automated all the processes

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/.idea/.gitignore

+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/.idea/.name

+CanisCare_Backend
\ No newline at end of file

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/.idea/CanisCare_Backend.iml

+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="FacetManager">
+    <facet type="django" name="Django">
+      <configuration>
+        <option name="rootFolder" value="$MODULE_DIR$" />
+        <option name="settingsModule" value="djangoProject/settings.py" />
+        <option name="manageScript" value="$MODULE_DIR$/manage.py" />
+        <option name="environment" value="&lt;map/&gt;" />
+        <option name="doNotUseTestRunner" value="false" />
+        <option name="trackFilePattern" value="migrations" />
+      </configuration>
+    </facet>
+  </component>
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$">
+      <excludeFolder url="file://$MODULE_DIR$/venv" />
+    </content>
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="TemplatesService">
+    <option name="TEMPLATE_CONFIGURATION" value="Django" />
+    <option name="TEMPLATE_FOLDERS">
+      <list>
+        <option value="$MODULE_DIR$/../djangoProject\templates" />
+      </list>
+    </option>
+  </component>
+</module>
\ No newline at end of file

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/.idea/inspectionProfiles/Project_Default.xml

+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyPep8NamingInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="N806" />
+        </list>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>
\ No newline at end of file

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/.idea/inspectionProfiles/profiles_settings.xml

+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/.idea/misc.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (djangoProject)" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/.idea/modules.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/CanisCare_Backend.iml" filepath="$PROJECT_DIR$/.idea/CanisCare_Backend.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/.idea/vcs.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/Procfile

+web gunicorn djangoProject.wsgi:application --log-file -
\ No newline at end of file

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/api/admin.py

+from django.contrib import admin
+
+from .models import Note
+
+admin.site.register(Note)

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/api/apps.py

+from django.apps import AppConfig
+
+
+class ApiConfig(AppConfig):
+    default_auto_field = 'django.db.models.BigAutoField'
+    name = 'api'

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/api/migrations/0001_initial.py

+# Generated by Django 4.1 on 2022-08-25 06:14
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Note',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('body', models.TextField()),
+                ('updated', models.DateTimeField(auto_now=True)),
+                ('created', models.DateTimeField(auto_now_add=True)),
+            ],
+            options={
+                'ordering': ['-updated'],
+            },
+        ),
+    ]

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/api/models.py

+from django.db import models
+
+
+class Note(models.Model):
+    body = models.TextField()
+    updated = models.DateTimeField(auto_now=True)
+    created = models.DateTimeField(auto_now_add=True)
+
+    def __str__(self):
+        return self.body[0:50]
+
+    class Meta:
+        ordering = ['-updated']

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/api/serializers.py

+from rest_framework.serializers import ModelSerializer
+from .models import Note
+
+
+class NoteSerializer(ModelSerializer):
+    class Meta:
+        model = Note
+        fields = '__all__'

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/api/test.csv

+Disease,DiseaseDescription,DiseaseCauseDescription,DiseaseDiagnoseDescription,DiseasePreventionDescription,DiseaseSymptomDescription,DiseaseTreatmentDescription,DiseaseInfection,DiseaseLink
+Dandruff,"If you’ve noticed white flakes in your dog’s fur, you might be wondering if they have dandruff  or whether dogs even get dandruff. Yes, they can. Dandruff, or seborrheic dermatitis, is common in dogs and humans alike. Dandruff is not typically a sign of a serious condition, but you can talk with a veterinarian to find out what may be causing it. Make an appointment sooner rather than later if you see symptoms like extreme itchiness or a change in weight or behavior. Not all dandruff in dogs looks like white flakes. It can be either dry or oily, or it may not even be true dandruff. The underlying skin may or may not be red or patchy from hair loss. Here are the most common types: Seborrhea sicca (dry seborrhea): This dry dandruff may appear as white flakes with crusty skin. Seborrhea oleosa (oily seborrhea): Your dog’s skin may have an oily feel and give off an odor. Walking dandruff: If the dandruff seems like it’s moving, this is called Cheyletiella and is actually a type of mite.","Primary seborrhea is a congenital, genetic disease that typically starts at a young age and gets worse as your dog gets older. West Highland White Terriers, Basset Hounds, American Cocker Spaniels, and English Springer Spaniels are most commonly affected.","A skin scraping to test for mites and lice.An impression cytology (collection) of skin and ear debris to test for a yeast or bacterial infection that looks like seborrhea, such as Malassezia yeast.A blood chemistry panel to screen for diabetes or Cushing’s disease (your vet will need further tests to confirm the diagnosis before starting treatment).A blood test for thyroid hormone levels to determine whether your dog has hypothyroidism.A biopsy to look for autoimmune disease or cancer.","Keep your dog properly fed to prevent dry skin.When bathing your dog, use dog-formulated shampoo to prevent dry skin.Groom your dog regularly; some problems are caused by matted hair that provides breeding grounds for a variety of skin diseases. Regular grooming also helps keep you aware of any initial problems.Keep your dog flea and parasite free.Check your dog regularly for foxtails, burrs, and other sharp objects they may pick up when outside.You should also look for seeds, burrs and sharp plants or objects they may have picked up on a walk.suggest bathing your dog more frequently to prevent dandruff. using a specially formulated dog dandruff shampoo and making sure you dry your pet thoroughly after their bath.omega-3 fatty acids and vitamin E that promote a healthy coat and immune system",Itching that ranges from mild to severe.,"Needs frequent baths with anti-seborrheic shampoos, typically every 2 or 3 days to start with. These shampoos typically contain coal tar and salicylic acid.Frequent bathing is continued for 2-3 weeks or longer, until the skin improves. The goal of bathing is to remove excess keratin. Depending on how your dog responds to treatment, bathing frequency may decrease to every 1 to 2 weeks, or it may stay at every 2 to 3 days.clean your dog’s ears with a medicated ear cleaner every 2 to 3 days. If there is an infection in the ears, your veterinarian will prescribe an ear medication as well. dog may also be started on prednisone to decrease inflammation and debris buildup. Regular rechecks with your veterinarian, typically every one to three weeks, are important to monitor how your dog is responding to treatment.",Allergic,https://www.petmd.com/dog/conditions/skin/c_dg_canine_seborrhea
+Dandruff,,"Skin allergies to fleas, food, and the environment.Hypothyroidism, caused by an underactive thyroid gland.Cushing’s disease, caused by an overactive adrenal gland.Diabetes mellitus.Mites and lice.Autoimmune diseases like pemphigus foliaceus, sebaceous adenitis, and lupus erythematosus.A type of cancer called cutaneous epitheliotropic lymphoma.Vitamin deficiencies like zinc-responsive dermatosis and vitamin A-responsive dermatosis.Dogs with lots of skin folds, like Basset Hounds, usually experience more affected skin in those folds.",,,"Very dry, dull coat.Dandruff.Greasy, oily skin that smells bad.Crusted, plaque-like (rough and scaly) skin lesions.Large amount of earwax and ear debris.",,,
+Ringworm,,,,,"Itchiness, scratching, or excessive grooming",,,
+Ringworm,,,,,"Circular areas of hair loss, often with a red and crusty edge.Broken hair and a poor hair coat.Dry, scaly skin or areas of excessive dandruff. Inflamed areas of skin.Darkened patches of skin. Inflamed nail beds or darkened or dry nails.Dry, brittle, or misshapen nails. circular itchy rash that typically appears on the skin.",,,
+YeastInfection,"Yeast are spore-producing fungi that are always present on a dog’s skin, usually in low numbers, as part of the normal flora. A yeast infection happens when there’s an excessive amount of yeast in a certain area. Yeast infections in dogs are quite common and can occur anywhere on the skin, including the ears.  Generally, yeast infections are caused by another issue. Anything that diminishes the normal defenses in the skin can make yeast infections more likely. Itchy, irritated skin with a distinct odor can be an indication of a yeast infection, a common skin concern for dogs. A dog will typically develop a yeast infection on the skin or in the ears. Regardless of location, a yeast infection can cause extreme discomfort and can be an indication of a more serious issue.",Yeast infections in dogs are usually secondary problems. This means that there is some other issue that is weakening the skin’s defense mechanisms to allow the yeast to grow in higher numbers than normal.It is very common to see yeast infections in a dog’s ears or on their skin if they have food allergies or environmental allergies. Other underlying issues that may cause yeast infections in dogs include hormonal problems or other diseases that suppress the immune system.,"Yeast infections in a dog’s ears generally cause redness, a brown discharge, head shaking or rubbing, odor, and itching.","Prevention of yeast infections in dogs must include addressing the underlying cause to reduce the likelihood that the infection will reoccur.Routine bathing with an antifungal shampoo may be beneficial. However, for shampoo treatment to be effective, the lather must sit on a dog’s skin for a minimum of 10 minutes before rinsing.Dogs with skin folds may need to have maintenance treatment to keep these areas from becoming too moist, as yeast thrive in moist, dark places such as skin folds and ears.Dogs that have had allergy testing and are determined to be allergic to yeast can be desensitized by including yeast as an ingredient in immunotherapy (allergy vaccine). If you suspect that your dog has a yeast infection, consult your regular veterinarian for a diagnosis and treatment plan that is appropriate for your pet.","Yeast infections on a dog’s mouth or face can cause extreme itching or face rubbing.Dogs with yeast infections on the paws usually lick their paws more than normal. Yeast infections in a dog’s ears can be very itchy, causing dogs to scratch their ears or rub their head excessively.","Your veterinarian may perform cytology (taking a swab of the discharge and staining it to look at it under the microscope) to diagnose a yeast infection in a dog’s ears.Prescription treatment may include antifungal drops or ointment, an ear cleaner, and in severe or difficult-to-treat cases, an oral antifungal medication.",Fungal,https://www.petmd.com
+YeastInfection,,,,,"The affected skin may be red, irritated, itchy, greasy, or flaky, and there may be hair loss.If the infection is chronic, the skin may thicken and become darker in color. A dog with yeast infections on their paws can have red, irritated, and itchy paws.The underside of the paws, between the pads, is affected most often, but yeast can occur anywhere on the paws. Sometimes a brown discharge can be seen in the nail beds.Dog ear yeast infections are quite common, and the ears often smell sweet or musty.Usually, you will see redness, which may extend onto the flap of the ear, and the discharge is generally brown. The ear may appear to be greasy, and the hair may be matted.",,,

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/api/tests.py

+from django.test import TestCase
+
+# Create your tests here.

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/api/urls.py

+from django.urls import path
+from . import views
+
+urlpatterns = [
+    path('', views.getRoutes),
+    path('diseasecategory/<str:pk>/', views.get_categorized_diseases),
+    path('diseases/', views.get_diseases),
+    path('disease/<str:pk>/', views.get_disease_description),
+    path('disease/status/<str:pk>/<str:pk2>/', views.update_disease_status),
+    path('disease/sub/status/<str:pk>/<str:pk2>/<str:pk3>/', views.update_disease_info_status),
+    path('disease/get/status/<str:pk>/', views.get_disease_status),
+    path('disease/sub/get/status/<str:pk>/<str:pk2>/', views.get_disease_info_status),
+    path('disease/<str:pk>/<str:pk2>/', views.get_disease_sub),
+    path('disease/<str:pk>/<str:pk2>/<str:pk3>/', views.get_disease_sub_info),
+    path('diseaselink/<str:pk>/', views.get_link),
+    path('data/crawl/', views.crawl),
+    path('data/preprocess/', views.csv_convert),
+    path('data/build/ontology/', views.generate_ontology)
+]

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/api/views.py

+from django.shortcuts import render
+from rest_framework.decorators import api_view
+from rest_framework.response import Response
+from owlready2 import *
+from rdflib import *
+from scrapy.crawler import CrawlerRunner
+from scrapy.utils.log import configure_logging
+from scrapy.utils.project import get_project_settings
+from multiprocessing import Process, Queue
+from twisted.internet import reactor
+import re
+from owlready2 import *
+import csv, types
+import pandas as pd
+import os.path
+import signal, os
+from nltk.corpus import wordnet
+import nltk
+# nltk.download('wordnet')
+import pathlib
+
+
+from petmd.petmd.spiders.dogdiseases import DogdiseasesSpider
+
+# from crochet import setup, wait_for
+# setup()
+
+onto = get_ontology("dogDisease.owl").load(reload_if_newer=True)
+graph = default_world.as_rdflib_graph()
+graph2 = graph.get_context(onto)
+
+
+@api_view(['GET'])
+def getRoutes(request):
+    routes = [
+        {
+            'EndPoint': '/diseases/',
+            'method': 'GET',
+            'body': None,
+            'description': 'Returns a List of Diseases'
+        },
+        {
+            'EndPoint': '/diseasecategory/diseasename',
+            'method': 'GET',
+            'body': None,
+            'description': 'Returns Categorized Diseases '
+        },
+        {
+            'EndPoint': '/disease/diseasename/',
+            'method': 'GET',
+            'body': None,
+            'description': 'Get Description for the Disease'
+        },
+        {
+            'EndPoint': '/disease/diseasename/infotype/',
+            'method': 'GET',
+            'body': None,
+            'description': 'Get List of Individuals Relevant to Sub Topic'
+        },
+        {
+            'EndPoint': '/disease/diseasename/infotype/individual',
+            'method': 'GET',
+            'body': None,
+            'description': 'Get Relevant Information to Each Individual'
+        },
+        {
+            'EndPoint': '/diseaselink/diseasename',
+            'method': 'GET',
+            'body': None,
+            'description': 'Get SeeAlso Link for Disease'
+        }
+    ]
+    return Response(routes)
+
+
+@api_view(['GET'])
+def update_disease_info_status(request, pk, pk2, pk3):
+    new_pk3 = pk3[:-1]
+
+    with onto:
+        print(default_world.sparql(
+        """DELETE { ?subtopic <https://ontohub.org/canis-care/dogSkinDisease.owl#isApproved"""+new_pk3+"""> ?p }
+        INSERT { ?subtopic <https://ontohub.org/canis-care/dogSkinDisease.owl#isApproved"""+new_pk3+"""> \""""+pk2+"""\"^^<http://www.w3.org/2001/XMLSchema#boolean> }
+        WHERE {
+        ?disease <https://ontohub.org/canis-care/dogSkinDisease.owl#has"""+new_pk3+"""> ?subtopic.
+        ?subtopic <https://ontohub.org/canis-care/dogSkinDisease.owl#isApproved"""+new_pk3+"""> ?p.
+        FILTER(?disease = <http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl#"""+pk+""">).
+        }"""
+    ))
+
+    onto.save("dogDisease.owl")
+
+    return Response("Updated")
+
+
+@api_view(['GET'])
+def get_disease_info_status(request, pk, pk2):
+
+    new_pk2 = pk2[:-1]
+
+    result = graph.query("""SELECT ?status
+            WHERE {  ?disease <https://ontohub.org/canis-care/dogSkinDisease.owl#has"""+new_pk2+"""> ?subtopic.
+        ?subtopic <https://ontohub.org/canis-care/dogSkinDisease.owl#isApproved"""+new_pk2+"""> ?status.
+        FILTER(?disease = <http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl#"""+pk+""">).
+            }""")
+
+    status = [str(x[0]) for x in result]
+    return Response(status)
+
+
+@api_view(['GET'])
+def get_disease_status(request, pk):
+
+    result = graph.query("""SELECT ?status
+            WHERE { ?disease <https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedDisease> ?status.
+            FILTER (?disease = <http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl#"""+pk+""">).
+            }""")
+
+    status = [str(x[0]) for x in result]
+    return Response(status)
+
+
+@api_view(['GET'])
+def update_disease_status(request, pk, pk2):
+
+    with onto:
+        print(default_world.sparql(
+        """DELETE { ?disease <https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedDisease> ?p }
+        INSERT { ?disease <https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedDisease> \""""+pk2+"""\"^^<http://www.w3.org/2001/XMLSchema#boolean> }
+        WHERE {
+        ?disease <https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedDisease> ?p.
+        FILTER(?disease = <http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl#"""+pk+""">).
+        }"""
+    ))
+
+    onto.save("dogDisease.owl")
+
+    return Response("Updated")
+
+
+@api_view(['GET'])
+def get_disease_description(request, pk):
+    disease_description = list(graph.query(
+        """
+        SELECT ?description 
+	    WHERE {  ?disease <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <https://ontohub.org/canis-care/dogSkinDisease.owl#NamedDisease>;
+	    FILTER(?disease = <http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl#""" + pk + """>).
+	    ?disease <https://ontohub.org/canis-care/dogSkinDisease.owl#hasDescription> ?description.
+        }"""
+    ))
+
+    new_disease_description = [str(x[0]) for x in disease_description]
+    new_disease_description = ' '.join(new_disease_description)
+    new_disease_description = new_disease_description.split('.')
+    new_disease_description = new_disease_description[0:-1]
+
+    return Response(new_disease_description)
+
+
+@api_view(['GET'])
+def get_disease_sub_info(request, pk, pk2, pk3):
+    new_pk2 = pk2[:-1]
+    new_pk3 = new_pk2
+    if new_pk3 == "Cause":
+        new_pk3 = "Casue"
+
+    sub_individual_list_info = list(graph.query(
+        """
+        SELECT ?individualinfo
+        WHERE {  ?disease <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <https://ontohub.org/canis-care/dogSkinDisease.owl#NamedDisease>;
+        FILTER((?disease = <http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl#""" + pk + """>) && (?treat = <http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl#""" + pk3 + """>)).
+        	    ?disease <https://ontohub.org/canis-care/dogSkinDisease.owl#has""" + new_pk2 + """> ?treat.
+        	    ?treat <https://ontohub.org/canis-care/dogSkinDisease.owl#has""" + new_pk3 + """Description> ?individualinfo.
+                }"""))
+
+    new_sub_individual_list_info = [str(x[0]) for x in sub_individual_list_info]
+    new_sub_individual_list_info = ' '.join(new_sub_individual_list_info)
+    new_sub_individual_list_info = new_sub_individual_list_info.split('.')
+    new_sub_individual_list_info = new_sub_individual_list_info[0:-1]
+
+    return Response(new_sub_individual_list_info)
+
+
+@api_view(['GET'])
+def get_disease_sub(request, pk, pk2):
+    new_pk2 = pk2[:-1]
+
+    sub_individual_list = list(graph.query(
+        """
+        SELECT ?subindividual
+	    WHERE {  ?disease <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <https://ontohub.org/canis-care/dogSkinDisease.owl#NamedDisease>;
+	    FILTER(?disease = <http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl#""" + pk + """>).
+	    ?disease <https://ontohub.org/canis-care/dogSkinDisease.owl#has""" + new_pk2 + """> ?subindividual.
+        }"""))
+
+    new_sub_individual_list = [str(x[0]) for x in sub_individual_list]
+    fin_sub_list = []
+
+    for y in new_sub_individual_list:
+        itm = y[y.find('#'):][1:]
+        fin_sub_list.append(itm)
+
+    return Response(new_sub_individual_list)
+
+
+@api_view(['GET'])
+def get_diseases(request):
+    disease_list = list(graph.query("""
+                SELECT ?disease
+                WHERE {
+                ?disease <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <https://ontohub.org/canis-care/dogSkinDisease.owl#NamedDisease> .
+                }"""))
+    new_disease_list = [str(x[0]) for x in disease_list]
+    fin_disease_list = []
+
+    for y in new_disease_list:
+        des = y[y.find('#'):][1:]
+        fin_disease_list.append(des)
+
+    return Response(fin_disease_list)
+
+
+@api_view(['GET'])
+def get_categorized_diseases(request, pk):
+    categorized_diseases = list(graph.query("""
+                SELECT ?s
+	            WHERE { ?s <https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfection> <http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl#""" + pk + """> }
+                """))
+
+    new_categorized_diseases = [str(x[0]) for x in categorized_diseases]
+    fin_des_list = []
+
+    for y in new_categorized_diseases:
+        des = y[y.find('#'):][1:]
+        fin_des_list.append(des)
+
+    return Response(fin_des_list)
+
+
+@api_view(['GET'])
+def get_link(request, pk):
+    seeAlsoLink = list(graph.query("""
+                SELECT ?link
+	            WHERE { <http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl#""" + pk + """> <http://www.w3.org/2000/01/rdf-schema#seeAlso> ?link }
+                """))
+
+    new_link_list = [str(x[0]) for x in seeAlsoLink]
+
+    fin_link_list = []
+
+    for link in new_link_list:
+        fin_link_list.append(link)
+
+    return Response(fin_link_list)
+
+
+@api_view(['GET'])
+# @wait_for(timeout=5.0)
+def crawl(request):
+    # configure_logging()
+    # settings = get_project_settings()
+    # runner = CrawlerRunner(settings)
+    # runner.crawl(DogdiseasesSpider)
+    # def f(q):
+    #     try:
+    #         configure_logging()
+    #         settings = get_project_settings()
+    #         runner = CrawlerRunner(settings)
+    #         runner.crawl(DogdiseasesSpider)
+    #         d = runner.join()
+    #         d.addBoth(lambda _: reactor.stop())
+    #
+    #         reactor.run()
+    #         q.put(None)
+    #     except Exception as e:
+    #         q.put(e)
+    #
+    # q = Queue()
+    # p = Process(target=f, args=(q,))
+    # p.start()
+    # result = q.get()
+    # p.join()
+    #
+    # if result is not None:
+    #     raise result
+
+    if os.path.isfile("api/data.csv"):
+        os.remove("api/data.csv")
+
+    configure_logging()
+    settings = get_project_settings()
+    runner = CrawlerRunner(settings)
+    runner.crawl(DogdiseasesSpider)
+    d = runner.join()
+    d.addBoth(lambda _: reactor.stop())
+
+    reactor.run()
+    # subprocess.call('test.sh', shell=True)
+    return Response(0)
+
+
+@api_view(['GET'])
+def csv_convert(request):
+    # os.remove("api/dogDisease.csv")
+    df = pd.read_csv('api/data.csv')
+    link_df = pd.read_csv('api/data.csv')
+
+    df_col = df.columns
+    link_df_col = link_df.columns
+
+    data_dict = {
+        'Disease': [],
+        'DiseaseDescription': [],
+        'DiseaseCauseDescription': [],
+        'DiseaseDiagnoseDescription': [],
+        'DiseasePreventionDescription': [],
+        'DiseaseSymptomDescription': [],
+        'DiseaseTreatmentDescription': [],
+        'DiseaseInfection': [],
+        'DiseaseLink': []
+    }
+
+    disease = ''
+    diseases = []
+
+    for index, row in df.iterrows():
+        new_disease = row[df_col[0]]
+        if disease != new_disease:
+            disease = new_disease
+            diseases.append(disease)
+
+    for disease in diseases:
+        grouped_rows = df[df[df_col[0]] == disease]
+        link_rows = link_df[link_df[link_df_col[1]] == 'Disease Link']
+        disease_link_row = link_rows[link_rows[link_df_col[0]] == disease]
+
+        if disease_link_row.empty:
+            data_dict['DiseaseLink'].append('https://www.petmd.com')
+        else:
+            for row in disease_link_row.iterrows():
+                description = row[1][df_col[2]]
+                data_dict['DiseaseLink'].append(str(description).split(' ')[1][:-1])
+                break
+
+        regex = re.compile('[^a-zA-Z]')
+        txt = str(disease).strip().replace(" ", "").replace("'", "").replace("inDogs", "")
+        head, sep, tail = txt.partition(":")
+        txt2 = head
+        head, sep, tail = txt2.partition("(")
+        txt3 = head
+        head, sep, tail = txt3.partition("/")
+        txt4 = regex.sub('', str(head))
+
+        data_dict['Disease'].append(txt4)
+        temp = 0
+        for row in grouped_rows.iterrows():
+
+            regexp = re.compile(r'What|what')
+            topic = row[1][df_col[1]]
+            description = row[1][df_col[2]]
+            if regexp.search(str(topic)):
+                data_dict['DiseaseDescription'].append(str(description))
+                temp = 1
+                break
+
+        if temp == 0:
+            data_dict['DiseaseDescription'].append('')
+
+        temp = 0
+        for row in grouped_rows.iterrows():
+            synonyms = ''
+
+            for syn in wordnet.synsets("cause"):
+                w1 = wordnet.synset("cause.n.01")
+                w2 = wordnet.synset(syn.name())
+                # print(w1.wup_similarity(w2))
+                for l in syn.lemmas():
+                    synonyms = synonyms+l.name()+"|" + l.name().capitalize() + "|"
+
+            synonyms = synonyms[:-1]
+            # regexp = re.compile(r'Cause|cause]')
+            regexp = re.compile(r""+synonyms)
+            topic = row[1][df_col[1]]
+            description = row[1][df_col[2]]
+            if regexp.search(str(topic)):
+                data_dict['DiseaseCauseDescription'].append(str(description))
+                temp = 1
+                break
+
+        if temp == 0:
+            data_dict['DiseaseCauseDescription'].append('')
+
+        temp = 0
+        for row in grouped_rows.iterrows():
+            synonyms = ''
+
+            for syn in wordnet.synsets("diagnose"):
+                w1 = wordnet.synset("diagnose.v.01")
+                w2 = wordnet.synset(syn.name())
+                # print(w1.wup_similarity(w2))
+                for l in syn.lemmas():
+                    synonyms = synonyms + l.name() + "|" + l.name().capitalize() + "|"
+
+            synonyms = synonyms[:-1]
+            # regexp = re.compile(r'Diagnose|diagnose]')
+            regexp = re.compile(r""+synonyms)
+            topic = row[1][df_col[1]]
+            description = row[1][df_col[2]]
+            if regexp.search(str(topic)):
+                data_dict['DiseaseDiagnoseDescription'].append(str(description))
+                temp = 1
+                break
+
+        if temp == 0:
+            data_dict['DiseaseDiagnoseDescription'].append('')
+
+        temp = 0
+        for row in grouped_rows.iterrows():
+            synonyms = ''
+
+            for syn in wordnet.synsets("prevent"):
+                w1 = wordnet.synset("prevent.v.01")
+                w2 = wordnet.synset(syn.name())
+                # print(w1.wup_similarity(w2))
+                for l in syn.lemmas():
+                    synonyms = synonyms + l.name() + "|" + l.name().capitalize() + "|"
+
+            synonyms = synonyms[:-1]
+            # regexp = re.compile(r'Prevention|prevention]')
+            regexp = re.compile(r"" + synonyms)
+            topic = row[1][df_col[1]]
+            description = row[1][df_col[2]]
+            if regexp.search(str(topic)):
+                data_dict['DiseasePreventionDescription'].append(str(description))
+                temp = 1
+                break
+
+        if temp == 0:
+            data_dict['DiseasePreventionDescription'].append('')
+
+        temp = 0
+        for row in grouped_rows.iterrows():
+            synonyms = ''
+
+            for syn in wordnet.synsets("symptom"):
+                w1 = wordnet.synset("symptom.n.01")
+                w2 = wordnet.synset(syn.name())
+                # print(w1.wup_similarity(w2))
+                for l in syn.lemmas():
+                    synonyms = synonyms + l.name() + "|" + l.name().capitalize() + "|"
+
+            synonyms = synonyms[:-1]
+            # regexp = re.compile(r'Symptoms|symptoms]')
+            regexp = re.compile(r"" + synonyms)
+            topic = row[1][df_col[1]]
+            description = row[1][df_col[2]]
+            if regexp.search(str(topic)):
+                data_dict['DiseaseSymptomDescription'].append(str(description))
+                temp = 1
+                break
+
+        if temp == 0:
+            data_dict['DiseaseSymptomDescription'].append('')
+
+        temp = 0
+        for row in grouped_rows.iterrows():
+            synonyms = ''
+
+            for syn in wordnet.synsets("treatment"):
+                w1 = wordnet.synset("treatment.n.01")
+                w2 = wordnet.synset(syn.name())
+                # print(w1.wup_similarity(w2))
+                for l in syn.lemmas():
+                    synonyms = synonyms + l.name() + "|" + l.name().capitalize() + "|"
+
+            synonyms = synonyms[:-1]
+            # print(synonyms)
+            regexp = re.compile(r"" + synonyms)
+            # regexp = re.compile(r'Treatment|treatment')
+            topic = row[1][df_col[1]]
+            description = row[1][df_col[2]]
+            if regexp.search(str(topic)):
+                data_dict['DiseaseTreatmentDescription'].append(str(description))
+                temp = 1
+                break
+
+        if temp == 0:
+            data_dict['DiseaseTreatmentDescription'].append('')
+
+        temp = 0
+        for row in grouped_rows.iterrows():
+            description = row[1][df_col[2]]
+            regexp = re.compile(r'Allerg|allerg')
+            if regexp.search(str(description)):
+                data_dict['DiseaseInfection'].append('Allergic')
+                temp = 1
+                break
+
+            regexp = re.compile(r'Bacter|bacter')
+            if regexp.search(str(description)):
+                data_dict['DiseaseInfection'].append('Bacterial')
+                temp = 1
+                break
+
+            regexp = re.compile(r'Flea|flea')
+            if regexp.search(str(description)):
+                data_dict['DiseaseInfection'].append('Fleas')
+                temp = 1
+                break
+
+            regexp = re.compile(r'Fung|fung')
+            if regexp.search(str(description)):
+                data_dict['DiseaseInfection'].append('Fungal')
+                temp = 1
+                break
+
+            regexp = re.compile(r'Virus|virus')
+            if regexp.search(str(description)):
+                data_dict['DiseaseInfection'].append('Viral')
+                temp = 1
+                break
+
+        if temp == 0:
+            data_dict['DiseaseInfection'].append('')
+
+    pd.DataFrame(data_dict).drop_duplicates().to_csv('api/dogDisease.csv', index=False)
+    pd.read_csv('api/test.csv').to_csv('api/dogDisease.csv', mode='a', index=False, header=False)
+
+    return Response(0)
+
+
+@api_view(['GET'])
+def generate_ontology(request):
+    # p = open("dogDisease.owl", "w")
+    # p.truncate()
+    # p.close()
+    os.unlink("dogDisease.owl")
+    open("dogDisease.owl", 'w')
+    with open("dogDisease.owl", 'r+') as file:
+        file.truncate(0)
+    # path = pathlib.Path("dogDisease.owl")
+    # path.unlink()
+    onto2 = get_ontology("dogSkinDisease.owl").load()
+
+    onto_individuals = get_ontology("http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl")
+    onto_individuals.destroy()
+    # onto_individuals.save("dogDisease.owl")
+    onto_individuals = get_ontology("http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl")
+    onto_individuals.imported_ontologies.append(onto2)
+
+    f = open("api/dogDisease.csv", encoding='utf-8')
+    reader = csv.reader(f)
+    next(reader)
+
+    with onto_individuals:
+        for row in reader:
+            Disease, DiseaseDescription, DiseaseCauseDescription, DiseaseDiagnoseDescription, DiseasePreventionDescription, DiseaseSymptomDescription, DiseaseTreatmentDescription, DiseaseInfection, DiseaseLink = row
+            individual = onto2.NamedDisease(str(Disease))
+            individual.isApprovedDisease.append(False)
+
+            if DiseaseDescription:
+                individual.hasDescription.append(DiseaseDescription)
+
+            if DiseaseLink:
+                individual.seeAlso.append(DiseaseLink)
+
+            if DiseaseCauseDescription:
+                Sub_Class_name_cause = Disease + "Cause"
+                ClassCause = types.new_class(Sub_Class_name_cause, (onto2.DiseaseCause,))
+                individualCause = ClassCause()
+                individualCause.hasCasueDescription.append(DiseaseCauseDescription)
+                individualCause.isApprovedCause.append(False)
+                individual.hasCause.append(individualCause)
+
+            if DiseaseDiagnoseDescription:
+                Sub_Class_name_diagnose = Disease + "Diagnose"
+                ClassDiagnose = types.new_class(Sub_Class_name_diagnose, (onto2.DiseaseDiagnose,))
+                individualDiagnose = ClassDiagnose()
+                individualDiagnose.hasDiagnoseDescription.append(DiseaseDiagnoseDescription)
+                individualDiagnose.isApprovedDiagnose.append(False)
+                individual.hasDiagnose.append(individualDiagnose)
+
+            if DiseasePreventionDescription:
+                Sub_Class_name_prevention = Disease + "Prevention"
+                ClassPrevention = types.new_class(Sub_Class_name_prevention, (onto2.DiseasePrevention,))
+                individualPrevention = ClassPrevention()
+                individualPrevention.hasPreventionDescription.append(DiseasePreventionDescription)
+                individualPrevention.isApprovedPrevention.append(False)
+                individual.hasPrevention.append(individualPrevention)
+
+            if DiseaseSymptomDescription:
+                Sub_Class_name_symptom = Disease + "Symptom"
+                ClassSymptom = types.new_class(Sub_Class_name_symptom, (onto2.DiseaseSymptom,))
+                individualSymptom = ClassSymptom()
+                individualSymptom.hasSymptomDescription.append(DiseaseSymptomDescription)
+                individualSymptom.isApprovedSymptom.append(False)
+                individual.hasSymptom.append(individualSymptom)
+
+            if DiseaseTreatmentDescription:
+                Sub_Class_name_treatment = Disease + "Treatment"
+                ClassTreatment = types.new_class(Sub_Class_name_treatment, (onto2.DiseaseTreatment,))
+                individualTreatment = ClassTreatment()
+                individualTreatment.hasTreatmentDescription.append(DiseaseTreatmentDescription)
+                individualTreatment.isApprovedTreatment.append(False)
+                individual.hasTreatment.append(individualTreatment)
+
+            if DiseaseInfection:
+                if DiseaseInfection == 'Allergic':
+                    ClassAllergic = onto2.Allergic
+                    individualInfection = ClassAllergic('allergic')
+                    individual.hasInfection.append(individualInfection)
+                elif DiseaseInfection == 'Bacterial':
+                    ClassBacterial = onto2.Bacterial
+                    individualInfection = ClassBacterial('bacterial')
+                    individual.hasInfection.append(individualInfection)
+                elif DiseaseInfection == 'Fleas':
+                    ClassFleas = onto2.Fleas
+                    individualInfection = ClassFleas('fleas')
+                    individual.hasInfection.append(individualInfection)
+                elif DiseaseInfection == 'Fungal':
+                    ClassFungal = onto2.Fungal
+                    individualInfection = ClassFungal('fungal')
+                    individual.hasInfection.append(individualInfection)
+                elif DiseaseInfection == 'Viral':
+                    ClassViral = onto2.Viral
+                    individualInfection = ClassViral('viral')
+                    individual.hasInfection.append(individualInfection)
+
+    onto_individuals.save("dogDisease.owl")
+
+    return Response(0)
+
+
+

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/catalog-v001.xml

+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<catalog prefer="public" xmlns="urn:oasis:names:tc:entity:xmlns:xml:catalog">
+    <uri id="User Entered Import Resolution" name="https://ontohub.org/canis-care/dogSkinDisease.owl" uri="dogSkinDisease.owl"/>
+    <group id="Folder Repository, directory=, recursive=true, Auto-Update=true, version=2" prefer="public" xml:base="">
+        <uri id="Automatically generated entry, Timestamp=1666527743691" name="http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogDisease.owl" uri="dogDisease.owl"/>
+        <uri id="Automatically generated entry, Timestamp=1666527743691" name="http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogSkinDisease" uri="dogSkinDisease.owl"/>
+    </group>
+</catalog>

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/djangoProject/asgi.py

+"""
+ASGI config for djangoProject project.
+
+It exposes the ASGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/4.1/howto/deployment/asgi/
+"""
+
+import os
+
+from django.core.asgi import get_asgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'djangoProject.settings')
+
+application = get_asgi_application()

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/djangoProject/settings.py

+"""
+Django settings for djangoProject project.
+
+Generated by 'django-admin startproject' using Django 4.1.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/4.1/topics/settings/
+
+For the full list of settings and their values, see
+https://docs.djangoproject.com/en/4.1/ref/settings/
+"""
+import os
+from pathlib import Path
+import django_heroku
+import dj_database_url
+
+# Build paths inside the project like this: BASE_DIR / 'subdir'.
+BASE_DIR = Path(__file__).resolve().parent.parent
+
+# Quick-start development settings - unsuitable for production
+# See https://docs.djangoproject.com/en/4.1/howto/deployment/checklist/
+
+# SECURITY WARNING: keep the secret key used in production secret!
+SECRET_KEY = 'django-insecure-3ts!3sf#jntwaa-9r(^t%7ty=nc03p_eil3yha%#hinc30b&ww'
+
+# SECURITY WARNING: don't run with debug turned on in production!
+DEBUG = True
+
+ALLOWED_HOSTS = ['*']
+
+# Application definition
+
+
+INSTALLED_APPS = [
+    'django.contrib.admin',
+    'django.contrib.auth',
+    'django.contrib.contenttypes',
+    'django.contrib.sessions',
+    'django.contrib.messages',
+    'django.contrib.staticfiles',
+
+    'api.apps.ApiConfig',
+
+    'rest_framework',
+
+    'corsheaders'
+]
+
+MIDDLEWARE = [
+    'django.middleware.security.SecurityMiddleware',
+
+    "corsheaders.middleware.CorsMiddleware",
+
+    'django.contrib.sessions.middleware.SessionMiddleware',
+    'django.middleware.common.CommonMiddleware',
+    'django.middleware.csrf.CsrfViewMiddleware',
+    'django.contrib.auth.middleware.AuthenticationMiddleware',
+    'django.contrib.messages.middleware.MessageMiddleware',
+    'django.middleware.clickjacking.XFrameOptionsMiddleware',
+]
+
+ROOT_URLCONF = 'djangoProject.urls'
+
+TEMPLATES = [
+    {
+        'BACKEND': 'django.template.backends.django.DjangoTemplates',
+        'DIRS': [BASE_DIR / 'templates']
+        ,
+        'APP_DIRS': True,
+        'OPTIONS': {
+            'context_processors': [
+                'django.template.context_processors.debug',
+                'django.template.context_processors.request',
+                'django.contrib.auth.context_processors.auth',
+                'django.contrib.messages.context_processors.messages',
+            ],
+        },
+    },
+]
+
+WSGI_APPLICATION = 'djangoProject.wsgi.application'
+
+# Database
+# https://docs.djangoproject.com/en/4.1/ref/settings/#databases
+
+DATABASES = {
+    'default': {
+        'ENGINE': 'django.db.backends.sqlite3',
+        'NAME': BASE_DIR / 'db.sqlite3',
+    }
+}
+
+# Password validation
+# https://docs.djangoproject.com/en/4.1/ref/settings/#auth-password-validators
+
+AUTH_PASSWORD_VALIDATORS = [
+    {
+        'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
+    },
+]
+
+# Internationalization
+# https://docs.djangoproject.com/en/4.1/topics/i18n/
+
+LANGUAGE_CODE = 'en-us'
+
+TIME_ZONE = 'UTC'
+
+USE_I18N = True
+
+USE_TZ = True
+
+# Static files (CSS, JavaScript, Images)
+# https://docs.djangoproject.com/en/4.1/howto/static-files/
+
+STATIC_URL = 'static/'
+STATIC_ROOT = os.path.join(BASE_DIR, 'staticfiles')
+STATICFILES_DIRS = (os.path.join(BASE_DIR, 'static'),)
+django_heroku.settings(locals())
+
+# Default primary key field type
+# https://docs.djangoproject.com/en/4.1/ref/settings/#default-auto-field
+
+DEFAULT_AUTO_FIELD = 'django.db.models.BigAutoField'
+
+CORS_ALLOW_ALL_ORIGINS = True

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/djangoProject/urls.py

+from django.contrib import admin
+from django.urls import path,include
+
+urlpatterns = [
+    path('admin/', admin.site.urls),
+    path('', include('api.urls'))
+]

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/djangoProject/wsgi.py

+"""
+WSGI config for djangoProject project.
+
+It exposes the WSGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/4.1/howto/deployment/wsgi/
+"""
+
+import os
+
+from django.core.wsgi import get_wsgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'djangoProject.settings')
+
+application = get_wsgi_application()

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/dogSkinDisease.owl

+<?xml version="1.0"?>
+<rdf:RDF xmlns="http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogSkinDisease#"
+     xml:base="http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogSkinDisease"
+     xmlns:owl="http://www.w3.org/2002/07/owl#"
+     xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+     xmlns:xml="http://www.w3.org/XML/1998/namespace"
+     xmlns:xsd="http://www.w3.org/2001/XMLSchema#"
+     xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#"
+     xmlns:disease="http://www.semanticweb.org/dogdisease/ontologies/2022/4/dogSkinDisease#">
+    <owl:Ontology rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl">
+        <rdfs:comment rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ontology for Dog Skin Disease Domain.</rdfs:comment>
+        <rdfs:comment rdf:datatype="http://www.w3.org/2001/XMLSchema#string">This has been developed with the purpose of providing sufficient information to the users relevant to the most common skin diseases of dogs.</rdfs:comment>
+    </owl:Ontology>
+    
+
+
+    <!-- 
+    ///////////////////////////////////////////////////////////////////////////////////////
+    //
+    // Object Properties
+    //
+    ///////////////////////////////////////////////////////////////////////////////////////
+     -->
+
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasArea -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasArea">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfo"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasCause -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasCause">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfo"/>
+        <owl:inverseOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isCauseOf"/>
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+        <rdfs:range rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseCause"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasDiagnose -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasDiagnose">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfo"/>
+        <owl:inverseOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isDiagnoseOf"/>
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+        <rdfs:range rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseDiagnose"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfection -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfection">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfo"/>
+        <owl:inverseOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isInfectionOf"/>
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+        <rdfs:range rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseInfection"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfo -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfo">
+        <owl:inverseOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isInfoOf"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasPrevention -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasPrevention">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfo"/>
+        <owl:inverseOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isPreventionOf"/>
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+        <rdfs:range rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseasePrevention"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasSymptom -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasSymptom">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfo"/>
+        <owl:inverseOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isSymptomOf"/>
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+        <rdfs:range rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseSymptom"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasTreatment -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasTreatment">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfo"/>
+        <owl:inverseOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isTreatmentOf"/>
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+        <rdfs:range rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseTreatment"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isCauseOf -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isCauseOf">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isInfoOf"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isDiagnoseOf -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isDiagnoseOf">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isInfoOf"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isInfectionOf -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isInfectionOf">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isInfoOf"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isInfoOf -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isInfoOf"/>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isPreventionOf -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isPreventionOf">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isInfoOf"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isSymptomOf -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isSymptomOf">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isInfoOf"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isTreatmentOf -->
+
+    <owl:ObjectProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isTreatmentOf">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#isInfoOf"/>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- 
+    ///////////////////////////////////////////////////////////////////////////////////////
+    //
+    // Data properties
+    //
+    ///////////////////////////////////////////////////////////////////////////////////////
+     -->
+
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasAllergicType -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasAllergicType">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfectionType"/>
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasAreaDescription -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasAreaDescription">
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasBehaviouralSymptomDescription -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasBehaviouralSymptomDescription">
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasCasueDescription -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasCasueDescription">
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseCause"/>
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasDescription -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasDescription">
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasDiagnoseDescription -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasDiagnoseDescription">
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasFungalType -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasFungalType">
+        <rdfs:subPropertyOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfectionType"/>
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfectionType -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfectionType">
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseInfection"/>
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasPreventionDescription -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasPreventionDescription">
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasScientificName -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasScientificName">
+        <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#FunctionalProperty"/>
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasSymptomDescription -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasSymptomDescription">
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasTreatmentDescription -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasTreatmentDescription">
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#hasType -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#hasType">
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedCause -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedCause">
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseCause"/>
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#boolean"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedDiagnose -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedDiagnose">
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseDiagnose"/>
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#boolean"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedDisease -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedDisease">
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#boolean"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedPrevention -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedPrevention">
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseasePrevention"/>
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#boolean"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedSymptom -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedSymptom">
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseSymptom"/>
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#boolean"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedTreatment -->
+
+    <owl:DatatypeProperty rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#isApprovedTreatment">
+        <rdfs:domain rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseTreatment"/>
+        <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#boolean"/>
+    </owl:DatatypeProperty>
+    
+
+
+    <!-- 
+    ///////////////////////////////////////////////////////////////////////////////////////
+    //
+    // Classes
+    //
+    ///////////////////////////////////////////////////////////////////////////////////////
+     -->
+
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#Allergic -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#Allergic">
+        <rdfs:subClassOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseInfection"/>
+    </owl:Class>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#AllergicDisease -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#AllergicDisease">
+        <owl:equivalentClass>
+            <owl:Class>
+                <owl:intersectionOf rdf:parseType="Collection">
+                    <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+                    <owl:Restriction>
+                        <owl:onProperty rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfection"/>
+                        <owl:someValuesFrom rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Allergic"/>
+                    </owl:Restriction>
+                </owl:intersectionOf>
+            </owl:Class>
+        </owl:equivalentClass>
+        <rdfs:subClassOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+    </owl:Class>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#Bacterial -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#Bacterial">
+        <rdfs:subClassOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseInfection"/>
+    </owl:Class>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#BacterialDisease -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#BacterialDisease">
+        <owl:equivalentClass>
+            <owl:Class>
+                <owl:intersectionOf rdf:parseType="Collection">
+                    <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+                    <owl:Restriction>
+                        <owl:onProperty rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfection"/>
+                        <owl:someValuesFrom rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Bacterial"/>
+                    </owl:Restriction>
+                </owl:intersectionOf>
+            </owl:Class>
+        </owl:equivalentClass>
+        <rdfs:subClassOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+    </owl:Class>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#Disease -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease">
+        <rdfs:subClassOf>
+            <owl:Restriction>
+                <owl:onProperty rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasArea"/>
+                <owl:someValuesFrom rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseArea"/>
+            </owl:Restriction>
+        </rdfs:subClassOf>
+        <rdfs:subClassOf>
+            <owl:Restriction>
+                <owl:onProperty rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasDiagnose"/>
+                <owl:someValuesFrom rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseDiagnose"/>
+            </owl:Restriction>
+        </rdfs:subClassOf>
+        <rdfs:subClassOf>
+            <owl:Restriction>
+                <owl:onProperty rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfection"/>
+                <owl:someValuesFrom rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseInfection"/>
+            </owl:Restriction>
+        </rdfs:subClassOf>
+        <rdfs:subClassOf>
+            <owl:Restriction>
+                <owl:onProperty rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasPrevention"/>
+                <owl:someValuesFrom rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseasePrevention"/>
+            </owl:Restriction>
+        </rdfs:subClassOf>
+        <rdfs:subClassOf>
+            <owl:Restriction>
+                <owl:onProperty rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasSymptom"/>
+                <owl:someValuesFrom rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseSymptom"/>
+            </owl:Restriction>
+        </rdfs:subClassOf>
+        <rdfs:subClassOf>
+            <owl:Restriction>
+                <owl:onProperty rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasTreatment"/>
+                <owl:someValuesFrom rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseTreatment"/>
+            </owl:Restriction>
+        </rdfs:subClassOf>
+    </owl:Class>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseArea -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseArea"/>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseCause -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseCause"/>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseDiagnose -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseDiagnose"/>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseInfection -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseInfection"/>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#DiseasePrevention -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseasePrevention"/>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseSymptom -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseSymptom"/>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseTreatment -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseTreatment"/>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#Fleas -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#Fleas">
+        <rdfs:subClassOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseInfection"/>
+    </owl:Class>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#FleasDisease -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#FleasDisease">
+        <owl:equivalentClass>
+            <owl:Class>
+                <owl:intersectionOf rdf:parseType="Collection">
+                    <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+                    <owl:Restriction>
+                        <owl:onProperty rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfection"/>
+                        <owl:someValuesFrom rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Fleas"/>
+                    </owl:Restriction>
+                </owl:intersectionOf>
+            </owl:Class>
+        </owl:equivalentClass>
+        <rdfs:subClassOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+    </owl:Class>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#Fungal -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#Fungal">
+        <rdfs:subClassOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseInfection"/>
+    </owl:Class>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#FungalDisease -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#FungalDisease">
+        <owl:equivalentClass>
+            <owl:Class>
+                <owl:intersectionOf rdf:parseType="Collection">
+                    <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+                    <owl:Restriction>
+                        <owl:onProperty rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfection"/>
+                        <owl:someValuesFrom rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Fungal"/>
+                    </owl:Restriction>
+                </owl:intersectionOf>
+            </owl:Class>
+        </owl:equivalentClass>
+        <rdfs:subClassOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+    </owl:Class>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#NamedDisease -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#NamedDisease">
+        <rdfs:subClassOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+    </owl:Class>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#Viral -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#Viral">
+        <rdfs:subClassOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseInfection"/>
+    </owl:Class>
+    
+
+
+    <!-- https://ontohub.org/canis-care/dogSkinDisease.owl#ViralDisease -->
+
+    <owl:Class rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#ViralDisease">
+        <owl:equivalentClass>
+            <owl:Class>
+                <owl:intersectionOf rdf:parseType="Collection">
+                    <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+                    <owl:Restriction>
+                        <owl:onProperty rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#hasInfection"/>
+                        <owl:someValuesFrom rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Viral"/>
+                    </owl:Restriction>
+                </owl:intersectionOf>
+            </owl:Class>
+        </owl:equivalentClass>
+        <rdfs:subClassOf rdf:resource="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+    </owl:Class>
+    
+
+
+    <!-- 
+    ///////////////////////////////////////////////////////////////////////////////////////
+    //
+    // General axioms
+    //
+    ///////////////////////////////////////////////////////////////////////////////////////
+     -->
+
+    <rdf:Description>
+        <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#AllDisjointClasses"/>
+        <owl:members rdf:parseType="Collection">
+            <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#Disease"/>
+            <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseArea"/>
+            <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseCause"/>
+            <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseDiagnose"/>
+            <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseInfection"/>
+            <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseasePrevention"/>
+            <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseSymptom"/>
+            <rdf:Description rdf:about="https://ontohub.org/canis-care/dogSkinDisease.owl#DiseaseTreatment"/>
+        </owl:members>
+    </rdf:Description>
+</rdf:RDF>
+
+
+
+<!-- Generated by the OWL API (version 4.5.9.2019-02-01T07:24:44Z) https://github.com/owlcs/owlapi -->
+

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/manage.py

+#!/usr/bin/env python
+"""Django's command-line utility for administrative tasks."""
+import os
+import sys
+from owlready2 import *
+
+
+def main():
+    """Run administrative tasks."""
+    os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'djangoProject.settings')
+
+    # onto = get_ontology("C:\\Users\\LENOVO\\Documents\\Research\\dogSkinDisease.owl").load()
+    #
+    # default_world.set_backend(filename="disease.sqlite3")
+
+    try:
+        from django.core.management import execute_from_command_line
+    except ImportError as exc:
+        raise ImportError(
+            "Couldn't import Django. Are you sure it's installed and "
+            "available on your PYTHONPATH environment variable? Did you "
+            "forget to activate a virtual environment?"
+        ) from exc
+    execute_from_command_line(sys.argv)
+
+
+if __name__ == '__main__':
+    main()

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/nltk.txt

+wordnet

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/petmd/petmd/items.py

+# Define here the models for your scraped items
+#
+# See documentation in:
+# https://docs.scrapy.org/en/latest/topics/items.html
+
+import scrapy
+
+
+class PetmdItem(scrapy.Item):
+    # define the fields for your item here like:
+    # name = scrapy.Field()
+    pass

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/petmd/petmd/middlewares.py

+# Define here the models for your spider middleware
+#
+# See documentation in:
+# https://docs.scrapy.org/en/latest/topics/spider-middleware.html
+
+from scrapy import signals
+
+# useful for handling different item types with a single interface
+from itemadapter import is_item, ItemAdapter
+
+
+class PetmdSpiderMiddleware:
+    # Not all methods need to be defined. If a method is not defined,
+    # scrapy acts as if the spider middleware does not modify the
+    # passed objects.
+
+    @classmethod
+    def from_crawler(cls, crawler):
+        # This method is used by Scrapy to create your spiders.
+        s = cls()
+        crawler.signals.connect(s.spider_opened, signal=signals.spider_opened)
+        return s
+
+    def process_spider_input(self, response, spider):
+        # Called for each response that goes through the spider
+        # middleware and into the spider.
+
+        # Should return None or raise an exception.
+        return None
+
+    def process_spider_output(self, response, result, spider):
+        # Called with the results returned from the Spider, after
+        # it has processed the response.
+
+        # Must return an iterable of Request, or item objects.
+        for i in result:
+            yield i
+
+    def process_spider_exception(self, response, exception, spider):
+        # Called when a spider or process_spider_input() method
+        # (from other spider middleware) raises an exception.
+
+        # Should return either None or an iterable of Request or item objects.
+        pass
+
+    def process_start_requests(self, start_requests, spider):
+        # Called with the start requests of the spider, and works
+        # similarly to the process_spider_output() method, except
+        # that it doesn’t have a response associated.
+
+        # Must return only requests (not items).
+        for r in start_requests:
+            yield r
+
+    def spider_opened(self, spider):
+        spider.logger.info('Spider opened: %s' % spider.name)
+
+
+class PetmdDownloaderMiddleware:
+    # Not all methods need to be defined. If a method is not defined,
+    # scrapy acts as if the downloader middleware does not modify the
+    # passed objects.
+
+    @classmethod
+    def from_crawler(cls, crawler):
+        # This method is used by Scrapy to create your spiders.
+        s = cls()
+        crawler.signals.connect(s.spider_opened, signal=signals.spider_opened)
+        return s
+
+    def process_request(self, request, spider):
+        # Called for each request that goes through the downloader
+        # middleware.
+
+        # Must either:
+        # - return None: continue processing this request
+        # - or return a Response object
+        # - or return a Request object
+        # - or raise IgnoreRequest: process_exception() methods of
+        #   installed downloader middleware will be called
+        return None
+
+    def process_response(self, request, response, spider):
+        # Called with the response returned from the downloader.
+
+        # Must either;
+        # - return a Response object
+        # - return a Request object
+        # - or raise IgnoreRequest
+        return response
+
+    def process_exception(self, request, exception, spider):
+        # Called when a download handler or a process_request()
+        # (from other downloader middleware) raises an exception.
+
+        # Must either:
+        # - return None: continue processing this exception
+        # - return a Response object: stops process_exception() chain
+        # - return a Request object: stops process_exception() chain
+        pass
+
+    def spider_opened(self, spider):
+        spider.logger.info('Spider opened: %s' % spider.name)

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/petmd/petmd/pipelines.py

+# Define your item pipelines here
+#
+# Don't forget to add your pipeline to the ITEM_PIPELINES setting
+# See: https://docs.scrapy.org/en/latest/topics/item-pipeline.html
+
+
+# useful for handling different item types with a single interface
+from itemadapter import ItemAdapter
+
+
+class PetmdPipeline:
+    def process_item(self, item, spider):
+        return item

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/petmd/petmd/settings.py

+import os
+import sys
+
+# DJANGO INTEGRATION
+
+sys.path.append(os.path.dirname(os.path.abspath('.')))
+# Do not forget the change iCrawler part based on your project name
+os.environ['DJANGO_SETTINGS_MODULE'] = 'Django_Crawlers.settings'
+
+# This is required only if Django Version > 1.8
+import django
+
+django.setup()
+
+BOT_NAME = 'petmd'
+
+SPIDER_MODULES = ['petmd.spiders']
+NEWSPIDER_MODULE = 'petmd.spiders'
+
+# Crawl responsibly by identifying yourself (and your website) on the user-agent
+USER_AGENT = 'trythisway'
+
+# Obey robots.txt rules
+ROBOTSTXT_OBEY = False
+
+
+# Configure maximum concurrent requests performed by Scrapy (default: 16)
+# CONCURRENT_REQUESTS = 32
+
+# Configure a delay for requests for the same website (default: 0)
+# See https://docs.scrapy.org/en/latest/topics/settings.html#download-delay
+# See also autothrottle settings and docs
+# DOWNLOAD_DELAY = 3
+# The download delay setting will honor only one of:
+# CONCURRENT_REQUESTS_PER_DOMAIN = 16
+# CONCURRENT_REQUESTS_PER_IP = 16
+
+# Disable cookies (enabled by default)
+# COOKIES_ENABLED = False
+
+# Disable Telnet Console (enabled by default)
+# TELNETCONSOLE_ENABLED = False
+
+# Override the default request headers:
+# DEFAULT_REQUEST_HEADERS = {
+#   'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',
+#   'Accept-Language': 'en',
+# }
+
+# Enable or disable spider middlewares
+# See https://docs.scrapy.org/en/latest/topics/spider-middleware.html
+# SPIDER_MIDDLEWARES = {
+#    'petmd.middlewares.PetmdSpiderMiddleware': 543,
+# }
+
+# Enable or disable downloader middlewares
+# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html
+# DOWNLOADER_MIDDLEWARES = {
+#    'petmd.middlewares.PetmdDownloaderMiddleware': 543,
+# }
+
+# Enable or disable extensions
+# See https://docs.scrapy.org/en/latest/topics/extensions.html
+# EXTENSIONS = {
+#    'scrapy.extensions.telnet.TelnetConsole': None,
+# }
+
+# Configure item pipelines
+# See https://docs.scrapy.org/en/latest/topics/item-pipeline.html
+# ITEM_PIPELINES = {
+#    'petmd.pipelines.PetmdPipeline': 300,
+# }
+
+# Enable and configure the AutoThrottle extension (disabled by default)
+# See https://docs.scrapy.org/en/latest/topics/autothrottle.html
+# AUTOTHROTTLE_ENABLED = True
+# The initial download delay
+# AUTOTHROTTLE_START_DELAY = 5
+# The maximum download delay to be set in case of high latencies
+# AUTOTHROTTLE_MAX_DELAY = 60
+# The average number of requests Scrapy should be sending in parallel to
+# each remote server
+# AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0
+# Enable showing throttling stats for every response received:
+# AUTOTHROTTLE_DEBUG = False
+
+# Enable and configure HTTP caching (disabled by default)
+# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings
+# HTTPCACHE_ENABLED = True
+# HTTPCACHE_EXPIRATION_SECS = 0
+# HTTPCACHE_DIR = 'httpcache'
+# HTTPCACHE_IGNORE_HTTP_CODES = []
+# HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage'

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/petmd/petmd/spiders/__init__.py

+# This package will contain the spiders of your Scrapy project
+#
+# Please refer to the documentation for information on how to create and manage
+# your spiders.

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/petmd/petmd/spiders/dogdiseases.py

+from scrapy import Spider
+from scrapy.http import Request
+
+
+class DogdiseasesSpider(Spider):
+    name = 'dogdiseases'
+    allowed_domains = ['petmd.com']
+    start_urls = ['https://www.petmd.com/dog/conditions']
+    custom_settings = {
+        'FEEDS': {
+            'api/data.csv':
+                {'format': 'csv'}
+        }
+    }
+
+    def __init__(self, disease=None):
+        self.disease = disease
+
+    def parse(self, response):
+        if self.disease:
+            disease_url = response.xpath('//*[contains(@href,"' + self.disease + '")]/@href').extract_first()
+            yield Request(response.urljoin(disease_url), callback=self.parse_disease)
+        else:
+            self.logger.info('Scraping all articles.')
+            diseases = response.xpath(
+                '//*[@class="kib-grid__item kib-grid__item--span-4@min-xs kib-grid__item--span-4@md kib-grid__item--span-4@min-lg"]/a/@href').extract()
+            for disease in diseases:
+                yield Request(response.urljoin(disease), callback=self.parse_disease)
+
+    def parse_disease(self, response):
+        disease_name = response.xpath('//title/text()').extract_first()
+        disease_name = disease_name.split(' | ')
+        disease_name = disease_name[0]
+
+        root = response.xpath('//*[@class="article_article_body__JKAEF"]')
+        topics = response.xpath('//h2/text()').extract()
+        for index, topic in enumerate(topics):
+            topic_heading = topic
+            path = './/p[count(preceding-sibling::h2)=' + str(index) + ']/text()'
+            topic_description = root.xpath(path).extract()
+
+            yield {
+                'disease_name': disease_name,
+                'topic_heading': topic_heading,
+                'topic_description': topic_description
+            }
+
+        yield {
+            'disease_name': disease_name,
+            'topic_heading': 'Disease Link',
+            'topic_description': response
+        }

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/petmd/scrapy.cfg

+# Automatically created by: scrapy startproject
+#
+# For more information about the [deploy] section see:
+# https://scrapyd.readthedocs.io/en/latest/deploy.html
+
+[settings]
+default = petmd.settings
+
+[deploy]
+#url = http://localhost:6800/
+project = petmd

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/requirements.txt

 asgiref==3.5.2

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/runtime.txt

+python-3.10.4
\ No newline at end of file

Ontology_Based_Information_System/Completed Automated Knowledge Base Generation/templates/base.html

+<!DOCTYPE html>
+<html lang="en">
+{#<link rel="stylesheet" href="{{ url_for('static', filename='style.css')}}">#}
+
+<head>
+    <meta charset="UTF-8">
+    <title>Chatbot</title>
+</head>
+<body>
+<div class="container">
+    <div class="chatbox">
+        <div class="chatbox__support">
+            <div class="chatbox__header">
+                <div class="chatbox__image--header">
+                    <img src="https://img.icons8.com/color/48/000000/circled-user-female-skin-type-5--v1.png" alt="image">
+                </div>
+                <div class="chatbox__content--header">
+                    <h4 class="chatbox__heading--header">Chat support</h4>
+                    <p class="chatbox__description--header">Hi. My name is Sam. How can I help you?</p>
+                </div>
+            </div>
+            <div class="chatbox__messages">
+                <div></div>
+            </div>
+            <div class="chatbox__footer">
+                <input type="text" placeholder="Write a message...">
+                <button class="chatbox__send--footer send__button">Send</button>
+            </div>
+        </div>
+        <div class="chatbox__button">
+{#            <button><img src="{{ url_for('static', filename='images/chatbox-icon.svg') }}" /></button>#}
+        </div>
+    </div>
+</div>
+
+
+</body>
+</html>
\ No newline at end of file