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When we are considering about online education we identified some challenges that teachers are facing. Such as looking for each students behavior while lecture is going on, identify exam cheater , mark the answers of each student when there are so much students. The first problem we identified is while the lectures/lessons going on all the student must focus on the lecture/lesson. In the on class lectures teacher can practically see what students doing. In the online classes it’s not practical. Teacher can’t practically look for everyone’s camera for detect what they doing. That’s why we developing a system to detect what students doing. In that method we get the students camera footage real-time and detect what they doing using AI. But If the student do not switch on the camera, the system can’t detect if he/she doing other Non educational stuff while attending to lectures. Non educational stuff means something like having food, chatting with others, sleeping while lecture goes on, calling etc. Just like detecting what students doing while lectures, we developing a method to detect cheating while doing exams. The both methods are developing same way. But in this method system is using both camera footage and data from mic real-time . Students must switch on both camera and mic to detect if they cheating while doing exams. If they don’t, system can’t detect it.
**Individual research question:**
* **Thilakarathna U.G.C.
When we are considering about online education we identified some challenges that teachers are facing. Such as looking for each student’s behavior while lecture is going on, identify exam cheater, mark the answers of each student when there are so much students.How to implement kids’ behavior detection in an online class? We identified is while the lectures/lessons going on all the student must focus on the lecture/lesson. In the on class lectures teacher can practically see what students doing. In the online classes it’s not practical. Teacher can’t practically look for everyone’s camera for detect what they doing. That’s why we developing a system to detect what students doing. In that method we get the students camera footage real-time and detect what they doing using AI. But if the student do not switch on the camera, the system can’t detect if he/she doing other Non-educational stuff while attending to lectures. Non educational stuff means something like having food, chatting with others, sleeping while lecture goes on, calling etc.
* Fernando P.I.S.P.
Thilakarathna U.G.C.
When we are considering about online education we identified some challenges that teachers are facing. Such as looking for each student’s behavior while lecture is going on, identify exam cheater, mark the answers of each student when there are so much students.How to implement kids’ behavior detection in an online class? We identified is while the lectures/lessons going on all the student must focus on the lecture/lesson. In the on class lectures teacher can practically see what students doing. In the online classes it’s not practical. Teacher can’t practically look for everyone’s camera for detect what they doing. That’s why we developing a system to detect what students doing. In that method we get the students camera footage real-time and detect what they doing using AI. But if the student do not switch on the camera, the system can’t detect if he/she doing other Non-educational stuff while attending to lectures. Non educational stuff means something like having food, chatting with others, sleeping while lecture goes on, calling etc.
Fernando P.I.S.P.
Due to the pandemic most of schools and universities have been shutdown and they conduct their lessons and lectures using zoom and MS Teams to finish academic period. But there is no proper solution for conducting exams online. According to that most universities and schools has decided to cancel exams and change it to assignments just copy and paste from the internet. According to that there needs to be a solution for solve above exam problem. E-learning has become a necessity in education and nowadays it plays a major role in the delivery of education. Researchers have pointed out various kinds of problems when teachers and students using E-learning technologies. Traditional method of learning may not be adequate in online classroom. Sometimes teachers with culture barriers and students with different attitudes do not work well in the online education. When we consider about E-learning, we have identified some challenges and problems that teachers, students are facing during online classrooms[10]. Technological challenges are main problem that students and teachers facing during exams. They are bugs and errors, speed, availability and features not correctly working or not properly working according to what teacher and students require. Technical errors, bugs and slowness are critical for success of E-learning. If E-learning systems do not function properly then it will negatively affect[9]. First problem is students lack of concentration on lessons. Students doing non educational activities during the class. Such as Eating foods, playing mobile games, Sleeping, chatting and talking with friends. If it is a physical class teacher can see what students are doing and detect if students are sleeping, eating foods or chatting with friends. But if we consider an online classes teachers unable to detect activities mentioned above. It’s not practical to each every students during online classes. Second problem is students cheating during online class exams. Cheating in exams has been a widespread problem. Online examination is an integral part of E-learning. According to that exams are conducting remotely. As a results of being able to easily cheat during online exams, need a method that can reduce and prevent exam cheating. For mitigate and reduce above problems we are going to introduce an E-learning platform.
* Rathnayaka R.M.Y.A.B.
Rathnayaka R.M.Y.A.B.
After reviewing the literature of various authors, we found a need to develop an intelligent system which takes into consideration different factors like question type, expected answer, important keywords, synonyms, grammar, conceptual knowledge for evaluating descriptive answers. Examiners get bored by checking many answer sheets, hence the system reduces their workload by automating the manual checking process accurately. The system calculates the score and provides results instantly. It removes human errors that commonly occur during manual checking. The system provides an unbiased result. Thus the system excludes human efforts and saves time and resources. This system can be used in schools, colleges, coaching and institutes for checking answer sheets. The system can also be implemented in different organizations that conduct regular exams. System is: Load Balancing: Since the system will be available only the admin logs in the amount of will be limited to time period of admin access. Easy Accessibility: Records can be easily accessed and store and other information respectively. User Friendly: The system will be giving a very user friendly approach for all user. Efficient and reliable: Maintaining the all secured and database on the server which will be accessible according the user requirement without any maintenance cost will be a very efficient as compared to storing all the customer data on the spreadsheet or in physically in the record books. Easy maintenance: AI Answer Verifier system is design as easy way. So maintenance is also easy. The system has been developed with much care that it is free of errors and at the same time it is efficient and less time consuming.
* Bandara A.M.R.Y.
Bandara A.M.R.Y.
Today, we know, there are many games specifically designed as educational games. As well as a number of entertainment games that have been successfully used for educational purposes. Mostly this games are include levels with grading system. We know each student are in different educational level. Hence our system develop to check student's knowledge level according to the exam marks held via our system. We are hoping to address above mention issues with kind of flexible system.**
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