How is AI helping paper graders in e-learning?
E-learning solutions have improved a lot all over the world, but such solutions can give better results when Artificial Intelligence (AI) is used. AI has proven to be highly effective. Machine learning has become a part of our daily life. Whenever we use apps to order food, it gives estimated cost of delivery time. If we’ve ever ordered from the app before, it stores this information and provides an estimate based on that. Machine learning is now also used to create better e-learning solutions. AI is being used as an alternative to teachers when it comes to assessing exam answer sheets because:
1. AI is better at evaluating students
Teachers are also using machine learning as it helps them. Teachers can assess students, but computers are better at it when they do similar tasks. Through artificial intelligence, computers can gain deeper insight into the learning patterns of students. This helps them to evaluate the areas where a student needs improvement.
When machine learning algorithms are used in e-learning solutions, they can store and evaluate data about a student, such as whether they are weak in grammar or spelling. Therefore, when programs are developed based on this data, their assessments can be rapidly tested. The student may also be assessed for their understanding of the topic.
Artificial intelligence is also used to detect which students have cheated. Sometimes teachers can’t detect whether a student’s assignment has been completed by someone else, but AI can do that. It can analyze student’s handwriting and find out whether it is original or not. Maybe someone has completed the test in handwriting of a student who is learning a machine Algorithm Can find out by analyzing the scanned copy of the answer sheet.
2. Shortage of Human Evaluators
Here, computer based assessment is more beneficial as it does not assess the students on the basis of their handwriting. However, in case of MOOCs handwritten e-learning assessment is used , But the problem is how to get the evaluator. Students can upload their written assessment on LMS. Essay-based questions test advanced cognitive processes that MCQs cannot, so the former should be included.
Therefore, AI is helping to create better test trials in e-learning solutions, as the supply of human evaluators may be short. Teachers and trainers have more time to spend with students through the use of AI for this purpose. This is because AI has taken over the task of grading examinations. AI can also help universities grade admission essays submitted by students. Teachers will no longer have to undertake the duty of segregating the scanned answer sheets submitted by the students. AI is used to examine a number of questions submitted by the students/staff as a part of the e-learning solution.
In the traditional method of checking assessment, two teachers were tasked with grading scripts for the same test. This method ensured that the students did not face any bias when their answers were checked. Although this method protected the interests of the students, it was time-consuming for the teachers. But due to AI-based grading solutions, the quality of assessment checks has not been affected, although teachers’ time has been reduced.
3. Saves a teacher’s time
Learners may also have problems navigating e-learning solutions. They may have questions that have to be answered in real time, but teachers don’t have time. So even when teachers are busy attending other sessions, the staff/students can get answers through the chatbot. Chatbots are like virtual instructors who can browse through the entire e-learning material to find answers for the students.
Virtual tutors developed through artificial intelligence are also proving to be helpful. This is because they can recognize any tension in the student’s voice. In this way, teachers learn when a student needs attention. Teachers understand students’ behavior through emotion-detecting AI algorithms, which let them know whether the student understands something through their facial expressions and voice.
Unlike MCQ’S, Essays do not provide any help to the students
Students need to take tests to improve their understanding, and essays facilitate this because students have to think before writing anything. opposite of this MCQs, the students do not get any help from the various options presented. However, students should be given a time limit, such as 10-15 minutes, to answer essay-based questions. Also, they should be given some pointers about what to write in their answers so that they don’t write vague or unrelated essay answers. In order to lengthen the answer, students should not write in their answer sheets with rubbish.
What are AI Paper Graders?
A paper grader is a software solution used for this purpose. This software also provides accurate marks for research papers. This software collects all the parameters used for grading through assignments checked by professors. It uses the same metrics for evaluating student papers. AI paper grading software never gets old as it constantly updates itself by scanning the answer sheets checked by the human evaluator. Also, the software does not have any problem in understanding handwriting as it has optical character recognition feature. It also helps to evaluate answers in different languages; Hence the university need not employ multilingual evaluators.
originally published creativetechnologies.com,