How to automate evaluation of 'Long and subjective' answers for online exams?
Currently i am working with NSE.IT Limited (Mumbai) as Trainee associate Systems Analyst. Recently i have been assigned to research project where i have to research on "How to automate evaluation of 'Long and subjective' answers for online exams?". Till now i have came across solutions like NLP (Natural Language Processing), LSI (latent semantic indexing) techniques through which we can achieve the same. I am seeking for more help and for efficient solution i can have. your help would be appreciable 😀
Replies
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Ankita KatdareThat is a great question @#-Link-Snipped-#
Even popular exams like TOEFL and GRE haven't automated the evaluation process for essay-questions
I think a lot of projects that involve evaluating descriptive answers online are available. -
Gaurav Shinde
@#-Link-Snipped-# Yep you are right. But the problem is those projects are having very much less information. I am very much keen to research on the same and expecting help from all #CrazyEngineers.Ankita KatdareThat is a great question @#-Link-Snipped-#
Even popular exams like TOEFL and GRE haven't automated the evaluation process for essay-questions
I think a lot of projects that involve evaluating descriptive answers online are available.
Thank You 😀 -
Gaurav Shinde#-Link-Snipped-# I have successfully developed system for "To automate evaluation of 'Long and subjective' answers for online exams". Thank You
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Ankita KatdareThat's simply great. So, what was the most efficient solution that you employed for your system? What kind of research did you do before selecting the best technology?
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Gaurav ShindeIt was and still it has been great and fruitful journey for me 👍 . I have done R & D on NLP (Natural Language Processing) which comes under Artificial Intelligence. Another one was LSA (Latent Semantic Analysis) which is also AI but more of a statistic module. I chose NLP over LSA because NLP Java API is open source and one can customise it as per requirements. It took around 7 months to complete my R & D assignment. And I achieved what i wanted.
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Ankita KatdareMany congratulations #-Link-Snipped-# It would be great if you can showcase your project's results in CE Projects section -
#-Link-Snipped-#
A lot many engineers/students will be inspired with your ideas. -
Gaurav ShindeYeah sure 😀
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Himanshu Vashistha
@Gaurav Shinde - Did you post the project anywhere? I would like to see how you did it back in 2014-15. Thanks in advance!
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