Eduassesspro: An Automated Quiz Generator and Exam Creator

Authors

  • Ashwini Khairkar Professor in Information Technology Department, Bharati Vidyapeeth’s College of Engineering for Women (BVCOEW), Savitribai Phule Pune University (SPPU), Pune, India. Author
  • Sanjivani Bulbule UG - Information Technology, Bharati Vidyapeeth’s College of Engineering for Women (BVCOEW), Savitribai Phule Pune University (SPPU), Pune, India. Author
  • Sneha Manchalkar UG - Information Technology, Bharati Vidyapeeth’s College of Engineering for Women (BVCOEW), Savitribai Phule Pune University (SPPU), Pune, India. Author
  • Shweta Phatate UG - Information Technology, Bharati Vidyapeeth’s College of Engineering for Women (BVCOEW), Savitribai Phule Pune University (SPPU), Pune, India. Author
  • Krishna Soni UG - Information Technology, Bharati Vidyapeeth’s College of Engineering for Women (BVCOEW), Savitribai Phule Pune University (SPPU), Pune, India. Author

DOI:

https://doi.org/10.47392/IRJASH.2024.027

Keywords:

Quiz Generation, NLP, MCQ generation, Grading, Exam Creation, Assessment

Abstract

The standard exam creation process is slow and arduous for both teachers and students which lead to delay in result declaration. Multiple-choice questions (MCQs) are recognized as the best way of assessing student understanding. This project try to address these challenges faced in assessments. This project focuses on generating objective questions with correct answers based on input text by the user with the help of quiz generator bot, exam creation bot, interactive quiz bot and grading bot collectively streamlining the entire process which will help to create engaging and challenging assessments for students. Input to this platform will be a random text in the form of pdf, docx or txt given by user based on which quiz will be generated by means of NLP techniques for pre-processing, BERT Algorithm, WordNet, PKE and T5 Algorithm, the system not only facilitates efficient question generation but also stores all questions and student results for future reference. The system stores all the questions generated on a particular topic as well as the results and grades received by the students. This integrated platform offers fixed question tests with immediate feedback, simplifying the assessment process for both educators and students, providing a quick and easy way to assess student understanding on topic.

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Published

2024-07-27