Intelligent Tutoring System for Evaluating Student Performance in Descriptive Answers Using Natural Language Processing
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Comparative Studies | Computer Science & Engineering | India | Volume 3 Issue 9, September 2014

Intelligent Tutoring System for Evaluating Student Performance in Descriptive Answers Using Natural Language Processing

Shweta Patil, Sonal Patil

Computer Assisted Assessment of free-text answers has established a great deal of work during the last years due to the need of evaluating the deep understanding of the lessons concepts that, according to most educators and researchers, cannot be done by simple MCQ testing. In this paper we have reviewed the techniques underpinned this system, the description of currently available systems for marking short free text response and finally proposed a system that would evaluate the descriptive type answers using Natural Language Processing and lastly compared the results obtain by human graders and proposed system. We have also compared the results of proposed system with existing systems.

Keywords: Computer Assisted Assessment, Short free text response, Descriptive type answer, Natural Language Processing

Edition: Volume 3 Issue 9, September 2014

Pages: 779 - 783

Share this Article

How to Cite this Article?

Shweta Patil, Sonal Patil, "Intelligent Tutoring System for Evaluating Student Performance in Descriptive Answers Using Natural Language Processing", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SEP14203, Volume 3 Issue 9, September 2014, 779 - 783

68 PDF Views | 56 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Natural Language Processing'

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2205 - 2207

A Survey of Generating Multi-Document Summarizations

Patil Ajita S., P. M. Mane

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 9, September 2020

Pages: 759 - 761

Empirical Study of Fake Reviews Detection of Online Reviews from E-Commerce Website

Phani K. Cheruku, Atul Kumar

Share this Article

Comparative Studies, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 779 - 783

Intelligent Tutoring System for Evaluating Student Performance in Descriptive Answers Using Natural Language Processing

Shweta Patil, Sonal Patil

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2317 - 2320

Classification Techniques: A Survey

Sneha Pradeep Vanjari, V. D. Thombre

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 2323 - 2326

Review of Dual Sentiment Analysis

Bhagyashri Ramesh Jadhav, Manjushri Mahajan

Share this Article
Top