Enhancing Online Examination Systems through Synonym-Based Answer Matching
- DOI
- 10.2991/978-94-6463-716-8_84How to use a DOI?
- Keywords
- Online Examination system; Question Answering (QA); Synonym based Matching
- Abstract
The Question Answering system provides relevant answers or information to user queries. In the online examination system, the system checks the answers with the model answers and generates the result. The system rejects responses based on synonyms and instead verifies the result based on keyword matching. In this article, we concentrated on the topic and used Jaccard Similarity to compare the student response with the model response. The similarity is determined by how closely the student’s response matches with the model response. If student responses do not match with the model responses, they should match those in the synonym dictionary. The result generates good results when student answers match with model answers and synonyms dictionary than student answers only match with model answers.
- Copyright
- © 2025 The Author(s)
- Open Access
- Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.
Cite this article
TY - CONF AU - Aarti P. Raut AU - C. Namrata Mahender PY - 2025 DA - 2025/05/26 TI - Enhancing Online Examination Systems through Synonym-Based Answer Matching BT - Proceedings of the International Conference on Recent Advancements and Modernisations in Sustainable Intelligent Technologies and Applications (RAMSITA 2025) PB - Atlantis Press SP - 1139 EP - 1149 SN - 1951-6851 UR - https://doi.org/10.2991/978-94-6463-716-8_84 DO - 10.2991/978-94-6463-716-8_84 ID - Raut2025 ER -