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- W4308191005 abstract "Recently, online mode–based education is having more demand. Major reason behind this that the learners can easily gain insight of the concepts sitting at any geographically location. Also this has paved way for conducting exams in online mode. The knowledge gained by the students through online study has to be assessed. Hence, online assessment system helps to assess knowledge level gained by a learner and highlight the weaker portions of those concepts in the course of study. Need of the hour during any crisis is that education system of a country has to improved, which can be enriched through online assessment kind of system. Conducting examination and answer evaluation are hectic. Testing tools for assessing academic performance, integration of ideas are highly required but might have challenges from the perspective of resource availability and time constraints in order to generate question and evaluate responses automatically. Also, security concerns is one of the other important challenges to conquer. Hence, this chapter proposes an automated assessment system using supervised machine learning algorithm. The proposed system automatically generate questions with its respective answers and assess user responses. It then corrects the responses given by the learner based on the answers generated and records the results." @default.
- W4308191005 created "2022-11-09" @default.
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- W4308191005 date "2022-11-04" @default.
- W4308191005 modified "2023-09-26" @default.
- W4308191005 title "Online Assessment System Using Natural Language Processing Techniques" @default.
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- W4308191005 doi "https://doi.org/10.1002/9781119857686.ch5" @default.
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