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Automatic question generation and answer assessment: a survey

Bidyut Das, Mukta Majumder, Santanu Phadikar, Arif Ahmed Sekh

2021Research and Practice in Technology Enhanced Learning110 citationsDOIOpen Access PDF

Abstract

Abstract Learning through the internet becomes popular that facilitates learners to learn anything, anytime, anywhere from the web resources. Assessment is most important in any learning system. An assessment system can find the self-learning gaps of learners and improve the progress of learning. The manual question generation takes much time and labor. Therefore, automatic question generation from learning resources is the primary task of an automated assessment system. This paper presents a survey of automatic question generation and assessment strategies from textual and pictorial learning resources. The purpose of this survey is to summarize the state-of-the-art techniques for generating questions and evaluating their answers automatically.

Topics & Concepts

Computer scienceTask (project management)The InternetArtificial intelligenceMultimediaWorld Wide WebData scienceEngineeringSystems engineeringMultimodal Machine Learning ApplicationsTopic ModelingWikis in Education and Collaboration
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