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A Novel Architecture for Learner-Centric Curriculum Sequencing in Adaptive Intelligent Tutoring System

A Novel Architecture for Learner-Centric Curriculum Sequencing in Adaptive Intelligent Tutoring System
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Author(s): Ninni Singh (University of Petroleum and Energy Studies, India), Neelu Jyothi Ahuja (University of Petroleum and Energy Studies, India)and Amit Kumar (University of Petroleum and Energy Studies, India)
Copyright: 2020
Pages: 21
Source title: Natural Language Processing: Concepts, Methodologies, Tools, and Applications
Source Author(s)/Editor(s): Information Resources Management Association (USA)
DOI: 10.4018/978-1-7998-0951-7.ch035

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Abstract

An ideal face-to-face tutor learner interaction aims to offer learning to the learner in a manner that best suits an individual learner's learning level and learning style. This ability of differentiated instruction has been built in Seis-Tutor Intelligent Tutoring system, developed to offer subject matter knowledge of ‘Seismic Data Interpretation,' a field of geo-physics. The detailed architecture of learner-centric curriculum sequencing module, built to this effect, with its components, sub-components, their interconnected functioning, to generate exclusive learning path, have been described. An algorithm for learner-centric curriculum sequencing, a mathematical model and proposed implementation using a case study has been elaborated.

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