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- W25165510 abstract "Due to the advancement in information technology and varied learner group, e-learning has become popular. For achieving the adaptivity in learning, predefined concept map is used to provide proper guidance. Many researches propose various approaches in developing concept map by considering only binary numeric grade. Also, weight of concepts in each learning item is not properly considered. In this study, a Three-phase concept map design for adaptivity is proposed. This approach is an efficient one, since the first phase discards all unrelated items which may distract further analysis. Here, Norm-referencing in Item Analysis approach is used to find the item discrimination for elimination of irrelevant items. The second phase, computes all the grade association rules till Large_3 Item Sets. The weight of concept in each learning item is considered and prerequisite concepts are found which is not having any redundancy and cyclic in its map, thereby facilitating the next step of procedure. The final phase constructs the concept map with maximum confidence in a capable manner since most of the surplus computation is abolished in earlier phases. Finally, the concept map can be used in tutoring system, thereby enhancing the adaptivity in e-learning." @default.
- W25165510 created "2016-06-24" @default.
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- W25165510 date "2012-01-01" @default.
- W25165510 modified "2023-09-25" @default.
- W25165510 title "An Augmented Three-Phase Concept Map Design for an Adaptive Learning System" @default.
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- W25165510 doi "https://doi.org/10.1007/978-3-642-29219-4_62" @default.
- W25165510 hasPublicationYear "2012" @default.
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