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£59.00

LAP Lambert Academic Publishing Learner Modeling in Continuously Adapting Hypermedia: Inferring Dynamic Learning Behavior

Name: Learner Modeling in Continuously Adapting Hypermedia: Inferring Dynamic Learning Behavior
Brand: LAP Lambert Academic Publishing
Price: 59.0 GBP
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Education

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Description

Adaptive Hypermedia offers a technological solution for individualized and optimized online learning. However, effectively adapting web-based educational systems to individual learning traits remains an open issue. This work investigates adaptivity based on an innovative learning style cycle approach, which allows for the observation of learner interaction behavior over instructional events designed to attend to all different learning styles. The ADaPtor system was developed with the goal of optimizing learning efficiency and effectiveness by gradually and iteratively adapting the learning cycle based on learner behavior and performance. ADaPtor¿s adaptivity scheme personalizes presentation, content and navigation to satisfy individual learning needs. Three learning cycles were developed for evaluating ADaPtor. Results were encouraging: learning efficiency was optimized while effectiveness was comparable to a control group when learners started following adaptive recommendations more often. This research provides the online learning community with a tool for using a learning style cycle in adapting to individual learning traits.

Product Specifications

Brand: LAP Lambert Academic Publishing
Format: paperback
ASIN: 3838307801
Category: Books > Subjects > Science, Nature & Maths > Education
Domain: Amazon UK
Release Date: 24 August 2009
Listed Since: 25 August 2009

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LAP Lambert Academic Publishing Learner Modeling in Continuously Adapting Hypermedia: Inferring Dynamic Learning Behavior

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