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- W117008735 abstract "We propose a new semi-automated method for generating personalized learning paths from the Wikipedia online encyclopedia by following inter-article hyperlink chains based on various rankings that are retrieved from the statistics of the articles. Alternative perspectives for learning topics are achieved when the next hyperlink to access is selected based on hierarchy of hyperlinks, repetition of hyperlink terms, article size, viewing rate, editing rate, or user-defined weighted mixture of them all. We have implemented the method in a prototype enabling the learner to build independently concept maps following her needs and consideration. A list of related concepts is shown in a desired type of ranking to label new nodes (titles of target articles for current hyperlinks) accompanied with parsed explanation phrases from the sentences surrounding each hyperlink to label directed arcs connecting nodes. In experiments the alternative ranking schemes well supported various learning needs suggesting new pedagogical networking practices." @default.
- W117008735 created "2016-06-24" @default.
- W117008735 creator A5036258108 @default.
- W117008735 date "2010-01-01" @default.
- W117008735 modified "2023-09-23" @default.
- W117008735 title "PERSONALIZED LEARNING PATHS BASED ON WIKIPEDIA ARTICLE STATISTICS" @default.
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- W117008735 doi "https://doi.org/10.5220/0002800901100120" @default.
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