Delivering context-aware learning guidance in the mobile learning environment based on information theory

Rita Kuo, Min Chang Wu, Alex Chang, Maiga Chang, Jia Sheng Heh

    Research output: Chapter in Book/Report/Conference proceedingPublished Conference contributionpeer-review

    11 Citations (Scopus)

    Abstract

    Mobile Learning makes students get the advantages of both traditional learning and e-learning. How to give students learning sequence suggestions in the mobile learning environment is a big issue and is also the goal of this paper. This research uses knowledge map to store the characteristics of each learning object and designs a situated map to represent spatial knowledge in the mobile learning environment. By using these two knowledge structures, knowledge map and situated map, the system created by this research can generate various navigation sentences and ask students to observe the characteristics of learning objects. This research also takes information theory into consideration in order to decide which navigation sentence should deliver to the student first. The system calculates the entropy for each generated sentence and finds the most appropriate one to deliver to the student. At the end of this paper, an experiment system is implemented for the 5th year biology course, Plant Observation.

    Original languageEnglish
    Title of host publicationProceedings - The 7th IEEE International Conference on Advanced Learning Technologies, ICALT 2007
    Pages362-366
    Number of pages5
    DOIs
    Publication statusPublished - 2007
    Event7th IEEE International Conference on Advanced Learning Technologies, ICALT 2007 - Niigata, Japan
    Duration: 18 Jul. 200720 Jul. 2007

    Publication series

    NameProceedings - The 7th IEEE International Conference on Advanced Learning Technologies, ICALT 2007

    Conference

    Conference7th IEEE International Conference on Advanced Learning Technologies, ICALT 2007
    Country/TerritoryJapan
    CityNiigata
    Period18/07/0720/07/07

    Keywords

    • Knowledge map
    • Learning navigation
    • Mobile Learning
    • Situated learning

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