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    Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/45530

    Title: An Intelligent Semantic Agent for e-Learning Message Communication
    Authors: 王英宏;Wang, Ying-hong;王文男;Wang, Wen-nan;林志豪;Lin, Chih-hao
    Contributors: 淡江大學資訊工程學系
    Date: 2005-09-01
    Issue Date: 2010-03-26 19:28:32 (UTC+8)
    Publisher: 中央研究院資訊科學研究所
    Abstract: This paper presents an English chat room system in which students discuss course contents and ask questions to and receive from teachers and other students. A novel mechanism is also proposed that does not require that supervisors constantly remain online to handle queries. The mechanism contains an agent that detects syntax errors in sentences written by the online users and also checks the semantics of each sentence. Learners may make a semantic level mistake imply that they do not understanding the course topic or particular issue. The agent can thus offer recommendations to the user and analyze the data of the learner corpus. When users query the system or others, this system will attempt to find the answers from the knowledge ontology or learner corpus that is stored in the records of previous user comments. If sufficient numbers of QA pairs can be obtained, the FAQ can be provided for the learners.
    Relation: Journal of information science and engineering 21(5), pp.1031-1051
    DOI: 10.1109/AINA.2005.110
    Appears in Collections:[Graduate Institute & Department of Computer Science and Information Engineering] Journal Article

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