Construction of a literature review support system using latent Dirichlet allocation

Yusuke Kometani, Keizo Nagaoka

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)

    Abstract

    The role of universities in imparting knowledge to students is declining as e-learning and massive open online courses become widespread, and it seems likely that eventually only seminar activities will remain on university campuses. Prof. Nagaoka, Waseda University in Japan, previously proposed the importance of making seminar activities the core of university education, considering them as a “university within a university,” and furthermore proposed the concept of a seminar management system (SMS). Following this proposal, we report on the development of a literature review support system using latent Dirichlet allocation as one aspect of an SMS.

    Original languageEnglish
    Title of host publicationHuman Interface and the Management of Information: Applications and Services - 18th International Conference, HCI International 2016, Proceedings
    PublisherSpringer Verlag
    Pages159-167
    Number of pages9
    Volume9735
    ISBN (Print)9783319403960
    DOIs
    Publication statusPublished - 2016
    Event18th International Conference on Human-Computer Interaction, HCI International 2016 - Toronto, Canada
    Duration: 2016 Jul 172016 Jul 22

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume9735
    ISSN (Print)03029743
    ISSN (Electronic)16113349

    Other

    Other18th International Conference on Human-Computer Interaction, HCI International 2016
    CountryCanada
    CityToronto
    Period16/7/1716/7/22

    Fingerprint

    Literature Review
    Technical presentations
    Dirichlet
    Electronic Learning
    Japan
    Education
    Students
    Likely
    Universities

    Keywords

    • Latent Dirichlet allocation
    • Literature review support system
    • Seminar activity
    • SMS (seminar management system)
    • University within a university

    ASJC Scopus subject areas

    • Computer Science(all)
    • Theoretical Computer Science

    Cite this

    Kometani, Y., & Nagaoka, K. (2016). Construction of a literature review support system using latent Dirichlet allocation. In Human Interface and the Management of Information: Applications and Services - 18th International Conference, HCI International 2016, Proceedings (Vol. 9735, pp. 159-167). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9735). Springer Verlag. https://doi.org/10.1007/978-3-319-40397-7_16

    Construction of a literature review support system using latent Dirichlet allocation. / Kometani, Yusuke; Nagaoka, Keizo.

    Human Interface and the Management of Information: Applications and Services - 18th International Conference, HCI International 2016, Proceedings. Vol. 9735 Springer Verlag, 2016. p. 159-167 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9735).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Kometani, Y & Nagaoka, K 2016, Construction of a literature review support system using latent Dirichlet allocation. in Human Interface and the Management of Information: Applications and Services - 18th International Conference, HCI International 2016, Proceedings. vol. 9735, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9735, Springer Verlag, pp. 159-167, 18th International Conference on Human-Computer Interaction, HCI International 2016, Toronto, Canada, 16/7/17. https://doi.org/10.1007/978-3-319-40397-7_16
    Kometani Y, Nagaoka K. Construction of a literature review support system using latent Dirichlet allocation. In Human Interface and the Management of Information: Applications and Services - 18th International Conference, HCI International 2016, Proceedings. Vol. 9735. Springer Verlag. 2016. p. 159-167. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-40397-7_16
    Kometani, Yusuke ; Nagaoka, Keizo. / Construction of a literature review support system using latent Dirichlet allocation. Human Interface and the Management of Information: Applications and Services - 18th International Conference, HCI International 2016, Proceedings. Vol. 9735 Springer Verlag, 2016. pp. 159-167 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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