Enhancing IR with user-centric integrated approach of interest change driven layered profiling and user contributions

Roman Y. Shtykh, Qun Jin

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

    4 Citations (Scopus)

    Abstract

    We discuss an approach to enhance conventional IR with contributions (relevance judgments) done by users interacting with a document collection and personalization by profiles inside the collaborative search and sharing system. It is designed to capture user search intentions derived from explicit and implicit feedback and keep analyzed data in layered profiles for further query augmentation, document recommendation and contribution personalization in the form of "subjective index." For profile generation and document evaluation we propose an interest change driven profiling mechanism which reflects all dynamics of user search intentions.

    Original languageEnglish
    Title of host publicationProceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07
    Pages240-245
    Number of pages6
    Volume2
    DOIs
    Publication statusPublished - 2007
    Event21st International Conference on Advanced Information Networking and ApplicationsWorkshops/Symposia, AINAW'07 - Niagara Falls, ON
    Duration: 2007 May 212007 May 23

    Other

    Other21st International Conference on Advanced Information Networking and ApplicationsWorkshops/Symposia, AINAW'07
    CityNiagara Falls, ON
    Period07/5/2107/5/23

    Fingerprint

    Profiling
    Personalization
    Feedback
    Augmentation
    Recommendations
    Sharing
    Query
    Evaluation
    Profile

    ASJC Scopus subject areas

    • Computer Networks and Communications
    • Software
    • Mathematics(all)

    Cite this

    Shtykh, R. Y., & Jin, Q. (2007). Enhancing IR with user-centric integrated approach of interest change driven layered profiling and user contributions. In Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07 (Vol. 2, pp. 240-245). [4221067] https://doi.org/10.1109/AINAW.2007.175

    Enhancing IR with user-centric integrated approach of interest change driven layered profiling and user contributions. / Shtykh, Roman Y.; Jin, Qun.

    Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07. Vol. 2 2007. p. 240-245 4221067.

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

    Shtykh, RY & Jin, Q 2007, Enhancing IR with user-centric integrated approach of interest change driven layered profiling and user contributions. in Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07. vol. 2, 4221067, pp. 240-245, 21st International Conference on Advanced Information Networking and ApplicationsWorkshops/Symposia, AINAW'07, Niagara Falls, ON, 07/5/21. https://doi.org/10.1109/AINAW.2007.175
    Shtykh RY, Jin Q. Enhancing IR with user-centric integrated approach of interest change driven layered profiling and user contributions. In Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07. Vol. 2. 2007. p. 240-245. 4221067 https://doi.org/10.1109/AINAW.2007.175
    Shtykh, Roman Y. ; Jin, Qun. / Enhancing IR with user-centric integrated approach of interest change driven layered profiling and user contributions. Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07. Vol. 2 2007. pp. 240-245
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