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 ApplicationsWorkshops/Symposia, AINAW'07
Pages240-245
Number of pages6
DOIs
Publication statusPublished - 2007 Oct 18
Event21st International Conference on Advanced Information Networking and ApplicationsWorkshops/Symposia, AINAW'07 - Niagara Falls, ON, Canada
Duration: 2007 May 212007 May 23

Publication series

NameProceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07
Volume2

Conference

Conference21st International Conference on Advanced Information Networking and ApplicationsWorkshops/Symposia, AINAW'07
CountryCanada
CityNiagara Falls, ON
Period07/5/2107/5/23

ASJC Scopus subject areas

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

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    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 ApplicationsWorkshops/Symposia, AINAW'07 (pp. 240-245). [4221067] (Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07; Vol. 2). https://doi.org/10.1109/AINAW.2007.175