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

Roman Y. Shtykh; Qun Jin

doi:10.1109/AINAW.2007.175

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

Roman Y. Shtykh^*, Qun Jin

^*Corresponding author for this work

School of Human Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 language	English
Title of host publication	Proceedings - 21st International Conference on Advanced Information Networking and ApplicationsWorkshops/Symposia, AINAW'07
Pages	240-245
Number of pages	6
DOIs	https://doi.org/10.1109/AINAW.2007.175
Publication status	Published - 2007 Oct 18
Event	21st International Conference on Advanced Information Networking and ApplicationsWorkshops/Symposia, AINAW'07 - Niagara Falls, ON, Canada Duration: 2007 May 21 → 2007 May 23

Publication series

Name	Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07
Volume	2

Conference

Conference	21st International Conference on Advanced Information Networking and ApplicationsWorkshops/Symposia, AINAW'07
Country/Territory	Canada
City	Niagara Falls, ON
Period	07/5/21 → 07/5/23

ASJC Scopus subject areas

Computer Networks and Communications
Software
Mathematics(all)

Access to Document

10.1109/AINAW.2007.175

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 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

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

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 ApplicationsWorkshops/Symposia, AINAW'07., 4221067, Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07, vol. 2, pp. 240-245, 21st International Conference on Advanced Information Networking and ApplicationsWorkshops/Symposia, AINAW'07, Niagara Falls, ON, Canada, 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 ApplicationsWorkshops/Symposia, AINAW'07. 2007. p. 240-245. 4221067. (Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07). doi: 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 ApplicationsWorkshops/Symposia, AINAW'07. 2007. pp. 240-245 (Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07).

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

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