TY - GEN
T1 - Enhancing IR with user-centric integrated approach of interest change driven layered profiling and user contributions
AU - Shtykh, Roman Y.
AU - Jin, Qun
PY - 2007/10/18
Y1 - 2007/10/18
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=35248838339&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=35248838339&partnerID=8YFLogxK
U2 - 10.1109/AINAW.2007.175
DO - 10.1109/AINAW.2007.175
M3 - Conference contribution
AN - SCOPUS:35248838339
SN - 0769528473
SN - 9780769528472
T3 - Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07
SP - 240
EP - 245
BT - Proceedings - 21st International Conference on Advanced Information Networking and ApplicationsWorkshops/Symposia, AINAW'07
T2 - 21st International Conference on Advanced Information Networking and ApplicationsWorkshops/Symposia, AINAW'07
Y2 - 21 May 2007 through 23 May 2007
ER -