Ontology-Based Web Mining Model: Representations of User Profiles Export

@article{citeulike:6075191, abstract = {Web mining is used to search the right information from the Web to meet user information needs. Acquiring correct user profiles is difficult, since users may be unsure of their interests and may not wish to invest a great deal of effort in creating such a profile. Our aim is to present a foundation for representations of user profiles on ontology for designing efficient Web mining models. In this paper, we assume the user concept can be constructed from some primary ones; hence, we use "part-of" relation to describe the relationship between classes. We also present set-valued relevance functions on such ontology to unravel the relationships between facts and the existing classes. A numerical interpretation is also presented for the set-valued relation functions.}, address = {Los Alamitos, CA, USA}, author = {Li, Yuefeng and Zhong, Ning}, citeulike-article-id = {6075191}, citeulike-linkout-0 = {http://doi.ieeecomputersociety.org/10.1109/WI.2003.1241179}, citeulike-linkout-1 = {http://dx.doi.org/10.1109/WI.2003.1241179}, doi = {10.1109/WI.2003.1241179}, isbn = {0-7695-1932-6}, journal = {Web Intelligence, IEEE / WIC / ACM International Conference on}, keywords = {based, mining, ontology, profiling, user, userprofile, web}, pages = {96+}, posted-at = {2009-11-05 16:37:34}, priority = {2}, publisher = {IEEE Computer Society}, title = {Ontology-Based Web Mining Model: Representations of User Profiles}, url = {http://dx.doi.org/10.1109/WI.2003.1241179}, volume = {0}, year = {2003} }

TY - JOUR ID - citeulike:6075191 L3 - citeulike-article-id:6075191 N2 - Web mining is used to search the right information from the Web to meet user information needs. Acquiring correct user profiles is difficult, since users may be unsure of their interests and may not wish to invest a great deal of effort in creating such a profile. Our aim is to present a foundation for representations of user profiles on ontology for designing efficient Web mining models. In this paper, we assume the user concept can be constructed from some primary ones; hence, we use "part-of" relation to describe the relationship between classes. We also present set-valued relevance functions on such ontology to unravel the relationships between facts and the existing classes. A numerical interpretation is also presented for the set-valued relation functions. JF - Web Intelligence, IEEE / WIC / ACM International Conference on SN - 0-7695-1932-6 AD - Los Alamitos, CA, USA TI - Ontology-Based Web Mining Model: Representations of User Profiles PB - IEEE Computer Society VL - 0 SP - 96 KW - based KW - mining KW - ontology KW - profiling KW - user KW - userprofile KW - web AU - Li, Yuefeng AU - Zhong, Ning PY - 2003/// UR - http://dx.doi.org/10.1109/WI.2003.1241179 ER -