Ontology mining for personalized web information gathering

Tao, Xiaohui and Li, Yuefeng and Zhong, Ning and Nayak, Richi (2007) Ontology mining for personalized web information gathering. In: 2007 IEEE/WIC/ACM International Conference on Web Intelligence, 2-5 Nov 2007, Fremont, CA. United States.

[img]
Preview
Text (Accepted Version)
taox_wi07.pdf

Download (1MB)

Abstract

It is well accepted that ontology is useful for personalized Web information gathering. However, it is challenging to use semantic relations of 'kind-of', 'part-of', and 'related-to' and synthesize commonsense and expert knowledge in a single computational model. In this paper, a personalized ontology model is proposed attempting to answer this challenge. A two-dimensional (Exhaustivity and Specificity) method is also presented to quantitatively analyze these semantic relations in a single framework. The proposals are successfully evaluated by applying the model to a Web information gathering system. The model is a significant contribution to personalized ontology engineering and concept-based Web information gathering in Web Intelligence.


Statistics for USQ ePrint 20192
Statistics for this ePrint Item
Item Type: Conference or Workshop Item (Commonwealth Reporting Category E) (Paper)
Refereed: Yes
Item Status: Live Archive
Additional Information: © 2007 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Faculty/School / Institute/Centre: Historic - Faculty of Sciences - Department of Maths and Computing (Up to 30 June 2013)
Faculty/School / Institute/Centre: Historic - Faculty of Sciences - Department of Maths and Computing (Up to 30 June 2013)
Date Deposited: 26 Aug 2016 06:02
Last Modified: 26 Aug 2016 06:02
Uncontrolled Keywords: web searching; ontology; information theory; knowledge based systems; semantics
Fields of Research : 08 Information and Computing Sciences > 0806 Information Systems > 080603 Conceptual Modelling
08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080109 Pattern Recognition and Data Mining
08 Information and Computing Sciences > 0807 Library and Information Studies > 080704 Information Retrieval and Web Search
Socio-Economic Objective: E Expanding Knowledge > 97 Expanding Knowledge > 970108 Expanding Knowledge in the Information and Computing Sciences
Identification Number or DOI: 10.1109/WI.2007.88
URI: http://eprints.usq.edu.au/id/eprint/20192

Actions (login required)

View Item Archive Repository Staff Only