Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Reexamining the cluster hypothesis: scatter/gather on retrieval results
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Journal of the American Society for Information Science - Special topic issue on the history of documentation and information science: part II
Grouper: a dynamic clustering interface to Web search results
WWW '99 Proceedings of the eighth international conference on World Wide Web
ACM Computing Surveys (CSUR)
An Evaluation of Statistical Approaches to Text Categorization
Information Retrieval
ACM Transactions on Internet Technology (TOIT)
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Building efficient and effective metasearch engines
ACM Computing Surveys (CSUR)
Communications of the ACM
Machine Learning for User Modeling
User Modeling and User-Adapted Interaction
Feature selection on hierarchy of web documents
Decision Support Systems - Web retrieval and mining
Learning to cluster web search results
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Ontology-based personalized search and browsing
Web Intelligence and Agent Systems
Using ODP metadata to personalize search
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Modeling user interests by conceptual clustering
Information Systems - Special issue: The semantic web and web services
Privacy protection in personalized search
ACM SIGIR Forum
Improving the Relevance of Search Results: Search-term Disambiguation and Ontological Filtering
Improving the Relevance of Search Results: Search-term Disambiguation and Ontological Filtering
Semantic-based grouping of search engine results using WordNet
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Dynamically generating context-relevant sub-webs
DESRIST'10 Proceedings of the 5th international conference on Global Perspectives on Design Science Research
Result disambiguation in web people search
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
| Hi-index | 0.00 |
This research combines Web snippet categorization, clustering and personalization techniques to recommend relevant results to users. RIB --- Recommender Intelligent Browser which categorizes Web snippets using socially constructed Web directory such as the Open Directory Project (ODP) is to be developed. By comparing the similarities between the semantics of each ODP category represented by the category-documents and the Web snippets, the Web snippets are organized into a hierarchy. Meanwhile, the Web snippets are clustered to boost the quality of the categorization. Based on an automatically formed user profile which takes into consideration desktop computer information and concept drift, the proposed search strategy recommends relevant search results to users. This research also intends to verify text categorization, clustering, and feature selection algorithms in the context where only Web snippets are available.