The World-Wide Web: quagmire or gold mine?
Communications of the ACM
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Fast and effective text mining using linear-time document clustering
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Information retrieval on the web
ACM Computing Surveys (CSUR)
Information Retrieval
ACM Computing Surveys (CSUR)
Editorial: special issues: "Web retrieval and mining"
Decision Support Systems - Web retrieval and mining
Ontology Learning and Its Application to Automated Terminology Translation
IEEE Intelligent Systems
The Knowledge Engineering Review
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
A personalized search engine based on web-snippet hierarchical clustering
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Scientific web intelligence: finding relationships in university webs
Communications of the ACM - Designing for the mobile device
A Novel Context Matching Based Technique for Web Document Retrieval
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
The relationship between Precision-Recall and ROC curves
ICML '06 Proceedings of the 23rd international conference on Machine learning
A Relation-Based Search Engine in Semantic Web
IEEE Transactions on Knowledge and Data Engineering
Google news personalization: scalable online collaborative filtering
Proceedings of the 16th international conference on World Wide Web
Heraclitus: A Framework for Semantic Web Adaptation
IEEE Internet Computing
Learn from web search logs to organize search results
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Concept Forest: A New Ontology-assisted Text Document Similarity Measurement Method
WI '07 Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence
Personalized active learning for collaborative filtering
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Topical N-Grams: Phrase and Topic Discovery, with an Application to Information Retrieval
ICDM '07 Proceedings of the 2007 Seventh IEEE International Conference on Data Mining
CONQUER: A Methodology for Context-Aware Query Processing on the World Wide Web
Information Systems Research
Concept-based clustering of textual documents using SOM
AICCSA '08 Proceedings of the 2008 IEEE/ACS International Conference on Computer Systems and Applications
On Relaxing Contextual Preference Queries
MDM '07 Proceedings of the 2007 International Conference on Mobile Data Management
Design Science Research Methods and Patterns: Innovating Information and Communication Technology
Design Science Research Methods and Patterns: Innovating Information and Communication Technology
Design science in information systems research
MIS Quarterly
Artifact types in information systems design science – a literature review
DESRIST'10 Proceedings of the 5th international conference on Global Perspectives on Design Science Research
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A practical and scalable web mining solution is needed that can assist the user in processing existing web-based resources to discover specific, relevant information content. This is especially important for researcher communities where data deployed on the World Wide Web are characterized by autonomous, dynamically evolving, and conceptually diverse information sources. The paper describes a systematic design research study that is based on prototyping/evaluation and abstraction using existing and new techniques incorporated as plug and play components into a research workbench. The study investigates an approach, DISCOVERY, for using (1) context/perspective information and (2) social networks such as ODP or Wikipedia for designing practical and scalable human-web systems for finding web pages that are relevant and meet the needs and requirements of a user or a group of users. The paper also describes the current implementation of DISCOVERY and its initial use in finding web pages in a targeted web domain. The resulting system arguably meets the common needs and requirements of a group of people based on the information provided by the group in the form of a set of context web pages. The system is evaluated for a scenario in which assistance of the system is sought for a group of faculty members in finding NSF research grant opportunities that they should collaboratively respond to, utilizing the context provided by their recent publications.