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Uncertainty and vagueness in knowledge based systems
On the use of the Dempster Shafer model in information indexing and retrieval applications
International Journal of Man-Machine Studies
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Proceedings of the fifth international World Wide Web conference on Computer networks and ISDN systems
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ACM Transactions on Information Systems (TOIS)
Mining Text Using Keyword Distributions
Journal of Intelligent Information Systems
Foundations of statistical natural language processing
Foundations of statistical natural language processing
Data mining and the Web: past, present and future
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Information retrieval and artificial intelligence
Artificial Intelligence - Special issue on applications of artificial intelligence
Communications of the ACM
Learning to construct knowledge bases from the World Wide Web
Artificial Intelligence - Special issue on Intelligent internet systems
Mining the World Wide Web: an information search approach
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Mining web logs for prediction models in WWW caching and prefetching
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Ontology Learning for the Semantic Web
Ontology Learning for the Semantic Web
Multipass algorithms for mining association rules in text databases
Knowledge and Information Systems
Information Retrieval: Algorithms and Heuristics
Information Retrieval: Algorithms and Heuristics
Modern Information Retrieval
Computer
Rough sets and intelligent data analysis
Information Sciences—Informatics and Computer Science: An International Journal
User Profile Model: A View from Artificial Intelligence
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
Database Mining on Derived Attributes
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
In Pursuit of Patterns in Data Reasoning from Data The Rough Set Way
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
Towards a Mereological System for Direct Products and Relations
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
PROMPT: Algorithm and Tool for Automated Ontology Merging and Alignment
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Web usage mining: discovery and applications of usage patterns from Web data
ACM SIGKDD Explorations Newsletter
Data mining for path traversal patterns in a web environment
ICDCS '96 Proceedings of the 16th International Conference on Distributed Computing Systems (ICDCS '96)
Ontology-Based Web Mining Model: Representations of User Profiles
WI '03 Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
Interpretations of Association Rules by Granular Computing
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
The Rough Set Approach to Association Rule Mining
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
TSP: Mining Top-K Closed Sequential Patterns
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Visualization of Rule's Similarity using Multidimensional Scaling
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Automatic Pattern-Taxonomy Extraction for Web Mining
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Capturing Evolving Patterns for Ontology-based Web Mining
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Editorial: special issue on web content mining
ACM SIGKDD Explorations Newsletter
Learning to classify texts using positive and unlabeled data
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Extended random sets for knowledge discovery in information systems
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Web mining in soft computing framework: relevance, state of the art and future directions
IEEE Transactions on Neural Networks
Automatically Acquiring Training Sets for Web Information Gathering
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Utilizing Search Intent in Topic Ontology-Based User Profile for Web Mining
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
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Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
A hybrid system for concept-based web usage mining
International Journal of Hybrid Intelligent Systems
Mining world knowledge for analysis of search engine content
Web Intelligence and Agent Systems
A knowledge retrieval model using ontology mining and user profiling
Integrated Computer-Aided Engineering
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ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
Filtering and Sophisticated Data Processing for Web Information Gathering
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
A two-stage text mining model for information filtering
Proceedings of the 17th ACM conference on Information and knowledge management
Effective pattern taxonomy mining in text documents
Proceedings of the 17th ACM conference on Information and knowledge management
Pattern Taxonomy Mining for Information Filtering
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
An Ontology-Based Framework for Knowledge Retrieval
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Two-Stage Model for Information Filtering
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
A fuzzy clustering method of construction of ontology-based user profiles
Advances in Engineering Software
Relevence Assessment of Topic Ontology
Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
A User Profiles Acquiring Approach Using Pseudo-Relevance Feedback
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Mining Negative Relevance Feedback for Information Filtering
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Recommender system based on workflow
Decision Support Systems
Concept-Based, Personalized Web Information Gathering: A Survey
KSEM '09 Proceedings of the 3rd International Conference on Knowledge Science, Engineering and Management
Impending web intelligence (WI) and brain informatics (BI) research
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Mining rough association from text documents for web information gathering
Transactions on rough sets VII
Ontology mining for semantic interpretation of information needs
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
Web intelligence meets brain informatics
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
Ontology based web mining for information gathering
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
Making web users' domain models explicit by applying ontologies
ER'07 Proceedings of the 2007 conference on Advances in conceptual modeling: foundations and applications
International Journal of Intelligent Information and Database Systems
Mining positive and negative patterns for relevance feature discovery
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Web Intelligence and Agent Systems
Selected new training documents to update user profile
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Rough sets based reasoning and pattern mining for a two-stage information filtering system
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
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Information Retrieval
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PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
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Engineering Applications of Artificial Intelligence
Extraction of user profile based on workflow and information flow
Expert Systems with Applications: An International Journal
A two-stage decision model for information filtering
Decision Support Systems
Mining rough association from text documents
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Mining knowledge demands from information flow
Expert Systems with Applications: An International Journal
Journal of Intelligent Manufacturing
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Personal and Ubiquitous Computing
Adopting relevance feature to learn personalized ontologies
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
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AMT'12 Proceedings of the 8th international conference on Active Media Technology
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International Journal of Intelligent Information Technologies
Personal ontologies: Generation of user profiles based on the YAGO ontology
Information Processing and Management: an International Journal
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ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
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MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Proceedings of the VLDB Endowment
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Web Intelligence and Agent Systems
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It is not easy to obtain the right information from the Web for a particular Web user or a group of users due to the obstacle of automatically acquiring Web user profiles. The current techniques do not provide satisfactory structures for mining Web user profiles. This paper presents a novel approach for this problem. The objective of the approach is to automatically discover ontologies from data sets in order to build complete concept models for Web user information needs. It also proposes a method for capturing evolving patterns to refine discovered ontologies. In addition, the process of assessing relevance in ontology is established. This paper provides both theoretical and experimental evaluations for the approach. The experimental results show that all objectives we expect for the approach are achievable.