Algorithm for generating fuzzy rules for WWW document classification

Authors:
Piotr Dziwiñski;Danuta Rutkowska
Affiliations:
Department of Computer Engineering, Faculty of Mechanical Engineering and Computer Science, Czestochowa University of Technology, Poland;Department of Computer Engineering, Faculty of Mechanical Engineering and Computer Science, Czestochowa University of Technology, Poland
Venue:
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Year:
2006

Citing 14
Cited 3

Support-Vector Networks

Machine Learning
Toward a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic

Fuzzy Sets and Systems - Special issue: fuzzy sets: where do we stand? Where do we go?
Using a generalized instance set for automatic text categorization

Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Efficient crawling through URL ordering

WWW7 Proceedings of the seventh international conference on World Wide Web 7
The shark-search algorithm. An application: tailored Web site mapping

WWW7 Proceedings of the seventh international conference on World Wide Web 7
Focused crawling: a new approach to topic-specific Web resource discovery

WWW '99 Proceedings of the eighth international conference on World Wide Web
Machine learning in automated text categorization

ACM Computing Surveys (CSUR)
Neuro-fuzzy architectures and hybrid learning

Neuro-fuzzy architectures and hybrid learning
Unsupervised fuzzy clustering with multi-center clusters

Fuzzy Sets and Systems - Clustering and modeling
Survey of Text Mining

Survey of Text Mining
Learnable topic-specific web crawler

Journal of Network and Computer Applications - Special issue on computational intelligence on the internet
Exploiting concept clusters for content-based information retrieval

Information Sciences—Informatics and Computer Science: An International Journal
Fuzzy logic = computing with words

IEEE Transactions on Fuzzy Systems
A new approach to fuzzy modeling

IEEE Transactions on Fuzzy Systems

Ant Focused Crawling Algorithm

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
New linguistic hedges in construction of interval type-2 FLS

ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Fully controllable ant colony system for text data clustering

SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation

Quantified Score

Hi-index	0.00

Visualization

Abstract

This paper presents the dense areas based algorithm for generating fuzzy rules for classification WWW documents. Description document clusters in the form of fuzzy rules (FR) make possible the presentation of information in the form fuzzy granules. Moreover, each cluster might be described by several fuzzy rules. These fuzzy rules can be used as the knowledge base for searching new information from WWW resources with regard to specific topics and users' requirements.