Algorithms for clustering data
Algorithms for clustering data
Identifying aggregates in hypertext structures
HYPERTEXT '91 Proceedings of the third annual ACM conference on Hypertext
Structural analysis of hypertexts: identifying hierarchies and useful metrics
ACM Transactions on Information Systems (TOIS)
Cluster analysis for hypertext systems
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
HyPursuit: a hierarchical network search engine that exploits content-link hypertext clustering
Proceedings of the the seventh ACM conference on Hypertext
Silk from a sow's ear: extracting usable structures from the Web
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Life, death, and lawfulness on the electronic frontier
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
Finding and visualizing inter-site clan graphs
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Enhanced hypertext categorization using hyperlinks
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
The quest for correct information on the Web: hyper search engines
Selected papers from the sixth international conference on World Wide Web
WebQuery: searching and visualizing the Web through connectivity
Selected papers from the sixth international conference on World Wide Web
Web document clustering: a feasibility demonstration
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Improved algorithms for topic distillation in a hyperlinked environment
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Automatic resource compilation by analyzing hyperlink structure and associated text
WWW7 Proceedings of the seventh international conference on World Wide Web 7
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
The connectivity server: fast access to linkage information on the Web
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Finding related pages in the World Wide Web
WWW '99 Proceedings of the eighth international conference on World Wide Web
Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Modern Information Retrieval
Constructing good quality web page communities
ADC '02 Proceedings of the 13th Australasian database conference - Volume 5
Efficiently Computing Frequent Tree-Like Topology Patterns in a Web Environment
TOOLS '99 Proceedings of the 31st International Conference on Technology of Object-Oriented Language and Systems
A Matrix Approach for Hierarchical Web Page Clustering Based on Hyperlinks
WISEW '02 Proceedings of the Third International Conference on Web Information Systems Engineering (Workshops) - (WISEw'02)
Use Link-Based Clustering to Improve Web Search Results
WISE '01 Proceedings of the Second International Conference on Web Information Systems Engineering (WISE'01) Volume 1 - Volume 1
IEEE Transactions on Neural Networks
Discovering user access pattern based on probabilistic latent factor model
ADC '05 Proceedings of the 16th Australasian database conference - Volume 39
Using Web Clustering for Web Communities Mining and Analysis
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Detecting Overlapping Community Structures in Networks
World Wide Web
Web Co-clustering of Usage Network Using Tensor Decomposition
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Tensor Framework and Combined Symmetry for Hypertext Mining
Fundamenta Informaticae
Detecting visually similar Web pages: Application to phishing detection
ACM Transactions on Internet Technology (TOIT)
Web page clustering: a hyperlink-based similarity and matrix-based hierarchical algorithms
APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications
Co-clustering analysis of weblogs using bipartite spectral projection approach
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part III
Measuring redundancy level on the web
AINTEC '11 Proceedings of the 7th Asian Internet Engineering Conference
Clustering scientific literature using sparse citation graph analysis
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
An efficient user-oriented clustering of web search results
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
Hierarchical web-page clustering via in-page and cross-page link structures
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
MenuMiner: revealing the information architecture of large web sites by analyzing maximal cliques
Proceedings of the 21st international conference companion on World Wide Web
Tensor Framework and Combined Symmetry for Hypertext Mining
Fundamenta Informaticae
International Journal of Organizational and Collective Intelligence
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The rapid increase of web complexity and size makes web searched results far from satisfaction in many cases due to a huge amount of information returned by search engines. How to find intrinsic relationships among the web pages at a higher level to implement efficient web searched information management and retrieval is becoming a challenge problem. In this paper, we propose an approach to measure web page similarity. This approach takes hyperlink transitivity and page importance into consideration. From this new similarity measurement, an effective hierarchical web page clustering algorithm is proposed. The primary evaluations show the effectiveness of the new similarity measurement and the improvement of web page clustering. The proposed page similarity, as well as the matrix-based hyperlink analysis methods, could be applied to other web-based research areas.