Enhanced hypertext categorization using hyperlinks
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
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
Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
The stochastic approach for link-structure analysis (SALSA) and the TKC effect
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
An efficient algorithm to rank Web resources
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
ACM SIGKDD Explorations Newsletter
SALSA: the stochastic approach for link-structure analysis
ACM Transactions on Information Systems (TOIS)
Research Issues in Web Data Mining
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
Verbs semantics and lexical selection
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
CNSR '04 Proceedings of the Second Annual Conference on Communication Networks and Services Research
Google's PageRank and Beyond: The Science of Search Engine Rankings
Google's PageRank and Beyond: The Science of Search Engine Rankings
Towards recency ranking in web search
Proceedings of the third ACM international conference on Web search and data mining
Multi-page document analysis based on format consistency and clustering
International Journal of Computer Applications in Technology
Quality-biased ranking of web documents
Proceedings of the fourth ACM international conference on Web search and data mining
SPRINT: ranking search results by paths
Proceedings of the 14th International Conference on Extending Database Technology
A fast search method of similar strings from dictionaries
International Journal of Computer Applications in Technology
ACO-based BW algorithm for parameter estimation of hidden Markov models
International Journal of Computer Applications in Technology
Web mining in soft computing framework: relevance, state of the art and future directions
IEEE Transactions on Neural Networks
Journal of Database Management
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With the huge volume of web pages that exist today, search engines play an important role in finding the required information. It orders search results by performing link analysis. However, existing link analysis techniques have not considered the semantic similarity among the linked documents for rank calculation. Since links from semantically similar documents are more important than the links from other dissimilar documents, this work introduces a new method for ranking web pages based on the semantic similarity among the web pages and the link structure. Wu and Palmer 1994 measure of wordnet is used to find the semantic relationship between the terms in different documents. Cosine similarity measure is used to find the similarity among the documents. Proposed technique is compared with existing ranking algorithms using the measures precision, recall and F-measure. From the results, it is observed that the proposed method brings more relevant documents to the beginning of the list of search results than the existing methods.