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Normalized Web Distance Based Web Query Classification [PDF]
Journal of Computer Science, 2012 Problem statement: The problem is to classify a given web query to a set of 67 target categories. The target categories are ranked based on the degree of similarity to a given query. Approach: The feature set is the set of intermediate categories retrieved from a directory search engine for a given query.
Lovelyn Rose S
semanticscholar +3 more sources
Web knowledge and Wordnet based Automatic Web Query Classification
International Journal of Computer Applications, 2011 search queries are the starting point to access the contents in the WWW for most of the users. Capturing the user intent behind a query statement is crucial for any search engine and is equivalent to figuring out the category to which the query belongs to.
S. Lovelyn Rose, K. R. Chandran
semanticscholar +3 more sources
Analysis of Varying Approaches to Topical Web Query Classification [PDF]
Proceedings of the Third International ICST Conference on Scalable Information Systems, 2008 Topical classification of web queries has drawn recent interest from forums such as the 2005 KDD Cup because of the promise it offers in improving retrieval effectiveness and efficiency. Many proposed techniques make use of documents classified in taxonomies (such as the ODP: Open Directory Project -- http://www.dmoz.org) to inform on the class of a ...
Steven M. Beitzel +3 more
semanticscholar +3 more sources
Query enrichment for web-query classification
ACM Transactions on Information Systems, 2006 Web-search queries are typically short and ambiguous. To classify these queries into certain target categories is a difficult but important problem. In this article, we present a new technique called query enrichment, which takes a short query and maps it to intermediate objects.
Dou Shen +6 more
semanticscholar +4 more sources
Cross-language query classification using web search for exogenous knowledge [PDF]
Proceedings of the Second ACM International Conference on Web Search and Data Mining, 2009 The non-English Web is growing at phenomenal speed, but available language processing tools and resources are predominantly English-based. Taxonomies are a case in point: while there are plenty of commercial and non-commercial taxonomies for the English Web, taxonomies for other languages are either not available or of arguable quality.
Xuerui Wang +4 more
semanticscholar +3 more sources
A Supervised Learning Algorithm for Binary Domain Classification of Web Queries using SERPs [PDF]
Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 2016 Figure 6 ...
Alexander C. Nwala, Michael L. Nelson
+7 more sources
Automatic Query Reformulation Using Classification in Web Searching
International Journal of Computer Science and Informatics, 2012 The search query is a set of words or phrases a user enters when looking for information on a specific topic or subject. Formulating a search query is a challenging task for most of users because they are required to express their anomalous states of knowledge.
R. M. Suresh, Kurmachalam Ajay Kumar
openalex +2 more sources
Analysis and automatic classification of web search queries for diversification requirements [PDF]
Proceedings of the American Society for Information Science and Technology, 2012 AbstractSearch result diversification enables the modern day search engines to construct a result list that consists of documents that are relevant to the user query and at the same time, diverse enough to meet the expectations of a diverse user population.
Sumit Bhatia +2 more
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Improving educational web search for question-like queries through subject classification
Information Processing & Management, 2018 Abstract Students use general web search engines as their primary source of research while trying to find answers to school-related questions. Although search engines are highly relevant for the general population, they may return results that are out of educational context.
Tolga Yılmaz +3 more
openalex +5 more sources
Retraction Note to: Automated query classification based web service similarity technique using machine learning [PDF]
Journal of Ambient Intelligence and Humanized Computing, 2022 B. Saravana Balaji +3 more
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