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Query Expansion for Improving Web Search
Journal of Computational and Theoretical Nanoscience, 2020The aim of this paper is to retrieve the most relevant expansion words for expanding the initial query of the user in order to enhance the outcomes of web search results. Query expansion plays a major role in reformulating a user’s initial query to a one more pertinent to the user’s intended meaning.
Hiteshwar Kumar Azad+2 more
openaire +2 more sources
A Context-Aware Click Model for Web Search
Web Search and Data Mining, 2020To better exploit the search logs, various click models have been proposed to extract implicit relevance feedback from user clicks. Most traditional click models are based on probability graphical models (PGMs) with manually designed dependencies ...
Jia Chen+4 more
semanticscholar +1 more source
A novel approach to personalize web search through user profiling and query reformulation
2014 International Conference on Data Mining and Intelligent Computing (ICDMIC), 2014With a inundating of information in WWW (World Wide Web) users are often failed to retrieve search result in context of their interest through existing search engines.
Kamlesh Makvana, Pinal Shah, Parth Shah
semanticscholar +1 more source
Query association surrogates for Web search
Journal of the American Society for Information Science and Technology, 2004AbstractCollection sizes, query rates, and the number of users of Web search engines are increasing. Therefore, there is continued demand for innovation in providing search services that meet user information needs. In this article, we propose new techniques to add additional terms to documents with the goal of providing more accurate searches.
Falk Scholer+2 more
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Querying and searching the deep web
Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 2017The term Deep Web (sometimes also called Hidden Web) [2, 5, 8] refers to the data content that is accessible through Web pages, typically via HTML forms, but is not available on static pages for indexing by search engines. Deep Web data reside in databases and are made available dynamically, as Web pages, upon a specific search or query.
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Comparing query logs and pseudo-relevance feedbackfor web-search query refinement
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007Query logs and pseudo-relevance feedback (PRF) offer ways in which terms to refine Web searchers' queries can be selected, offered to searchers, and used to improve search effectiveness.
Ryen W. White+2 more
semanticscholar +1 more source
Identifying ambiguous queries in web search
Proceedings of the 16th international conference on World Wide Web, 2007It is widely believed that some queries submitted to search engines are by nature ambiguous (e.g., java, apple). However, few studies have investigated the questions of "how many queries are ambiguous?" and "how can we automatically identify an ambiguous query?" This paper deals with these issues.
Yong Yu+4 more
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Learning deep structured semantic models for web search using clickthrough data
International Conference on Information and Knowledge Management, 2013Latent semantic models, such as LSA, intend to map a query to its relevant documents at the semantic level where keyword-based matching often fails. In this study we strive to develop a series of new latent semantic models with a deep structure that ...
Po-Sen Huang+5 more
semanticscholar +1 more source
Neural Demographic Prediction using Search Query
Web Search and Data Mining, 2019Demographics of online users such as age and gender play an important role in personalized web applications. However, it is difficult to directly obtain the demographic information of online users.
Chuhan Wu+5 more
semanticscholar +1 more source
Trends in multimedia Web searching: excite queries
Proceedings. International Conference on Information Technology: Coding and Computing, 2005This paper provides results from a study analyzing current trends in multimedia Web searching. The following results were found: (1) multimedia searches are more complex than general searches in queries per user session and terms per query, and (2) audio queries are the most popular type of multimedia queries (compared to video and image queries) in ...
Ozmutlu, SEDA+2 more
openaire +3 more sources