mlsanityData to 14 Oct 2026

Improving web search using contextual retrieval

arXiv 1407.6101 ↗First posted 23 Jul 2014cs.IRcited by 1

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Abstract (arXiv)

Contextual retrieval is a critical technique for today's search engines in terms of facilitating queries and returning relevant information. This paper reports on the development and evaluation of a system designed to tackle some of the challenges associated with contextual information retrieval from the World Wide Web (WWW). The developed system has been designed with a view to capturing both implicit and explicit user data which is used to develop a personal contextual profile. Such profiles can be shared across multiple users to create a shared contextual knowledge base. These are used to refine search queries and improve both the search results for a user as well as their search experience. An empirical study has been undertaken to evaluate the system against a number of hypotheses. In this paper, results related to one are presented that support the claim that users can find information more readily using the contextual search system.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 23 Jul 2014.

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