Profiles and Context for Structured Text Retrieval

Marijn Koolen, Toine Bogers

Research output: Contribution to book/anthology/report/conference proceedingEncyclopedia chapterResearchpeer-review

Abstract

The combination of structured information retrieval with user profile information represents the scenario where systems search with an explicit statement of the information need—a search query—as well as a profile of a user, which can contain information about previous interactions, search history, user demographics, or other relevant information about the user’s preferences. The relation between the profile and the information need is implicit and may contain many irrelevant signals. The task of the system then is to model both the current information need and the background user preferences to derive notions of topical relevance as well as user relevance and to find the right balance between these notions to determine the optimal ranking of search results.
Original languageEnglish
Title of host publicationEncyclopedia of Database Systems
Number of pages5
Place of PublicationNew York, NY
PublisherSpringer
Publication date3 Oct 2017
ISBN (Print)978-1-4899-7993-3
ISBN (Electronic)978-1-4899-7993-3
DOIs
Publication statusPublished - 3 Oct 2017

Bibliographical note

Living reference work entry

Keywords

  • structured retrieval
  • XML retrieval
  • user profiling

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