Search and Recommendation: Birds of a Feather?

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Abstract

In just a little over half a century, the field of information retrieval has experienced spectacular growth and success, with IR applications such as search engines becoming a billion-dollar industry in the past decades. Recommender systems have seen an even more meteoric rise to success with wide-scale application by companies like Amazon, Facebook, and Netflix. But are search and recommendation really two different fields of research that address different problems with different sets of algorithms in papers published at distinct conferences?

In my talk, I want to argue that search and recommendation are more similar than they have been treated in the past decade. By looking more closely at the tasks and problems that search and recommendation try to solve, at the algorithms used to solve these problems and at the way their performance is evaluated, I want to show that there is no clear black and white division between the two. Instead, search and recommendation are part of a much more fluid continuum of methods and techniques for information access.
Original languageEnglish
Title of host publicationProceedings of the MindTheGap 2014 workshop
Number of pages1
Volume1131
PublisherCEUR Workshop Proceedings
Publication date4 Mar 2014
Pages5
Publication statusPublished - 4 Mar 2014
EventMindTheGap 2014: Beyond Single-Shot Text Queries: Bridging the Gap(s) between Research Communities - Humboldt University Berlin, Berlin, Germany
Duration: 4 Mar 2014 → …

Conference

ConferenceMindTheGap 2014
LocationHumboldt University Berlin
CountryGermany
CityBerlin
Period04/03/2014 → …

Keywords

  • search
  • recommendation
  • information retrieval
  • information filtering

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  • Activities

    • 1 Conference organisation or participation

    iConference 2014

    Toine Bogers (Organizer)

    4 Mar 20147 Mar 2014

    Activity: Attending an eventConference organisation or participation

    Cite this

    Bogers, T. (2014). Search and Recommendation: Birds of a Feather? In Proceedings of the MindTheGap 2014 workshop (Vol. 1131, pp. 5). CEUR Workshop Proceedings. http://ceur-ws.org/Vol-1131/