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Behaviour with search and recommender systems: what can it tell us?

Published: 13 April 2014 Publication History

Abstract

Recommender Systems and IR are technically very similar problems, but are typically treated separately and often investigated by different groups of researchers. Looking at how people behave with such systems can be one way of unifying the problem, as well as the researchers, and can also be a useful, complementary evaluation method. When examining user behaviour, context is crucial. By focusing on the user behaviour and the encapsulating context, we can ask questions about tools that combine search and recsys like: when do people prefer to search and when do they prefer recommendations? What does this mean for what they are trying to achieve? In this talk I will try to answer such questions with examples from leisure and health domains. Finally, looking towards the future, I will argue that the relationship between search and recommender systems and behaviour can go full circle i.e., that both have the potential to impact on user behaviour in positive ways, and will present some ideas that I together with collaborators are doing to explore this.

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  • (2014)Report on the 4th Workshop on Context-awareness in Retrieval and Recommendation (CaRR 2014)ACM SIGIR Forum10.1145/2701583.270159548:2(89-92)Online publication date: 23-Dec-2014

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  1. Behaviour with search and recommender systems: what can it tell us?

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      cover image ACM Other conferences
      CARR '14: Proceedings of the 4th Workshop on Context-Awareness in Retrieval and Recommendation
      April 2014
      34 pages
      ISBN:9781450327237
      DOI:10.1145/2601301
      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

      Sponsors

      • DFKI: DFKI GmbH
      • University of Potsdam: University of Potsdam
      • Yahoo! Research
      • CWI: Centrum voor Wiskunde en Informatica - Netherlands

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 13 April 2014

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      CaRR '14
      Sponsor:
      • DFKI
      • University of Potsdam
      • CWI

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      • (2014)Report on the 4th Workshop on Context-awareness in Retrieval and Recommendation (CaRR 2014)ACM SIGIR Forum10.1145/2701583.270159548:2(89-92)Online publication date: 23-Dec-2014

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