ComplexRec 2018: Proceedings of Second Workshop on Recommendation in Complex Scenarios

Casper Petersen (Editor), Toine Bogers (Editor), Marijn Koolen (Editor), Bamshad Mobasher (Editor), Alan Said (Editor)

Research output: Book/ReportAnthologyResearchpeer-review

Abstract

Over the past decade, recommendation algorithms for ratings prediction and item ranking have steadily matured. However, these state-of-the-art algorithms are typically applied in relatively straightforward and static scenarios: given information about a user’s past item preferences in isolation, can we predict whether they will like a new item or rank all unseen items based on predicted interest?

In reality, recommendation is often a more complex problem: the evaluation of a list of recommended items never takes place in a vacuum, and it is often a single step in the user’s more complex background task or need. The goal of the ComplexRec 2018 workshop is to offer an interactive venue for discussing approaches to recommendation in complex scenarios that have no simple one-size-fits-all solution.
Original languageEnglish
Number of pages37
Publication statusPublished - 7 Oct 2018
EventComplexRec 2018: 2nd Workshop on Recommendation in Complex Scenarios - Vancouver, BC, Canada, Vancouver, Canada
Duration: 7 Oct 20187 Oct 2018
Conference number: 2
http://complexrec2018.aau.dk

Workshop

WorkshopComplexRec 2018: 2nd Workshop on Recommendation in Complex Scenarios
Number2
LocationVancouver, BC, Canada
CountryCanada
CityVancouver
Period07/10/201807/10/2018
Internet address

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Keywords

  • complex recommendation
  • recommender systems

Cite this

Petersen, C., Bogers, T., Koolen, M., Mobasher, B., & Said, A. (Eds.) (2018). ComplexRec 2018: Proceedings of Second Workshop on Recommendation in Complex Scenarios.