2nd workshop on recommendation in complex scenarios (ComplexreC 2018)

Antonius Marinus Bogers, Marijn Koolen, Bamshad Mobasher, Alan Said, Casper Petersen

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

3 Citations (Scopus)

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 scenarios. In reality, recommendation is often a more complex problem: it is usually just a single step in the user's more complex background need. These background needs can often place a variety of constraints on which recommendations are interesting to the user and when they are appropriate. However, relatively little research has been done on these complex recommendation scenarios. The ComplexRec 2018 workshop addresses this by providing an interactive venue for discussing approaches to recommendation in complex scenarios that have no simple one-size-fits-all solution.

Original languageEnglish
Title of host publicationRecSys 2018 - 12th ACM Conference on Recommender Systems
Number of pages2
PublisherAssociation for Computing Machinery
Publication date27 Sep 2018
Pages510-511
ISBN (Electronic)9781450359016
DOIs
Publication statusPublished - 27 Sep 2018
EventRecSys 2018: 12th ACM Conference on Recommender Systems - Vancouver, BC, Canada, Vancouver, Canada
Duration: 2 Oct 20187 Oct 2018
Conference number: 12
http://recsys.acm.org/recsys18

Conference

ConferenceRecSys 2018: 12th ACM Conference on Recommender Systems
Number12
LocationVancouver, BC, Canada
CountryCanada
CityVancouver
Period02/10/201807/10/2018
Internet address

Keywords

  • Complex recommendation
  • Constraint-based recommendation
  • Context-aware recommendation
  • Feature-driven recommendation
  • Query-driven recommendation
  • Task-based recommendation

Cite this

Bogers, A. M., Koolen, M., Mobasher, B., Said, A., & Petersen, C. (2018). 2nd workshop on recommendation in complex scenarios (ComplexreC 2018). In RecSys 2018 - 12th ACM Conference on Recommender Systems (pp. 510-511). Association for Computing Machinery. https://doi.org/10.1145/3240323.3240332