Aktiviteter pr. år
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.
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.
Originalsprog | Engelsk |
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Antal sider | 37 |
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Status | Udgivet - 7 okt. 2018 |
Begivenhed | ComplexRec 2018: 2nd Workshop on Recommendation in Complex Scenarios - Vancouver, BC, Canada, Vancouver, Canada Varighed: 7 okt. 2018 → 7 okt. 2018 Konferencens nummer: 2 http://complexrec2018.aau.dk |
Workshop
Workshop | ComplexRec 2018: 2nd Workshop on Recommendation in Complex Scenarios |
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Nummer | 2 |
Lokation | Vancouver, BC, Canada |
Land/Område | Canada |
By | Vancouver |
Periode | 07/10/2018 → 07/10/2018 |
Internetadresse |
Fingeraftryk
Dyk ned i forskningsemnerne om 'ComplexRec 2018: Proceedings of Second Workshop on Recommendation in Complex Scenarios'. Sammen danner de et unikt fingeraftryk.Aktiviteter
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ComplexRec 2018: 2nd Workshop on Recommendation in Complex Scenarios
Toine Bogers (Arrangør), Marijn Koolen (Arrangør), Bamshad Mobasher (Arrangør), Casper Petersen (Arrangør) & Alan Said (Arrangør)
2 okt. 2018Aktivitet: Deltagelse i faglig begivenhed › Organisering af eller deltagelse i workshop, kursus, seminar, udstilling eller lignende
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RecSys 2018: 12th ACM Conference on Recommender Systems
Toine Bogers (Deltager)
2 okt. 2018 → 7 okt. 2018Aktivitet: Deltagelse i faglig begivenhed › Organisering af eller deltagelse i konference
Publikation
- 1 Konferenceartikel i proceeding
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2nd workshop on recommendation in complex scenarios (ComplexreC 2018)
Bogers, A. M., Koolen, M., Mobasher, B., Said, A. & Petersen, C., 27 sep. 2018, RecSys 2018 - 12th ACM Conference on Recommender Systems. Association for Computing Machinery, s. 510-511 2 s.Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
5 Citationer (Scopus)