Interfaces and Human Decision Making for Recommender Systems

Peter Brusilovsky, Marco De Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandBegutachtung

Abstract

As an interactive intelligent system, recommender systems are developed to give recommendations that match users' preferences. Since the emergence of recommender systems, a large majority of research focuses on objective accuracy criteria and less attention has been paid to how users interact with the system and the efficacy of interface designs from users' perspectives. The field has reached a point where it is ready to look beyond algorithms, into users' interactions, decision making processes, and overall experience. The series of workshops on Interfaces and Human Decision Making for Recommender Systems focuses on the "human side"of recommender systems. The goal of the research stream featured at the workshop is to improve users' overall experience with recommender systems by integrating different theories of human decision making into the construction of recommender systems and exploring better interfaces for recommender systems. In this summary, we introduce 7th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems at RecSys'20, review its history, and discuss most important topics considered at the workshop.

Originalspracheenglisch
TitelRecSys 2020 - 14th ACM Conference on Recommender Systems
Herausgeber (Verlag)Association of Computing Machinery
Seiten613-618
Seitenumfang6
ISBN (elektronisch)9781450375832
DOIs
PublikationsstatusVeröffentlicht - 22 Sep 2020
Veranstaltung14th ACM Conference on Recommender Systems: RecSys 2020 - Virtual, Online, Brasilien
Dauer: 22 Sep 202026 Sep 2020

Publikationsreihe

NameRecSys 2020 - 14th ACM Conference on Recommender Systems

Konferenz

Konferenz14th ACM Conference on Recommender Systems
Land/GebietBrasilien
OrtVirtual, Online
Zeitraum22/09/2026/09/20

ASJC Scopus subject areas

  • Steuerungs- und Systemtechnik
  • Information systems
  • Software
  • Angewandte Informatik

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