Open AccessPreferences in Interactive Systems: Technical Challenges and Case Studies
Author(s) -
Peintner Bart,
Viappiani Paolo,
YorkeSmith Neil
Publication year - 2008
Publication title -
ai magazine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.597
H-Index - 79
eISSN - 2371-9621
pISSN - 0738-4602
DOI - 10.1609/aimag.v29i4.2197
Subject(s) - preference , computer science , recommender system , human–computer interaction , preference elicitation , data science , world wide web , economics , microeconomics
Interactive artificial intelligence systems employ preferences in both their reasoning and their interaction with the user. This survey considers preference handling in applications such as recommender systems, personal assistant agents, and personalized user interfaces. We survey the major questions and approaches, present illustrative examples, and give an outlook on potential benefits and challenges.