Vol. 43 No. 2: Summer 2022

Recommender Systems: Trends and Frontiers by James Gary

Published: 2022-06-23

Special Topic Articles

Recommender Systems: Trends and Frontiers

Dietmar Jannach, Pearl Pu, Francesco Ricci, Markus Zanker

145-150
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Conversational Recommendation: A Grand AI Challenge

Dietmar Jannach, Li Chen

151-163
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The Multisided Complexity of Fairness in Recommender Systems

Nasim Sonboli, Robin Burke, Michael Ekstrand, Rishabh Mehrotra

164-176
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Recommender Systems, Ground Truth, and Preference Pollution

Gediminas Adomavicius, Jesse Bockstedt, Shawn Curley, Jingjing Zhang

177-189
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Explainability in Music Recommender Systems

Darius Afchar, Alessandro B. Melchiorre, Markus Schedl, Romain Hennequin, Elena V. Epure, Manuel Moussallam

190-208
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Building Effective Recommender Systems for Tourists

David Massimo, Francesco Ricci

209-224
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Offline Recommender System Evaluation: Challenges and New Directions

Pablo Castells, Alistair Moffat

225-238
- PDF

Articles

Designing for Human–AI Complementarity in K-12 Education

Kenneth Holstein, Vincent Aleven

239-248
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A Survey of Knowledge-Based Sequential Decision-Making under Uncertainty

Shiqi Zhang, Mohan Sridharan

249-266
- MP4
- PDF

Columns

Looking Back, Looking Ahead: Humans, Ethics, and AI

Ashok Goel

267-269
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