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29 articles

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articles

Original Research

Published on 09 Jun 2022

Offline Evaluation of Recommender Systems in a User Interface With Multiple Carousels

in Recommender Systems

Maurizio Ferrari Dacrema
Nicolò Felicioni
Paolo Cremonesi

Frontiers in Big Data

doi 10.3389/fdata.2022.910030

6,313 views
14 citations

Original Research

Published on 06 May 2022

Effects of Feature-Based Explanation and Its Output Modality on User Satisfaction With Service Recommender Systems

in Recommender Systems

Zhirun Zhang
Li Chen
Tonglin Jiang
Yutong Li
Lei Li

Frontiers in Big Data

doi 10.3389/fdata.2022.897381

4,771 views
9 citations

Original Research

Published on 03 May 2022

Adversarial Robustness of Deep Reinforcement Learning Based Dynamic Recommender Systems

in Recommender Systems

Siyu Wang
Yuanjiang Cao
Xiaocong Chen
Lina Yao
Xianzhi Wang
Quan Z. Sheng

Frontiers in Big Data

doi 10.3389/fdata.2022.822783

4,336 views
2 citations

Original Research

Published on 25 Apr 2022

FROST: Fallback Voice Apps Recommendation for Unhandled Voice Commands in Intelligent Personal Assistants

in Recommender Systems

Qian Hu
Thahir Mohamed
Wei Xiao
Xiyao Ma
Xibin Gao
Zheng Gao
Radhika Arava
Mohamed AbdelHady

Frontiers in Big Data

doi 10.3389/fdata.2022.867251

2,665 views
1 citation

Original Research

Published on 07 Apr 2022

A Comparative Study of Data-Driven Models for Travel Destination Characterization

in Recommender Systems

Linus W. Dietz
Mete Sertkan
Saadi Myftija
Sameera Thimbiri Palage
Julia Neidhardt
Wolfgang Wörndl

Frontiers in Big Data

doi 10.3389/fdata.2022.829939

5,005 views
4 citations