Frontiers in Big Data | Recommender Systems

Original Research

Published on 22 Mar 2023

Personalized diversification of complementary recommendations with user preference in online grocery

in Recommender Systems

Luyi Ma
Nimesh Sinha
Jason H. D. Cho
Sushant Kumar
Kannan Achan

Frontiers in Big Data

doi 10.3389/fdata.2023.974072

2,939 views
2 citations

Original Research

Published on 22 Mar 2023

A survey on multi-objective recommender systems

in Recommender Systems

Dietmar Jannach
Himan Abdollahpouri

Frontiers in Big Data

doi 10.3389/fdata.2023.1157899

10,064 views
11 citations

Original Research

Published on 26 Sep 2022

Multi-objective cluster based bidding algorithm for E-commerce search engine marketing system

in Recommender Systems

Cheng Jie
Zigeng Wang
Da Xu
Wei Shen

Frontiers in Big Data

doi 10.3389/fdata.2022.966982

4,001 views
1 citation

Original Research

Published on 20 Sep 2022

Real-time recommendations for energy-efficient appliance usage in households

in Recommender Systems

Magdalini Eirinaki
Iraklis Varlamis
Janhavi Dahihande
Akshay Jaiswal
Akshay Anil Pagar
Ajinkya Thakare

Frontiers in Big Data

doi 10.3389/fdata.2022.972206

7,518 views
10 citations

Mini Review

Published on 22 Jul 2022

Fairness in Music Recommender Systems: A Stakeholder-Centered Mini Review

in Recommender Systems

Karlijn Dinnissen
Christine Bauer

Frontiers in Big Data

doi 10.3389/fdata.2022.913608

6,842 views
39 citations

Original Research

Published on 18 Jul 2022

Two-Stage Voice Application Recommender System for Unhandled Utterances in Intelligent Personal Assistant

in Recommender Systems

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

Frontiers in Big Data

doi 10.3389/fdata.2022.898050

2,674 views
2 citations

Original Research

Published on 14 Jun 2022

A Methodology for Evaluating Operator Usage of Machine Learning Recommendations for Power Grid Contingency Analysis

in Recommender Systems

John Wenskovitch
Brett Jefferson
Alexander Anderson
Jessica Baweja
Danielle Ciesielski
Corey Fallon

Frontiers in Big Data

doi 10.3389/fdata.2022.897295

2,922 views
2 citations

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

4,940 views
9 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

3,727 views
6 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

3,203 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

1,927 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

3,549 views
2 citations