Volume 16, Issue 2

Search all International Journal of Data Science and Analytics articles

August 2023

Special Issue: Data science for next-generation recommender systems

Issue Editors:

Yan Wang,
Shoujin Wang,
Fikret Sivrikaya,
Sahin Albayrak,
Vito Walter Anelli

11 articles in this issue

Data science for next-generation recommender systems
Shoujin Wang
Yan Wang
Vito Walter Anelli
Editorial 29 June 2023 Pages: 135 - 145
TPEDTR: temporal preference embedding-based deep tourism recommendation with card transaction data
Minsung Hong
Namho Chung
Sun-Young Koh
Regular Paper 19 January 2023 Pages: 147 - 162
Combination of individual and group patterns for time-sensitive purchase recommendation
Anton Lysenko
Egor Shikov
Klavdiya Bochenina
Regular Paper 08 October 2020 Pages: 163 - 172
Part of 2 collections:

Data science for Next Generation Recommender System

Data science for Next Generation Recommender System
When algorithm selection meets Bi-linear Learning to Rank: accuracy and inference time trade off with candidates expansion
Jing Yuan
Christian Geissler
Brijnesh Jain
Regular Paper Open access 09 October 2020 Pages: 173 - 189
Part of 2 collections:

Data science for Next Generation Recommender System

Data science for Next Generation Recommender System
Modeling uncertainty to improve personalized recommendations via Bayesian deep learning
Xin Wang
Serdar Kadıoğlu
Regular Paper 31 March 2021 Pages: 191 - 201
Part of 2 collections:

Data Science for Next Generation Recommender Systems

Data science for Next Generation Recommender System
ScholarRec: a scholars’ recommender system that combines scholastic influence and social collaborations in academic social networks
Mitali Desai
Rupa G. Mehta
Dipti P. Rana
Regular Paper 14 July 2022 Pages: 203 - 216
Part of 1 collection:

Data science for Next Generation Recommender System
A probabilistic perspective on nearest neighbor for implicit recommendation
Domokos M. Kelen
Andras A. Benczúr
Regular Paper Open access 29 October 2022 Pages: 217 - 235
Privacy preserving cold-start recommendation for out-of-matrix users via content baskets
Michael Sun
Andrew Wang
Regular Paper 12 March 2023 Pages: 237 - 253
Pull–push: a measure of over- or underpersonalization in recommendation
Gebrekirstos G. Gebremeskel
Arjen P. de Vries
Regular Paper Open access 03 September 2022 Pages: 255 - 269
Attenuated sentiment-aware sequential recommendation
Donglin Zhou
Zhihong Zhang
Lin Zheng
Regular Paper 16 November 2022 Pages: 271 - 283
Part of 1 collection:

Special Issue on Data Science for Next-Generation Recommender Systems
A deep meta-level spatio-categorical POI recommender system
Chaima Laroussi
Raouia Ayachi
Regular Paper 07 March 2023 Pages: 285 - 299
Part of 1 collection:

Special Issue on Data Science for Next-Generation Recommender Systems

Volume 16, Issue 2

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