Personalized Session Recommendation

Personalized Session Recommendation is a session-based recommendation approach that uniquely incorporates user-specific historical behavior patterns to tailor item suggestions within a dynamically modeled short-term session context.

Publications

2.2K

Citations

230

Authors

Institutions

Publications per year

2017–2026

Parents

Session-based Recommendation

Publications

Evaluation of session-based recommendation algorithms

Malte Ludewig, Dietmar Jannach · User Modeling and User-Adapted Interaction · 2018 · 333 citations · Full text

Computing, Computer Science, Computer Systems +10

Session-based item recommendation in e-commerce: on short-term intents, reminders, trends and discounts

Dietmar Jannach, Malte Ludewig, Lukas Lerche · User Modeling and User-Adapted Interaction · 2017 · 175 citations

Computing, Information Technology, E-commerce Systems +11

Personalized Graph Neural Networks With Attention Mechanism for Session-Aware Recommendation

IEEE Transactions on Knowledge and Data Engineering · 2020 · 114 citations · Full text

Computing, Computer Science, Machine Learning +14

A collaborative filtering approach for recommending OLAP sessions

Julien Aligon, Enrico Gallinucci, Matteo Golfarelli et al. · Decision Support Systems · 2014 · 66 citations

Computing, Data Science, Data Analytics +11

Dynamic intent-aware iterative denoising network for session-based recommendation

Xiaokun Zhang, Hongfei Lin, Bo Xu et al. · Information Processing & Management · 2022 · 62 citations

Computing, Computer Science, Recommender Systems +8

1–5 of 64

Authors

230

ZZ
Zizhuo Zhang
Huazhong University of Science and Technology, China
3 publications · 59 citations
3
h-index
DJ
Dietmar Jannach
University of Klagenfurt, Austria
3 publications · 528 citations
3
h-index
ML
Malte Ludewig
TU Dortmund University, Germany
3 publications · 528 citations
3
h-index
BW
Bang Wang
Huazhong University of Science and Technology, China
3 publications · 59 citations
3
h-index
YW
Yan Wang
Macquarie University, Australia
2 publications · 56 citations
2
h-index

1–5 of 230

Institutions

1–8 of 97

Venues

Knowledge-Based Systems
10 publications · 261 citations
10
h-index
Neurocomputing
10 publications · 265 citations
10
h-index
Expert Systems with Applications
6 publications · 155 citations
6
h-index
Information Processing & Management
4 publications · 120 citations
4
h-index
Applied Soft Computing
3 publications · 59 citations
3
h-index

1–5