Dialogue-based Recommendation

Dialogue-Based Recommendation is a recommendation paradigm that, as a distinct method within conversational systems, generates personalized suggestions through interactive natural language dialogue to iteratively elicit and refine user preferences.

101

Publications

4.8K

Citations

334

Authors

125

Institutions

Publications per year

2017–2026

Parents

Conversational Recommendation

Publications

101

A Survey on Dialogue Systems

Hongshen Chen, Xiaorui Liu, Dawei Yin et al. · ACM SIGKDD Explorations Newsletter · 2017 · 531 citations

Computing, Computer Science, Machine Learning +16

Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems

Wenqiang Lei, Xiangnan He, Yisong Miao et al. · 2020 · 249 citations · Full text

Computing, Computer Science, Information Technology +17

Case-based recommender systems

Derek Bridge, Mehmet H. Göker, Lorraine McGinty et al. · The Knowledge Engineering Review · 2005 · 248 citations

Computing, Computer Science, Information Retrieval +6

A Personalized System for Conversational Recommendations

C. A. Thompson, Mehmet H. Göker, Pat Langley · Journal of Artificial Intelligence Research · 2004 · 227 citations · Full text

Computing, Computer Science, Information Systems +17

Towards Conversational Recommendation over Multi-Type Dialogs

Zeming Liu, Haifeng Wang, Zheng-Yu Niu et al. · 2020 · 159 citations · Full text

Computing, Computer Science, Information Systems +13

1–5 of 101

Authors

334

PR
Pengjie Ren
Shandong University, China
4 publications · 151 citations
4
h-index
PW
Pontus Wärnestål
Halmstad University, Sweden
4 publications · 75 citations
4
h-index
WC
Wanling Cai
Hong Kong Baptist University, Hong Kong SAR China
4 publications · 101 citations
4
h-index
ZR
Zhaochun Ren
Shandong University, China
4 publications · 151 citations
4
h-index
LC
Li Chen
Hong Kong Baptist University, Hong Kong SAR China
4 publications · 101 citations
4
h-index

1–5 of 334

Institutions

125

1–8 of 125

Venues

arXiv (Cornell University)
Repository · 10 publications · 225 citations
10
h-index
ACM Transactions on Information Systems
3 publications · 83 citations
3
h-index
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
Conference · 3 publications · 140 citations
3
h-index
IEEE Transactions on Knowledge and Data Engineering
TKDE · 4 publications · 65 citations
3
h-index
Artificial Intelligence Review
2 publications · 62 citations
2
h-index

1–5