Social Recommendation

Social Recommendation is a type of recommender system that incorporates social relations and interactions among users to enhance recommendation accuracy by leveraging trust, influence, and behavioral patterns within social networks.

1.1K

Publications

70.5K

Citations

3.2K

Authors

942

Institutions

Publications per year

2017–2026

495

Variants

Social Recommender Systems

Parents

Recommender Systems

Children

Explicit Social FeedbackFriendship-based RecommendationGraph-based RecommendationHomophily ModelingImplicit Social FeedbackLink Prediction In Social SystemsMulti-relational RecommendationPropagation Of PreferencesReputation ModelingSocial Choice In Recommendation

Publications

1.1K

The dynamics of viral marketing

Jure Leskovec, Lada A. Adamic, Bernardo A. Huberman · ACM Transactions on the Web · 2007 · 2.1K citations · Full text

Computing, Marketing, Marketing Management +15

Graph Neural Networks for Social Recommendation

Wenqi Fan, Yao Ma, Qing Li et al. · 2019 · 1.9K citations · Full text

Computing, Computer Science, Knowledge Representation +14

Recommender systems with social regularization

Hao Ma, Dengyong Zhou, Chao Liu et al. · 2011 · 1.7K citations

Computing, Data Science, Recommender Systems +16

Propagation of trust and distrust

R. Guha, Ravi Kumar, Prabhakar Raghavan et al. · 2004 · 1.5K citations

Computing, Data Science, Information Systems +17

Exploiting geographical influence for collaborative point-of-interest recommendation

Mao Ye, Peifeng Yin, Wang-Chien Lee et al. · 2011 · 1.1K citations

Computing, Data Science, Data Mining +11

1–5 of 1.1K

Authors

3.2K

HY
Hongzhi Yin
The University of Queensland, Australia
14 publications · 1.5K citations
13
h-index
PB
Peter Brusilovsky
University of Pittsburgh, United States
12 publications · 395 citations
11
h-index
MG
Min Gao
Chongqing University, China
10 publications · 832 citations
10
h-index
YM
Yannis Manolopoulos
Aristotle University of Thessaloniki, Greece
10 publications · 988 citations
10
h-index
WZ
Wenwu Zhu
Tsinghua University, China
10 publications · 961 citations
10
h-index

1–5 of 3.2K

Institutions

942

1–8 of 942

Venues

IEEE Transactions on Knowledge and Data Engineering
TKDE · 31 publications · 2.5K citations
24
h-index
arXiv (Cornell University)
Repository · 37 publications · 1.4K citations
20
h-index
Expert Systems with Applications
20 publications · 1K citations
17
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 17 publications · 1.7K citations
16
h-index
Information Sciences
17 publications · 833 citations
16
h-index

1–5