Item Attribute Modeling

Item Attribute Modeling is a methodological framework within multi-criteria recommendation that characterizes items through structured representations of their intrinsic features, distinguishing itself by explicitly modeling attribute-level preferences to support fine-grained, criterion-aware recommendation decisions.

Publications

645

Citations

Authors

Institutions

Publications per year

2017–2026

Parents

Multi-criteria Recommendation

Publications

Statistical Analysis of<i>Q</i>-Matrix Based Diagnostic Classification Models

Yunxiao Chen, Jingchen Liu, Gongjun Xu et al. · Journal of the American Statistical Association · 2014 · 174 citations · Full text

Education, Educational Assessment, Psychiatry +12

Ricardo Ernst, Morris A. Cohen · Journal of Operations Management · 1990 · 100 citations

Management, Operations Management, Strategy +12

An Attribute-Driven Mirror Graph Network for Session-based Recommendation

Siqi Lai, Erli Meng, Fan Zhang et al. · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 49 citations

Computing, Computer Science, Data Science +14

FeatureMF: An Item Feature Enriched Matrix Factorization Model for Item Recommendation

Haiyang Zhang, Nikola S. Nikolov, Zhanlin Ji et al. · IEEE Access · 2021 · 41 citations · Full text

Computing, Computer Science, Data Mining +14

Applying probabilistic latent semantic analysis to multi-criteria recommender system

Yin Zhang⋆, Yueting Zhuang, Jiangqin Wu et al. · AI Communications · 2009 · 35 citations

Computing, Computer Science, Data Mining +8

1–5 of 17

Authors

YC
Yunxiao Chen
Columbia University, United States
2 publications · 203 citations
2
h-index
JL
Jingchen Liu
Columbia University, United States
2 publications · 203 citations
2
h-index
ZY
Zhiliang Ying
Columbia University, United States
2 publications · 203 citations
2
h-index
GX
Gongjun Xu
University of Michigan, United States
2 publications · 203 citations
2
h-index
HX
Hui Xiong
Rutgers, The State University of New Jersey, United States
1 publications · 24 citations
1
h-index

1–5 of 79

Institutions

1–8 of 37

Venues

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
Conference · 2 publications · 64 citations
2
h-index
IEEE Access
2 publications · 56 citations
2
h-index
Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining
Conference · 1 publications · 28 citations
1
h-index
Proceedings of the ACM Web Conference 2022
Conference · 1 publications · 24 citations
1
h-index
Knowledge-Based Systems
1 publications · 24 citations
1
h-index

1–5