Feature-based Recommendation

Feature-Based Recommendation is a knowledge-based recommendation approach that generates personalized suggestions by modeling item and user characteristics as explicit features, distinguishing itself through the systematic integration of feature-level attributes into the inference and decision-making process.

137

Publications

5.3K

Citations

494

Authors

199

Institutions

Publications per year

2017–2026

Parents

Knowledge-based Recommendation

Publications

137

Feature weighting in content based recommendation system using social network analysis

Souvik Debnath, Niloy Ganguly, Pabitra Mitra · 2008 · 254 citations

Computing, Information Systems, Feature Engineering +16

Content-Based Video Recommendation System Based on Stylistic Visual Features

Yashar Deldjoo, Mehdi Elahi, Paolo Cremonesi et al. · Journal on Data Semantics · 2016 · 230 citations · Full text

Computing, Data Science, Information Retrieval +12

Learning to Rank Features for Recommendation over Multiple Categories

Xu Chen, Zheng Qin, Yongfeng Zhang et al. · 2016 · 158 citations

Computing, Computer Science, Machine Learning +16

A hybrid machine learning approach for additive manufacturing design feature recommendation

Xiling Yao, Seung Ki Moon, Guijun Bi · Rapid Prototyping Journal · 2017 · 150 citations

Engineering, Design, Manufacturing Engineering +13

On-demand feature recommendations derived from mining public product descriptions

Horatiu Dumitru, Marek Gibiec, Negar Hariri et al. · 2011 · 146 citations

Computing, Computer Science, Data Science +16

1–5 of 137

Authors

494

LW
Le Wu
Hefei University of Technology, China
2 publications · 117 citations
2
h-index
YD
Yucong Duan
Hainan University, China
2 publications · 26 citations
2
h-index
BL
Bin Li
Yangzhou University, China
2 publications · 26 citations
2
h-index
JZ
Jie Zhang
Nanyang Technological University, Singapore
2 publications · 54 citations
2
h-index
RJ
Robert J. Walker
University of Calgary, Canada
2 publications · 33 citations
2
h-index

1–5 of 494

Institutions

199

1–8 of 199

Venues

IEEE Access
7 publications · 251 citations
7
h-index
Expert Systems with Applications
5 publications · 274 citations
5
h-index
Procedia Computer Science
4 publications · 144 citations
4
h-index
arXiv (Cornell University)
Repository · 3 publications · 66 citations
3
h-index
International Journal of Computational Intelligence Systems
IJCIS · 2 publications · 48 citations
2
h-index

1–5