Explainable Recommendation: A Survey and New Perspectives

Foundations and Trends® in Information Retrieval ◽

10.1561/1500000066 ◽

2020 ◽

Vol 14 (1) ◽

pp. 1-101 ◽

Author(s):

Yongfeng Zhang ◽

Xu Chen

Keyword(s):

Explainable Recommendation

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Explainable Recommendation for Repeat Consumption

Fourteenth ACM Conference on Recommender Systems ◽

10.1145/3383313.3412230 ◽

2020 ◽

Author(s):

Kosetsu Tsukuda ◽

Masataka Goto

Keyword(s):

Explainable Recommendation

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EXTRA: Explanation Ranking Datasets for Explainable Recommendation

Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval ◽

10.1145/3404835.3463248 ◽

2021 ◽

Author(s):

Lei Li ◽

Yongfeng Zhang ◽

Li Chen

Keyword(s):

Explainable Recommendation

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Fairness-Aware Explainable Recommendation over Knowledge Graphs

Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval ◽

10.1145/3397271.3401051 ◽

2020 ◽

Author(s):

Zuohui Fu ◽

Yikun Xian ◽

Ruoyuan Gao ◽

Jieyu Zhao ◽

Qiaoying Huang ◽

...

Keyword(s):

Knowledge Graphs ◽

Explainable Recommendation

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Multi-modal Knowledge-aware Reinforcement Learning Network for explainable recommendation

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107217 ◽

2021 ◽

pp. 107217

Author(s):

Shaohua Tao ◽

Runhe Qiu ◽

Yuan Ping ◽

Hui Ma

Keyword(s):

Reinforcement Learning ◽

Learning Network ◽

Explainable Recommendation

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Accurate and Explainable Recommendation via Hierarchical Attention Network Oriented Towards Crowd Intelligence

Knowledge-Based Systems ◽

10.1016/j.knosys.2020.106687 ◽

2021 ◽

Vol 213 ◽

pp. 106687

Author(s):

Chao Yang ◽

Weixin Zhou ◽

Zhiyu Wang ◽

Bin Jiang ◽

Dongsheng Li ◽

...

Keyword(s):

Attention Network ◽

Crowd Intelligence ◽

Explainable Recommendation

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Personalized Transformer for Explainable Recommendation

10.18653/v1/2021.acl-long.383 ◽

2021 ◽

Author(s):

Lei Li ◽

Yongfeng Zhang ◽

Li Chen

Keyword(s):

Explainable Recommendation

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Dynamic attention-based explainable recommendation with textual and visual fusion

Information Processing & Management ◽

10.1016/j.ipm.2019.102099 ◽

2020 ◽

Vol 57 (6) ◽

pp. 102099 ◽

Author(s):

Peng Liu ◽

Lemei Zhang ◽

Jon Atle Gulla

Keyword(s):

Dynamic Attention ◽

Explainable Recommendation

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Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR'19 ◽

10.1145/3331184.3331203 ◽

2019 ◽

Author(s):

Yikun Xian ◽

Zuohui Fu ◽

S. Muthukrishnan ◽

Gerard de Melo ◽

Yongfeng Zhang

Keyword(s):

Knowledge Graph ◽

Explainable Recommendation

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A Reinforcement Learning Framework for Explainable Recommendation

2018 IEEE International Conference on Data Mining (ICDM) ◽

10.1109/icdm.2018.00074 ◽

2018 ◽

Author(s):

Xiting Wang ◽

Yiru Chen ◽

Jie Yang ◽

Le Wu ◽

Zhengtao Wu ◽

...

Keyword(s):

Reinforcement Learning ◽

Learning Framework ◽

Explainable Recommendation

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Lit@EVE: Explainable Recommendation Based on Wikipedia Concept Vectors

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-71273-4_41 ◽

2017 ◽

pp. 409-413 ◽

Author(s):

M. Atif Qureshi ◽

Derek Greene

Keyword(s):

Explainable Recommendation

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