Explainable Recommendation with Comparative Constraints on Product Aspects

Author:

Le Trung-Hoang1,Lauw Hady W.1

Affiliation:

1. Singapore Management University, Singapore, Singapore

Funder

National Research Foundation Singapore

Publisher

ACM

Reference39 articles.

1. Konstantin Bauman Bing Liu and Alexander Tuzhilin. 2017. Aspect Based Recommendations: Recommending Items with the Most Valuable Aspects Based on User Reviews. In KDD (KDD'17). ACM 717--725. https://doi.org/10.1145/3097983.3098170 Konstantin Bauman Bing Liu and Alexander Tuzhilin. 2017. Aspect Based Recommendations: Recommending Items with the Most Valuable Aspects Based on User Reviews. In KDD (KDD'17). ACM 717--725. https://doi.org/10.1145/3097983.3098170

2. The Skyline operator

3. Chong Chen Min Zhang Yiqun Liu and Shaoping Ma. 2018. Neural Attentional Rating Regression with Review-Level Explanations. In WWW (WWW'18). 1583--1592. https://doi.org/10.1145/3178876.3186070 Chong Chen Min Zhang Yiqun Liu and Shaoping Ma. 2018. Neural Attentional Rating Regression with Review-Level Explanations. In WWW (WWW'18). 1583--1592. https://doi.org/10.1145/3178876.3186070

4. Li Chen and Feng Wang. 2017. Explaining Recommendations Based on Feature Sentiments in Product Reviews. In IUI (IUI'17). ACM 17--28. https://doi.org/10.1145/3025171.3025173 Li Chen and Feng Wang. 2017. Explaining Recommendations Based on Feature Sentiments in Product Reviews. In IUI (IUI'17). ACM 17--28. https://doi.org/10.1145/3025171.3025173

5. Xu Chen Zheng Qin Yongfeng Zhang and Tao Xu. 2016. Learning to Rank Features for Recommendation over Multiple Categories. In SIGIR (SIGIR'16). ACM 305--314. https://doi.org/10.1145/2911451.2911549 Xu Chen Zheng Qin Yongfeng Zhang and Tao Xu. 2016. Learning to Rank Features for Recommendation over Multiple Categories. In SIGIR (SIGIR'16). ACM 305--314. https://doi.org/10.1145/2911451.2911549

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1. On the Negative Perception of Cross-domain Recommendations and Explanations;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

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3. Stability of Explainable Recommendation;Proceedings of the 17th ACM Conference on Recommender Systems;2023-09-14

4. Generating Explainable Product Comparisons for Online Shopping;Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining;2023-02-27

5. Fusing Attribute Type Features for Attribute Value Extraction from Product via Question Answering;Proceedings of the 2022 5th International Conference on Machine Learning and Natural Language Processing;2022-12-23

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