Towards Explainable Conversational Recommender Systems

Author:

Guo Shuyu1ORCID,Zhang Shuo2ORCID,Sun Weiwei1ORCID,Ren Pengjie1ORCID,Chen Zhumin1ORCID,Ren Zhaochun1ORCID

Affiliation:

1. Shandong University, Qingdao, China

2. Bloomberg, London, United Kingdom

Funder

Natural Science Foundation of China

Meituan

Shandong University multidisciplinary research and innovation team of young scholars

Publisher

ACM

Reference47 articles.

1. Krisztian Balog and Filip Radlinski. 2020. Measuring Recommendation Explanation Quality: The Conflicting Goals of Explanations. In SIGIR. 329--338. Krisztian Balog and Filip Radlinski. 2020. Measuring Recommendation Explanation Quality: The Conflicting Goals of Explanations. In SIGIR. 329--338.

2. Mustafa Bilgic and Raymond J . Mooney . 2005 . Explaining Recommendations : Satisfaction vs. Promotion. In IUI. 153. Mustafa Bilgic and Raymond J. Mooney. 2005. Explaining Recommendations: Satisfaction vs. Promotion. In IUI. 153.

3. Shuo Chang , F. Maxwell Harper , and Loren G . Terveen . 2016 . Crowd-Based Personalized Natural Language Explanations for Recommendations. In RecSys . 175--182. Shuo Chang, F. Maxwell Harper, and Loren G. Terveen. 2016. Crowd-Based Personalized Natural Language Explanations for Recommendations. In RecSys. 175--182.

4. Qibin Chen Junyang Lin Yichang Zhang Ming Ding Yukuo Cen Hongxia Yang and Jie Tang. 2019b. Towards Knowledge-Based Recommender Dialog System. In EMNLP. 1803--1813. Qibin Chen Junyang Lin Yichang Zhang Ming Ding Yukuo Cen Hongxia Yang and Jie Tang. 2019b. Towards Knowledge-Based Recommender Dialog System. In EMNLP. 1803--1813.

5. Xu Chen Hanxiong Chen Hongteng Xu Yongfeng Zhang Yixin Cao Zheng Qin and Hongyuan Zha. 2019a. Personalized fashion recommendation with visual explanations based on multimodal attention network: Towards visually explainable recommendation. In SIGIR. 765--774. Xu Chen Hanxiong Chen Hongteng Xu Yongfeng Zhang Yixin Cao Zheng Qin and Hongyuan Zha. 2019a. Personalized fashion recommendation with visual explanations based on multimodal attention network: Towards visually explainable recommendation. In SIGIR. 765--774.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Brief Survey of Offline Explainability Metrics for Conversational Recommender Systems;2023 IEEE Signal Processing in Medicine and Biology Symposium (SPMB);2023-12-02

2. User-Centric Conversational Recommendation: Adapting the Need of User with Large Language Models;Proceedings of the 17th ACM Conference on Recommender Systems;2023-09-14

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