Towards Explainable Conversational Recommender Systems
Author:
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
Link
https://dl.acm.org/doi/pdf/10.1145/3539618.3591884
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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