Explainable Recommendation: A Survey and New Perspectives

30 April 2018

Papers citing "Explainable Recommendation: A Survey and New Perspectives"

50 / 207 papers shown

Title
How Data Scientists Review the Scholarly Literature Sheshera Mysore Mahmood Jasim Haoru Song Sarah Akbar Andre Kenneth Chase Randall Narges Mahyar AI4CE 21 8 0 10 Jan 2023
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank Tanya Chowdhury Razieh Rahimi James Allan FAtt 24 18 0 24 Dec 2022
Exploring and Eliciting Needs and Preferences from Editors for Wikidata Recommendations K. Alghamdi Miaojing Shi Elena Simperl 13 0 0 04 Dec 2022
A Survey on Conversational Search and Applications in Biomedicine Naga Sai Krishna Adatrao Gowtham Reddy Gadireddy Jiho Noh MedIm 8 4 0 28 Nov 2022
RecXplainer: Amortized Attribute-based Personalized Explanations for Recommender Systems Sahil Verma Chirag Shah John P. Dickerson Anu Beniwal Narayanan Sadagopan Arjun Seshadri 14 1 0 27 Nov 2022
Learning to Counterfactually Explain Recommendations Yuanshun Yao Chong Wang Hang Li CML OffRL 22 1 0 17 Nov 2022
Explainable Multi-Agent Recommendation System for Energy-Efficient Decision Support in Smart Homes Alona Zharova Annika Boer Julia Knoblauch Kai Ingo Schewina Jana Vihs 22 2 0 20 Oct 2022
Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling Kalpa Gunaratna Vijay Srinivasan Akhila Yerukola Hongxia Jin 21 6 0 19 Oct 2022
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation Nan Wang Qifan Wang Yi-Chia Wang Maziar Sanjabi Jingzhou Liu Hamed Firooz Hongning Wang Shaoliang Nie 28 6 0 14 Oct 2022
On Explainability in AI-Solutions: A Cross-Domain Survey S. D. Antón Daniel Schneider Hans D. Schotten 11 2 0 11 Oct 2022
UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation Jiacheng Li Zhankui He Jingbo Shang Julian McAuley 13 11 0 28 Sep 2022
A Comprehensive Survey on Trustworthy Recommender Systems Wenqi Fan Xiangyu Zhao Xiao Chen Jingran Su Jingtong Gao ... Qidong Liu Yiqi Wang Hanfeng Xu Lei Chen Qing Li FaML 35 46 0 21 Sep 2022
Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews Qian Zhu Leo Yu-Ho Lo Meng Xia Zixin Chen Xiaojuan Ma 30 17 0 19 Sep 2022
Dynamic Causal Collaborative Filtering Shuyuan Xu Juntao Tan Zuohui Fu Jianchao Ji Shelby Heinecke Yongfeng Zhang 16 17 0 23 Aug 2022
Learn Basic Skills and Reuse: Modularized Adaptive Neural Architecture Search (MANAS) H. Chen Yunqi Li He Zhu Yongfeng Zhang 31 5 0 23 Aug 2022
EGCR: Explanation Generation for Conversational Recommendation Bingbing Wen Xiaoning Bu Chirag Shah 14 2 0 17 Aug 2022
Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems Bingbing Wen Yunhe Feng Yongfeng Zhang Chirag Shah 19 1 0 17 Aug 2022
Trustworthy Recommender Systems Shoujin Wang Xiuzhen Zhang Yan Wang Huan Liu Francesco Ricci 24 51 0 10 Aug 2022
Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design Zhilong Chen J. Piao Xiaochong Lan Hancheng Cao Chen Gao Zhicong Lu Yong Li 17 9 0 08 Aug 2022
ASTA: Learning Analytical Semantics over Tables for Intelligent Data Analysis and Visualization Lingbo Li Tianle Li Xinyi He Mengyu Zhou Shi Han Dongmei Zhang LMTD 39 0 0 01 Aug 2022
Leveraging Explanations in Interactive Machine Learning: An Overview Stefano Teso Öznur Alkan Wolfgang Stammer Elizabeth M. Daly XAI FAtt LRM 24 62 0 29 Jul 2022
Exploiting Negative Preference in Content-based Music Recommendation with Contrastive Learning Minju Park Kyogu Lee 15 15 0 28 Jul 2022
Reinforced Path Reasoning for Counterfactual Explainable Recommendation Xiang-jian Wang Qian Li Dianer Yu Guandong Xu CML LRM 22 15 0 14 Jul 2022
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations An Yan Zhankui He Jiacheng Li Tianyang Zhang Julian McAuley 22 35 0 30 Jun 2022
Explainability in Mechanism Design: Recent Advances and the Road Ahead Sharadhi Alape Suryanarayana David Sarne Sarit Kraus 14 6 0 07 Jun 2022
Fairness in Recommendation: Foundations, Methods and Applications Yunqi Li H. Chen Shuyuan Xu Yingqiang Ge Juntao Tan Shuchang Liu Yongfeng Zhang FaML OffRL 100 41 0 26 May 2022
From Who You Know to What You Read: Augmenting Scientific Recommendations with Implicit Social Networks Hyeonsu B Kang Rafal Kocielnik Andrew Head Jiangjiang Yang Matt Latzke A. Kittur Daniel S. Weld Doug Downey Jonathan Bragg 17 22 0 21 Apr 2022
Tensor Completion with Provable Consistency and Fairness Guarantees for Recommender Systems Tung D. Nguyen J. Uhlmann 55 9 0 04 Apr 2022
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation Chao Chen Haoyu Geng Nianzu Yang Junchi Yan Daiyue Xue Jianping Yu Xiaokang Yang HAI AI4TS 27 11 0 30 Mar 2022
A Meta Survey of Quality Evaluation Criteria in Explanation Methods Helena Lofstrom K. Hammar Ulf Johansson XAI 27 11 0 25 Mar 2022
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) Shijie Geng Shuchang Liu Zuohui Fu Yingqiang Ge Yongfeng Zhang VLM AI4TS 23 444 0 24 Mar 2022
Counterfactually Evaluating Explanations in Recommender Systems Yuanshun Yao Chong Wang Hang Li OffRL LRM 36 6 0 02 Mar 2022
Towards Revenue Maximization with Popular and Profitable Products Wensheng Gan Guoting Chen Hongzhi Yin Philippe Fournier-Viger Chien-Ming Chen Philip S. Yu 9 1 0 26 Feb 2022
Graph-based Extractive Explainer for Recommendations Peifeng Wang Renqin Cai Hongning Wang 39 14 0 20 Feb 2022
Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning Juntao Tan Shijie Geng Zuohui Fu Yingqiang Ge Shuyuan Xu Yunqi Li Yongfeng Zhang 22 107 0 17 Feb 2022
Personalized Prompt Learning for Explainable Recommendation Lei Li Yongfeng Zhang Li Chen LRM 19 164 0 15 Feb 2022
Measuring "Why" in Recommender Systems: a Comprehensive Survey on the Evaluation of Explainable Recommendation Xu Chen Yongfeng Zhang Jingxuan Wen XAI ELM OffRL 17 34 0 14 Feb 2022
Dynamic pricing and discounts by means of interactive presentation systems in stationary point of sales M. Lewicki Tomasz Kajdanowicz Piotr Bródka Janusz Sobecki 4 1 0 28 Jan 2022
Explainability in Music Recommender Systems Darius Afchar Alessandro B. Melchiorre Markus Schedl Romain Hennequin Elena V. Epure Manuel Moussallam 21 48 0 25 Jan 2022
REST: Debiased Social Recommendation via Reconstructing Exposure Strategies Ruichu Cai Fengzhu Wu Zijian Li Jie Qiao Wei Chen Yuexing Hao Hao Gu CML OffRL 10 5 0 13 Jan 2022
RGRecSys: A Toolkit for Robustness Evaluation of Recommender Systems Zohreh Ovaisi Shelby Heinecke Jia Li Yongfeng Zhang Elena Zheleva Caiming Xiong 17 20 0 12 Jan 2022
From Kepler to Newton: Explainable AI for Science Zelong Li Jianchao Ji Yongfeng Zhang 13 19 0 24 Nov 2021
Blockchain-based Recommender Systems: Applications, Challenges and Future Opportunities Yassine Himeur A. Sayed A. Alsalemi F. Bensaali Abbes Amira Iraklis Varlamis Magdalini Eirinaki Christos Sardianos G. Dimitrakopoulos 4 84 0 22 Nov 2021
Explainable AI (XAI): A Systematic Meta-Survey of Current Challenges and Future Opportunities Waddah Saeed C. Omlin XAI 34 414 0 11 Nov 2021
Comparative Explanations of Recommendations Aobo Yang Nan Wang Renqin Cai Hongbo Deng Hongning Wang 15 11 0 01 Nov 2021
From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems Yao Zhou Haonan Wang Jingrui He Haixun Wang 24 15 0 28 Oct 2021
Hierarchical Aspect-guided Explanation Generation for Explainable Recommendation Yidan Hu Yong-jin Liu C. Miao Gongqi Lin Yuan Miao 11 1 0 20 Oct 2021
Local Explanations for Clinical Search Engine results Edeline Contempré Zoltán Szlávik Majid Mohammadi Erick Velazquez Godinez A. T. Teije Ilaria Tiddi FAtt 11 1 0 19 Oct 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 32 22 0 20 Sep 2021
A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions Xiaocong Chen L. Yao Julian McAuley Guanglin Zhou Xianzhi Wang AI4TS 8 61 0 08 Sep 2021