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A survey on effects of adding explanations to recommender systems

  • Published:2022-01-19 Issue:20 Volume:34 Page:
  • ISSN:1532-0626
  • Container-title:Concurrency and Computation: Practice and Experience
  • language:en
  • Short-container-title:Concurrency and Computation

Author:

Vultureanu‐Albişi Alexandra1ORCID,Bădică Costin1ORCID

Affiliation:

1. Faculty of Automation, Computers and Electronics University of Craiova Craiova Romania

Publisher

Wiley

Subject

Computational Theory and Mathematics,Computer Networks and Communications,Computer Science Applications,Theoretical Computer Science,Software

Reference65 articles.

1. JohnsonJ.Global digital population as of January 2021.https://www.statista.com/statistics/617136/digital‐population‐worldwide/

2. KempS.DIGITAL 2021: ROMANIA.https://datareportal.com/reports/digital‐2021‐romania

3. DARPA’s Explainable Artificial Intelligence (XAI) Program

4. European Union Regulations on Algorithmic Decision-Making and a “Right to Explanation”

5. Explanation in Second Generation Expert Systems

Cited by 12 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. Integrating textual reviews into neighbor-based recommender systems;Expert Systems with Applications;2024-09

2. 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

3. ScrollyPOI: A Narrative-Driven Interactive Recommender System for Points-of-Interest Exploration and Explainability;Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization;2024-06-27

4. An explainable content-based approach for recommender systems: a case study in journal recommendation for paper submission;User Modeling and User-Adapted Interaction;2024-06-06

5. QUARE: 2nd Workshop on Measuring the Quality of Explanations in Recommender Systems;Proceedings of the 17th ACM Conference on Recommender Systems;2023-09-14
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