Explainable Recommendation Interfaces

Explainable Recommendation Interfaces is a user interface paradigm in educational technologies that integrates transparent, justifiable recommendations into tutoring systems by providing learners with intelligible rationales for suggested actions or resources, thereby distinguishing itself from conventional recommendation interfaces through its emphasis on pedagogical transparency and user trust in adaptive learning environments.

Publications

2.8K

Citations

Authors

Institutions

Publications per year

2017–2026

Parents

Explainable Tutoring Systems

Publications

Explaining collaborative filtering recommendations

Jonathan L. Herlocker, Joseph A. Konstan, John Riedl · 2000 · 1.7K citations

Computing, Computer Science, Machine Learning +15

Trust building with explanation interfaces

Pearl Pu, Li Chen · 2006 · 292 citations · Full text

Computing, Design, Interaction Design +13

Trust-inspiring explanation interfaces for recommender systems

Pearl Pu, Li Chen · Knowledge-Based Systems · 2007 · 248 citations · Full text

Computing, Computer Science, Interaction Design +13

A generalized taxonomy of explanations styles for traditional and social recommender systems

Alexis Papadimitriou, Panagiotis Symeonidis, Yannis Manolopoulos · Data Mining and Knowledge Discovery · 2011 · 124 citations

Computing, Systems Engineering, Recommender Systems +13

Complementing educational recommender systems with open learner models

Solmaz Abdi, Hassan Khosravi, Shazia Sadiq et al. · 2020 · 65 citations

Education, Educational Technology, Educational Data Mining +16

1–5 of 20

Authors

PB
Peter Brusilovsky
University of Pittsburgh, United States
3 publications · 50 citations
3
h-index
LC
Li Chen
Hong Kong Baptist University, Hong Kong SAR China
3 publications · 559 citations
3
h-index
CT
Chun-Hua Tsai
University of Pittsburgh, United States
2 publications · 36 citations
2
h-index
JB
Jordan Barria-Pineda
University of Pittsburgh, United States
2 publications · 32 citations
2
h-index
PP
Pearl Pu
École Polytechnique Fédérale de Lausanne, Switzerland
2 publications · 540 citations
2
h-index

1–5 of 49

Institutions

1–8 of 22

Venues

Knowledge-Based Systems
1 publications · 248 citations
1
h-index
Education and Information Technologies
1 publications · 15 citations
1
h-index
IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans
1 publications · 10 citations
1
h-index
World Wide Web
1 publications · 59 citations
1
h-index
Journal of Advanced Management Science
1 publications · 19 citations
1
h-index

1–5