EMiGRe: Unveiling Why Your Recommendations are Not What You Expect

被引：0

作者：

Attolou, Herve-Madelein ^{[1
]}

Tzompanaki, Katerina ^{[1
]}

Stefanidis, Kostas ^{[2
]}

Kotzinos, Dimitris ^{[1
]}

机构：

[1] Cy Cergy Paris Univ, CNRS UMR8051, ENSEA, ETIS, Paris, France

[2] Tampere Univ, Tampere, Finland

来源：

WEB ENGINEERING, ICWE 2024 | 2024年 / 14629卷

关键词：

Explanations; Graph-based Recommendation Systems; Why-Not questions; Explainable AI;

D O I：

10.1007/978-3-031-62362-2_37

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This demonstration showcases EMiGRe, a system tailored for computing explanations for missing recommendations in a graph-based recommendation system. The users can interact with the system through our intuitive visualization interface to navigate the graph, select their missing recommendations, choose their preferred explanation mode (add or remove user actions), and finally consume the explanations in textual or graphical form. n. Throughout, they are guided through important steps of EMiGRe (The source code for this demonstration is available here https://git.cyu.fr/hattolou/emigre icwe2024) and useful statistics that clarify the scenario.

引用

页码：419 / 423

页数：5

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