FairRankVis : A Visual Analytics Framework for Exploring Algorithmic Fairness in Graph Mining Models
Graph mining is an essential component of recommender systems and search engines. Outputs of graph mining models typically provide a ranked list sorted by each item's relevance or utility. However, recent research has identified issues of algorithmic bias in such models, and new graph mining al...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on visualization and computer graphics. - 1996. - 28(2022), 1 vom: 29. Jan., Seite 368-377
|
|---|
| 1. Verfasser: |
Xie, Tiankai
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Ma, Yuxin,
Kang, Jian,
Tong, Hanghang,
Maciejewski, Ross |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2022
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on visualization and computer graphics
|
|---|
| Schlagworte: | Journal Article |
|---|