Analysis of gender invariance across different models.

NIAID Data Ecosystem2026-05-02 收录

模型公平性评估

算法偏见

数据链接：

https://figshare.com/articles/dataset/Analysis_of_gender_invariance_across_different_models_/27657020 数据链接链接失效反馈

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资源简介：

Analysis of gender invariance across different models.

创建时间：

2024-11-11

Participant Data on Algorithmic Bias in Decision-Making

算法偏见

决策制定

该数据集来自363名参与者在一项对照实验中的数据，该实验旨在研究带有偏见的AI推荐对人类在招聘决策中判断的影响。收集的人口统计数据包括年龄和性别，并且已经应用了质量控制程序以确保数据完整性。最终清洗后的数据集包含了294名具有特定分组分配的参与者。研究任务包括调查参与者与AI推荐的契合度、报告的信任度以及在决策过程中的自信心。

arXiv100

Results of the Mann-Whitney U test and t-test for the boundary shift of the computed three forms of iterated algorithmic bias based on the different probability levels of human action.

统计分析

算法偏见

Here, effect size is ES = (Boundary|t = 0 − Boundary|t = 200)/standard.dev. Bold means the significance at p<0.05. The more the human reacts to the system, the larger is the boundary shift.

NIAID Data Ecosystem70

A checklist to aid in mitigating bias during the development and implementation of AI algorithms.

算法偏见

AI伦理教育

A checklist to aid in mitigating bias during the development and implementation of AI algorithms.

Figshare2023-06-22 更新60

Ethical considerations in software development

软件开发伦理

算法偏见

We’re conducting this survey to explore how software developers deal with ethical issues about the software they develop. Ethical issues in software, such as privacy, accessibility flaws, manipulative

DataCite Commons2025-09-25 更新80

画像生成における偏見調査

图生成

算法偏见

論文（Tetsu Matsukawa, Ryosuke Miyake, Einoshin Suzuki: "Object Attention for Image Generation from Hyper Scene Graphs with Trinomial Hyperedges", Communications in Computer and Information Science (post

DataCite Commons2025-05-03 更新60

Analysis of gender invariance across different models.

资源简介：

相关数据集