COGAM: Measuring and Moderating Cognitive Load in Machine Learning Model Explanations
Author:
Affiliation:
1. National University of Singapore, Singapore, Singapore
Funder
National Research Foundation Prime Minister's Office Singapore
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3313831.3376615
Reference73 articles.
1. Trends and Trajectories for Explainable, Accountable and Intelligible Systems
2. The Effect of Gestalt Laws of Perceptual Organization on the Comprehension of Three-Variable Bar and Line Graphs
3. Guidelines for Human-AI Interaction
4. Crowdsourcing Perceptions of Fair Predictors for Machine Learning?;Berkel Niels V A N;A Recidivism Case Study.,2019
5. A comparison of methods for the fitting of generalized additive models
Cited by 61 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. FXAM: A unified and fast interpretable model for predictive analytics;Expert Systems with Applications;2024-10
2. Enhancing Prediction, Explainability, Inference and Robustness of Decision Trees via Symbolic Regression-Discovered Splits;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14
3. A Cognitive Load Theory (CLT) Analysis of Machine Learning Explainability, Transparency, Interpretability, and Shared Interpretability;Machine Learning and Knowledge Extraction;2024-07-02
4. Making Transparency Influencers: A Case Study of an Educational Approach to Improve Responsible AI Practices in News and Media;Extended Abstracts of the CHI Conference on Human Factors in Computing Systems;2024-05-11
5. Incremental XAI: Memorable Understanding of AI with Incremental Explanations;Proceedings of the CHI Conference on Human Factors in Computing Systems;2024-05-11
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3