IMPROVING USABILITY OF MACHINE LEARNING MODEL EXPLANATIONS: EXPERIMENTS WITH VISUAL AND VERBAL COGNITIVE LOAD

Ph.D

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Main Author:	ASHRAF MOHAMMED ABDUL
Other Authors:	COMPUTER SCIENCE
Format:	Theses and Dissertations
Language:	English
Published:	2022
Subjects:	cognitive load, explainable artificial intelligence, usability, visual explanations, verbal explanations, generalized additive models
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/231778
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-231778
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spelling	sg-nus-scholar.10635-2317782024-01-01T18:01:02Z IMPROVING USABILITY OF MACHINE LEARNING MODEL EXPLANATIONS: EXPERIMENTS WITH VISUAL AND VERBAL COGNITIVE LOAD ASHRAF MOHAMMED ABDUL COMPUTER SCIENCE Youliang Brian Lim Mohan Kankanhalli cognitive load, explainable artificial intelligence, usability, visual explanations, verbal explanations, generalized additive models Ph.D DOCTOR OF PHILOSOPHY (SOC) 2022-10-07T18:00:19Z 2022-10-07T18:00:19Z 2022-05-13 Thesis ASHRAF MOHAMMED ABDUL (2022-05-13). IMPROVING USABILITY OF MACHINE LEARNING MODEL EXPLANATIONS: EXPERIMENTS WITH VISUAL AND VERBAL COGNITIVE LOAD. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/231778 0000-0002-3383-6440 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	cognitive load, explainable artificial intelligence, usability, visual explanations, verbal explanations, generalized additive models
spellingShingle	cognitive load, explainable artificial intelligence, usability, visual explanations, verbal explanations, generalized additive models ASHRAF MOHAMMED ABDUL IMPROVING USABILITY OF MACHINE LEARNING MODEL EXPLANATIONS: EXPERIMENTS WITH VISUAL AND VERBAL COGNITIVE LOAD
description	Ph.D
author2	COMPUTER SCIENCE
author_facet	COMPUTER SCIENCE ASHRAF MOHAMMED ABDUL
format	Theses and Dissertations
author	ASHRAF MOHAMMED ABDUL
author_sort	ASHRAF MOHAMMED ABDUL
title	IMPROVING USABILITY OF MACHINE LEARNING MODEL EXPLANATIONS: EXPERIMENTS WITH VISUAL AND VERBAL COGNITIVE LOAD
title_short	IMPROVING USABILITY OF MACHINE LEARNING MODEL EXPLANATIONS: EXPERIMENTS WITH VISUAL AND VERBAL COGNITIVE LOAD
title_full	IMPROVING USABILITY OF MACHINE LEARNING MODEL EXPLANATIONS: EXPERIMENTS WITH VISUAL AND VERBAL COGNITIVE LOAD
title_fullStr	IMPROVING USABILITY OF MACHINE LEARNING MODEL EXPLANATIONS: EXPERIMENTS WITH VISUAL AND VERBAL COGNITIVE LOAD
title_full_unstemmed	IMPROVING USABILITY OF MACHINE LEARNING MODEL EXPLANATIONS: EXPERIMENTS WITH VISUAL AND VERBAL COGNITIVE LOAD
title_sort	improving usability of machine learning model explanations: experiments with visual and verbal cognitive load
publishDate	2022
url	https://scholarbank.nus.edu.sg/handle/10635/231778
_version_	1787136338062999552

IMPROVING USABILITY OF MACHINE LEARNING MODEL EXPLANATIONS: EXPERIMENTS WITH VISUAL AND VERBAL COGNITIVE LOAD

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