An adaptable UI/UX considering user’s cognitive and behavior information in distributed environment

Hyesung Ji; Youdong Yun; Seolhwa Lee; Kuekyeng Kim; Heui Seok Lim

doi:10.1007/s10586-017-0999-9

An adaptable UI/UX considering user’s cognitive and behavior information in distributed environment

Hyesung Ji, Youdong Yun, Seolhwa Lee, Kuekyeng Kim, Heui Seok Lim

Research output: Contribution to journal › Article › peer-review

17 Citations (Scopus)

Abstract

User interface (UI) and user experience (UX) is the first thing users come to interact when accessing internet services. However, UI/UX, which did not put users into consideration when designed, causes many inconveniences. In order to provide a customized UI/UX, the accurate analysis of users are important and must be optimized for users through continuous updates. In this paper, we propose a method of analyzing the user’s cognitive and behavioral information in a distributed environment, providing a customized UI/UX based on the analysis. The proposed method measures the user’s cognitive ability and generates an initial profile, then provides a custom UI/UX by modifying the profile based on the user’s behavioral information. To generate the user profile, the cognitive response measurement and modeling of 122 users were performed and the proposed model was evaluated by 200 users. As a result of the experiment, overall satisfying results were obtained.

Original language	English
Journal	Cluster Computing
Volume	21
Issue number	1
DOIs	https://doi.org/10.1007/s10586-017-0999-9
Publication status	Published - 2017 Jun 16

Keywords

Cognitive
Personalized service
User behavior
User experience
User interface
User model

ASJC Scopus subject areas

Software
Computer Networks and Communications

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10.1007/s10586-017-0999-9

Cite this

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title = "An adaptable UI/UX considering user{\textquoteright}s cognitive and behavior information in distributed environment",

abstract = "User interface (UI) and user experience (UX) is the first thing users come to interact when accessing internet services. However, UI/UX, which did not put users into consideration when designed, causes many inconveniences. In order to provide a customized UI/UX, the accurate analysis of users are important and must be optimized for users through continuous updates. In this paper, we propose a method of analyzing the user{\textquoteright}s cognitive and behavioral information in a distributed environment, providing a customized UI/UX based on the analysis. The proposed method measures the user{\textquoteright}s cognitive ability and generates an initial profile, then provides a custom UI/UX by modifying the profile based on the user{\textquoteright}s behavioral information. To generate the user profile, the cognitive response measurement and modeling of 122 users were performed and the proposed model was evaluated by 200 users. As a result of the experiment, overall satisfying results were obtained.",

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AU - Ji, Hyesung

AU - Yun, Youdong

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AU - Kim, Kuekyeng

AU - Lim, Heui Seok

PY - 2017/6/16

Y1 - 2017/6/16

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KW - Cognitive

KW - Personalized service

KW - User behavior

KW - User experience

KW - User interface

KW - User model

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An adaptable UI/UX considering user’s cognitive and behavior information in distributed environment

Abstract

Keywords

ASJC Scopus subject areas

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