Spatial Information Based Simulator for User Experience‘s Optimization (사용자 경험 최적화를 위한 공간정보기반 시뮬레이터 개발)

Green Bang (방그린); Il Ju， Ko (고일주)

Spatial Information Based Simulator for User Experience‘s Optimization

Journal of The Korea Society of Computer and Information
Abbr : JKSCI
2016, 21(3), pp.97-104
Publisher : The Korean Society Of Computer And Information
Research Area : Engineering > Computer Science

Green Bang ¹, Il Ju， Ko ²

¹숭실대학교 미디어학과
²숭실대학교

Accredited

ABSTRACT

In this paper, we propose spatial information based simulator for user experience optimization and minimize real space complexity. We focus on developing simulator how to design virtual space model and to implement virtual character using real space data. Especially, we use expanded events-driven inference model for SVM based on machine learning. Our simulator is capable of feature selection by k-fold cross validation method for optimization of data learning. This strategy efficiently throughput of executing inference of user behavior feature by virtual space model. Thus, we aim to develop the user experience optimization system for people to facilitate mapping as the first step toward to daily life data inference. Methodologically, we focus on user behavior and space modeling for implement virtual space.

KEYWORDS

Spatial Information, Space Design, Human Behavior, Simulator Modeling, Virtual Space

Citation status

* References for papers published after 2023 are currently being built.

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This paper was written with support from the National Research Foundation of Korea.

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Journal of The Korea Society of Computer and Information 2023 KCI Impact Factor : 0.65