(An) information theory based approach for quantitative evaluation of man-machine interface complexity = 정보이론을 이용한 인간-기계 인터페이스 복잡도의 정량적 평가에 관한 연구

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In complex and high-risk work conditions, especially such as in nuclear power plants, human understanding of the plant is highly cognitive and thus largely dependent on the effectiveness of the man-machine interface system. In order to provide more effective and reliable operating conditions for future nuclear power plants, developing more credible and easy to use evaluation methods will afford great help in designing interface systems in a more efficient manner. In this study, in order to analyze the human-machine interactions, I propose the Human-processor Communication(HPC) model which is based on the information flow concept. It identifies the information flow around a human-processor. Information flow has two aspects: appearance and content. Based on the HPC model, I propose two kinds of measures for evaluating a user interface from the viewpoint of these two aspects of information flow. They measure the communicative complexity of each aspect. In this study, for the evaluation of the aspect of appearance, I propose three complexity measures: Operation Complexity, Transition Complexity, and Screen Complexity. Each one of these measures has its own physical meaning. Two experiments carried out in this work support the utility of these measures. The result of the quiz game experiment shows that as the complexity of task context increases, the usage of the interface system becomes more complex. The experimental results of the three example systems(digital view, LDP style view and hierarchy view) show the utility of the proposed complexity measures. In this study, for the evaluation of the aspect of content, I propose the degree of informational coincidence, R (K, P) as a measure for the usefulness of an alarm-processing system. It is designed to perform user-oriented evaluation based on the informational entropy concept. It will be especially useful inearly design phase because designers can estimate the usefulness of an alarm system by short calcula...
Advisors
Seong, Poong-Hyunresearcher성풍현researcher
Description
한국과학기술원 : 원자력공학과,
Publisher
한국과학기술원
Issue Date
1999
Identifier
156017/325007 / 000955004
Language
eng
Description

학위논문(박사) - 한국과학기술원 : 원자력공학과, 1999.8, [ ix, 135 p. ]

Keywords

Quantitative evaluation; Complexity; Man-machine interface; Information theory; 정보이론; 정량적 평가; 복잡도; 인간-기계 인터페이스

URI
http://hdl.handle.net/10203/48902
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=156017&flag=dissertation
Appears in Collection
NE-Theses_Ph.D.(박사논문)
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