Shang-Hwa Hsu - Academia.edu (original) (raw)

Papers by Shang-Hwa Hsu

Research paper thumbnail of AHP approach

Purpose-Sociability is considered to be important to the success of educational MMORPGs. The purp... more Purpose-Sociability is considered to be important to the success of educational MMORPGs. The purpose of this study was to access the relative weights of these sociability factors which the authors garnered from the literature on educational MMORPGs. Design/methodology/approach-The authors used fuzzy-AHP approach to access the relative weights of these sociability factors they garnered from the literature on educational MMORPGs. To do this, a questionnaire using a pair-wise comparison data input format was administered to 242 school teachers to gather assessments for the factors. Findings-The authors found five most important factors affecting sociability-cooperation, teambased reward, discussion of strategy, reputation, and social navigation. Originality/value-Although prior studies have identified various factors that facilitate sociability in educational MMORPGs, the relative importance of these factors has not been determined. The results can not only be used to help educational MMORPG developers focus on the most important sociability factors and propose specific guidelines for designing educational MMORPGs, but can also identify the best design strategy for promoting sociability of educational MMORPGs.

Research paper thumbnail of A cost effective approach to establish benchmark for automatic workpiece classification systems

Research paper thumbnail of 實體產品和影像樣本意象認知差異硏究

Journal of the Chinese Institute of Industrial Engineers, 2000

摘要 本研究目的在於探討使用者對於實體產品和影像樣本意象認知的差異性。藉由語意差異分析實驗所得的資訊,分析電話造形設計元素與使用者偏好和意象認知的關聯性,並比較受測者對於實體和影像電話意象評量的... more 摘要 本研究目的在於探討使用者對於實體產品和影像樣本意象認知的差異性。藉由語意差異分析實驗所得的資訊,分析電話造形設計元素與使用者偏好和意象認知的關聯性,並比較受測者對於實體和影像電話意象評量的分佈型態、電話樣本的集群分析、受測者認知空間的主成份分析和設計元素對偏好的相對重要性。結果顯示除了少數幾個具有特殊產品元件、色彩和材質等特徵的電話樣本外,使用者對於多數電話樣本的實體產品和影像樣本意象認知並無明顯差異存在。此結果表示產品意象評估研究若無法採行實體產品時,可以使用影像搽本替代。但必須注意所使用的影像必須充分表現產品造形特徴和紐節部分,相對尺寸、色彩和材質應忠實反映實體產品的特點。

Research paper thumbnail of 求職行為、工作滿足與離職傾向之相關研究--以半導體廠女性直接人員為例

Research paper thumbnail of Effector Localization and Transfer of Reactive Inhibition

Journal of Motor Behavior, 1979

An experimental test was made of Hull's (1943) notions that reactive inhibition (lp) is effector-... more An experimental test was made of Hull's (1943) notions that reactive inhibition (lp) is effector-specific and that it has primary negative motivational properties. Four groups of 20 subjects (10 males and 10 females in each) executed two segments of continuous right-hand practice on a mirror-tracking task. The two segments were separated either by 0 min rest, 5 min rest, 5 min continuous right-hand practice on rotary pursuit, or 5 min continuous left-hand practice on rotary pursuit. Effects of interpolated conditions were measured in terms of main-task reminiscence and initial post-treatment performance. When interpolated practice was conducted with the right hand, reminiscence and posttreatment performance were significantly depressed relative to the rest effect, but not when interpolated practice was conducted with the left hand. Thus, Hull's views were supported, while competing views, such as the task specificity concept of I" and the consolidation theory of reminiscence, were impugned.

Research paper thumbnail of Development of 365-day Life Expectancy Models: Application of Machine Learning Methods to a Prospective Study of Critically Ill Cirrhotic Patients (Preprint)

BACKGROUND The mortality rate of cirrhotic patients in intensive care units (ICUs) is usually hig... more BACKGROUND The mortality rate of cirrhotic patients in intensive care units (ICUs) is usually high. Analyzing high dimensional data and incorporating accurate life expectancy indices using machine learning methods may improve the accuracy of the prediction of the long-term prognosis of critically ill cirrhotic patients. OBJECTIVE To develop highly accurate 365-day candidate life expectancy models based on machine learning methods, and compare their accuracy with CLIF-SOFA scores in critically ill cirrhotic patients. METHODS This study analyzed 141 prospective predictor variables on day 1 of 294 cirrhotic patients admitted to a 10-bed specialized hepato-gastroenterology ICU in a 2000-bed tertiary care referral hospital from September 2010 to August 2013. The least absolute shrinkage and selection operator (LASSO) method was used to select subsets of predictor variables. Model validation was applied to compare multiple life-expectancy models with CLIF-SOFA scores. RESULTS The overall ...

Research paper thumbnail of 照明光顏色、電腦螢幕文字/背景顏色與文字複雜度對中文字辨識與視覺疲勞之影響

Research paper thumbnail of Developing intelligent human-machine interface for next generation ICU by using user-centered system development approach

2014 IEEE International Conference on Consumer Electronics - Taiwan, 2014

For medical staffs, ICU is a high-risk and high-demanding environment. To reduce the medical staf... more For medical staffs, ICU is a high-risk and high-demanding environment. To reduce the medical staff's workload and improve their efficiency, we propose a user-centered approach for next generation ICU system development. The user-centered approach contains four phases: (1) user problem exploration; (2) user needs and requirements identification; (3) human-machine interface solution generation; and (4) user evaluation. The results from user evaluation of human-machine interface concepts showed that the user-centered approach is effective incorporating user needs and requirements into product development.

Research paper thumbnail of DOI 10.1007/s00170-005-0048-3 ORIGINAL ARTICLE

A case-based reasoning approach to generating new product ideas

Research paper thumbnail of Safety Climate at Nuclear Power Plants in Taiwan

Emerging Demands for the Safety of Nuclear Power Operations

Research paper thumbnail of A predictive model for acute allograft rejection of liver transplantation

Expert Systems with Applications

Research paper thumbnail of Transfer of reactive inhibition as a function of prior training on the inhibitory task

Bulletin of the Psychonomic Society

Research paper thumbnail of Effects of Form Feature Structure on Similarity Identification

Journal of the Chinese Institute of Industrial Engineers

ABSTRACT This study attempts to explore the mechanisms people use in similarity identification of... more ABSTRACT This study attempts to explore the mechanisms people use in similarity identification of common and distinctive combination of form features. Thirty-two rectangular prisms each composed of a specific structure of five form features were used as materials for subjects to evaluate the similarity between every two samples. Results of MDS and cluster analysis indicated that subjects could precisely perceive the similarity between every two images according to the salience of form features. It has been found that even though there are multiple and complicated combinations of form features in objects, it is possible for people to make decisions for the feature matching behavior. Moreover, this kind of feature matching process is closely related to the differences in salience between various form features. Results of the study demonstrated that in dealing with the similarity identification task, human beings are able to use their structural ability to handle effectively the visual information that looks complicated but possesses specific relations between form features.

Research paper thumbnail of Factors Affecting Remote Positioning Performance

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

Research paper thumbnail of The influence of organizational factors on safety in Taiwanese high-risk industries

Journal of Loss Prevention in the Process Industries, Sep 1, 2010

Organizational theorists have recently begun to pay research attention to the workforces of emerg... more Organizational theorists have recently begun to pay research attention to the workforces of emerging countries in Asia, especially the greater China regions. However, little research has focused on the influence of organizational factors on safety in these countries. This study hypothesized that organizational factors, characterized as safety leadership perspective (management commitment, blame culture) and safety climate perspective (harmonious relationships), would influence group-level safety management, which would in turn influence individual level safety awareness and practices. To test this hypothesis, a safety climate questionnaire was distributed to ten Taiwanese plants in high-risk industries. Structural equation modeling (SEM) was used to analyze the linkages among organizational level factors, work-group-level factors, and workers' safety awareness and practices. We found that safety leadership style and organizational harmony in Taiwanese high-risk industries can exert significant influences on work-group processes, which in turn have greater effects on individual safety awareness and practices. These findings and implications can serve as a basis for safety improvement in areas of the greater China region.

Research paper thumbnail of Ergonomics in product design

Int J Ind Ergonomic, 2001

During the last decade, competition in the consumer product market has become very fierce. Innova... more During the last decade, competition in the consumer product market has become very fierce. Innovation and responsiveness to consumer needs are key factors to product success. To meet consumer needs, product development requires a human-centered design approach. The essence of human-centered design is to integrate technology and other resources in ways to support users in fulfilling their needs (Rouse, 1991). This special issue, ''Ergonomics in product design'', highlights the progress of ergonomic applications in the Pacific Rim, one of the world's largest product design and manufacturing centers. Six papers were collected in this issue. Of these six, the first two papers deal with design for comfort. Goonetilleke and Feizhou argue against the notion that seat depth is primarily governed by anthropometric data. Instead, they develop a methodology, consisting of both objective and subjective measurements, to evaluate useful seat depth. By systematically measuring both seat edge protrusion and acceptability/overall discomfort rating of various seat depths, they identify appropriate seat depth for Chinese population in the South China region. Moreover, Kubo et al. explore the relations between physical reactions to vibration and the resulting psychological and physiological reactions to that vibration. They construct a model to predict psychological and physiological reactions to vibration. This model can be applied to determine an optimal structure design for automobiles that can result in comfortable rides. Kansei engineering addresses the issue of consumers' feeling towards the product (see Nagamachi and Imada, 1995). The next two papers apply Kansei engineering to the form design of high-tech products. Chuang and Ma explore the relationship between form and product image of microelectronic products. By doing so, they develop a

Research paper thumbnail of Improved Intrinsic Motivation and Muscle Activation Patterns in Reaching Task Using Virtual Reality Training with Wii Console for Stroke Rehabilitation: A Pilot Randomized Control Trial

Journal of Medical and Biological Engineering, 2014

Research paper thumbnail of An Activity-Oriented Approach to Designing a User Interface for Digital Television

Concepts, Methodologies, Tools, and Applications, 2009

This chapter proposes an activity-oriented approach to digital television (DTV) user interface de... more This chapter proposes an activity-oriented approach to digital television (DTV) user interface design. Our approach addresses DTV usefulness and usability issues and entails two phases. A user activity analysis is conducted in phase one, and activities and their social/cultural context are identified. DTV service functions are then conceived to support user activities and their context. DTV service usefulness can be ensured as a result. The user interface design considers both activity requirements and user requirements such as user’s related product experience, mental model, and preferences in phase two. Consequently, DTV usability is achieved. A DTV user interface concept is thus proposed. The interface design concept contains the following design features: activityoriented user interface flow, remote control for universal access, shallow menu hierarchy, display management, adaptive information presentation, and context sensitive functions. Usability evaluation results indicate th...

Research paper thumbnail of 使用情節對經驗法則評估法之影響

Journal of the Chinese Institute of Industrial Engineers

Research paper thumbnail of 資訊顯示型態對偵錯作業的影響

Journal of the Chinese Institute of Industrial Engineers

Research paper thumbnail of AHP approach

Purpose-Sociability is considered to be important to the success of educational MMORPGs. The purp... more Purpose-Sociability is considered to be important to the success of educational MMORPGs. The purpose of this study was to access the relative weights of these sociability factors which the authors garnered from the literature on educational MMORPGs. Design/methodology/approach-The authors used fuzzy-AHP approach to access the relative weights of these sociability factors they garnered from the literature on educational MMORPGs. To do this, a questionnaire using a pair-wise comparison data input format was administered to 242 school teachers to gather assessments for the factors. Findings-The authors found five most important factors affecting sociability-cooperation, teambased reward, discussion of strategy, reputation, and social navigation. Originality/value-Although prior studies have identified various factors that facilitate sociability in educational MMORPGs, the relative importance of these factors has not been determined. The results can not only be used to help educational MMORPG developers focus on the most important sociability factors and propose specific guidelines for designing educational MMORPGs, but can also identify the best design strategy for promoting sociability of educational MMORPGs.

Research paper thumbnail of A cost effective approach to establish benchmark for automatic workpiece classification systems

Research paper thumbnail of 實體產品和影像樣本意象認知差異硏究

Journal of the Chinese Institute of Industrial Engineers, 2000

摘要 本研究目的在於探討使用者對於實體產品和影像樣本意象認知的差異性。藉由語意差異分析實驗所得的資訊,分析電話造形設計元素與使用者偏好和意象認知的關聯性,並比較受測者對於實體和影像電話意象評量的... more 摘要 本研究目的在於探討使用者對於實體產品和影像樣本意象認知的差異性。藉由語意差異分析實驗所得的資訊,分析電話造形設計元素與使用者偏好和意象認知的關聯性,並比較受測者對於實體和影像電話意象評量的分佈型態、電話樣本的集群分析、受測者認知空間的主成份分析和設計元素對偏好的相對重要性。結果顯示除了少數幾個具有特殊產品元件、色彩和材質等特徵的電話樣本外,使用者對於多數電話樣本的實體產品和影像樣本意象認知並無明顯差異存在。此結果表示產品意象評估研究若無法採行實體產品時,可以使用影像搽本替代。但必須注意所使用的影像必須充分表現產品造形特徴和紐節部分,相對尺寸、色彩和材質應忠實反映實體產品的特點。

Research paper thumbnail of 求職行為、工作滿足與離職傾向之相關研究--以半導體廠女性直接人員為例

Research paper thumbnail of Effector Localization and Transfer of Reactive Inhibition

Journal of Motor Behavior, 1979

An experimental test was made of Hull's (1943) notions that reactive inhibition (lp) is effector-... more An experimental test was made of Hull's (1943) notions that reactive inhibition (lp) is effector-specific and that it has primary negative motivational properties. Four groups of 20 subjects (10 males and 10 females in each) executed two segments of continuous right-hand practice on a mirror-tracking task. The two segments were separated either by 0 min rest, 5 min rest, 5 min continuous right-hand practice on rotary pursuit, or 5 min continuous left-hand practice on rotary pursuit. Effects of interpolated conditions were measured in terms of main-task reminiscence and initial post-treatment performance. When interpolated practice was conducted with the right hand, reminiscence and posttreatment performance were significantly depressed relative to the rest effect, but not when interpolated practice was conducted with the left hand. Thus, Hull's views were supported, while competing views, such as the task specificity concept of I" and the consolidation theory of reminiscence, were impugned.

Research paper thumbnail of Development of 365-day Life Expectancy Models: Application of Machine Learning Methods to a Prospective Study of Critically Ill Cirrhotic Patients (Preprint)

BACKGROUND The mortality rate of cirrhotic patients in intensive care units (ICUs) is usually hig... more BACKGROUND The mortality rate of cirrhotic patients in intensive care units (ICUs) is usually high. Analyzing high dimensional data and incorporating accurate life expectancy indices using machine learning methods may improve the accuracy of the prediction of the long-term prognosis of critically ill cirrhotic patients. OBJECTIVE To develop highly accurate 365-day candidate life expectancy models based on machine learning methods, and compare their accuracy with CLIF-SOFA scores in critically ill cirrhotic patients. METHODS This study analyzed 141 prospective predictor variables on day 1 of 294 cirrhotic patients admitted to a 10-bed specialized hepato-gastroenterology ICU in a 2000-bed tertiary care referral hospital from September 2010 to August 2013. The least absolute shrinkage and selection operator (LASSO) method was used to select subsets of predictor variables. Model validation was applied to compare multiple life-expectancy models with CLIF-SOFA scores. RESULTS The overall ...

Research paper thumbnail of 照明光顏色、電腦螢幕文字/背景顏色與文字複雜度對中文字辨識與視覺疲勞之影響

Research paper thumbnail of Developing intelligent human-machine interface for next generation ICU by using user-centered system development approach

2014 IEEE International Conference on Consumer Electronics - Taiwan, 2014

For medical staffs, ICU is a high-risk and high-demanding environment. To reduce the medical staf... more For medical staffs, ICU is a high-risk and high-demanding environment. To reduce the medical staff's workload and improve their efficiency, we propose a user-centered approach for next generation ICU system development. The user-centered approach contains four phases: (1) user problem exploration; (2) user needs and requirements identification; (3) human-machine interface solution generation; and (4) user evaluation. The results from user evaluation of human-machine interface concepts showed that the user-centered approach is effective incorporating user needs and requirements into product development.

Research paper thumbnail of DOI 10.1007/s00170-005-0048-3 ORIGINAL ARTICLE

A case-based reasoning approach to generating new product ideas

Research paper thumbnail of Safety Climate at Nuclear Power Plants in Taiwan

Emerging Demands for the Safety of Nuclear Power Operations

Research paper thumbnail of A predictive model for acute allograft rejection of liver transplantation

Expert Systems with Applications

Research paper thumbnail of Transfer of reactive inhibition as a function of prior training on the inhibitory task

Bulletin of the Psychonomic Society

Research paper thumbnail of Effects of Form Feature Structure on Similarity Identification

Journal of the Chinese Institute of Industrial Engineers

ABSTRACT This study attempts to explore the mechanisms people use in similarity identification of... more ABSTRACT This study attempts to explore the mechanisms people use in similarity identification of common and distinctive combination of form features. Thirty-two rectangular prisms each composed of a specific structure of five form features were used as materials for subjects to evaluate the similarity between every two samples. Results of MDS and cluster analysis indicated that subjects could precisely perceive the similarity between every two images according to the salience of form features. It has been found that even though there are multiple and complicated combinations of form features in objects, it is possible for people to make decisions for the feature matching behavior. Moreover, this kind of feature matching process is closely related to the differences in salience between various form features. Results of the study demonstrated that in dealing with the similarity identification task, human beings are able to use their structural ability to handle effectively the visual information that looks complicated but possesses specific relations between form features.

Research paper thumbnail of Factors Affecting Remote Positioning Performance

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

Research paper thumbnail of The influence of organizational factors on safety in Taiwanese high-risk industries

Journal of Loss Prevention in the Process Industries, Sep 1, 2010

Organizational theorists have recently begun to pay research attention to the workforces of emerg... more Organizational theorists have recently begun to pay research attention to the workforces of emerging countries in Asia, especially the greater China regions. However, little research has focused on the influence of organizational factors on safety in these countries. This study hypothesized that organizational factors, characterized as safety leadership perspective (management commitment, blame culture) and safety climate perspective (harmonious relationships), would influence group-level safety management, which would in turn influence individual level safety awareness and practices. To test this hypothesis, a safety climate questionnaire was distributed to ten Taiwanese plants in high-risk industries. Structural equation modeling (SEM) was used to analyze the linkages among organizational level factors, work-group-level factors, and workers' safety awareness and practices. We found that safety leadership style and organizational harmony in Taiwanese high-risk industries can exert significant influences on work-group processes, which in turn have greater effects on individual safety awareness and practices. These findings and implications can serve as a basis for safety improvement in areas of the greater China region.

Research paper thumbnail of Ergonomics in product design

Int J Ind Ergonomic, 2001

During the last decade, competition in the consumer product market has become very fierce. Innova... more During the last decade, competition in the consumer product market has become very fierce. Innovation and responsiveness to consumer needs are key factors to product success. To meet consumer needs, product development requires a human-centered design approach. The essence of human-centered design is to integrate technology and other resources in ways to support users in fulfilling their needs (Rouse, 1991). This special issue, ''Ergonomics in product design'', highlights the progress of ergonomic applications in the Pacific Rim, one of the world's largest product design and manufacturing centers. Six papers were collected in this issue. Of these six, the first two papers deal with design for comfort. Goonetilleke and Feizhou argue against the notion that seat depth is primarily governed by anthropometric data. Instead, they develop a methodology, consisting of both objective and subjective measurements, to evaluate useful seat depth. By systematically measuring both seat edge protrusion and acceptability/overall discomfort rating of various seat depths, they identify appropriate seat depth for Chinese population in the South China region. Moreover, Kubo et al. explore the relations between physical reactions to vibration and the resulting psychological and physiological reactions to that vibration. They construct a model to predict psychological and physiological reactions to vibration. This model can be applied to determine an optimal structure design for automobiles that can result in comfortable rides. Kansei engineering addresses the issue of consumers' feeling towards the product (see Nagamachi and Imada, 1995). The next two papers apply Kansei engineering to the form design of high-tech products. Chuang and Ma explore the relationship between form and product image of microelectronic products. By doing so, they develop a

Research paper thumbnail of Improved Intrinsic Motivation and Muscle Activation Patterns in Reaching Task Using Virtual Reality Training with Wii Console for Stroke Rehabilitation: A Pilot Randomized Control Trial

Journal of Medical and Biological Engineering, 2014

Research paper thumbnail of An Activity-Oriented Approach to Designing a User Interface for Digital Television

Concepts, Methodologies, Tools, and Applications, 2009

This chapter proposes an activity-oriented approach to digital television (DTV) user interface de... more This chapter proposes an activity-oriented approach to digital television (DTV) user interface design. Our approach addresses DTV usefulness and usability issues and entails two phases. A user activity analysis is conducted in phase one, and activities and their social/cultural context are identified. DTV service functions are then conceived to support user activities and their context. DTV service usefulness can be ensured as a result. The user interface design considers both activity requirements and user requirements such as user’s related product experience, mental model, and preferences in phase two. Consequently, DTV usability is achieved. A DTV user interface concept is thus proposed. The interface design concept contains the following design features: activityoriented user interface flow, remote control for universal access, shallow menu hierarchy, display management, adaptive information presentation, and context sensitive functions. Usability evaluation results indicate th...

Research paper thumbnail of 使用情節對經驗法則評估法之影響

Journal of the Chinese Institute of Industrial Engineers

Research paper thumbnail of 資訊顯示型態對偵錯作業的影響

Journal of the Chinese Institute of Industrial Engineers