Theoretical Issues in Ergonomics Science最新文献_第7页

Multi-dimensional readiness assessment of medical devices 医疗器械的多维准备评估

IF 1.6

Theoretical Issues in Ergonomics Science Pub Date : 2022-04-22 DOI: 10.1080/1463922X.2022.2064934

R. Seva, Angela Li Sin Tan, L. Tejero, M. Salvacion

引用次数: 1

Recommender system for health care analysis using machine learning technique: a review 基于机器学习技术的医疗保健分析推荐系统综述

IF 1.6

Theoretical Issues in Ergonomics Science Pub Date : 2022-04-22 DOI: 10.1080/1463922X.2022.2061078

Salim G. Shaikh, B. Suresh Kumar, Geetika Narang

{"title":"Recommender system for health care analysis using machine learning technique: a review","authors":"Salim G. Shaikh, B. Suresh Kumar, Geetika Narang","doi":"10.1080/1463922X.2022.2061078","DOIUrl":"https://doi.org/10.1080/1463922X.2022.2061078","url":null,"abstract":"Abstract Recommender systems use different techniques of machine learning (ML) to suggest users and recommend service or entity in various field of application such as in health care recommender system (HRS). Due to the vast count of algorithms shown in the literature, HRS and various application sectors are now utilizing ML algorithms from the area of artificial intelligence. However, selecting an appropriate ML algorithm in the case of a health recommender system seems to be a time-consuming task. However the development of recommender system in different service domain faces problems of algorithms selection for better accuracy. This article examined the usage of ML techniques in recommender systems for health applications through a survey of the literature. The objectives of this article are (i) recognize the literature review finding of recommender system in health applications using ML and deep learning algorithms. (ii) Assist new researchers with the help of gap in previous research. The results of this study is to proposed new recommender system in health application of mosquito borne disease by using hybrid approach of ML technique.","PeriodicalId":22852,"journal":{"name":"Theoretical Issues in Ergonomics Science","volume":"23 1","pages":"613 - 642"},"PeriodicalIF":1.6,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49324111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

The role of shared mental models in human-AI teams: a theoretical review 共享心智模型在人类-人工智能团队中的作用:理论回顾

IF 1.6

Theoretical Issues in Ergonomics Science Pub Date : 2022-04-18 DOI: 10.1080/1463922X.2022.2061080

Robert W. Andrews, J. Lilly, Divya Srivastava, K. Feigh

{"title":"The role of shared mental models in human-AI teams: a theoretical review","authors":"Robert W. Andrews, J. Lilly, Divya Srivastava, K. Feigh","doi":"10.1080/1463922X.2022.2061080","DOIUrl":"https://doi.org/10.1080/1463922X.2022.2061080","url":null,"abstract":"Abstract Mental models are knowledge structures employed by humans to describe, explain, and predict the world around them. Shared Mental Models (SMMs) occur in teams whose members have similar mental models of their task and of the team itself. Research on human teaming has linked SMM quality to improved team performance. Applied understanding of SMMs should lead to improvements in human-AI teaming. Yet, it remains unclear how the SMM construct may differ in teams of human and AI agents, how and under what conditions such SMMs form, and how they should be quantified. This paper presents a review of SMMs and the associated literature, including their definition, measurement, and relation to other concepts. A synthesized conceptual model is proposed for the application of SMM literature to the human-AI setting. Several areas of AI research are identified and reviewed that are highly relevant to SMMs in human-AI teaming but which have not been discussed via a common vernacular. A summary of design considerations to support future experiments regarding Human-AI SMMs is presented. We find that while current research has made significant progress, a lack of consistency in terms and of effective means for measuring Human-AI SMMs currently impedes realization of the concept.","PeriodicalId":22852,"journal":{"name":"Theoretical Issues in Ergonomics Science","volume":"24 1","pages":"129 - 175"},"PeriodicalIF":1.6,"publicationDate":"2022-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42189371","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 20

Application of interpretive structural modelling (ISM) for developing ergonomic workstation improvement framework 应用解释结构模型(ISM)开发人机工效工作站改进框架

IF 1.6

Theoretical Issues in Ergonomics Science Pub Date : 2022-03-04 DOI: 10.1080/1463922X.2022.2044932

Mangesh Joshi, V. Deshpande

{"title":"Application of interpretive structural modelling (ISM) for developing ergonomic workstation improvement framework","authors":"Mangesh Joshi, V. Deshpande","doi":"10.1080/1463922X.2022.2044932","DOIUrl":"https://doi.org/10.1080/1463922X.2022.2044932","url":null,"abstract":"Abstract With increasing frequency and intensity of Musculoskeletal disorders(MSDs) and large number of people being affected by them, the subject of workstation design needs required more attention and a planned approach. In order to reduce the adverse impact of disorders and to improve the existing workstation design practices, academicians and practitioners are emphasizing on a number of diverse factors of workstation design/improvement by segmenting them into different clusters. This research is intended to address the critical contributing success factors (CCSFs). Through a review of literature and expert consultation, twenty-four critical contributing success factors leading to ergonomic workstation design have been identified. In this paper, the authors have used Interpretive Structural Modelling (ISM) approach to interpret the interdependency among the selected CCSFs. In addition, MICMAC (Matrice d’Impacts Croisés Multiplication Appliquée á un Classement (cross-impact matrix multiplication applied to classification)) analysis is also performed to illustrate the relative driving and dependence power among the selected factors. This paper infers that, Capital availability is the most dominating factor which has the highest driving power and the minimum dependence power as it drives others factors and forms the base of interpretive structure model. This is followed by physical attributes including anthropometric dimensions of worker. The top-level dependent factors are safety and flexibility requirement for any workstation design. Originality: ISM and MICMAC analysis applied in workstation design and is not available in the literature having twenty-four factors.","PeriodicalId":22852,"journal":{"name":"Theoretical Issues in Ergonomics Science","volume":"24 1","pages":"88 - 110"},"PeriodicalIF":1.6,"publicationDate":"2022-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44538125","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Gaze behaviours engaged while taking over automated driving: a systematic literature review 接管自动驾驶时的凝视行为:系统的文献综述

IF 1.6

Theoretical Issues in Ergonomics Science Pub Date : 2022-02-22 DOI: 10.1080/1463922X.2022.2036861

Jonathan Deniel, J. Navarro

{"title":"Gaze behaviours engaged while taking over automated driving: a systematic literature review","authors":"Jonathan Deniel, J. Navarro","doi":"10.1080/1463922X.2022.2036861","DOIUrl":"https://doi.org/10.1080/1463922X.2022.2036861","url":null,"abstract":"Abstract Among highly automated driving research topics, transition of control, especially from automated to manual driving (i.e., takeover) have been the object of numerous studies. Drivers’ gaze behaviours are of particular interest as proper information processing by the driver is a key element to safe manual control resumption. In this study, 22 research articles were selected and reviewed to extract main gaze behaviours tendencies during takeover transitions. Despite a great variety in protocols and gaze metrics, categories of factors and gaze parameters have been established. The resulting data shows that at the onset of the takeover request gaze tend to be quickly reoriented towards the road ahead. Despite this, an increase in gaze dispersion on the road environment was found in automated driving. In addition, clear evidence for detrimental effects of visually engaging non-driving related activities on visual exploration strategies emerge (e.g., delay in reorienting the gaze towards the road ahead). Altogether, gaze data reveal the complexity of information processing during takeovers. A synthetical view of gaze parameters evolution during the takeover process has been established and associated with visual information gathering and processing. Finally, a broader view underlying the importance of combining technological approaches with human centred ones is proposed. Supplemental data for this article is available online at at http://doi:10.1080/1463922X.2022.2036861 .","PeriodicalId":22852,"journal":{"name":"Theoretical Issues in Ergonomics Science","volume":"24 1","pages":"54 - 87"},"PeriodicalIF":1.6,"publicationDate":"2022-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47977183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

An investigative sensitivity study of Ovako working posture analyzing system (OWAS) Ovako工作姿势分析系统（OWAS）的调查敏感性研究

IF 1.6

Theoretical Issues in Ergonomics Science Pub Date : 2022-02-20 DOI: 10.1080/1463922X.2022.2036859

Mangesh Joshi, V. Deshpande

引用次数: 2

Social stress in human-machine systems: opportunities and challenges of an experimental research approach 人机系统中的社会压力：实验研究方法的机遇和挑战

IF 1.6

Theoretical Issues in Ergonomics Science Pub Date : 2022-02-17 DOI: 10.1080/1463922X.2022.2040062

Juergen Sauer, A. Sonderegger, S. Thuillard, N. Semmer

{"title":"Social stress in human-machine systems: opportunities and challenges of an experimental research approach","authors":"Juergen Sauer, A. Sonderegger, S. Thuillard, N. Semmer","doi":"10.1080/1463922X.2022.2040062","DOIUrl":"https://doi.org/10.1080/1463922X.2022.2040062","url":null,"abstract":"Abstract This article presents some deliberations on methodological approaches to researching the effects of work-related social stress on performance, with particular consideration being given to machine-induced social stress. The article proposes a broad methodological approach to examine such effects. A particular focus is placed on performance after-effects (e.g. unscheduled probe tasks), extra-role behaviour, and task management behaviour because of conventional performance measures (i.e. scheduled tasks) often being unimpaired by social stressors. The role of the ‘performance protection mode’ as an important concept is discussed. A distinction is made between three facets of after-effects: performance-related, behavioural, and emotional. Unscheduled probe tasks and voluntary tasks are proposed to measure performance-related and behavioural after-effects. Propositions for specific experimental scenarios are made, allowing for sufficiently realistic simulations of social stress at work. The availability of such lab-based simulations of work environments offers good opportunities for this line of experimental research, which is expected to gain in importance since highly automated systems may modify the impact of human-induced social stress or may even represent a social stressor themselves. Finally, the considerations presented in this article are not only of relevance to the domain of social stress but to experimental stress research in general.","PeriodicalId":22852,"journal":{"name":"Theoretical Issues in Ergonomics Science","volume":"24 1","pages":"29 - 53"},"PeriodicalIF":1.6,"publicationDate":"2022-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42224879","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Video image-based posture assessment: an approach for dynamic working posture assessment 基于视频图像的姿势评估：一种动态工作姿势评估方法

IF 1.6

Theoretical Issues in Ergonomics Science Pub Date : 2022-02-10 DOI: 10.1080/1463922X.2022.2036860

K. Mohan, V. Pillai, Pujara Dhaval Jayendrakumar, P. Sankaran, Arun Chandramohan

引用次数: 0

Does standing alter reaction times and event related potentials compared to sitting in young adults? A counterbalanced, crossover trial 与坐着相比，站立会改变年轻人的反应时间和事件相关电位吗?一个平衡的交叉试验

IF 1.6

Theoretical Issues in Ergonomics Science Pub Date : 2022-02-02 DOI: 10.1080/1463922X.2022.2033877

Mayur Bhat, K. Dehury, B. Chandrasekaran, Hari Prakash Palanisamy, A. Arumugam

{"title":"Does standing alter reaction times and event related potentials compared to sitting in young adults? A counterbalanced, crossover trial","authors":"Mayur Bhat, K. Dehury, B. Chandrasekaran, Hari Prakash Palanisamy, A. Arumugam","doi":"10.1080/1463922X.2022.2033877","DOIUrl":"https://doi.org/10.1080/1463922X.2022.2033877","url":null,"abstract":"Abstract The present study investigated the effects of attending lectures in sitting and standing postures on executive function of young adults. In this randomized, counterbalanced, crossover trial on 15 adults (19.2 ± 2.4 years), selective attention and executive control (response inhibition) were measured through reaction times and event related potentials (ERPs using electroencephalography [EEG]) associated with congruent and incongruent stimuli presented during a modified Eriksen flanker task. The reaction times and latencies of ERPs for the modified Eriksen flanker task among the interventions (sitting/standing), conditions (congruent/incongruent) and EEG electrodes were analyzed using analyses of variance. Attending a lecture in a standing posture was found to improve executive function (response inhibition) measured with reaction times (for incongruent stimuli) and ERPs (P3 [cognitive potential] amplitude at Pz and Cz electrodes; irrespective of congruent/incongruent stimuli) compared to that of the sitting posture. Standing might improve executive function compared to sitting among young adults in a simulated lecture environment.","PeriodicalId":22852,"journal":{"name":"Theoretical Issues in Ergonomics Science","volume":"23 1","pages":"663 - 686"},"PeriodicalIF":1.6,"publicationDate":"2022-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41988420","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

The Next Generation of Fatigue Prediction Models: Evaluating Current Trends in Biomathematical Modelling for Safety Optimization 下一代疲劳预测模型:评估安全优化生物数学建模的当前趋势

IF 1.6

Theoretical Issues in Ergonomics Science Pub Date : 2022-01-24 DOI: 10.31234/osf.io/e8awh

M. D. Wilson, L. Strickland, T. Ballard, Mark Griffin

{"title":"The Next Generation of Fatigue Prediction Models: Evaluating Current Trends in Biomathematical Modelling for Safety Optimization","authors":"M. D. Wilson, L. Strickland, T. Ballard, Mark Griffin","doi":"10.31234/osf.io/e8awh","DOIUrl":"https://doi.org/10.31234/osf.io/e8awh","url":null,"abstract":"Biomathematical models (BMMs) are parametric models that quantitatively predict fatigue and are routinely implemented in fatigue risk management systems in increasingly diverse workplaces. There have been consistent calls for an improved \"next generation” of BMMs that provide more accurate and targeted predictions of human fatigue. This review examines the core characteristics of next-generation advancements in BMMs, including tailoring with field data, individual-level parameter tuning and real-time fatigue prediction, extensions to account for additional factors that influence fatigue, and emerging nonparametric methodologies that may augment or provide alternatives to BMMs. Examination of past literature and quantitative examples suggests there are notable challenges to advancing BMMs beyond their current applications. Adoption of multi-model frameworks, including quantitative joint modelling and machine learning, was identified as crucial to next-generation models. We close with general recommendations for researchers and model developers, including focusing research efforts on understanding the cognitive dynamics underpinning fatigue-related vigilance decrements, applying emerging dynamic modelling methods to fatigue data from field settings, and improving the adoption of open scientific practices in fatigue research.","PeriodicalId":22852,"journal":{"name":"Theoretical Issues in Ergonomics Science","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2022-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42309727","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3