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Elicitation of Diagnosis Strategy During Scanning Chest X-Rays from Eye Tracking Stimulated Retrospections 眼动追踪刺激回顾对胸部x线扫描诊断策略的启发
Pub Date : 1900-01-01 DOI: 10.54941/ahfe1001605
Hirotaka Aoki, Koji Morishita, Marie Takahashi, Rea Machida, Kousuke Hirata, Atsushi Kudoh, Tsuyoshi Shirai
In the present paper, we apply a debriefing technique aided by eye movement recordings to elicitation of clinical reasoning processes during chest x-rays diagnosis. It can be expected that this technique allows us to obtain elaborated information regarding hidden cognitive processes compared to conventional verbal protocol approach. Two experiments where medical tasks of 20 medical doctors (10 majoring in radiology/ respiratology and 10 majoring in surgery/acute medicine) on diagnosis of chest x-rays images were recorded with a video camera and an eye tracking system were performed. In the first experiment, each one of 5 chest x-rays having four patterns of cancer, pneumonia, normal and others were shown. A participant was asked to make his/her diagnosis decisions about whether each of chest x-rays. Immediately afterwards, a debriefing where each eye tracking recording was used as a cue to verbalize the participant’s implicit diagnosis processes was conducted. In the second experiment, a comparative diagnosis on the current patient’s status was carried out. Five pairs of x-rays images were shown to each participant. In each pair, one was a current image and the other one was an image taken a year ago. The participant examined the current patient’s status by identifying small changes with time. The debriefing stimulated by eye movement recordings was performed just after the task. Based on the verbal protocols form the debriefing session, each participant’s reasoning processes were traced. The results indicated that there were mainly four effective reasoning strategies as followings: Postponement of lung field interpretation, avoidance of preconception by applying redundant scanning rule, critical area revisited, and complying with one’s mental check-list at any moment. At the same time, one problematic strategy was also identified that can be named as “single lesion focusing strategy.” Based on all results as well as implications obtained, we discuss insights relating to effective medical reasoning processes as well as validity of verbal protocols/comments on eye mark recordings.
在本文中,我们应用了一种由眼动记录辅助的汇报技术,以引出胸部x线诊断期间的临床推理过程。可以预期,与传统的口头协议方法相比,这种技术使我们能够获得有关隐藏认知过程的详细信息。用摄像机和眼动追踪系统记录20名医生(10名放射学/呼吸学专业和10名外科/急症医学专业)对胸部x线图像诊断的医疗任务。在第一个实验中,5张胸部x光片中的每一张都显示了癌症、肺炎、正常和其他四种模式。参与者被要求做出他/她的诊断决定是否每个胸部x光片。紧接着,进行了一次汇报,其中每个眼动追踪记录被用作线索,以口头表达参与者的内隐诊断过程。在第二个实验中,对当前患者的状态进行对比诊断。研究人员向每位参与者展示了五对x射线图像。在每一对照片中,一张是当前的照片,另一张是一年前拍摄的照片。参与者通过识别随时间的微小变化来检查当前患者的状态。通过眼动记录刺激的汇报在任务结束后进行。根据汇报环节的口头协议,追踪每个参与者的推理过程。结果表明,有效的推理策略主要有四种:延迟肺野判读、应用冗余扫描规则避免先入为主、重访关键区域、随时遵从心理检查表。同时,我们还发现了一个有问题的策略,即“单一病灶聚焦策略”。基于所有结果以及所获得的影响,我们讨论了与有效的医学推理过程以及对眼痕记录的口头协议/评论的有效性有关的见解。
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引用次数: 0
Experiencing the History and Cultural Heritage: The Tourist Centred Map Design of Liverpool City 体验历史与文化遗产:以游客为中心的利物浦城市地图设计
Pub Date : 1900-01-01 DOI: 10.54941/ahfe1001611
Xiaochun Zhan, Fang Bin Guo
The tourist maps are geographic maps designed for tourists that indicate the narrow course of tour itineraries such as foot routes, automobile or railroad travel routes, or some combination of these. Specialised maps serve as advertisements for tourism and as a means to publicise vacation spots, sightseeing landmarks, and tourist attractions. A good specialised tour map may combine both the functions of guiding tourism and broadening tourists' horizons of regional culture and historical attractions. A usable product can assist people in decision-making process, thus, taking account of users’ requirements to create an ‘Simple Interface’ is the strategy of this map design. This paper introduces the concept of a thematic tour map design that bases on the regeneration of Liverpool Albert Dock, to reveal the scenic spots in the regenerated post-industrial zone of the city. As one of the cultural products developed in the urban regeneration project, this knowledge-oriented map design takes account of human-centred design (HCD) approach, aimed to enhance the user's interactive experience, and add commemorative value to the product. Following the theory of three levels of design: function, form, and user experience (UX). The design focuses not only on: (1) the function of the map, such as illustrating geographic/transportation information and rendering regional cultural/industrial heritage attractions, but also (2) the aesthetic styling of the product to satisfy the commemorative/collection demand of tourists; and in particular, the design emphases (3) to improve the UX through creating an ergonomic user interface (UI). Applying product semantic/semiotics principle, this tourist-centred map design has proposed to create a simple interface of the map, and with the aesthetic form of graphic presentation, thereby, to provide the users an intuitive interaction with the map that enhances the users’ experience. In this map design, the tourist information of the city was highlighted to focus on regional culture and industrial heritage presentation. The contents were categorised into geographic information and knowledge sections. The map consists of Liverpool Attractions, City Centre Map, Mersey Rail Map and Albert Dock History. Having applied the foldable concept and 3D aerial style in the map design, the product helps the users to easily carry and use. In addition, the iconic post-industrial architectures of the dock and the colour of Liverpool urban landscapes were extracted, abstracted, and applied to the map design, aimed to add commemorative value and to reflect Liverpool’s distinctive scenic spots. Having targeted both to satisfy the functional requirements of the users and to introduce necessary/relevant knowledge of the city, this knowledge-oriented thematic map design offers accurate and humanised service, so as to improve the user’s experience in travelling. This paper expects to provide designers or researchers with an example of future map design, t
旅游地图是为游客设计的地理地图,它显示了旅游路线的狭窄路线,如步行路线、汽车或铁路旅行路线,或这些路线的某种组合。专门的地图作为旅游广告,作为宣传度假地点、观光地标和旅游景点的手段。一份好的专业旅游地图既能起到引导旅游的作用,又能开阔游客对地域文化和历史景点的视野。一个可用的产品可以帮助人们在决策过程中,因此,考虑到用户的需求,创建一个“简单的界面”是这个地图设计的策略。本文以利物浦阿尔伯特码头的再生为背景,介绍了一个主题旅游地图的设计概念,以揭示城市再生后工业区的景点。作为城市更新项目中开发的文化产品之一,这种以知识为导向的地图设计考虑了以人为本的设计方法,旨在增强用户的互动体验,并增加产品的纪念价值。遵循三个层次的设计理论:功能、形式和用户体验。设计的重点不仅在于:(1)地图的功能,如说明地理/交通信息,呈现地域文化/工业遗产景点;(2)产品的美学造型,以满足游客的纪念/收藏需求;特别是,设计强调(3)通过创建符合人体工程学的用户界面(UI)来改善用户体验。本次以游客为中心的地图设计,运用产品语义/符号学原理,提出创建一个简单的地图界面,并以图形呈现的美学形式,从而为用户提供与地图的直观交互,增强用户的体验。在本次地图设计中,突出了城市的旅游信息,注重地域文化和工业遗产的呈现。内容分为地理信息部分和知识部分。该地图包括利物浦景点,市中心地图,默西铁路地图和阿尔伯特码头历史。在地图设计中运用了可折叠概念和3D航拍风格,便于用户携带和使用。此外,将码头标志性的后工业建筑和利物浦城市景观的色彩进行提取、抽象,并运用到地图设计中,旨在增加纪念价值,体现利物浦的特色景点。这种以知识为导向的专题地图设计,既满足了用户的功能需求,又介绍了城市的必要/相关知识,提供了准确、人性化的服务,从而提高了用户的出行体验。本文希望为设计师或研究者提供一个未来地图设计的范例,通过使用HCD方法来创建一个以知识为导向的地图,并改善用户体验。
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引用次数: 0
Towards An Ergonomic Interface In Ship Bridges: Identification of The Design Criteria 面向船舶桥梁的人机工程学界面:设计标准的确定
Pub Date : 1900-01-01 DOI: 10.54941/ahfe1001609
Fang Bin Guo, Bingyu Wu, Matthew Wah, Zaili Yang, Eddie Blanco-Davis, Abdul Khalique, A. Bury
Despite the current effort on ship design associated with hull structure, navigational and propulsion, equipment design inadequacy still causes approximately one-third of all maritime accidents [1]. Human-centred design (HCD) can minimise human errors through maritime service design [2]. The core of HCD is to enhance the usability of products/systems and maximise user’s satisfaction. The Human-centred maritime design (HCMD) applies the HCD method in ship bridge design, and enhances OOW performance in vessel operation. Service design is categorised as a sub-category of industrial design [3], a specification and construction process to deliver valuable capacities for actions of a particular user [4]. Contemporary industrial designers increasingly produce concepts/solutions for services rather than physical products [5], which is expected to work across disciplines and understand users, technologies, and business [3]. Taking account of the five vital parts of service design: actors (seafarers), locations (ship bridge), props (interfaces), associates (vessel manufacturers), and processes (operation workflows) [6] in the maritime service industry, a new HCMD will help designers to identify problems, iterate design concepts, and address all dimensions of user’s issues. VR and 3D Game Engine technologies provide an alternative approach for designers to present their design concepts. They enable prototyping and testing (data collection) works to be undertaken easily and with low cost; this was especially significant when the practice of NPD (new product development) took place during the Covid-19 pandemic. Human factors/ergonomics (HF/E) has been adopted in current ship design [2]. The application of physical ergonomics has benefitted the modernisation of ship design to improve seafarers’ workplace conditions. Cognitive ergonomics particularly helps in the user interface design (UI) to reduce seafarers’ cognitive workload. Organisational ergonomics, however, will affect the workflow structure of vessel operations to relieve the pressure on seafarers during the decision-making process [2]. A recently funded project has been undertaken by a multidisciplinary team, seeking a design solution to improve seafarers’ performance reliability at sea. The principles/criteria of maritime service design were developed based on the study of a) human/operator needs; b) the state-of-the-art technologies to improve the seafarer’s work environment; and c) the user experience (UX) in vessel operation. A combination of engineering and design research methods were employed: a systematic review to clarify/address the above research questions; and the field study to investigate current/future requirements of ship bridge design; to map the behavioural human-machine interaction (HMI) and further to develop the design criteria/drivers for the ideation of an ergonomic interface. The NASA-TLX (task load index) assessment method will be used in the validation phase (future work) to
尽管目前在船体结构、航行和推进方面的船舶设计上做出了努力,但设备设计的不足仍然导致了大约三分之一的海上事故[1]。以人为本的设计(HCD)可以通过海事服务设计最大限度地减少人为错误[2]。HCD的核心是提高产品/系统的可用性,并最大限度地提高用户满意度。以人为本的船舶设计(human - centered maritime design, HCMD)将人本设计方法应用于船桥设计,提高船舶运行中的OOW性能。服务设计被归类为工业设计的一个子类[3],是为特定用户的行为提供有价值能力的规范和构建过程[4]。当代工业设计师越来越多地为服务而不是实体产品提供概念/解决方案[5],他们希望跨学科工作,了解用户、技术和业务[3]。考虑到服务设计的五个重要部分:海事服务行业中的参与者(海员)、位置(舰桥)、props(接口)、associates(船舶制造商)和流程(操作工作流)[6],新的HCMD将帮助设计师识别问题、迭代设计概念,并解决用户问题的所有维度。VR和3D游戏引擎技术为设计师呈现他们的设计理念提供了另一种方法。它们使原型设计和测试(数据收集)工作能够轻松地以低成本进行;在2019冠状病毒病大流行期间进行NPD(新产品开发)时,这一点尤为重要。人因/工效学(HF/E)在当前船舶设计中已被采用[2]。物理工效学的应用有利于船舶设计的现代化,以改善海员的工作条件。认知人机工程学尤其有助于用户界面设计(UI),以减少海员的认知工作量。然而,组织工效学将影响船舶操作的工作流程结构,以减轻海员在决策过程中的压力[2]。一个多学科团队最近资助了一个项目,寻求一种设计解决方案,以提高海员在海上的性能可靠性。海事服务设计的原则/标准是基于对a)人/操作员需求的研究而制定的;B)用于改善海员工作环境的最先进技术;c)船舶操作中的用户体验。采用工程与设计相结合的研究方法:通过系统的回顾来澄清/解决上述研究问题;并通过实地调研调查当前/未来船舶桥梁设计的要求;绘制行为人机交互(HMI),并进一步发展设计准则/驱动因素,以构思符合人体工程学的界面。NASA-TLX(任务负载指数)评估方法将用于验证阶段(未来工作),以评估设计解决方案是否减少了参与者的认知工作量并提高了他们的船舶操作性能。本文探讨了迄今为止进行的项目,并提供了初步的发现。
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引用次数: 0
Trust in an Autonomous Agent for Predictive Maintenance: How Agent Transparency Could Impact Compliance 预测性维护对自主代理的信任:代理透明度如何影响合规性
Pub Date : 1900-01-01 DOI: 10.54941/ahfe1001602
Loïck Simon, Philippe Rauffet, Clément Guérin, Cédric Seguin
In the context of Industry 4.0, human operators will increasingly cooperate with intelligent systems, considered as teammates in the joint activity. This human-autonomy teaming is particularly prevalent in the activity of predictive maintenance, where the system advises the operator to advance or postpone some operations on the machines according to the projection of their future state. Like in human-human cooperation, the effectiveness of cooperation with those autonomous agents especially depends on the notion of trust. The challenge is to calibrate an appropriate level of trust and avoid misuse, disuse or abuse of the recommending system. Compliance (i.e. positive response of the operator on advice from an autonomous agent) can be interpreted as an objective measure of trust as the operator relies on the advice from the autonomous agent. This compliance is also based on the risk perception of the situation as the operator assesses the risk and the benefits of advancing or postponing an operation. A way to calibrate the trust and enhance risk perception is to use the transparency concept. Transparency has been defined as an information during a human-machine interaction that is easy to use with the intent to promote the comprehension, the shared awareness, the intent, the role, the interaction, the performance, the future plans and the reasoning process. This research will focus on two aspects of the transparency concept : the reliability of the autonomous agent ; the outcomes linked to the advice of the autonomous agent. The objective of this research is to understand the effect of the autonomous agent transparency on human trust after an advice from an autonomous agent (here an AI for predictive maintenance) for a more or less risky situation. Our hypothesis is that transparency will impact compliance (H1: Risk transparency will decrease compliance ; H2: Reliability transparency will increase compliance ; H3: Full transparency will decrease compliance)For this experiment we recruited participants to complete decision situations (i.e. accept or deny a proposition, from a predictive maintenance algorithme, of advancing or postponing a CMMS maintenance). A software for predictive maintenance in maritime context was used to address those situations. During this experiment, agent transparency level is manipulated by displaying information related to agent reliability and to situation outcomes, separately or in combination. This agent transparency is mixed with situation complexity (high or low) and the type of advice (advancinc or postponing the maintenance interventions). Age, gender, profession and affinity for the use of technology are assessed for control variables. As the situation represents risk taking, a scale for propensity of risk taking is also used. Trust (subjective and objective), risk perception and mental workload are measured after each situation. As a final question, the participant gives the main information he used to make his
在工业4.0的背景下,人类操作员将越来越多地与智能系统合作,在联合活动中被视为队友。这种人类自主团队在预测性维护活动中尤其普遍,系统会根据对机器未来状态的预测,建议操作员提前或推迟对机器的某些操作。就像人与人之间的合作一样,与这些自主代理合作的有效性尤其取决于信任的概念。我们面临的挑战是校准一个适当的信任水平,并避免误用、废弃或滥用推荐系统。合规性(即运营商对自主代理建议的积极回应)可以被解释为信任的客观衡量标准,因为运营商依赖于自主代理的建议。当作业者评估风险和提前或推迟作业的收益时,这种遵从性也是基于对情况的风险感知。运用透明度的概念是校准信任和增强风险感知的一种方法。透明度被定义为人机交互过程中易于使用的信息,目的是促进理解、共享意识、意图、角色、交互、性能、未来计划和推理过程。本研究将集中于透明度概念的两个方面:自主代理的可靠性;结果与自主代理的建议有关。本研究的目的是了解在一个或多或少有风险的情况下,在一个自主代理(这里是用于预测性维护的人工智能)给出建议后,自主代理透明度对人类信任的影响。我们的假设是透明度会影响合规性(H1:风险透明度会降低合规性;H2:可靠性透明度将提高合规性;H3:完全透明会降低依从性)在本实验中,我们招募参与者完成决策情境(即接受或拒绝来自预测性维护算法的提议,提前或推迟CMMS维护)。一种用于海事环境中的预测性维护的软件被用来解决这些情况。在本实验中,通过单独或组合显示与代理可靠性和情境结果相关的信息来操纵代理透明度水平。这种代理透明度与情况复杂性(高或低)和建议类型(提前或推迟维护干预)混合在一起。年龄、性别、职业和对技术使用的亲和力被评估为控制变量。由于情况代表风险承担,因此也使用了风险承担倾向的量表。在每一种情况之后测量信任(主观和客观)、风险感知和心理工作量。作为最后一个问题,参与者给出了他用来选择每个实验设置的主要信息。
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引用次数: 0
Does Acoustic Feedback Increase the Accuracy of Weight and Force Perception during Fine Motor Activities? 在精细运动活动中,声学反馈是否增加了重量和力量感知的准确性?
Pub Date : 1900-01-01 DOI: 10.54941/ahfe1001596
Jai Prakash Kushvah, G. Rinkenauer
It is known from basic research that fine motor activities linked to object handling such as grasping and lifting are almost automatised and highly adapted to the properties of manipulated objects. Object surface properties influence the grip-lift force coupling at object-digit-surface and the object weight perception. Such force-coupling relies on visual and somatosensory processes along with the internal models. Limited or affected somatosensory mechanism could lead to disturbed force efforts and deterioration in object weight perception. Present study was aimed to evaluate the strategy to strengthen the somatosensory mechanism by implementing additional sensory channel (grip force related online acoustic feedback) during a standard weight discrimination task. Participants from both young and old age judged the heaviness of objects with different shapes, compared to a reference object using the precision grip. Results showed that object shape manipulation influenced grip force and weight perception. Integration of additional sense supported the forward model by reducing sensorimotor processing time in both age groups. This indicates the facilitatory impact of multisensory integration on motor control. Moreover, it lowered the discrimination threshold of weight perception and improved the accuracy level. Contrarily, the effect of assistive acoustic feedback on grip force application and weight perception was not significant. We clearly observed the overall aging effects for weight perception and grip force application.
从基础研究中我们知道,与物体处理相关的精细运动活动,如抓取和举起,几乎是自动化的,并且高度适应被操纵物体的特性。物体表面特性影响物体-手指-表面的握升力耦合和物体的重量感知。这种力耦合依赖于视觉和体感过程以及内部模型。有限的或受影响的体感机制可能导致力的干扰和物体重量感知的恶化。本研究旨在评估在标准体重识别任务中,通过施加额外的感觉通道(握力相关的在线声反馈)来加强体感觉机制的策略。来自年轻人和老年人的参与者判断不同形状物体的重量,并与使用精确握力的参考物体进行比较。结果表明,物体形状操纵影响握力和重量感知。额外感觉的整合通过减少两个年龄组的感觉运动加工时间来支持正向模型。这表明多感觉整合对运动控制的促进作用。降低了体重感知的判别阈值,提高了准确率水平。相反,辅助声反馈对握力施加和重量感知的影响不显著。我们清楚地观察到体重感知和握力应用的整体老化效应。
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引用次数: 0
Bricoleurs: Resilience in Improvised Work in a Publishing House 作家:在出版社即兴创作的弹性
Pub Date : 1900-01-01 DOI: 10.54941/ahfe1001610
César Guevara, Raquel Lara Guevara, Diego Mauricio Bonilla Jurado
This study analyzes one of the issues that organizational psychology has dealt with in the last decade in a more exhaustive way: resilience is the result of having an optimistic nature as long as optimism does not distort the sense of reality. From a phenomenological perspective, publishing house Queyám was analyzed from the strategic part of the company, in this case a married couple that is in the presidency, as a sample the 6 employees were chosen in their different areas applying the focus group technique where the wife served Moderator of the structured interview with open questions of in vivo coding analyzing literal phrases that express the words used by the employees. It is discussed with the Nobel Prize in Physics Richard Feynman who became an expert in opening safes without knowing the combination, not only trying to find the mechanisms that allowed him to do so, but also collecting the psychological impressions of the people who used those safes or to find out how they chose the opening codes, finally this company has built resilience using improvisation as a fundamental capability
本研究以一种更详尽的方式分析了组织心理学在过去十年中处理的一个问题:只要乐观主义不扭曲现实感,韧性就是拥有乐观天性的结果。从现象学的角度来看,出版社Queyám从公司的战略部分进行了分析,在这种情况下,一对已婚夫妇担任总统,作为一个样本,6名员工在他们不同的领域被选中,应用焦点小组技术,其中妻子担任结构化访谈的主持人,对体内编码的开放问题进行分析,表达员工使用的单词的字面短语。它与诺贝尔物理学奖得主理查德·费曼(Richard Feynman)进行了讨论,他成为了在不知道密码的情况下打开保险柜的专家,不仅试图找到允许他这样做的机制,而且还收集了使用这些保险柜的人的心理印象,或者找出他们如何选择打开密码,最后,这家公司建立了弹性,将即兴发挥作为一种基本能力
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引用次数: 1
The Relationship Between Simplified Chinese Character Height and Cognition Research in Signage Design 标识设计中简体汉字高度与认知关系研究
Pub Date : 1900-01-01 DOI: 10.54941/ahfe1001608
Duan Wu, Peng Gao, Dongying Hu, Ran Xu, Yue Qi, Yumeng Zhang
75% of our external information comes from vision, in signage and wayfinding system, characters and graphics have become the most important factor of information cognition. As the main characters in China's signage and wayfinding system, simplified Chinese characters affect the rapid and accurate cognition of information. At present, most of the cognitive research on simplified Chinese characters are learned from the data of Japan and Taiwan. Compared with Latin alphabets, Japanese and Chinese characters are much similar, but there are still significant differences between them. Japanese is a combination of Chinese characters and Kanas, the fonts and the layout of characters are very different. The traditional Chinese characters used in Taiwan are much more complicated than the simplified ones used in mainland China. In order to obtain the data that can really guide the standards of signage design in China, this research carried out a series of experimental studies on simplified Chinese characters’ recognition. Under the condition of fixed font, font weight, color, similar stroke number and character frequency range, the experiment obtained the data of characters’ height and recognition distance by changing characters’ height and recording the corresponding visual recognition reaction time. Then, based on the method of regression analysis, the relationship between the two variables of character height and recognition distance is calculated and visualized. Through indoor simulation and supplementary experiments, the data and conclusions could guide or verify the existing ergonomics data and signage design standard. The research outcome shows the relationship between simplified Chinese character height and cognition distance of on public signage system, which provides a theoretical basis for the related research and design. The results also revealed that with the use of Sans Serif typeface,the minimum of character height in the current design standard can be further increased. This research is still in early stage, in addition to the character height, the influence of stroke number, thickness and background colour contrast of characters still need to be further studied.
我们75%的外部信息来自视觉,在导视系统中,文字和图形已经成为信息认知中最重要的因素。简体汉字作为中国标识导视系统的主要文字,影响着人们对信息的快速准确认知。目前,简体汉字的认知研究大多来自日本和台湾的数据。与拉丁字母相比,日语和汉语有很多相似之处,但它们之间仍然存在显著差异。日文是汉字和喀纳斯的结合体,字体和汉字的布局都有很大的不同。台湾使用的繁体字比大陆使用的简体字复杂得多。为了获得能够真正指导中国标识设计标准的数据,本研究开展了一系列简体汉字识别的实验研究。实验在固定字体、字体粗细、颜色、相似笔画数和字符频率范围的条件下,通过改变字符高度,记录相应的视觉识别反应时间,得到字符高度和识别距离的数据。然后,基于回归分析的方法,对字符高度和识别距离两个变量之间的关系进行了计算和可视化。通过室内模拟和补充实验,数据和结论可以指导或验证现有的工效学数据和标牌设计标准。研究结果显示了简体汉字高度与公共标识系统认知距离之间的关系,为相关研究和设计提供了理论依据。结果还显示,使用Sans Serif字体,可以进一步提高当前设计标准中的最小字符高度。本研究尚处于早期阶段,除汉字高度外,笔画数、汉字粗细、汉字底色对比等因素的影响还有待进一步研究。
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引用次数: 0
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Industrial Cognitive Ergonomics and Engineering Psychology
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