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2015 IEEE International Symposium on Technology and Society (ISTAS)最新文献

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A semi-automated food voting classification system: Combining user interaction and Support Vector Machines 一种半自动食品投票分类系统:结合用户交互和支持向量机
Pub Date : 2015-11-12 DOI: 10.1109/ISTAS.2015.7439433
Patrick McAllister, Huiru Zheng, R. Bond, A. Moorhead
Obesity is prevalent worldwide including UK and Ireland, affecting all demographics. Obesity can have a detrimental affect on an individual's health, which can lead to chronic conditions. Different digital interventions have enabled users to photograph food items to be identified using different feature extraction methods. In this research, we proposed a system that allows users to draw a polygon around a food item for segmentation. After segmented, the region is then classified using an automated voting system. Different features will then be extracted from the specified area. Support Vector Machines will be issued for each feature type. This system is a proof-of-concept and is designed to research the effectiveness of employing multiple feature detection algorithms to classify food images. To classify food regions a Bag-of-features (BoFs) approach will be used for each. Speeded Up Robust Features point detection and descriptors was used along with colour spatial features, and also MSER region detection with SURF. Each of these methods will have their own BoF to train an SVM. The aim of this research was to create a voting classification system that utilises each feature detection algorithm to ultimately identify the segmented food region through plurality (or majority) vote. Testing showed that the system achieved 75% accuracy when combining each feature SVM to create a voting system. The system outperforms two of the feature classifiers (SURF and MSER with SURF). LAB colour classifier slightly outperformed the voting mechanism within the developed system. In regards to future work, further development and testing would be completed through increasing the variety of food items used in the training phase and a larger test dataset would also be used.
肥胖在包括英国和爱尔兰在内的世界范围内普遍存在,影响着所有人口统计数据。肥胖会对个人健康产生不利影响,可能导致慢性疾病。不同的数字干预使用户能够使用不同的特征提取方法拍摄食物。在这项研究中,我们提出了一个系统,允许用户在食物周围画一个多边形进行分割。分割后,该地区然后使用自动投票系统进行分类。然后从指定区域提取不同的特征。支持向量机将针对每种特征类型发布。该系统是一个概念验证,旨在研究采用多种特征检测算法对食物图像进行分类的有效性。为了对食物区域进行分类,将对每个区域使用特征袋(bfs)方法。利用快速鲁棒特征点检测和描述符与色彩空间特征结合,利用SURF对MSER区域进行检测。每种方法都有自己的BoF来训练支持向量机。本研究的目的是创建一个投票分类系统,该系统利用每个特征检测算法,最终通过多数(或多数)投票来识别分割的食物区域。测试表明,将各特征支持向量机组合成投票系统,准确率达到75%。该系统优于两个特征分类器(SURF和带有SURF的MSER)。LAB颜色分类器在发达系统中的表现略优于投票机制。关于未来的工作,将通过增加训练阶段使用的食物种类来完成进一步的开发和测试,并且还将使用更大的测试数据集。
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引用次数: 1
Challenges of implementing a social prescription service in the clinic: Social prescribing in the LAMP project 在诊所实施社会处方服务的挑战:LAMP项目中的社会处方
Pub Date : 2015-11-01 DOI: 10.1109/ISTAS.2015.7439434
C. Soraghan, Gerard Boyle, Luis Dominguez-Villoria, Jennifer Feighan, David Robinson
The Local Asset Mapping Project (LAMP) aims to develop new models of tertiary healthcare delivery by integrating patient care into a hospital's surrounding community. Current models are unsustainable, in particular due to the ageing demographic shift. To date, LAMP has created a database of almost 3,400 `assets' from part (22km2) of the ambulance catchment of the largest acute hospital in Ireland - an area representing ~120,000 citizens. A clinical software GUI called `Community Health Compass' is presented in this paper which uses this database and could potentially produce `social prescriptions' to patients coming to the hospital. This prescription would direct them to the assets and services in their community, near their postal address, and tailored to their condition and preferences, which could help to improve their health and wellbeing. However, there are a number of social implications and challenges associated with technology-mediated social prescribing, which will need to be considered to ensure the success and uptake of the intervention, while preserving personal choice and ensuring social responsibility. Data sharing, governance, accountability for patients, and community sector capacity are some of the main challenges for implementation of the LAMP model. These challenges and potential approaches to meeting them are presented. Forecasting these challenges is an attempt to proactively explore the issues, so as to develop a future technology-mediated social prescription delivery model that integrates with, and provides for, society's needs while reducing potential negative affects.
地方资产测绘项目(LAMP)旨在通过将患者护理整合到医院周边社区,开发三级医疗保健服务的新模式。目前的模式是不可持续的,特别是考虑到人口老龄化的变化。迄今为止,LAMP已经从爱尔兰最大的急诊医院的救护车集水区(22平方公里)中创建了一个包含近3,400项“资产”的数据库,该地区约有120,000名公民。本文提出了一种名为“社区健康指南针”的临床软件GUI,该软件使用该数据库,可以为来医院的患者提供“社会处方”。这一处方将引导他们找到社区内靠近其邮政地址的资产和服务,并根据他们的情况和偏好量身定制,这有助于改善他们的健康和福祉。然而,与技术介导的社会处方相关的一些社会影响和挑战需要加以考虑,以确保干预措施的成功和采用,同时保留个人选择和确保社会责任。数据共享、治理、患者问责制和社区部门能力是实施LAMP模式面临的一些主要挑战。提出了这些挑战和应对这些挑战的潜在方法。预测这些挑战是一种主动探索问题的尝试,从而开发一种未来技术介导的社会处方交付模式,在减少潜在负面影响的同时,融入并提供社会需求。
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引用次数: 6
The potential development impact of mobile application vendors in developing countries 移动应用程序供应商在发展中国家的潜在发展影响
Pub Date : 2015-11-01 DOI: 10.1109/ISTAS.2015.7439418
Tuomas Tanskanen, Anne-Marie Tuikka, S. Hyrynsalmi, Kai Kimppa
This study focuses on the state of application development in developing countries. The first objective is to estimate the existence of application vendors locating in developing countries. The second objective is to identify some reasons for developing country software vendors to enter mobile application markets rather than more traditional software markets. We argue that app stores offer a possibility for developing countries to pass some of the problems that come with industrialisation by partly post-industrialising directly. This study is divided to two phases which study the existence of application vendors in developing countries and their characteristics from different viewpoints. The first phase focuses on the analysis of the most popular applications in Google Play, Apple Store and Windows Phone Store. The second phase starts by analysing the email addresses of application vendors who sell their products in Google Play marketplace for devices using Android operating system and continues by sending questionnaire to those application vendors whose email addresses has country domain belonging to developing country. Our study shows that mobile applications are developed in developing countries, although, the biggest part of application vendors is located in developed countries. Among developing countries, most important mobile application producers belong to upper-middle income economies, such as China or Russia, or to lower-middle income economies, such as India. However, there appears to be few application vendors who operate from low income economies, such as Bangladesh or Kenya. According to our results, application vendors located in developing countries choose to develop mobile applications largely due to same reasons than application vendors located in developed countries. They prefer mobile application marketplaces, because they offer easy access to large amount of potential customers. Android platform is appreciated for its low development and access cost, however, it is criticized for the wide range of customer interfaces.
本研究的重点是发展中国家的应用开发状况。第一个目标是估计在发展中国家是否存在应用程序供应商。第二个目标是找出发展中国家软件供应商进入移动应用市场而不是更传统的软件市场的一些原因。我们认为,应用商店为发展中国家提供了一种可能性,可以通过直接进行部分后工业化来解决工业化带来的一些问题。本研究分为两个阶段,分别从不同角度研究发展中国家应用供应商的存在及其特点。第一阶段主要分析Google Play、Apple Store和Windows Phone Store中最受欢迎的应用。第二阶段首先分析在Google Play市场上销售Android操作系统设备的应用程序供应商的电子邮件地址,然后向电子邮件地址属于发展中国家的应用程序供应商发送调查问卷。我们的研究表明,移动应用程序是在发展中国家开发的,尽管大部分应用程序供应商位于发达国家。在发展中国家,最重要的移动应用程序生产商属于中高收入经济体,如中国或俄罗斯,或中低收入经济体,如印度。然而,似乎很少有来自低收入经济体(如孟加拉国或肯尼亚)的应用程序供应商。根据我们的研究结果,位于发展中国家的应用程序供应商选择开发移动应用程序的主要原因与位于发达国家的应用程序供应商相同。他们更喜欢移动应用程序市场,因为它们可以方便地接触到大量潜在客户。Android平台因其较低的开发和访问成本而受到赞赏,然而,它也因其广泛的用户界面而受到批评。
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引用次数: 1
Towards a citizen actuation framework for smart environments 迈向智能环境的公民驱动框架
Pub Date : 2015-11-01 DOI: 10.1109/ISTAS.2015.7439431
David N. Crowley, J. Breslin, E. Curry
Citizen Actuation is a new concept that aims to retain humans in the loop throughout a system's lifecycle. In system design, humans are (generally) just users of a system but both Citizen Sensing and Citizen Actuation rely on users being included in a Cyber Physical Social System. In this paper, we investigate employing profile features from social networks as a method for user selection. These users will then be sent small tasks to complete that might normally be undertaken by actuators. To achieve this, we conducted a survey where users evaluated profiles on a limited number of features and posts. Separately, we collected profile data from the same set of profiles and computed calculated values such as Reply Ratio to compare them with the survey findings. This study has revealed interesting insights in to what the survey participants find important in relation to social media profiles and completing tasks. These include insights such as how they view the number of tweets, the profile description text, and how a user interacts with other users as being important when forming an opinion on a profile.
Citizen Actuation是一个新概念,旨在使人类在系统的整个生命周期中保持在循环中。在系统设计中,人类(通常)只是系统的用户,但公民感知和公民驱动都依赖于用户被包含在网络物理社会系统中。在本文中,我们研究了利用社交网络中的个人资料特征作为用户选择的方法。然后,这些用户将被发送一些通常由执行器承担的小任务来完成。为了实现这一点,我们进行了一项调查,让用户对有限数量的功能和帖子进行评估。另外,我们从同一组概要中收集概要数据,并计算诸如Reply Ratio的计算值,以将其与调查结果进行比较。这项研究揭示了有趣的见解,即调查参与者认为与社交媒体资料和完成任务有关的重要因素。这些信息包括他们如何看待tweet的数量、个人资料描述文本,以及用户如何与其他用户交互,这些在对个人资料形成意见时很重要。
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引用次数: 2
The future of computing — The implications for society of technology forecasting and the Kurzweil singularity 计算的未来——技术预测和库兹韦尔奇点对社会的影响
Pub Date : 2015-11-01 DOI: 10.1109/ISTAS.2015.7439406
P. Excell, R. Earnshaw
Increases in the power and capability of collaboration and information exchange point to a trend towards artificial intelligence, at least of a form capable of designing and assembling technological devices, sometime in the present century. The exponential growth of the world's information and the Internet of Things will enable intelligent processing devices to deduce context. This combination of processing power and contextual knowledge appears to be well within the ability of current technology and, further, appears to have the ability to deliver the level of machine intelligence and skill that would lead to the phenomenon of "The Singularity", in which machines could become "cleverer" than human beings. This poses a major challenge for human beings to determine what their role would be after this event and how they would control the machines, including prevention of malevolent control. These developments in technology have significant implications for society whether or not they cause the large scale impact predicted by proponents of the singularity concept, such as Raymond Kurzweil.
协作和信息交换的力量和能力的增强指向了人工智能的趋势,至少是一种能够设计和组装技术设备的形式,在本世纪的某个时候。世界信息和物联网的指数级增长将使智能处理设备能够推断上下文。这种处理能力和上下文知识的结合似乎完全在当前技术的能力范围内,而且,似乎有能力提供机器智能和技能的水平,从而导致“奇点”现象,在这种现象中,机器可能变得比人类“更聪明”。这给人类提出了一个重大挑战,即确定在这一事件之后他们将扮演什么角色,以及他们将如何控制机器,包括防止恶意控制。这些技术的发展对社会有着重要的影响,无论它们是否会引起奇点概念的支持者(如雷蒙德·库兹韦尔)所预测的大规模影响。
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引用次数: 5
Study on content rating and security permissions of mobile applications in google play google play中移动应用的内容分级和安全权限研究
Pub Date : 2015-11-01 DOI: 10.1109/ISTAS.2015.7439405
Simona Tiuc, M. Marcu, C. Cernazanu-Glavan
This paper shares the results of a study on content rating and security permissions of mobile applications used by the online platform Google Play. Many questions are now raised regarding the age suitability and content for all mobile applications designed for children. More than that, do the users know the security issues they are exposed to when installing a specific application? We undertook a survey with children and teens to obtain information about the knowledge of the content rating and permissions of applications. This study also collected information directly from the market place using an application developed by authors. The information obtained was used to analyze the importance of content rating and security permissions in mobile games and their impact on children. As a final step, we correlated both the data obtained from surveys with the data provided by our application.
本文分享了一项关于在线平台Google Play使用的移动应用的内容评级和安全权限的研究结果。对于所有为儿童设计的移动应用程序的年龄适用性和内容,现在提出了许多问题。更重要的是,用户是否知道在安装特定应用程序时会遇到哪些安全问题?我们对儿童和青少年进行了一项调查,以获取有关应用程序的内容评级和权限的知识。本研究还使用作者开发的应用程序直接从市场收集信息。获得的信息用于分析手机游戏中内容评级和安全权限的重要性及其对儿童的影响。作为最后一步,我们将从调查中获得的数据与应用程序提供的数据相关联。
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引用次数: 0
A snapshot of the subject matter of computing ethics 计算机伦理主题的快照
Pub Date : 2015-11-01 DOI: 10.1109/ISTAS.2015.7439396
B. Hall
This paper describes a content analysis study that analyzed the subject matter of computing ethics. The purpose of the study was to begin the process of providing a coherent concept of the subject matter of computing ethics. The snapshot presented is based on article titles from four prominent journals with a computing ethics scope. This paper discusses subject matter themes that emerged from the article data. The most dominant subject matter themes were privacy, information and communication technologies, and design and development.
本文描述了一项内容分析研究,分析了计算伦理学的主题。这项研究的目的是开始提供计算伦理主题的连贯概念的过程。所呈现的快照是基于文章标题从四个突出的期刊与计算伦理范围。本文讨论了从文章数据中出现的主题主题。最主要的主题是隐私、信息和通信技术以及设计和开发。
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引用次数: 0
A review of the policy documents behind South Africa's Renewable Energy Independent Power Producer Procurement Programme: How its hits and misses impact society 对南非可再生能源独立电力生产商采购计划背后的政策文件的回顾:它的成功和失败如何影响社会
Pub Date : 2015-11-01 DOI: 10.1109/ISTAS.2015.7439400
L. Herbst, J. Lalk
Apartheid in South Africa (SA) left a legacy of uneven access to electricity, impacting the quality of the lives of many. Furthermore, the country's economy has been stifled by loadshedding (scheduled power interruptions) since 2008. Two policy documents have been drawn up to address these problems by 2030: the National Development Plan (NDP) and the Integrated Resource Plan for Electricity (IRP). The NDP was developed by a 26-member National Planning Commission, 25 of which are not State-employees. On the other hand, the IRP is reviewed by the country's Department of Energy. The lauded Renewable Energy Independent Power Producer Procurement Programme (REI4P) was subsequently initiated to increase the contribution of renewable energy resources to 20000MW by 2030. REI4P is considered one of the country's "best kept secrets", partly due to the relatively low electricity prices and betterment that it would offer poor communities. In this paper, the authors critique the NDP and IRP, and review investigative reports on some REI4P projects. It is shown that many social problems arose during some REI4P projects including: varied conceptions of roles that government officials, community representatives and foreign developers are expected to play; and few social benefits were created because of a lack of enterprise development skills among local communities. It is concluded that, if the points of departure of critical policy documents were the same, the issues described could have been avoided. Additionally, and perhaps most importantly, poor collaboration between and within governmental departments is suspected as being one of the most prominent underlying causes of socio-economic benefits, job creation, and local development not coming to fruition in REI4P as envisaged. Policy documents at Departmental level should be streamlined with the NDP to discourage "silo-thinking", thus synergizing projects that are put in place to address some of the most pressing issues in SA.
南非的种族隔离制度留下了电力供应不均衡的遗留问题,影响了许多人的生活质量。此外,自2008年以来,该国的经济一直受到减载(定期停电)的抑制。为了到2030年解决这些问题,已经制定了两份政策文件:国家发展计划(NDP)和电力综合资源计划(IRP)。新发展规划是由26名成员组成的国家计划委员会制定的,其中25名成员不是国家雇员。另一方面,IRP由国家能源部审查。备受赞誉的可再生能源独立发电商采购计划(REI4P)随后启动,到2030年将可再生能源的贡献增加到2万兆瓦。REI4P被认为是该国“保守得最好的秘密”之一,部分原因是相对较低的电价和它将为贫困社区提供的改善。在本文中,作者批评了NDP和IRP,并回顾了一些REI4P项目的调查报告。研究表明,在一些REI4P项目中出现了许多社会问题,包括:对政府官员、社区代表和外国开发商所扮演的角色的不同概念;由于当地社区缺乏企业发展技能,几乎没有创造社会效益。结论是,如果关键政策文件的出发点相同,所描述的问题是可以避免的。此外,也许最重要的是,政府部门之间和内部的合作不力被怀疑是REI4P中社会经济效益、创造就业机会和地方发展未能如设想的那样实现的最突出的潜在原因之一。部门层面的政策文件应与新发展计划相结合,以减少“竖井思维”,从而将已实施的项目协同起来,以解决新南威尔士一些最紧迫的问题。
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引用次数: 1
A critical realist approach to engineering ethics 工程伦理的批判现实主义方法
Pub Date : 2015-11-01 DOI: 10.1109/ISTAS.2015.7439443
E. Conlon
This paper is focused on the teaching of engineering ethics (EE). Through a focus on safety and the lens of what sociologists call the agency/ structure relationship it examines various approaches to this teaching. Drawing on Critical Realism it argues there are deficiencies in both the dominant approach and a number of proposed alternatives as they suffer from various forms of conflationism. By drawing on Critical Realism (CR) a more robust agenda for teaching engineering ethics can be developed. It is argued that CR offers a basis for understanding the range of factors which lead to accidents and disasters. It allows for a fuller consideration of agency/structure relations and the importance of changing the contexts in which engineers work in order to allow them to hold paramount the health, safety and welfare of the public.
本文以工程伦理学教学为研究对象。通过对安全的关注和社会学家所谓的代理/结构关系的镜头,它检查了这种教学的各种方法。在批判现实主义的基础上,它认为在主流方法和一些被提议的替代方法中都存在缺陷,因为它们受到各种形式的合并主义的影响。通过借鉴批判现实主义(CR),可以开发出更强大的工程伦理教学议程。本文认为,社会责任为理解导致事故和灾难的各种因素提供了基础。它允许更充分地考虑机构/结构关系,以及改变工程师工作环境的重要性,以便让他们把公众的健康、安全和福利放在首位。
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引用次数: 3
A falls detection system for the elderly based on a WSN 基于无线传感器网络的老年人跌倒检测系统
Pub Date : 2015-11-01 DOI: 10.1109/ISTAS.2015.7439426
Amoldo Diaz-Ramirez, E. Dominguez, Luís Martínez-Alvarado
Accidental falls are one of the main causes of deaths and severe injuries of people over 65 years old. For this reason, the development of fall detection systems for the elderly has been an important research topic. In this paper, a non-invasive fall detection system for older people, based on the use of a wireless sensor network (WSN), is proposed. It uses the acoustic signal sensed by a node of the WSN, as well as signal processing and pattern recognition techniques to detect a fall. The model uses a signal-processing algorithm based on the use of cross-correlation to measure the similarity between the sampled signal and a reference template signal, which represents a fall event. If these two signals are similar, then the Mel-frequency cepstral coefficients (MFCC) of the fall sound are extracted. Afterwards, the dynamic time warping (DTW) method is used for pattern recognition. The evaluation of the proposed system showed a very good detection rate.
意外跌倒是65岁以上老年人死亡和重伤的主要原因之一。因此,开发老年人跌倒检测系统一直是一个重要的研究课题。本文提出了一种基于无线传感器网络(WSN)的老年人无创跌倒检测系统。它使用WSN节点感知的声信号,以及信号处理和模式识别技术来检测跌倒。该模型使用基于互相关的信号处理算法来测量采样信号与代表坠落事件的参考模板信号之间的相似性。如果这两个信号相似,则提取降音的Mel-frequency倒谱系数(MFCC)。然后,采用动态时间翘曲(DTW)方法进行模式识别。对该系统的评价表明,该系统具有很好的检测率。
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引用次数: 4
期刊
2015 IEEE International Symposium on Technology and Society (ISTAS)
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