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2016 IST-Africa Week Conference最新文献

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Handoff delay reduction model for heterogeneous wireless networks 异构无线网络切换时延降低模型
Pub Date : 2016-05-11 DOI: 10.1109/ISTAFRICA.2016.7530593
Topside E. Mathonsi, Okuthe P. Kogeda
The advancement of various wireless portable devices and wireless networks technologies increases the need for network services and applications, i.e., instant messaging, World Wide Web (WWW), e-Mail anywhere anytime. As a result, over the past years, we have seen an increasing number of users with the need and desire to be connected and reachable anywhere at any time. This is made possible by the existents of intersystem handoff/handover process between Heterogeneous Wireless Networks (HWNs). During the intersystem handoff process, certain applications and services are interrupted and ensuring efficiency of this process is challenging. In this paper, an Enhanced Handoff (EH) algorithm is designed by integrating enhanced fast roaming algorithm and Protocol for Carrying Authentication for Network Access (PANA) in order to lessen handoff delay in HWNs. As a result, the number of packet loss and handoff delay is minimized.
各种无线便携式设备和无线网络技术的进步增加了对网络服务和应用的需求,即即时消息、万维网(WWW)、随时随地的电子邮件。因此,在过去的几年里,我们看到越来越多的用户需要随时随地保持联系。这是由异构无线网络(hwn)之间存在的系统间切换/切换过程实现的。在系统间切换过程中,某些应用程序和服务会中断,确保该过程的效率具有挑战性。为了减少HWNs中的切换延迟,本文将增强型快速漫游算法与PANA协议相结合,设计了一种增强切换算法。因此,丢包的数量和切换延迟是最小的。
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引用次数: 15
Sustainability of ICT4D projects: Case study of mobile cinemas in rural South Africa ict - 4d项目的可持续性:南非农村移动电影院的案例研究
Pub Date : 2016-05-11 DOI: 10.1109/ISTAFRICA.2016.7530640
H. Manara, H. Gelderblom
This paper investigates if the provision of mobile technologies to micro-entrepreneurs (MEs) can lead to the development of business models that support the sustainability of these businesses. A case study was undertaken focusing on 14 MEs participating in the Mosaic2B project - a European research project aimed at developing a framework that use cloud-based applications and low-cost internet to provide entertainment media to disadvantaged communities. The MEs from the Nkangala district in South Africa were provided with technology to download and screen movies in their communities to raise an income. Mixed methods were used to collect data over six months. The data was analysed to identify business models implemented and to determine how sustainable these are. Positive factors and obstacles were identified that affected the sustainability of the business models.
本文调查了向微型企业家(MEs)提供移动技术是否可以导致支持这些企业可持续性的商业模式的发展。对参与Mosaic2B项目的14个中小企业进行了案例研究。Mosaic2B项目是一个欧洲研究项目,旨在开发一个使用基于云的应用程序和低成本互联网向弱势社区提供娱乐媒体的框架。南非Nkangala地区的中小企业获得了在社区下载和放映电影的技术,以提高收入。使用混合方法收集6个月以上的数据。对数据进行分析,以确定所实施的商业模式,并确定这些模式的可持续性。确定了影响商业模式可持续性的积极因素和障碍。
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引用次数: 1
mHealth implementation in South Africa 移动医疗在南非的实施
Pub Date : 2016-05-11 DOI: 10.1109/ISTAFRICA.2016.7530667
A. Botha, Vathiswa M. Booi
Amid the rapid proliferation of first mobile devices and lately, mobile broadband, South Africa is uniquely situated to harness the promises that Mhealth have been reported to hold. Over the past years, Mhealth implementations have spread to incorporate a wide range of Mhealth applications to service the Health System information needs and end user needs. This paper aims to describe the current state of mHealth applications and implementation in South Africa by a review of reported MHealth Implementations and the stakeholders that collaborate in the space.
随着第一代移动设备和最近的移动宽带的迅速普及,南非处于独特的位置,可以利用移动医疗所带来的承诺。在过去的几年里,移动健康的实施已经扩展到包括广泛的移动健康应用程序,以服务于卫生系统信息需求和最终用户需求。本文旨在通过对报告的移动健康实施和在该领域合作的利益相关者的审查来描述南非移动健康应用和实施的现状。
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引用次数: 20
The effects of a corpus on isiZulu spellcheckers based on N-grams 语料库对基于n -gram的isiZulu拼写检查器的影响
Pub Date : 2016-05-11 DOI: 10.1109/ISTAFRICA.2016.7530643
Balone Ndaba, H. Suleman, C. Keet, Langa Khumalo
Correct spelling contributes to good content accessibility and readability for textual documents. However, there are few spellcheckers for Bantu languages such as isiZulu, the major language in South Africa. The objective of this research is to investigate development of spellcheckers for isiZulu and, more generally, an approach that can be reused across Bantu languages. To fill this gap in an extensible way, we used data-driven statistical language models with trigrams and quadrigrams. The models were trained on three different isiZulu corpora, being Ukwabelana, a selection of the isiZulu National Corpus, and a small corpus of news items. The system performed better with trigrams than with quadrigrams, and performance depended on the training and testing corpora. When the system was trained with old text (bible in isiZulu), it did not perform well when tested with the two corpora that contain more recent texts, such as the constitution and news items. The highest accuracy obtained was 89%. Given that data-driven statistical language models constitute a language-independent approach, we conclude that data-driven spellcheckers for all Bantu languages are indeed feasible. They are, however, sensitive to the training and testing data. This is less resource-intensive compared to manual specification of rules, and therefore the potential impact on realising spellcheckers for Bantu languages is now practically within reach. The potential societal impact of spellchecker-supported tools and apps is incalculable.
正确的拼写有助于文本文档的内容可访问性和可读性。然而,班图语的拼写检查器很少,比如南非的主要语言isiZulu。本研究的目的是调查isiZulu的拼写检查器的发展,更一般地说,是一种可以跨班图语言重用的方法。为了以一种可扩展的方式填补这一空白,我们使用了数据驱动的统计语言模型,其中包含三元组和四元组。这些模型在三个不同的isiZulu语料库上进行了训练,分别是Ukwabelana, isiZulu国家语料库的一个选择,以及一个小的新闻项目语料库。该系统在使用三元组时比使用四元组时表现更好,并且性能取决于训练和测试语料库。当系统用旧文本(isiZulu语的《圣经》)进行训练时,它在用两种包含较新文本(如宪法和新闻)的语料库进行测试时表现不佳。获得的最高准确率为89%。考虑到数据驱动的统计语言模型构成了一种与语言无关的方法,我们得出结论,所有班图语言的数据驱动拼写检查器确实是可行的。然而,他们对训练和测试数据很敏感。与手动规范规则相比,这节省了大量资源,因此对班图语拼写检查器的潜在影响现在已经触手可及。支持拼写检查的工具和应用程序的潜在社会影响是不可估量的。
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引用次数: 29
Teleweaver: An architectural overview of a customised application server for rurality Teleweaver:对农村定制应用服务器的体系结构概述
Pub Date : 2016-05-11 DOI: 10.1109/ISTAFRICA.2016.7530616
Mosiuoa Tsietsi, A. Terzoli, Sibukele Gumbo
The Siyakhula Living Lab in the rural Eastern Cape province of South Africa has been in existence for over a decade now. In this time, several software artefacts have been developed by students and partners with the aim of providing contextually-relevant services to the rural community. However, reliance on different platforms and paradigms has meant that the deployment of such services would be difficult to implement and maintain reliably in actual practice. What is required is a single software platform that can act as a docking station for multiple applications, as well as a routing substrate for applications living inside and outside the platform. A candidate platform to enable this is currently being integrated under the codename Teleweaver and is built from a free, open source J2EE application server and integrates with other software components. This paper provides an architectural overview of the platform and demonstrates how it provides a sustainable context for application development going forward.
位于南非东开普省农村的Siyakhula生活实验室已经存在了十多年。在此期间,学生和合作伙伴开发了几个软件工件,目的是为农村社区提供与上下文相关的服务。然而,对不同平台和范例的依赖意味着这些服务的部署将难以在实际实践中可靠地实现和维护。所需要的是一个单一的软件平台,它可以作为多个应用程序的对接站,以及一个位于平台内外的应用程序的路由基板。目前正在集成一个候选平台来实现这一点,其代号为Teleweaver,它是由一个免费的、开源的J2EE应用服务器构建的,并与其他软件组件集成在一起。本文提供了该平台的体系结构概述,并演示了它如何为应用程序开发提供可持续的环境。
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引用次数: 2
Critical success factors for eLearning adoption in the public health care sector in South Africa 南非公共卫生保健部门采用电子学习的关键成功因素
Pub Date : 2016-05-11 DOI: 10.1109/ISTAFRICA.2016.7530600
N. Gcora, L. Cilliers
Electronic learning (e-learning) in the health care sector is viewed as the delivery of Continued Professional Development (CPD) material via electronic media such videoconferencing, DVDs, Smartphones and other media. E-learning is recognized as one of the most important supportive practice for learning at work. Thus, an e-learning program allows the busy health care workers to access training and learning opportunities while they are also working. In South Africa, e-learning is growing at a rate of 36.2% annually, but the acceptance of this new technology is still very low. The aim of this study is to investigate the critical success factors that will help address the barriers of e-learning adoption in the public health care sector of South Africa. The study made use of a thorough literature review of peer reviewed papers in order to identify the barriers of e-learning in the South African public health sector. The Unified Theory of Acceptance and Use of Technology model was then used to develop the critical success factors that can be used to address the identified barriers. Critical success factors identified can be divided into management issues such as providing adequate finance and infrastructure as well as organisational factors including a change management programme, policies to guide e-learning programmes and training of health care workers. The study therefore recommends that the critical success factors be used to increase the adoption of e-learning in the public health care sector in order to improve service delivery.
卫生保健部门的电子学习(e-learning)被视为通过视频会议、dvd、智能手机和其他媒体等电子媒体提供持续专业发展(CPD)材料。电子学习被认为是工作学习最重要的辅助实践之一。因此,电子学习计划使忙碌的卫生保健工作者在工作的同时也能获得培训和学习的机会。在南非,电子学习以每年36.2%的速度增长,但这种新技术的接受程度仍然很低。本研究的目的是调查有助于解决南非公共卫生保健部门采用电子学习的障碍的关键成功因素。该研究利用了对同行评议论文的全面文献审查,以确定南非公共卫生部门电子学习的障碍。然后使用技术接受和使用统一理论模型来开发关键的成功因素,这些因素可用于解决已确定的障碍。确定的关键成功因素可分为管理问题,如提供充足的资金和基础设施,以及组织因素,包括变革管理方案、指导电子学习方案的政策和卫生保健工作者的培训。因此,该研究建议利用关键的成功因素,在公共保健部门更多地采用电子学习,以改善服务的提供。
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引用次数: 4
Hacking for Southern Africa: Collaborative development of hyperlocal services for marginalised communities 南部非洲的黑客:为边缘社区合作开发超本地化服务
Pub Date : 2016-05-11 DOI: 10.1109/ISTAFRICA.2016.7530656
Aaron Ciaghi, Tatenda Chatikobo, L. Dalvit, Darsha Indrajith, M. Miya, Pietro Benedetto Molini, Adolfo Villafiorita
This paper describes a collaborative experience in the initial development of hyperlocal services for marginalised communities in Southern Africa. Problems specific to urban, peri-urban and rural contexts were identified in collaboration with local community members and NGOs in South Africa and Angola. Selected topics were presented to a group of volunteer developers for initial proof-of-concept application development at an event hosted in Italy. The volunteers produced 6 prototype applications that were demonstrated at the end of the event to a panel of experts and members of one of the interested rural communities.
本文描述了为南部非洲边缘化社区提供超地方服务的初步发展中的合作经验。在南非和安哥拉与当地社区成员和非政府组织合作,查明了城市、近郊和农村情况下的具体问题。在意大利举办的一次活动中,选定的主题被提交给一组志愿开发人员,用于初始概念验证应用程序的开发。志愿者们制作了6个原型应用程序,并在活动结束时向一个专家小组和一个感兴趣的农村社区的成员进行了演示。
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引用次数: 11
Ubiquitous traffic management with fuzzy logic — Case study of Maseru, Lesotho 利用模糊逻辑进行无所不在的交通管理--莱索托马塞卢案例研究
Pub Date : 2016-05-11 DOI: 10.1109/ISTAFRICA.2016.7530680
Tumisang Sechocha Liphoto, M. Masinde
Maseru is the capital city of Lesotho and is a relatively small city with roughly 67 vehicles registered each day. Traffic lights are used with the intension of effectively managing vehicular traffic at junctions. These traffic lights follow a predetermined sequence usually based on historic data. As a result of this design, they inherently fail to efficaciously manage traffic flow when it is abnormal. Vehicles on one side have to wait even though there are no cars on other sides of the road. The consequences of this include increased congestion and atmospheric air pollution. Technological advancements have resulted in the now widely researched Internet of Things paradigm with one of its applications being vehicular traffic management. The focus of this paper is the design of a prototype reactive system based on Internet of Things whose functionality includes traffic lights that are capable of reacting to prevailing conditions. The system makes use of Radio Frequency IDentifier technology and mobile tools to ubiquitously collect traffic data and disseminate value added traffic information.
马塞卢是莱索托的首都,也是一个相对较小的城市,每天大约有 67 辆汽车登记。使用交通信号灯的目的是为了有效管理路口的车辆交通。这些交通信号灯通常根据历史数据按照预先确定的顺序运行。由于这种设计,当交通流量出现异常时,交通信号灯本身就无法有效地管理交通流量。即使道路其他两侧没有车辆,一侧的车辆也必须等待。这样做的后果包括加剧交通拥堵和大气空气污染。技术的进步催生了现在被广泛研究的物联网模式,其应用之一就是车辆交通管理。本文的重点是设计一个基于物联网的反应式系统原型,其功能包括能够对当前状况做出反应的交通信号灯。该系统利用射频识别器技术和移动工具,无处不在地收集交通数据并传播增值交通信息。
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引用次数: 2
Using Mobile Moodle to enhance Moodle LMS accessibility and usage at the University of Dar es Salaam 在达累斯萨拉姆大学使用移动Moodle增强Moodle LMS的可访问性和使用情况
Pub Date : 2016-05-11 DOI: 10.1109/ISTAFRICA.2016.7530649
J. Mtebe, Aron Kondoro
Over the last decade, there has been a remarkable increase in the adoption and use of learning management systems (LMS) in sub-Saharan Africa in a bid to improve the quality of on-campus delivery as well as increasing access to education through blended and distance learning. Despite the increased adoption of LMS in the region, their potential has not been fully exploited as relatively few users tend to use them, thereby not justifying the high infrastructure investment costs. The continued penetration and adoption of mobile phones amongst users in the region presents an opportunity to find ways of making LMS accessible to users via mobile phones. However, there are relatively few attempts to enhance accessibility and usage of LMS into users' mobile phones especially in sub-Saharan Africa. This article aims at sharing experiences of configuring and using Mobile Moodle to enhance Moodle LMS usage and accessibility via mobile phones at the University of Dar es Salaam. Through analyzing log of two selected courses, it was revealed that the majority of students used Course View and User List features to read course notes and to check for their fellow students respectively. In addition, students indicated that the Mobile Moodle was easy to use and enable them to accomplish learning activities more quickly through a questionnaire that was distributed to elicit their opinions about the Mobile Moodle. The findings from this study will enable those who are involved in LMS implementation especially in sub-Saharan Africa to widen access of LMS via mobile phones and therefore increase LMS usage.
在过去十年中,撒哈拉以南非洲地区在采用和使用学习管理系统(LMS)方面有了显著的增长,目的是提高校园教学的质量,并通过混合学习和远程学习增加受教育的机会。尽管该地区越来越多地采用LMS,但它们的潜力尚未得到充分利用,因为相对较少的用户倾向于使用它们,因此无法证明高基础设施投资成本是合理的。移动电话在该地区用户中的持续普及和采用为寻找使用户通过移动电话访问LMS的方法提供了机会。然而,在用户的移动电话中增加LMS的可及性和使用的尝试相对较少,特别是在撒哈拉以南非洲地区。本文旨在分享配置和使用Mobile Moodle的经验,以通过达累斯萨拉姆大学的移动电话增强Moodle LMS的使用和可访问性。通过对所选两门课程的日志进行分析,发现大多数学生分别使用Course View和User List功能来阅读课程笔记和查看其他同学。此外,学生们通过发放问卷来询问他们对Mobile Moodle的看法,表示Mobile Moodle易于使用,使他们能够更快地完成学习活动。这项研究的结果将使那些参与LMS实施的人,特别是在撒哈拉以南非洲地区,通过移动电话扩大LMS的使用范围,从而增加LMS的使用。
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引用次数: 36
Smart under-five health care system 智能五岁以下儿童医疗保健系统
Pub Date : 2016-05-11 DOI: 10.1109/ISTAFRICA.2016.7530674
Tawachi Nyasulu
Internet of Things based health care systems promise a significant contribution towards improvement of medical information systems through automation of routine monitoring of patients and real-time transmission of medical records. However, digitisation of identification, tracking and monitoring of patients remains a challenge in rural areas of Africa, not to mention of associated power and internet connectivity constraints. This paper proposes a general architecture for monitoring of growth and vital parameters of under-five children. The system alerts medical personnel in real time about under-weight cases or abnormal readings of vital parameters in order to take further medical diagnosis. Furthermore, the system saves the child's personalised measurements to a cloud-based data store in real time. Preliminary tests of network performance of the IoT application design resulted in an average latency of 1.7s and system availability of 99.96%, thus validating its usability.
基于物联网的医疗保健系统通过对患者的日常监测自动化和医疗记录的实时传输,有望对医疗信息系统的改进做出重大贡献。然而,在非洲农村地区,患者识别、跟踪和监测的数字化仍然是一个挑战,更不用说相关的权力和互联网连接限制了。本文提出了一个监测五岁以下儿童生长和重要参数的一般架构。该系统实时提醒医务人员体重过轻或重要参数读数异常,以便进行进一步的医疗诊断。此外,该系统将孩子的个性化测量数据实时保存到基于云的数据存储中。初步测试物联网应用设计的网络性能,平均延迟1.7s,系统可用性99.96%,验证了其可用性。
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引用次数: 7
期刊
2016 IST-Africa Week Conference
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