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Combining data mining and human expertise for making decisions, sense and policies 结合数据挖掘和人类专业知识来制定决策、感觉和政策
Q2 Computer Science Pub Date : 2000-12-01 DOI: 10.1108/13287260080000754
H. Viktor, H. Arndt
A major challenge facing management in developed countries is improving the performance of knowledge and service workers, i.e. the decision and policy makers. In a developing country such as South Africa, with a well‐developed business sector, this need, especially in government, is even more crucial. South Africa has to face many new challenges in the 21st century ‐ growing environmental concerns, massive social and economic inequalities, high occurrences of HIV, low productivity, massive unemployment and the nation’s evolving role in Africa, amongst others. The importance of a sound science and technology policy framework to address these pressing issues cannot be overemphasised This paper discusses the construction of a knowledge‐base from a data repository concerning a South African National Research and Technology (NRT) Audit. This knowledge‐base is to be used as an aid when developing a science and technology policy framework for South Africa. The knowledge‐base is constructed using the cooperative ...
发达国家管理面临的一个主要挑战是提高知识和服务工作者,即决策者的绩效。在南非这样一个商业部门发达的发展中国家,这种需求,特别是在政府方面,更为重要。在21世纪,南非必须面对许多新的挑战——日益严重的环境问题、大规模的社会和经济不平等、艾滋病毒的高发病率、低生产率、大规模失业以及国家在非洲的角色演变等。一个健全的科学和技术政策框架对于解决这些紧迫问题的重要性怎么强调都不过分。本文讨论了从一个关于南非国家研究和技术(NRT)审计的数据库中构建一个知识库。这个知识库将在为南非制定科学和技术政策框架时用作一种援助。知识库的构建采用了合作模型。
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引用次数: 11
Training methods and user characteristics in end user computing 终端用户计算中的训练方法和用户特征
Q2 Computer Science Pub Date : 2000-12-01 DOI: 10.1108/13287260080000755
P. Blakey, C. Phillips, Julie Bunnell
Training is a critical factor in enabling users to make effective use of their computers. A variety of training methods have been proposed in the literature. These training methods will be considered within the framework of procedural and conceptual training, with special reference to their application in the training of novice end users in the use of applications software. The impact of learning styles and other user characteristics on the selection of training methods for use in this area is discussed. Finally, a current research programme to explore the effectiveness of training methods for novice end users is briefly described.
培训是使用户能够有效使用计算机的关键因素。文献中提出了多种训练方法。这些训练方法将在程序和概念训练的框架内加以考虑,并特别提到它们在训练最终用户新手使用应用软件方面的应用。讨论了学习风格和其他用户特征对选择在这一领域使用的训练方法的影响。最后,简要描述了当前的研究计划,以探索培训方法对新手最终用户的有效性。
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引用次数: 1
Data mining using client/server systems 使用客户机/服务器系统进行数据挖掘
Q2 Computer Science Pub Date : 2000-12-01 DOI: 10.1108/13287260080000756
P. Pendharkar, J. Rodger
client/server(C/S) systems have revolutionized the systems development approach. Among the drivers of the C/S systems is the lower price/performance ratio compared to the mainframe‐based transaction processing systems. Data mining is a process of identifying patterns in corporate transactional and operational databases (also called data warehouses). As most Fortune 500 companies are moving quickly towards the client server systems, it is increasingly becoming important that a data mining approaches should be adapted for C/S systems. In the current paper, we describe different data mining approaches that are used in the C/S systems.
客户机/服务器(C/S)系统已经彻底改变了系统开发方法。与基于大型机的事务处理系统相比,C/S系统的驱动因素之一是其较低的性价比。数据挖掘是在公司事务和操作数据库(也称为数据仓库)中识别模式的过程。由于大多数财富500强公司正在迅速向客户机/服务器系统转移,因此使数据挖掘方法适用于C/S系统变得越来越重要。在本文中,我们描述了C/S系统中使用的不同数据挖掘方法。
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引用次数: 2
Supporting learning processes with collaboration technologies: A brief look at past research and challenges that lie ahead 用协作技术支持学习过程:简要介绍过去的研究和未来的挑战
Q2 Computer Science Pub Date : 2000-03-01 DOI: 10.1108/13287260080000749
N. Kock, K. Hilmer, C. Standing, S. Clark
This article is based on a position paper for the “Collaboration Technologies Support of Learning Process” track of the 2000 Americas Conference on Information Systems. In it, the track chairs examine past research and future challenges related to the topic of the conference track. The paper builds on published empirical and theoretical research on the use of collaboration technologies to support learning processes. Its focus is on a key element of learning, namely knowledge communication. Key empirical studies and relevant theories are reviewed. The paper concludes with suggestions for future research.
本文基于2000年美洲信息系统会议“学习过程的协作技术支持”专题的立场文件。在其中,轨道主席检查过去的研究和未来的挑战相关的会议轨道的主题。本文建立在已发表的关于使用协作技术支持学习过程的实证和理论研究的基础上。它的重点是学习的一个关键要素,即知识交流。对主要实证研究和相关理论进行了综述。最后,对今后的研究提出了建议。
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引用次数: 2
The role of creativity in business improvement paradigms: US versus Japanese firms 创造力在商业改进范例中的作用:美国与日本公司
Q2 Computer Science Pub Date : 2000-03-01 DOI: 10.1108/13287260080000750
David P. Paper, R. Chang, J. Rodger
The purpose of the research is to explore the role of creativity (in business process improvement paradigms) among Japanese organizations and US organizations. Although US and Japanese organizations may use differently terminology, the general idea of process improvement (to add value to products and/or services that exceed customer expectations) is embraced by both. What is not clear is the way in which organizations in the two countries implement change. Eight organizations participated in the study: four organizations from Japan and four from the US. Results of the study revealed that US organizations tend to desire faster change to improve performance. They want to adopt state‐of‐the‐art methodologies and invest heavily in technology to transform their organizations quickly. In contrast, Japanese organizations prefer incremental change as it conforms to their culture and way of life. However, US organizations are beginning to realize that process improvement is greatly enhanced by changing the culture...
本研究的目的是探讨创造力(在业务流程改进范例中)在日本组织和美国组织中的作用。尽管美国和日本的组织可能使用不同的术语,但过程改进的一般思想(为超出客户期望的产品和/或服务增加价值)被两者所接受。目前尚不清楚的是,这两个国家的组织将以何种方式实施变革。8家机构参与了这项研究:4家来自日本,4家来自美国。研究结果显示,美国企业倾向于通过更快的变革来提高绩效。他们希望采用最先进的方法,并在技术上进行大量投资,以快速转变他们的组织。相比之下,日本企业更喜欢渐进式的变化,因为这符合他们的文化和生活方式。然而,美国组织开始意识到,通过改变文化,流程改进可以得到极大的加强……
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引用次数: 5
Methodology and technology for learning programming 学习编程的方法和技术
Q2 Computer Science Pub Date : 2000-03-01 DOI: 10.1108/13287260080000751
F. Deek, J. A. McHugh, S. R. Hiltz
This paper discusses methodology and technology to aid students learning programming. We have identified and integrated the problem solving and program development skills and knowledge students need to apply when programming with the cognitive activities required to accomplish these tasks. We then developed a composite methodological/software environment that supports the overall process of programming in a manner that gives appropriate weight to both language issues and problem solving. The results of a classroom evaluation of the method and the tool are then presented.
本文讨论了帮助学生学习编程的方法和技术。我们已经确定并整合了学生在完成这些任务所需的认知活动编程时需要应用的问题解决和程序开发技能和知识。然后,我们开发了一个复合的方法/软件环境,它以一种适当地重视语言问题和问题解决的方式支持整个编程过程。然后介绍对该方法和工具进行课堂评估的结果。
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引用次数: 12
Factors affecting entry‐level internet technology adoption by small business in Australia ‐ evidence from three cases 影响澳大利亚小企业入门级互联网技术采用的因素——来自三个案例的证据
Q2 Computer Science Pub Date : 1999-12-01 DOI: 10.1108/13287269980000747
J. V. Akkeren, A. Cavaye
The adoption of Internet technologies by the small business sector is important to their on‐going survival. Yet, given the opportunities and benefits that Internet technologies can provide it has been shown that Australian small businesses are relatively slow in adopting them. This paper develops a model from recent literature on the facilitators and inhibitors to the adoption of Internet technologies by small business. Cross‐case analysis of findings from three case studies are presented. Findings indicate that perceived lack of business benefit, mistrust of the IT industry and lack of understanding of Internet technologies are major inhibitors to Internet adoption by small business.
小型企业部门采用互联网技术对其持续生存至关重要。然而,考虑到互联网技术可以提供的机会和好处,澳大利亚的小企业采用互联网技术的速度相对较慢。本文从最近关于小企业采用互联网技术的促进者和抑制剂的文献中开发了一个模型。交叉案例分析的结果,从三个案例研究提出。调查结果表明,缺乏商业利益、对IT行业的不信任和对互联网技术的缺乏了解是小企业采用互联网的主要障碍。
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引用次数: 60
Social and economic benefit in public regional internet facilities 公共区域互联网设施的社会经济效益
Q2 Computer Science Pub Date : 1999-12-01 DOI: 10.1108/13287269980000748
Judith A. Symonds
The differences between urban and rural Internet capability have emerged as a very important issue in recent years. In Australia, the problem has been addressed partly, through providing support for public regional Internet Facilities such as Internet Cafes. The economic merits of public Internet facilities in regional and rural areas are well promoted. This study explores these economic benefits, as well as some very valuable social benefits not often recognised. An exploratory research design is employed and data from in‐depth interviews with four public Internet facilities is analysed. The study draws conclusions about the balance between economic and social issues in managing the Internet. These findings have implications for the future development of public regional Internet facilities.
近年来,城乡互联网能力的差异已经成为一个非常重要的问题。在澳大利亚,通过为网吧等公共区域互联网设施提供支持,这个问题得到了部分解决。区域和农村公共互联网设施的经济效益得到了很好的发挥。这项研究探讨了这些经济效益,以及一些非常有价值的社会效益,这些效益通常不被认识到。采用探索性研究设计,并分析了四个公共互联网设施的深度访谈数据。该研究得出了有关互联网管理中经济和社会问题之间平衡的结论。这些发现对公共区域互联网设施的未来发展具有启示意义。
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引用次数: 0
Evaluating MIS performance: Comparison of three hierarchical evaluation types 评价管理信息系统的性能:三种层次评价类型的比较
Q2 Computer Science Pub Date : 1999-12-01 DOI: 10.1108/13287269980000745
Moonsang Chung, Zong-Tae Bae, Jinjoo Lee
This paper proposes a new hierarchical approach toward MIS evaluation, which emphasizes the evaluation of the strategic aspects of MIS, as well as the evaluations of the activities of MIS functions and the quality of application systems. Based on the previous studies and the preliminary field survey, concepts and contents of three hierarchical evaluation types such as system‐oriented, function‐oriented and strategy‐oriented evaluations were presented, and four propositions were drawn. The surveys of 130 Korean firms, conducted in 1991 and 1997 successively, show that majority of firms use system‐oriented or function‐oriented evaluation type, although the usage rate of strategy‐oriented type is slightly higher in 1997 than in 1991 and most MIS managers consider the strategy‐oriented evaluation as the ideal one. It is also found that the firms of higher MIS maturity use the strategy‐oriented evaluation type, and the firms with strategy‐oriented evaluation type show a higher MIS performance. Results of this ...
本文提出了一种新的管理信息系统评价的分层方法,强调对管理信息系统战略方面的评价,以及对管理信息系统功能活动和应用系统质量的评价。在前人研究和初步实地调查的基础上,提出了系统评价、功能评价和战略评价三种层次评价类型的概念和内容,并提出了四点主张。1991年和1997年先后对130家韩国企业进行的调查显示,大多数企业使用系统导向或功能导向的评价类型,尽管1997年战略导向的使用率略高于1991年,而且大多数MIS管理人员认为战略导向的评价是理想的评价方式。研究还发现,管理信息系统成熟度越高的企业使用战略导向的评价类型,具有战略导向评价类型的企业管理信息系统绩效越高。结果是……
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引用次数: 4
Not just a job: Preparing graduates for careers in the IS workforce 不仅仅是一份工作:为毕业生进入美国职场做好准备
Q2 Computer Science Pub Date : 1999-12-01 DOI: 10.1108/13287269980000746
T. Castleman, D. Coulthard
If IS educators are to provide their students with an understanding of the overall context in which they will develop professional careers, they must have good information about graduates’ employment destinations and their workforce experiences. That information is difficult to obtain from standard data collections. This paper explores the early job experiences of IS graduates using survey and interview data. While the graduates have a strong IS professional orientation and experience friendly work environments, their expectations of access to interesting work, career advice and opportunities for advancement appear to outstrip their experience in the workplace.
如果信息系统教育工作者要让他们的学生了解他们将发展职业生涯的整体背景,他们必须掌握毕业生就业目的地和工作经历的良好信息。这些信息很难从标准数据收集中获得。本文利用调查和访谈数据探讨了IS毕业生的早期工作经历。虽然毕业生有很强的信息系统专业定位和友好的工作环境,但他们对获得有趣的工作、职业建议和晋升机会的期望似乎超过了他们在工作场所的经验。
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引用次数: 7
期刊
Journal of Systems and Information Technology
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