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Apply Data Science: Introduction, Applications and Projects Apply Data Science: Introduction, Applications and Projects , by Barton Thomas, Müller Christian, Wiesbaden, Germany, Springer Vieweg Wiesbade, 2023, 232 pp., $49.99 (Soft Cover), ISBN: 978-3-658-38797-6 《应用数据科学:导论,应用和项目》,巴顿·托马斯、梅勒·克里斯蒂安著,威斯巴登,德国,施普林格·维格·威斯巴登,2023年,232页,49.99美元(软装),ISBN: 978-3-658-38797-6
4区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-10-02 DOI: 10.1080/1097198x.2023.2272426
Robert Vinaja
Click to increase image sizeClick to decrease image size Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationNotes on contributorsRobert VinajaRobert Vinaja (University of Texas at Arlington) is a faculty member in the College of Business Administration, Texas A&M University-San Antonio. His interests include databases, analytics, networking, and statistics. He has published in the International Journal of Management, Journal of Informatics Education Research, Journal of Computing Sciences in Colleges, Journal of Global Business Education, International Journal of Business & Public Administration, and Systems Development Management.
点击放大图片点击缩小图片披露声明作者未发现潜在的利益冲突。robert Vinaja(德克萨斯大学阿灵顿分校)是德州农工大学圣安东尼奥分校工商管理学院的一名教员。他的兴趣包括数据库、分析、网络和统计。他曾在《国际管理期刊》、《信息教育研究期刊》、《大学计算机科学期刊》、《全球商业教育期刊》、《国际商业与公共管理期刊》和《系统开发管理期刊》上发表文章。
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引用次数: 0
Expert Opinion: Mr. Joe Kauffman 专家意见:乔·考夫曼先生
4区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-10-02 DOI: 10.1080/1097198x.2023.2266975
Nikhil Mehta
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引用次数: 0
The Brave New World of Artificial Intelligence 人工智能的美丽新世界
4区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-10-02 DOI: 10.1080/1097198x.2023.2266972
Joseph Vithayathil, Markus Nauroth
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引用次数: 0
Moderating Effects of Governance on Open Government Data Quality and Open Government Data Utilization: Analysis Based on the Resource Complementarity Perspective 政府治理对开放政府数据质量和开放政府数据利用的调节作用:基于资源互补视角的分析
4区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-10-02 DOI: 10.1080/1097198x.2023.2266970
Bo Fan, Xianyin Meng
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引用次数: 0
The Role of Government on Diffusion and Discontinuance of the Same ICT: Contrasting Cases of UAE and Taiwan 政府在相同资讯科技传播与中断中的角色:以阿联酋与台湾为例
4区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-10-02 DOI: 10.1080/1097198x.2023.2266971
Wenshin Chen
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引用次数: 0
Driving Factors Affecting the Business Analytics Application from the Cross-Cultural Perspective: An Empirical Study 跨文化视角下商业分析应用驱动因素的实证研究
4区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-10-02 DOI: 10.1080/1097198x.2023.2266969
Hokey Min, Hye-Young Joo
ABSTRACTDespite the growing recognition of business analytics (BA)‘s role in boosting the firm’s intellectual capital and subsequent competitiveness, some firms are still hesitant to adopt BA. To have a clear picture of what will lead to the serious consideration of BA as a business intelligence tool, we conducted confirmation factor analyses and used the structural equation model to determine what drives BA applications. Through a series of hypothesis testing, we discovered that security, ease of use, perceived risk, and IT capability became important determinants for BA applications. On the other hand, various costs associated with BA use and organizational resistance against BA use turned out to be non-deciding factors for BA applications. This paper is one of the first attempts to develop practical guidelines for the successful application of BA based on the empirical study of BA practices among US and Korean firms from a cross-cultural perspective.KEYWORDS: Business analyticsbusiness intelligencecross-cultural studystructural equation modeltechnology adoptionUS and Korean firms Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationNotes on contributorsHokey MinHokey Min is a James R. Good Chair in Global Supply Chain Strategy and University Distinguished Research Professor. in the Schmidthorst College of Business at Bowlinh Green State University. His research interests include supply chain analytics and technology. He has published more than 235 articles in various academic journals.Hye-Young JooHye-Young Joo is Assistant Professor in the International Trade and Logistics Division at Choong Ang University. His research interests include green supply chain management and cross-border e-commerce.
摘要尽管人们越来越认识到商业分析在提高企业智力资本和竞争力方面的作用,但一些企业对采用商业分析仍然犹豫不决。为了清楚地了解哪些因素会导致人们认真考虑将BA作为商业智能工具,我们进行了确认因子分析,并使用结构方程模型来确定驱动BA应用的因素。通过一系列假设检验,我们发现安全性、易用性、可感知风险和IT能力成为BA应用程序的重要决定因素。另一方面,与BA使用相关的各种成本和组织对BA使用的抵制变成了BA应用程序的非决定性因素。本文首次尝试从跨文化视角对美韩企业的BA实践进行实证研究,为BA的成功应用制定实践指南。关键词:商业分析、商业智能、跨文化研究、结构方程模型、技术采用、美韩公司披露声明、作者未报告潜在利益冲突。hokey Min是James R. Good全球供应链战略主席和大学杰出研究教授。鲍林格林州立大学施密特索尔斯特商学院的教授。他的研究兴趣包括供应链分析和技术。在各类学术期刊上发表论文235余篇。JooHye-Young,中央大学国际贸易与物流系助理教授。主要研究方向为绿色供应链管理和跨境电子商务。
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引用次数: 0
Knowing What We Know: The Transmission of Knowledge from Ancient Wisdom to Modern Magic 了解我们所知道的:从古代智慧到现代魔法的知识传递
IF 2 4区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-07-03 DOI: 10.1080/1097198x.2023.2238470
V. Kleist
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引用次数: 0
Stress, Affective Responses, and Coping Mechanisms of Canadian University Students Toward Online Learning During the COVID-19 Lockdown COVID-19封锁期间加拿大大学生对在线学习的压力、情感反应和应对机制
IF 2 4区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-07-03 DOI: 10.1080/1097198X.2023.2235232
Stephen Jackson, A. Serenko
ABSTRACT This study investigated the sources of stress, affective responses, and coping mechanisms among Canadian university students toward online learning during the COVID-19 lockdown. Based on a survey of 430 undergraduate and graduate students at a Canadian University in Ontario, Canada, it was found that a leading source of student stress is technology unreliability, followed closely by academic experience. The most frequent affective response is disaffection, particularly passive disengagement, as well as feeling distracted and unfocused. Problem-focused coping, especially seeking university help and self-organization, was the dominant approach followed by students in dealing with and trying to overcome the challenges associated with online learning. Institutional managers should dedicate resources to support online services, to offer student training in self-organization techniques, and to invest in reliable learning management systems. Instructors should clearly communicate their academic expectations and avoid ambiguity, encourage students to contact them directly, design course FAQ sections, and allocate extra time to accommodate unexpected technical glitches. Students should embrace the notion of technology unreliability, ambiguity, uncertainty, and other unexpected issues. It is their responsibility to arrange a productive learning environment at home, organize themselves, draw a line between school and home tasks, and secure formal or informal support if needed.
本研究调查了新冠肺炎疫情封锁期间加拿大大学生在线学习的压力来源、情感反应和应对机制。一项针对加拿大安大略省一所大学430名本科生和研究生的调查发现,学生压力的主要来源是技术不可靠,其次是学术经历。最常见的情感反应是不满,尤其是被动脱离,以及感到分心和不集中注意力。以问题为中心的应对,尤其是寻求大学帮助和自我组织,是学生们在处理和试图克服与在线学习相关的挑战时所采用的主要方法。机构管理者应投入资源支持在线服务,为学生提供自组织技术培训,并投资于可靠的学习管理系统。教师应该清楚地传达他们的学术期望,避免模棱两可,鼓励学生直接与他们联系,设计课程常见问题解答部分,并分配额外的时间来适应意外的技术故障。学生应该接受技术不可靠性、模糊性、不确定性和其他意外问题的概念。他们有责任在家里安排一个富有成效的学习环境,组织自己,在学校和家庭任务之间划清界限,并在需要时获得正式或非正式的支持。
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引用次数: 0
The Future of Software Development Consulting: How AI Technologies Might Impact This Industry? An Interview with Srini Rajnikanth, Founder & CEO, Gemini Consulting and Services, St Louis, USA 软件开发咨询的未来:人工智能技术如何影响这个行业?采访美国圣路易斯Gemini咨询与服务公司创始人兼首席执行官Srini Rajnikanth
IF 2 4区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-07-03 DOI: 10.1080/1097198X.2023.2237730
K. Joshi, V. Singh
This interview provides insights into how a successful software consulting company is dealing with challenges concerning global team management and the rise of artificial intelligence. The company offers consulting services in software development and cloud computing. It has offices in various countries, including the USA and India. With over 25+ years of experience in the IT services industry, Srini Rajnikanth is a seasoned business leader specializing in digital technologies and software development consulting. His expertise covers a wide range of areas, such as strategy development, practice management, key account management, business and technology consulting, pre-sales, and large program delivery. Gemini has made it to the INC 5000 list as one of the fastest-growing companies in America three times consecutively. He practices a people-oriented leadership style and focuses on empowering employees. JGITM: Please name your organization, role, and briefly describe its businesses and/or business models. The organization I
这个访谈提供了一个成功的软件咨询公司如何应对全球团队管理和人工智能兴起的挑战的见解。该公司提供软件开发和云计算方面的咨询服务。它在包括美国和印度在内的多个国家设有办事处。Srini Rajnikanth在IT服务行业拥有超过25年的经验,是一位经验丰富的商业领袖,专门从事数字技术和软件开发咨询。他的专业知识涵盖了广泛的领域,如战略发展、实践管理、大客户管理、业务和技术咨询、售前和大型项目交付。双子星公司连续三次进入inc5000强,成为美国增长最快的公司之一。他实行以人为本的领导风格,注重赋予员工权力。JGITM:请说出您的组织、角色,并简要描述其业务和/或业务模式。组织1
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引用次数: 0
“Nerds of a Feather”: Homophilic Drivers of Worldwide Video Game Viewership on Twitch “羽毛的书呆子”:Twitch上全球视频游戏收视率的同性恋驱动者
IF 2 4区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-07-03 DOI: 10.1080/1097198X.2023.2235231
Ravi Thambusamy, E. M. Church
ABSTRACT Twitch is a global online live streaming platform which is redefining how user-generated video content is produced and consumed. Streamers in countries all over the world have flocked to Twitch to broadcast themselves playing video games or engaging in other activities. Twitch has the potential to generate significant revenues for successful streamers. However, despite worldwide explosive growth in Twitch streamers, the number of streamers who actually gather a large enough viewer base to be called popular is rather small. This study examines these successful streamers and attempts to explain global Twitch viewership based on homophily and the tendencies of viewers to gravitate to streamers who seem most like themselves. A model of Twitch viewership is developed and tested based on four aspects of homophily. Ultimately, a Poisson panel regression analysis of data gathered on 207 of the most popular Twitch streamers from 27 countries shows that streamers who actively promote homophily in its various forms through their streaming practices have accrued a greater number of viewers than those who do not. The research’s implications for streamers, the Twitch platform itself, and researchers are also discussed.
Twitch是一个全球性的在线直播平台,它正在重新定义用户生成的视频内容是如何生产和消费的。世界各地的直播者都涌向Twitch,直播自己玩电子游戏或从事其他活动。Twitch有潜力为成功的流媒体用户创造可观的收入。然而,尽管Twitch主播在世界范围内呈爆炸式增长,但真正聚集了足够大的观众基础并被称为受欢迎的主播数量却相当少。本研究考察了这些成功的流媒体,并试图解释基于同质性和观众倾向于吸引谁看起来最像自己的流媒体的全球Twitch观众。基于同质性的四个方面,我们开发并测试了Twitch的收视率模型。最终,对来自27个国家的207名最受欢迎的Twitch主播的数据进行的泊松面板回归分析表明,通过流媒体实践积极促进各种形式的同质性的主播比那些不这样做的主播积累了更多的观众。该研究对流媒体,Twitch平台本身和研究人员的影响也进行了讨论。
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引用次数: 1
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Journal of Global Information Technology Management
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