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Mapping the Research on Artificial Intelligence and Entrepreneurship 人工智能与创业研究图谱
Q1 Social Sciences Pub Date : 2024-05-17 DOI: 10.4018/ijeei.343790
S. Boateng, O. Penu, Joseph Budu, Richard Boateng, J. Marfo, T. Anning-Dorson, F. Broni
Despite the increasing popularity and research focus on the application of artificial intelligence (AI) in entrepreneurship, no comprehensive bibliometric analysis of relevant papers has been conducted. Our review examines 127 Scopus-indexed publications from 2007 to October 2023. The inquiry explores thematic progression, geographical production trends, and seminal works shaping the discourse. Notably, while authors from Asia, mainly China, lead in publication volume, influential works from the USA, the UK, and Australia attract significant scholarly attention. The analysis reveals a prominent trend: highly cited papers often lack theoretical frameworks, with literature reviews and conceptual analyses prevailing over empirical investigations. When theoretical foundations are present, diverse theories are often amalgamated. In conclusion, our review highlights numerous avenues for future academic exploration in this domain. Pragmatically, our effort, the first of its kind, consolidates fragmented insights, providing a cohesive understanding of AI's pivotal role in entrepreneurship.
尽管人工智能(AI)在创业中的应用越来越受欢迎,研究重点也越来越集中,但尚未对相关论文进行全面的文献计量分析。我们对 2007 年至 2023 年 10 月期间的 127 篇 Scopus 索引出版物进行了审查。调查探讨了主题进展、地域生产趋势以及影响论述的开创性作品。值得注意的是,虽然来自亚洲(主要是中国)的作者在论文发表量上遥遥领先,但来自美国、英国和澳大利亚的有影响力的作品也吸引了大量学者的关注。分析揭示了一个突出的趋势:高被引论文往往缺乏理论框架,文献综述和概念分析多于实证研究。在有理论基础的情况下,不同的理论往往被混为一谈。总之,我们的综述强调了该领域未来学术探索的众多途径。实事求是地说,我们的努力是同类研究中的首创,它整合了零散的见解,提供了对人工智能在创业中的关键作用的连贯理解。
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引用次数: 0
Exploring Customer Feedback on Their Hotel Experiences in Vietnam 探讨顾客对越南酒店体验的反馈
Q1 Social Sciences Pub Date : 2023-09-12 DOI: 10.4018/ijeei.330023
Ha Thi Thu Nguyen, Thao Phan Huong, Anh Le Thi Tram, Thao Viet Tran
Over the past twenty years, customer experience has attracted the attention of researchers and business executives. For the hotel service industry, understanding customer experience becomes a necessity, as it is one of the top goals for hotel survival. With the development of e-commerce and the globalized hotel industry, customers are easily shared on online booking sites, making hotel managers work harder to design a good customer experience management plan. This chapter proposes an approach to analyzing data from customers' online reviews with their experiences to understand their emotional and psychological states after using Vietnamese hotel services. The Python language is used for statistical analysis of these data, and the Vander library measures customers' positive and negative views after the hotel service experience. The results show that most customers are satisfied with Vietnamese hotel services, and less than 10% are dissatisfied with aspects such as staff, price, check-in, and location.
在过去的二十年里,客户体验吸引了研究人员和企业高管的注意。对于酒店服务行业来说,了解客户体验是必不可少的,因为这是酒店生存的首要目标之一。随着电子商务的发展和酒店行业的全球化,客户很容易在在线预订网站上共享,这使得酒店管理者更加努力地设计一个好的客户体验管理计划。本章提出了一种方法来分析客户的在线评论数据与他们的经验,了解他们的情绪和心理状态后,使用越南酒店服务。使用Python语言对这些数据进行统计分析,Vander库测量顾客在酒店服务体验后的积极和消极看法。结果显示,大多数顾客对越南酒店的服务感到满意,不到10%的顾客对员工、价格、入住和位置等方面不满意。
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引用次数: 0
Citizens' Intentions to Adopt Innovative E-Government Services 公民采用创新电子政务服务的意愿
Q1 Social Sciences Pub Date : 2023-08-09 DOI: 10.4018/ijeei.327787
Ahmad Adeel, Sajid Mohy Ul din, Kaleem Ahmed, S. A. Khan, Hafiz Muhammad Bilal Hanif, Yahya Qasim Daghriri
The aim of this research is to understand role of citizens' perception of legitimacy and trust on the government on the relationship between perceived usefulness of innovative e-government services and citizens' intentions to adopt innovative e-government services in Pakistan. The authors used both qualitative and quantitative methods in two studies and collected data with mixed survey technique for the inclusion of the perception of the citizens from both sample groups. Data collected in both of the studies was then analyzed with KH Coder 3 for co-occurrence network and with Mplus 7.0 for random coefficient models. Results shown that trust on the government as affected by perception of legitimacy emerged as moderators of the relationship between perceived usefulness of innovative e-government services and intentions to adopt innovative e-government services in addition to simple moderation and mediated moderation, joint effect of perceived usefulness of innovative e-government services, trust on the government, and perception of legitimacy, found for intentions to adopt innovative e-government services. This research will help policy makers and government officials to understand, what might be hindering citizens' adoption of innovative e-government services and what they need to focus on in addition to useful features of the digitalized government services.
本研究的目的是了解巴基斯坦公民对政府合法性的感知和对政府的信任在创新电子政务服务的感知有用性与公民采用创新电子政务服务的意愿之间的关系中的作用。作者在两项研究中使用了定性和定量方法,并使用混合调查技术收集数据,以包括两个样本组的公民的看法。然后用KH Coder 3进行共现网络分析,用Mplus 7.0进行随机系数模型分析。结果表明,受合法性感知影响的政府信任成为创新电子政务服务感知有用性与采用创新电子政务服务意愿之间关系的调节因子,除了简单调节因子和中介调节因子外,创新电子政务服务感知有用性、政府信任和合法性感知的联合效应还发现了采用创新电子政务服务意愿。这项研究将有助于决策者和政府官员了解,什么可能会阻碍公民采用创新的电子政务服务,以及他们需要关注的除了数字化政府服务的有用功能。
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引用次数: 2
Factors Affecting Techno-Entrepreneurship Innovation and Growth in Developing Economies 影响发展中经济体技术创业创新与增长的因素
Q1 Social Sciences Pub Date : 2022-01-01 DOI: 10.4018/ijeei.301609
In many countries, entrepreneurs witnessed a considerable concern by governments and individuals due to its positive impact on individual interest in particular and the economic growth in general. Many individuals rely on government to secure a job which impose a huge burden on the government sector. The adoption of techno-entrepreneurship as a solution to create new job opportunities experienced several challenges to grow-up. However, the Critical Success Factors (CSFs) enabled many individuals to startup a new venture or transform their business effectively into the virtual platform such as social media. A survey instrument was distributed to 250 entrepreneurs effectively using technology as a platform for their venture. Out of which 204 were completed and used in the analysis which determined 81% as the overall response rate. The results of the study reveal a positive and significant relationship between the 7 CSFs and the venture success, and that also indicates a notable impact of the CSFs on the startups.
在许多国家,企业家受到政府和个人的极大关注,因为它对个人利益特别是经济增长产生积极影响。许多人依靠政府来找工作,这给政府部门带来了巨大的负担。采用技术创业作为创造新就业机会的解决方案在成长过程中经历了几次挑战。然而,关键成功因素(CSFs)使许多人能够启动一个新的企业或将他们的业务有效地转变为虚拟平台,如社交媒体。向250名有效利用技术作为创业平台的企业家分发了一份调查工具。其中204例完成并用于分析,确定81%为总有效率。研究结果表明,7个企业文化与创业成功之间存在显著的正相关关系,这也表明企业文化对创业公司的影响是显著的。
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引用次数: 0
IMPACT OF PANDEMIC ON ENTREPRENEURIAL ECOSYSTEMS 疫情对创业生态系统的影响
Q1 Social Sciences Pub Date : 2022-01-01 DOI: 10.4018/ijeei.301610
M. Victor, N. Elangovan
Entrepreneurship is crucial for the global economy, as it helps ideas develop from the drawing board to an executable stage. An excellent economic state of a country is the outcome of a well-designed system where the stakeholders interact with each other towards innovation and social development. This study is an empirical investigation into the Covid pandemic and its effects on Indian entrepreneurial eco-system. Primary data was collected from 155 entrepreneurs of India, who were independent and first movers of entrepreneurs in their family during Covid times. Poor planning, exhausting resources, a slowdown in productivity, lower employment and employee retention were the after-effects of the pandemic. It was found that the pandemic negatively affected the entrepreneurial ecosystem and its stakeholders. However, Constant support by the government and well-designed policy measures would help assist existing businesses affected due to Covid-19 and encourage the entrepreneurial future in India
创业对全球经济至关重要,因为它有助于思想从绘图板发展到可执行阶段。一个国家良好的经济状况是一个精心设计的体系的结果,在这个体系中,利益相关者相互作用,促进创新和社会发展。本研究是对新冠肺炎疫情及其对印度创业生态系统影响的实证研究。主要数据是从155名印度企业家那里收集的,他们在新冠肺炎期间是独立的,是家庭中企业家的先行者。规划不力、资源枯竭、生产力下降、就业率下降和员工留任是疫情的后遗症。研究发现,疫情对创业生态系统及其利益相关者产生了负面影响。然而,政府的持续支持和精心设计的政策措施将有助于帮助受新冠肺炎影响的现有企业,并鼓励印度的创业未来
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引用次数: 0
Effects of Boundaryless Digital Platforms on Transnational Entrepreneurship 无边界数字平台对跨国创业的影响
Q1 Social Sciences Pub Date : 2022-01-01 DOI: 10.4018/ijeei.301608
This paper examines the effects of digital platforms (e-platforms) on transnational e-entrepreneurship (TEE) through the lens of the digital entrepreneurial ecosystem framework. It propose that TEE research should be conducted in a transnational e-entrepreneurial ecosystem framework that combines the digital ecosystem and host- and home-country entrepreneurial ecosystems. Based on the experiences of twelve Chinese immigrants living in Australasia, the framework was validated through case studies of two Chinese digital platforms. The results show that e-platforms bridge host and home-country ecosystems in addition to playing roles in e-trading business. E-platforms enable micro, small and medium e-enterprises (MSME) owners to operate in the same manner as large enterprises in transnational markets. The author concludes that future research themes for TEE study should link e-entrepreneurs with e-platforms and dual (host- and home-country) entrepreneurial ecosystems. It suggests that researchers and policymakers need to emphasize the availability and functionalities of MSME.
本文通过数字创业生态系统框架的视角,考察了数字平台对跨国电子创业的影响。它建议TEE研究应在一个跨国电子创业生态系统框架中进行,该框架将数字生态系统与东道国和母国的创业生态系统相结合。基于12名居住在澳大拉西亚的中国移民的经验,通过两个中国数字平台的案例研究验证了该框架。结果表明,电子平台除了在电子交易业务中发挥作用外,还连接了东道国和母国的生态系统。电子平台使微型、小型和中型电子企业所有者能够以与跨国市场中的大型企业相同的方式运营。作者得出结论,TEE研究的未来研究主题应将电子企业家与电子平台和双重(东道国和母国)创业生态系统联系起来。这表明研究人员和政策制定者需要强调中小微企业的可用性和功能。
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引用次数: 1
Ideenumsetzung Ideenumsetzung
Q1 Social Sciences Pub Date : 2019-01-01 DOI: 10.1007/978-3-658-27429-0_4
T. Kollmann
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引用次数: 0
Ideenintensivierung und -fortführung 思想的强化和延续
Q1 Social Sciences Pub Date : 2019-01-01 DOI: 10.1007/978-3-322-92085-0_5
T. Kollmann
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引用次数: 0
Reality Mining, Location Based Services and E-Business Opportunities: The Case of City Analytics 现实挖掘,基于位置的服务和电子商务机会:城市分析的案例
Q1 Social Sciences Pub Date : 2011-04-01 DOI: 10.4018/978-1-4666-2946-2.CH007
J. A. A. Montes, A. Gutierrez, E. Fernández, Alfredo Romeo
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引用次数: 1
Market Orientation in Emerging Firms – Towards a More Rigorous Understanding of Entrepreneurial Marketing 新兴企业的市场导向——对企业营销的更严格理解
Q1 Social Sciences Pub Date : 2010-10-01 DOI: 10.4018/978-1-61520-597-4.CH003
Malte Brettel, A. Engelen, Florian Heinemann, Andreas Kessell
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引用次数: 4
期刊
International Journal of E-Entrepreneurship and Innovation
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