题名

Research on the Status of E-Commerce Development Based on Big Data and Internet Technology

DOI

10.7903/ijecs.1977

作者

Chung-Lien Pan;Ya Liu;Yu-Chun Pan

关键词

Internet ; Big Data ; technology ; E-commerce ; co-occurrence network

期刊名称

International Journal of Electronic Commerce Studies

卷期/出版年月

13卷2期(2022 / 06 / 01)

页次

27 - 47

内容语文

英文

中文摘要

Cross-border cooperation in big data, Internet technology, and e-commerce plays an important role in guiding the people-oriented development of technology applications. In order to provide the latest research fronts of e-commerce development in the new era, this study used the VOSviewer to systematically review the development status of e-commerce supported by big data and Internet technology on the basis of mapping 265 kinds of literature retrieved from The Web of Science database from 1989 to 2020. This paper produces a concise research cluster map based on the co-occurrence network of key phrase data. The clusters cover keyword overview, major countries, organizations, top-level sources, co-citation networks, and bibliographical coupling networks. The analysis of the key phrases map shows that there is still a big gap in the research of e-commerce. With the progress and popularization of the Internet, the public has become more and more interested in electronic transactions, and e-commerce has become more popular. The research on country and organization cluster shows that, with China, the United States, and the United Kingdom as the typical examples, countries with dominant data resources have a greater influence on the organization cluster and source cluster, and are more closely related to each other. To source coupled-cluster analysis and bibliography from a total of two aspects has carried on the more in-depth research, studies have shown that e-commerce topics focused on production and economic research subject, "international journal of production research", "the mis quarterly" and "sustainability Basel " are thought to be the highest rate in publications, in e-commerce and the network technology research field, the "sustainability" is the dominant top journals. At the same time, publications with high co-citation rates have a high degree of bibliographic coupling.

主题分类 基礎與應用科學 > 資訊科學
社會科學 > 經濟學
社會科學 > 財金及會計學
社會科學 > 管理學
参考文献
  1. Andersson, J.,Hellsmark, H.,Sandén, B. A.(2018).Shaping factors in the emergence of technological innovations: The case of tidal kite technology.Technological Forecasting and Social Change,132,191-208.
  2. Avlonitis, G. J.,Karayanni, D. A.(2000).The impact of internet use on business-to-business marketing.Industrial Marketing Management,29(5),441-459.
  3. Barenji, A. Vatankhah,Liu, X. L.,Guo, H. Y.,Li, Z.(2020).A digital twin-driven approach towards smart manufacturing: reduced energy consumption for a robotic cellular.International Journal of Computer Integrated Manufacturing,34(7-8),1-16.
  4. Brous, P.,Janssen, M.(2015).Advancing e-government using the Internet of things: A systematic review of benefits.Electronic Government,Cham:
  5. Caputo, F.,Scuotto, V.,Carayannis, E.,Cillo, V.(2018).Intertwining the internet of things and consumers’ behaviour science: Future promises for businesses.Technological Forecasting and Social Change,136,277-284.
  6. Chen, C.(2005).CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature.Journal of the American Society for Information Science & Technology,57(3),359-377.
  7. Ciruela-Lorenzo, A. M.,Del-Aguila-Obra, A. R.,Padilla-Meléndez, A.,Plaza-Angulo, J. J.(2020).Digitalization of agri-cooperatives in the smart agriculture context. proposal of a digital diagnosis tool.Sustainability,12(4),1325.
  8. Correa, T.(2016).Digital skills and social media use: How Internet skills are related to different types of Facebook use among ‘digital natives’.Information, Communication & Society,19(8),1095-1107.
  9. Côrte-Real, N.,Ruivo, P.,Oliveira, T.(2020).Leveraging internet of things and big data analytics initiatives in European and American firms: Is data quality a way to extract business value?.Information & Management,57(1),48-51.
  10. Cotet, C. E.,Deac, G. C.,Deac, C. N.,Popa, C. L.(2020).An innovative industry 4.0 cloud data transfer method for an automated waste collection system.Sustainability,12(5),1839.
  11. Dachyar, M.,Zagloel, T. Y. M.,Saragih, L. R.(2019).Knowledge growth and development: internet of things (IoT) research, 2006–2018.Heliyon,5(8),1-12.
  12. de Solla Price, D. J.(1965).Networks of scientific papers.Science,149(3683),510-515.
  13. Farooq, M. U.,Waseem, M.,Khairi, A.,Mazhar, S.(2015).A critical analysis on the security concerns of internet of things (iot).International Journal of Computer Applications,111(7),1-6.
  14. Glänzel, W.(2018).Expression of concern: Bibliometric study of electronic commerce research in information systems & mis journals.Scientometrics,114(3),1423.
  15. Gubbi, J.,Buyya, R.,Marusic, S.,Palaniswami, M.(2013).Internet of Things (IoT): A vision, architectural elements, and future directions.Future Generation Computer Systems,29(7),1645-1660.
  16. Gurtner, S.,Reinhardt, R.,Soyez, K.(2014).Designing mobile business applications for different age groups.Technological Forecasting and Social Change,88,177-188.
  17. Hwang, Y. H.(2015).IoT Security & Privacy: Threats and Challenges.Proc. The 1st ACM Workshop on IoT Privacy, Trust, and Security - IoTPTS ’15,Singapore, Republic of Singapore:
  18. Iqbal, J.,Khan, M.,Talha, M.,Farman, H.,Jan, B.,Muhammad, A.,Khattak, H. A.(2018).A generic internet of things architecture for controlling electrical energy consumption in smart homes.Sustainable Cities and Society,43,443-450.
  19. Islam, S. M. Riazul,Kwak, Daehan,Kabir, M. Humaun,Hossain, M.,Kwak, Kyung-Sup(2015).The internet of things for health care: a comprehensive survey.IEEE Access,3,678-708.
  20. Kamble, S. S.,Gunasekaran, A.,Gawankar, S. A.(2020).Achieving sustainable performance in a data-driven agriculture supply chain: A review for research and applications.International Journal of Production Economics,219,179-194.
  21. Kang, H. S.,Lee, J. Y.,Choi, S. S.,Kim, H.,Park, J. H.,Son, J. Y.,Kim, B. H.,Noh, S. D.(2016).Smart manufacturing: Past research, present findings, and future directions.International Journal of Precision Engineering and Manufacturing-Green Technology,3(1),111-128.
  22. Khatua, P. K.,Ramachandaramurthy, V. K.,Kasinathan, P.,Yong, J. Y.,Pasupuleti, J.,Rajagopalan, A.(2020).Application and assessment of internet of things toward the sustainability of energy systems: Challenges and issues.Sustainable Cities and Society,53,2-10.
  23. Kumar, M.,Graham, G.,Hennelly, P.,Srai, J.(2016).How will smart city production systems transform supply chain design: a product-level investigation.International Journal of Production Research,54(23),7181-7192.
  24. Li, J.,Ma, C.,Guo, M. R.,Gao, L. L.,Gu, G. Q.(2019).Development status and technical framework of internet-plus modern agriculture.Proc. 2018 the 10th International Conference on Computer and Automation Engineering,Brisbane, Australia:
  25. Liu, J. S.,Lu, L. Y. Y.,Lu, W. M.(2016).Research fronts in data envelopment analysis.Omega,58,33-45.
  26. Liu, Y.,Zhang, Y. F.,Ren, S.,Yang, M. Y.,Wang, Y. T.,Huisingh, D.(2020).How can smart technologies contribute to sustainable product lifecycle management?.Journal of Cleaner Production,249,1-4.
  27. Lu, C.,Qiu, W. H.,Cheng, X. L.(2018).Research on aviation big data and e-commerce applications.Proc. 2017 International Conference on Electronic, Control, Automation and Mechanical Engineering,Sanya, China:
  28. Ma, S. Y.,Zhang, Y. F.,Ren, S.,Yang, H. D.,Zhu, Z. F.(2020).A case-practice-theory-based method of implementing energy management in a manufacturing factory.International Journal of Computer Integrated Manufacturing,34(7-8),1-15.
  29. Meyer, E. T.,Schroeder, R.(2016).The net as a knowledge machine: How the Internet became embedded in research.New Media & Society,18(7),1159-1189.
  30. Nagy, J.,Oláh, J.,Erdei, E.,Máté, D.,Popp, J.(2018).The role and impact of industry 4.0 and the internet of things on the business strategy of the value chain—the case of hungary.Sustainability,10(10),3491.
  31. Noori, N.,Hoppe, T.,de Jong, M.(2020).Classifying pathways for smart city development: comparing design, governance and implementation in Amsterdam, Barcelona, Dubai, and Abu Dhabi.Sustainability,12(10),4030.
  32. Oosthuizen, G.(1998).Security issues related to E-commerce.Network Security,1998(5),10-11.
  33. Park, K. T.,Kang, Y. T.,Yang, S. G.,Zhao, W. B.,Kang, Y. S.,Im, S. J.,Kim, D. H.,Choi, S. Y.,Do Noh, S.(2020).Cyber physical energy system for saving energy of the dyeing process with industrial internet of things and manufacturing big data.International Journal of Precision Engineering and Manufacturing-Green Technology,7(1),219-238.
  34. Queiroz, M. M.,Wamba, S. Fosso,Machado, M. C.,Telles, R.(2020).Smart production systems drivers for business process management improvement: An integrative framework.Business Process Management Journal,26(5),1075-1092.
  35. Ruiz-Rosero, J.,Ramirez-Gonzalez, G.,Williams, J.,Liu, H.,Khanna, R.,Pisharody, G.(2017).Internet of things: a scientometric review.Symmetry,9(12),301.
  36. Saarikko, T.,Westergren, U. H.,Blomquist, T.(2017).The internet of things: Are you ready for what’s coming?.Business Horizons,60(5),667-676.
  37. Sanchez, M.,Exposito, E.,Aguilar, J.(2020).Industry 4.0: survey from a system integration perspective.International Journal of Computer Integrated Manufacturing,33(10-11),1017-1041.
  38. Serrano-Cobos, J.(2016).Tendencias tecnológicas en internet: hacia un cambio de paradigma.El Profesional de la Información,25(6),843-850.
  39. Sheth, A.(2014).Transforming big data into smart data: Deriving value via harnessing volume, variety, and velocity using semantic techniques and technologies.Conf. 2014 IEEE 30th International Conference on Data Engineering,Chicago, IL, USA:
  40. Singh, V. K.,Banshal, S. K.,Singhal, K.,Uddin, A.(2015).Scientometric mapping of research on ‘Big Data’.Scientometrics,105(2),727-741.
  41. Šorgo, A.,Bartol, T.,Dolničar, D.,Podgornik, B. Boh(2017).Attributes of digital natives as predictors of information literacy in higher education: Digital natives and information literacy.British Journal of Educational Technology,48(3),749-767.
  42. Stanislav, M.,Beardsley, T.(2015).Hacking iot: a case study on baby monitor exposures and vulnerabilities.Rapid,7,17.
  43. Su, X. W.,Li, X.,Kang, Y. X.(2019).A bibliometric analysis of research on intangible cultural heritage using citespace.SAGE Open,9(2),1-15.
  44. Tellez, M.,El-Tawab, S.,Heydari, H. M.(2016).Improving the security of wireless sensor networks in an IoT environmental monitoring system.Conf. 2016 IEEE Systems and Information Engineering Design Symposium,Charlottesville, VA, USA:
  45. Tiwari, K.,Khan, M. S.(2020).Sustainability accounting and reporting in the industry 4.0.Journal of Cleaner Production,258,1-12.
  46. Tsai, Y. T.,Wang, S. C.,Yan, K. Q.,Chang, C. M.(2017).Precise positioning of marketing and behavior intentions of location-based mobile commerce in the internet of things.Symmetry,9(8),139.
  47. Tzavela, E. C.,Karakitsou, C.,Halapi, E.,Tsitsika, A. K.(2017).Adolescent digital profiles: A process-based typology of highly engaged internet users.Computers in Human Behavior,69,246-255.
  48. Uden, L.,He, W.(2017).How the internet of things can help knowledge management: a case study from the automotive domain.Journal of Knowledge Management,21(1),57-70.
  49. van Deursen, A. J. A. M.,Mossberger, K.(2018).Any thing for anyone? a new digital divide in internet-of-things skills: a new digital divide in internet-of-things skills.policy & internet,10(2),122-140.
  50. Wachter, S.(2018).Normative challenges of identification in the internet of things: Privacy, profiling, discrimination, and the GDPR.Computer Law & Security Review,34(3),436-449.
  51. Wamba, S. Fosso,Akter, S.,Edwards, A.,Chopin, G.,Gnanzou, D.(2015).How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study.International Journal of Production Economics,165,234-246.
  52. Wang, I. K.,Seidle, R.(2017).The degree of technological innovation: A demand heterogeneity perspective.Technological Forecasting and Social Change,125,166-177.
  53. Weber, R. H.(2010).Internet of Things – New security and privacy challenges.Computer Law & Security Review,26(1),23-30.
  54. Xu, T.,Wendt, J. B.,Potkonjak, M.(2014).Security of IoT systems: Design challenges and opportunities.Conf. International Conference on Computer-Aided Design,San Jose, CA, USA:
  55. Yang, L.,Yang, S. H.,Plotnick, L.(2013).How the internet of things technology enhances emergency response operations.Technological Forecasting and Social Change,80(9),1854-1867.
  56. Yu, J.,Subramanian, N.,Ning, K.,Edwards, D.(2015).Product delivery service provider selection and customer satisfaction in the era of internet of things: A Chinese e-retailers’ perspective.International Journal of Production Economics,159,104-116.
  57. Yu, X. Y.,Roy, S. K.,Quazi, A.,Nguyen, B.,Han, Y. Q.(2017).Internet entrepreneurship and ‘the sharing of information’ in an internet-of-things context: The role of interactivity, stickiness, e-satisfaction and word-of-mouth in online SMEs’ websites.Internet Research,27(1),74-96.
  58. Zhang, C.,Pei, X.(2019).Research on logistics cost control of e-commerce enterprises under the background of ‘Dazhi Yiyun’—Taking Jingdong mall as an example.Modern Management,9(3),408-413.
  59. Zhao, K.,Ge, L.(2013).A survey on the internet of things security.Conf. 2013 Ninth International Conference on Computational Intelligence and Security,Emeishan, China: