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NTIS 바로가기스마트미디어저널 = Smart media journal, v.11 no.10, 2022년, pp.54 - 64
김민준 (국립금오공과대학교 산업공학부)
A big data-driven digital transformation is defined as a process that aims to innovate companies by triggering significant changes to their capabilities and designs through the use of big data and various technologies. For a successful big data-driven digital transformation, reviewing related litera...
정소윤, 이재호, 김정해, "공공부문 디지털 트랜스포메이션 전략에 관한 연구," KIPA 연구보고서, pp. 1-556, 2020년?
P. C. Verhoef, T. Broekhuizen, Y. Bart, A. Bhattacharya, J. Q. Dong, N. Fabian, M. Haenlein, "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Vol. 122, pp. 889-901, Jan. 2021.?
Spending on digital transformation technologies and services worldwide from 2017 to 2025, https://www.statista.com/statistics/870924/worldwide-digital-transformation-market-size/ (accessed Oct., 20, 2022).?
정준모, 정윤세, "무역 디지털 트랜스포메이션을 위한 빅데이터 도입 및 활용에 관한 연구," 무역학회지, 제47권, 제3호, 57-73쪽, 2022년 6월?
이진수, "데이터 사이언스 기반의 디지털 트랜스포메이션," 방송과 미디어, 제22권, 제4호, 18-25쪽, 2017년 10월?
P. Kostakis, A. Kargas, "Big-data management: A driver for digital transformation?," Information, Vol. 12, No. 10, Oct. 2021.?
C. Papanagnou, A. Seiler, K. Spanaki, T. Papadopoulos, M. Bourlakis, "Data-driven digital transformation for emergency situations: The case of the UK retail sector," International Journal of Production Economics, Aug. 2022.?
X. Zhu, S. Ge, N. Wang, "Digital transformation: A systematic literature review," Computers Industrial Engineering, Vol. 162, Dec. 2021.?
A. Miklosik, N. Evans, "Impact of big data and machine learning on digital transformation in marketing: A literature review," IEEE Access, Vol. 8, 2020.?
Y. H. Choi, J. Jeong, K. H. Lee, "Research trends and knowledge structure of digital transformation in fashion," Journal of Digital Convergence, Vol. 19, No. 3, pp. 319-329, Mar. 2021.?
P. Verhoef, E. Kooge, N. Walk, "Creating value with big data analytics: Making smarter marketing decisions," Routledge, Jan. 2016.?
R. V. Kubler, J. E. Wieringa, K. H. Pauwels, "Machine learning and big data," Advanced methods for modeling markets, Springer, pp. 631-670, Aug. 2017.?
D. M. Blei, A. Y. Ng, M. I. Jordan, "Latent dirichlet allocation," Journal of Machine Learning Research, Vol. 3, pp. 993-1022, Mar. 2003.?
이정우, 이소연, "토픽 모델링을 활용한 메타버스 분야 국가 R&D 동향 분석," 스마트미디어저널, 제11권, 제8호, 9-20쪽, 2022년 9월?
강경화, "토픽모델링을 통한 북한의 경제정책 동향 분석," 스마트미디어저널, 제9권, 제4호, 44-51쪽, 2020년 12월?
C. Lim, P. P. Maglio, "Data-driven understanding of smart service systems through text mining," Service Science, Vol. 10, No. 2, pp.154-180, Jun. 2018.?
안근재, 신창원, "영어초록 키워드 분석을 통한 연구동향 분석: 생물교육학회지를 중심으로," 언어학연구, 제21권, 제1호, 57-78쪽, 2016년?
F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, ..., E. Duchesnay, "Scikit-learn: Machine learning in Python," Journal of Machine Learning Research, Vol. 12, pp. 2825-2830, Nov. 2011.?
U. Von Luxburg, "A tutorial on spectral clustering," Statistics and computing, Vol. 17, No. 4, pp. 395-416, Aug. 2007.?
L. Li, "Digital transformation and sustainable performance: The moderating role of market turbulence," Industrial Marketing Management, Vol. 104, pp. 28-37, Jul. 2022?
L. Guo, L. Xu, "The effects of digital transformation on firm performance: Evidence from China's manufacturing sector," Sustainability, Vol. 13, No. 22, Nov. 2021.?
F. Zhang, "Digital transformation of enterprise finance under big data and cloud computing," Wireless Communications and Mobile Computing, Vol. 2022, Mar. 2022.?
C. A. Gizelis, K. Nestorakis, A. Misargopoulos, F. Nikolopoulos-Gkamatsis, M. Kefalogiannis, P. Palaiogeorgou, A.M. Christonasis, K. Boletis, T. Giamalis, C. Charisis, "Decision support using AI: the data exploitation at telecoms in practice," Journal of Decision Systems, pp. 1-19, Jun. 2022.?
S. Akter, K. Michael, M. R. Uddin, G. McCarthy, M. Rahman, "Transforming business using digital innovations: The application of AI, blockchain, cloud and data analytics," Annals of Operations Research, pp. 1-33, May, 2020.?
P. Neirotti, D. Pesce, D. Battaglia, "Algorithms for operational decision-making: An absorptive capacity perspective on the process of converting data into relevant knowledge," Technological Forecasting and Social Change, Vol. 173, Dec. 2021.?
C. A. Escobar, M. E. McGovern, R. Morales-Menendez, "Quality 4.0: a review of big data challenges in manufacturing," Journal of Intelligent Manufacturing, Vol. 32, No. 8, pp. 2319-2334, Apr. 2021.?
R. Bonnard, M. D. S. Arantes, R. Lorbieski, K. M. M. Vieira, M. C. Nunes, "Big data/analytics platform for Industry 4.0 implementation in advanced manufacturing context," The International Journal of Advanced Manufacturing Technology, Vol. 117, No. 5, pp. 1959-1973, Aug. 2021.?
L. Shen, X. Zhang, H. Liu, "Digital technology adoption, digital dynamic capability, and digital transformation performance of textile industry: Moderating role of digital innovation orientation," Managerial and Decision Economics, Vol. 43, No. 6, pp. 2038-2054, Sep. 2022.?
M. Matarazzo, L. Penco, G. Profumo, R. Quaglia, "Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective," Journal of Business Research, Vol. 123, pp. 642-656, Feb. 2021.?
W. Liu, S. Wei, K. W. Li, S. Long, "Supplier participation in digital transformation of a two-echelon supply chain: Monetary and symbolic incentives," Transportation Research Part E: Logistics and Transportation Review, Vol. 161, May, 2022.?
R. Ishfaq, B. Davis Sramek, B. Gibson, "Digital supply chains in omnichannel retail: A conceptual framework," Journal of Business Logistics, Vol. 43, No. 2, pp. 169-188, 2022.?
W. C. Lu, I. C. Tsai, K. C. Wang, T. A. Tang, K. C. Li, Y. C. Ke, P. T. Chen, "Innovation resistance and resource allocation strategy of medical information digitalization," Sustainability, Vol. 13, No. 14, 2021.?
L. Fu, T. Teng, Y. Wang, L. He, "Data analysis model design of health service monitoring system for China's elderly population: The proposal of the FW model based on the collaborative governance theory of healthy aging," Healthcare, Vol. 9, No. 1, 2020.?
C. Fernandez-Rovira, J. A. Valdes, G. Mollevi, R. Nicolas-Sans, "The digital transformation of business. Towards the datafication of the relationship with customers," Technological Forecasting and Social Change, Vol. 162, Jan. 2021.?
N. A. K. Dam, T. Le Dinh, W. Menvielle, "Towards a conceptual framework for customer intelligence in the era of big data," International Journal of Intelligent Information Technologies (IJIIT), Vol. 17, No. 4, pp. 1-17, Oct. 2021.?
M. M. Visan, C. Ciurea, "Smart city: Concepts and two relevant components," International Journal of Computers Communications Control, Vol. 15, No, 2, Apr. 2020.?
M. Zekic-Susac, S. Mitrovic, A. Has, "Machine learning based system for managing energy efficiency of public sector as an approach towards smart cities," International Journal of Information Management, Vol. 58, Jun. 2021.?
R. Manita, N. Elommal, P. Baudier, L. Hikkerova, "The digital transformation of external audit and its impact on corporate governance," Technological Forecasting and Social Change, Vol. 150, Jan. 2020.?
F. De Santis, G. D'Onza, "Big data and data analytics in auditing: In search of legitimacy," Meditari Accountancy Research, Vol. 29, No. 5 Sep. 2021.?
A. G. Frank, L. S. Dalenogare, N. F. Ayala, "Industry 4.0 technologies: Implementation patterns in manufacturing companies," International Journal of Production Economics, Vol. 210, pp. 15-26, Apr. 2019.
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