최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기디지털융복합연구 = Journal of digital convergence, v.19 no.7, 2021년, pp.95 - 111
정직한 (워싱턴 주립대학교 경제학과)
Despite the innovation of AI and Big Data, theoretical research bout the effect of AI and Big Data on market competition is still in early stages; therefore, this paper analyzes the effect of AI, Big Data, and data sharing on an entry firm by using game theory. In detail, the firms' business environ...
D. Zhang, S et al. (2021). The AI Index 2021 Annual Report. Stanford : Stanford University.
McKinsey & Company. (2020). Global Survey: The State of AI in 2020. New York : McKinsey
H. Varian. (2018). Artificial Intelligence, Economics, and Industrial Organization. National Bureau of Economic Research Working Papers 24839.
P. Bajari, D. Nekipelov, S. P. Ryan & M. Yang. (2015). Demand Estimation with Machine Learning and Model Combination. American Economic Review, 105 (5), 481-85.
J. Kleinberg, J. Ludwig, S. Mullainathan & Z. Obermeyer. (2015). Prediction Policy Problems. Amer ican Economic Review 105 (5), 491-95.
M. Farboodi, R. Mihet, T. Philippon & L. Veldkamp. (2019). Big Data and Firm Dynamics. National Bur eau of Economic Research Working Papers 25515.
M. I. Jordan & T. M. Mitchell. (2015). Machine Learning: Trends, Perspectives, and Prospects. Science 349(6245) 255-260.
I. M. Cockburn, R. Henderson & S. Stern. (2018). The Impact of Artificial Intelligence on Innovation. National Bureau of Economic Research Working Papers 24449.
D. R. Shin. (2010). The Effect of the Application of an Agreement based on Game Theory about Corporal Punishment to Students' School Life Satisfaction. Journal of Digital Convergence, 8(3), 1-17. UCI : G704-002010.2010.8.3.001
G. Urban, A. Timoshenko, P. Dhillon & J. R. Hauser. (2020), Is Deep Learning a Game Changer for Marketing Analytics?, MIT Sloan Management Review, 61(2), 70-6.
I. C. Reimers & J. Waldfogel. (2020). Digitization and Pre-Purchase Information: The Causal and Welfare Impacts of Reviews and Crowd Ratings. National Bureau of Economic Research Working Papers 26776.
X. Liu, D. Lee & K. Srinivasan. (2019), Large-Scale Cross-Category Analysis of Consumer Review Content on Sales Conversion Leveraging Deep Learning, Journal of Marketing Research, 46(6), 918-43.
A. Timoshenko & J. R. Hauser (2019), Identifying Customer Needs from User-Generated Content, Marketing Science, 38 (1), 1-20.
M. Wan et al. (2017). Modeling Consumer Preferences and Price Sensitivities from Large-scale Grocery Shopping Transaction Logs. In Proceedings of the 26th International Conference on World Wide Web.. 1103-1112.
S. Ahtey, D. Blei, R. Donnelly, F. Ruiz & T. Schmidt. (2018). Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data. In AEA Papers and Proceedings, 108, 64-67.
F. J. Ruiz, S. Athey & D. M. Blei. (2017) Shopper: A Probabilistic Model of Consumer Choice with Substitutes and Complements. arXiv preprint arXiv:1711.03560
J. L. Loyer, E. Henriques, M. Fontul & S. Wiseall. (2016). Comparison of Machine Learning Methods Applied to the Estimation of Manufacturing Cost of Jet Engine Components. International Journal of Produ ction Economics 178, 109-119.
M. K. Shin. (2018.8.17.). At Logistic and Manufacturing Site."Well-made AI, I Do Not Envy Ten Workers". Dong-A Ilbo. https://www.donga.com/news/Economy/article/all/20180816/91547679/1
D. Acemoglu, & P. Restrepo. (2018). Artificial Intelligence, Automation and Work. National Bureau of Economic Research Working Papers 24196.
N. Wingfield (2017. 9. 10). As Amazon Pushes Forward with Robots, Workers Find New Roles. The New York Times. https://www.nytimes.com/2017/09/10/technology/amazon-robots-workers.html
R. Evans & J. Gao. (2016). Deepmind AI Reduces Google Data Centre Cooling Bill by 40%. DeepMind blog 20. https://deepmind.com/blog/article/deepmind-ai-reduces-google-data-centre-cooling-bill-40
H. S. Lee et al. (2020.7.28.) LG, Automating Production in Secondary Partners Using AI and Big-Data. Maeil Business Newspaper. https://www.mk.co.kr/news/special-edition/view/2020/07/768385/
*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.
Free Access. 출판사/학술단체 등이 허락한 무료 공개 사이트를 통해 자유로운 이용이 가능한 논문
※ AI-Helper는 부적절한 답변을 할 수 있습니다.