| 摘要(英) |
In recent years, Along with the breakthrough of Machine Learning technology in the artificial intelligence, this technology is widely used in various fields. In this study, we analyze the change of social welfare and profits when the manufacturer imports the Machine Learning technology, and suppose that there are high quality and low quality manufacturers in the first period, and the high quality manufacturer use Machine Learning technology to improve the quality of their products in the first period, and convey the effect of Machine Learning to the second period through the intertemporal model. And find the variables through the backward induction in the second period, and use the variables to find the first period variables, finally, observe the relationship between the variables and the Machine Learning effect. And we found that when the manufacturer imports the Machine Learning technology, social welfare will increase when the Machine Learning effect increase. For high quality manufacturer, profits will increase when the Machine Learning effect increase, but for low quality manufacturer, profits will decrease when the Machine Learning effect increase. |
| 參考文獻 |
Beaver, G. (2002). “Strategy and management in the smaller enterprise”, Strategic Change 11
(June)： 175-181.
Brynjolfsson, E., Hitt, L. M., and H. H. Kim, (2011)” Strength in numbers： How does data-driven decisionmaking dffect dirm derformance?” ICIS 2011 Proceedings. 13.
Chang, R.Y. and C.H. Peng, (2014), “Cost asymmetry and vertical product licensing,” Asia-
Pacific Journal of Accounting and Economics, Forthcoming.
Choi, C. and H. Shin, (1992), “A comment on a model of vertical product differentiation”, Journal of Industrial Economics, 40, 229-232.
Donnenfeld, S. and S. Weber, (1992), “Vertical product differentiation with entry”, International Journal of Industrial Organization 10(3), 449-472.
Hestness , J. and S. Narang, (2017), “Deep learning scaling is predictable (empirically)”, arXiv preprint arXiv：1712.00409v1.
Motta, M, (1993), “Endogenous quality choice： price vs. quantity competition”, The Journal of Industrial Economics, 41(2),113-131.
Temperley, N. C., J. Galloway. and J. Liston, (2004), “SMEs in Australia’s high-Technology Industry： challenges and opportunities”, procite： 6f1eea06-a60c-464B-874e-10175a58bd44.
Tremblay C. H. and V. J. Tremblay, (2011), “The Cournot-Bertrand model and the degree of product differentiation”, Economics Letters, 111, 233-235.
Ronnen, U. (1991), “Minimum quality standards, fixed costs, and competition. RAND Journal of Economics”, 22, 490-504.
Shaked, A. and J. Sutton, (1982), “Relaxing price competition through product differentiation”, Review of Economic Studies, 49, 3-13.
Thornhill, S. (2006),” Knowledge, innovation and firm performance in high- and low-technology regimes”, Journal of Business Venturing 21, 687–703.
|
[Endnote RIS 格式]
[相關文章]
[文章引用]
[完整記錄]
[館藏目錄]
[檢視]
plurk
funp
live
udn
HD
myshare
netvibes
friend
youpush
delicious
baidu
Google bookmarks
del.icio.us
hemidemi
facebook
twitter
google
reddit