Browse > Article
http://dx.doi.org/10.6109/jkiice.2015.19.2.258

Research on Success and Failure of Mobile operating system using inductive learning based on ID3 algorithm  

Jin, Dong-Su (Department of Business administration, Kyungin womens's University)
Abstract
This research suggests critical factors affecting success and failure of several commercial mobile operating systems from Palm OS appearing in to main mobile OSs appearing in 2013. For this, we analyses several mobile operating cases, elicit factors affecting success and failure of mobile OS, and conduct ID3 based inductive learning analyses based on elicited factors and values in case dataset. Through this, we draw rules in success and failure of mobile OS and suggest strategic implications for the commercial success of mobile OS in perspective of innovation and globalization.
Keywords
Mobile OS; Inductive learning; ID3 algorithm; Innovation; Globalization;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 Y. M. Bae, S. J. Jung, and W.Y. Soh, "Trend analysis of Mobile Operating Systems," Journal of Security Engineering, vol.9, no.4,pp.343-356, Aug. 2012.
2 B.K. Lee, and S.Y. Shim, "An Analysis on Competition and Ecology of Mobile Platform : Based on the Continuous Usage Intention of Smart-Phone OS Platform," Journal of Korea institute of IT service, vol 11, no. 2, pp.19-45, Jun. 2012.   과학기술학회마을   DOI
3 Y.J. Jung and I.S.Kim, "Mobile operating system and development environment trend", Journal of Korea institute of Electronic engineering, vol 38, no.5,pp.41-48, May.2011.
4 J. R. Quinlan, Induction of decision trees. Machine Learning, Springer, pp. 81-106, 1986.
5 R.K. Yin, Case study research : Design and method, CA : Sage Publishing, ch4, pp. 67-81, 1994.
6 S.P. Oh, and I.H.Choi,"A study on comparision and analysis of SmartPhone's OS and feature," in Proceeding of Korea Institute of electronic engineering academy 2010, pp.2002-2007, 2011.
7 B.J. Jegal, "Smartphone market and Mobile OS trend," Market trend Technical report 2010, pp. 88-98, 2010.