Browse > Article
http://dx.doi.org/10.9708/jksci.2015.20.1.175

A Study on Customized Employment Strategy for Utilizing Big Data  

Koo, Gun-Seo (Dept. Digital Media, Soong Eui Women's College)
Publication Information
Journal of the Korea Society of Computer and Information / v.20, no.1, 2015 , pp. 175-183 More about this Journal
Abstract
In this paper, we propose a analyses the big data of students who are willing to find employment and thus presents strategy for their higher success rate of employment. The experiment covered in this paper is based on female two-year community college students who are yet unsure about their future employment. The primary flaw of pervious employment strategy was job opportunity was only based on simple factors such as student's grade, appearance, and personality due to employers and firms's demand. Therefore, students were less satisfied and often resign. In order to prevent these failures, this paper plans a strategy by analyzing the big data. Furthermore, this is proven by the comparison between 2014 employment statistics and those of previous years, and employment request has been 21.3 percent increased along with 81.4 percent increase in match rate between firms and graduating students. Most importantly, the final success rate of employment presented 63.1 percent increase compared to the previous year.
Keywords
Big Data; Vocational Preference Inventory; Adaptive Test; Employment Strategy;
Citations & Related Records
연도 인용수 순위
  • Reference
1 H. J. Kim, "A Study on the Effect of Employ ability Perception of University Student on Employment Strategies", Kyonggi University Master's Thesis, pp. 14-21, 2014.
2 A. K. Kim, H. G. Ryoo, "A study on school-to-work for university graduates in Korea", KRIVET, 2010.5.
3 Wikipedia, Unemployment and Unemployment Rate, http://ko.wikipedia.org/wiki/%EC%8B%A4%EC%97%85#.EC.B2.AD.EB.85.84.EC.8B.A4.EC.97.85_.EC.9D.B8.ED.95.9C_.EC.82.AC.ED.9A.8C.ED.98.84.EC.83.81
4 Yoingseon's IT Playground, "what is Bigdata", http://yoingseon.tistory.com/57?top3
5 G, B, Lee, "Implementation of Smart Government Using Bigdata", NISC, pp. 15-23, 2011.
6 Y. T. Lee, I. S. Baok, "KRIVET Issue Brief," KRIVET, No. 50. pp. 19-21, 2014. 4.
7 National Information Society Agency(NIA), "IT & Future Strategy," No. 3. 2012. 4.
8 National Statistical Office (NSO), "Employment Trend No 6(June)", 2014.6.
9 Korean Educational Development Institute (KEDI), "Statistics Yearbook for Employment of 2014 High Education Graduates(Linked with Health Insurance Database)," KEDI, pp. 46-52. 2014.10.
10 Gain Policy Sympathy, Active Employment Policies for the Youth, http://blog.naver.com/hellopolicy/150188881409
11 Seoul Ministry of Employment and Labor (SMOEL), "Labor market trend in the area of seoul," pp. 7-49. 2014. 7.