Mining for computing jobs

IEEE Software

Volumn 27, Issue 1, 2010, Pages 78-85

  Aken, Andrew ^a   Litecky, Chuck ^a,b   Ahmad, Altaf ^a   Nelson, Jim ^a  

^a SOUTHERN ILLINOIS UNIVERSITY   (United States)

^b UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

Clustering; Computer and information science education; Data mining; Employment; Occupations; Software; Software engineering; Web mining

Indexed keywords

CURRENT COMPUTING; EDUCATIONAL INSTITUTIONS; INFORMATION NEED; INFORMATION SCIENCE EDUCATION; SOFTWARE; WEB CONTENT MINING; WEB MINING;

CLUSTER ANALYSIS; EMPLOYMENT; ENGINEERING EDUCATION; INFORMATION SCIENCE; WORLD WIDE WEB;

COMPUTER SOFTWARE;

EID: 75149197331     PISSN: 07407459     EISSN: None     Source Type: Journal    
DOI: 10.1109/MS.2009.150     Document Type: Article

References (15)

1. K.S. Koong, L.C. Liu, and X. Liu, "A Study of the Demand for Information Technology Professionals in Selected Internet Job Portals," J. Information Systems Education, vol.13, no.1, 2002, pp. 21-28.
2. R. Kosala and H. Blockeel, "Web Mining Research: A Survey," Explorations, vol.2, no.1, 2000, pp. 1-15.
3. B. Prabhakar, C.R. Litecky, and K. Arnett, "IT Skills in a Tough Job Market," Comm. ACM, vol.48, no.10, 2005, pp. 91-94.
4. A.J. Aken and M.D. Michalisin, "The Impact of the Skills Gap on the Recruitment of MIS Graduates," Proc. 2007 ACM Special Interest Group Management Information Systems Computer Personnel Research Conf. (CPR 07), ACM Press, 2007, pp. 105-111.
5. J.F. Hair et al., Multivariate Data Analysis, 6th ed., Pearson Education, 2006.
6. S. Chakrabarti, Mining the Web, Morgan Kaufmann, 2002.
7. R. Cooley, B. Mobasher, and J. Srivastava, "Web Mining: Information and Pattern Discovery on the World Wide Web," Proc. 9th Int'l Conf. Tools with Artificial Intelligence (ICTAI 97), IEEE CS Press, 1997, pp. 558-567.
8. I.A. Tondel, M.G. Jaatun, and P.H. Meland, "Security Requirements for the Rest of Us: A Survey," IEEE Software, vol.25, no.1, 2008, pp. 20-27.
9. D. Callahan and B. Pedigo, "Educating Experienced IT Professionals by Addressing Industry's Needs," IEEE Software, vol.19, no.5, 2002, pp. 57-62.
10. D. Spinellis, "Open Source and Professional Advancement," IEEE Software, vol.23, no.5, 2006, pp. 70-71.
11. L. Chen, A. Muthitacharoen, and M.N. Frolick, "Investigating the Use of Role Play Training to Improve the Communication Skills of IS Professionals," J. Computer Information Systems, vol.43, no.3, 2004, pp. 67-74.
12. M.J. Gallivan, D.P. Truex, and L. Kvasny, "Changing Patterns in IT Skill Sets 1988-2003: A Content Analysis of Classified Advertising," Database for Advances in Information Systems, vol.35, no.3, 2004, pp. 64-87.
13. K.L. Choong, and H. Hyo-Joo, "Analysis of Skills Requirements for Entry-Level Programmer/Analysts in Fortune 500 Corporations," J. Information Systems Education, vol.19, no.1, 2008, pp. 17-27.
14. "Online Help-Wanteds Outstripping Print," MarketingVox.com, 21 Dec. 2006; www.marketingvox.com/online-help-wanteds-outstripping-print-026135.
15. M. Oneal, "5 Newspaper Giants in Talks about Online Ad Network," ChicagoTribune.com, 6 Nov. 2007; http://archives.chicagotribune. com/2007/nov/06/business/chi-tue-tribune-1106nov06.