|
ABSTRACT
Despite the benefits of information technology for corporations in staff recruitment (reduced time and costs per hire) the increased use also led to glut of applications especially in major enterprises. Therefore the companies forced to find the best candidate in times of a "War for Talent" need help to find this needle in a haystack. This help could be provided by recommender systems predominately used in e-commerce to recommend products or services to customers purchasing specific products. Recommender systems could assist the recruiter to find the adequate candidate within the applicant's database. In order to support this search and selection process we conduct a design science approach to integrate recommender systems in a holistic e-recruiting architecture and therewith provide a complete and new solution for IT support in staff recruitment.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
| |
1
|
Acharya, P. and Mahanty, B. (2008), Manpower shortage crisis in Indian information technology industry, International Journal of Technology Management, Volume 38, Number 3, pp. 235--247.
|
 |
2
|
Ritu Agarwal , Thomas W. Ferratt, Recruiting, retaining, and developing IT professionals: an empirically derived taxonomy of human resource practices, Proceedings of the 1998 ACM SIGCPR conference on Computer personnel research, p.292-302, March 26-28, 1998, Boston, Massachusetts, United States
[doi> 10.1145/279179.279223]
|
| |
3
|
Agarwal, R., and Ferratt, T.W. "Enduring Practices for Managing Information Technology Professionals," Communications of the ACM (44:7) 2002, pp 58--64.
|
| |
4
|
Albert, G. Betriebliche Personalwirtschaft Kiehl, Ludwigshafen a.R., 1998.
|
| |
5
|
Autor, D.H. "Wiring the labor market," Journal of Economic Perspectives (15:1 (winter)) 2001, pp 25--40.
|
| |
6
|
Barber, A.E. Recruiting employees Thousand Oaks, CA: Sage Publications, 1998.
|
| |
7
|
Beck, R., and Weitzel, T. "Some Economics of Vertical Standards: Integrating SMEs in EDI Supply Chains," in: Electronic Markets, 2005, pp. 313--322.
|
| |
8
|
Breaugh, J.A., and Starke, M. "Research on Employee Recruitment: So Many Studies, So Many Remaining Questions," Journal of Management (26:3) 2000, pp 405--434.
|
| |
9
|
Cappelli, P. "A Market-Driven Approach to Retaining Talent", Harvard Business Review, vol. 78, No. 1, 2000, pp.103--111.
|
| |
10
|
Carroll, M., Marchington, M., Earnshaw, J., and Taylor, S. "Recruitment in small firms: processes, methods and problems," Employee Relations (21:3) 1999, pp 236--250.
|
| |
11
|
Chambers, E.G., Foulon, F., Handfield-Jones, H., Hankin, S.M., and Michaels, E.G. "The War for Talent," The McKinsey Quarterly (1) 1998.
|
| |
12
|
DeSanctis, G. "Human Resource Information Systems: A Current Assessment", MIS Quarterly, March, Vol. 10 Issue 1, 1986, pp. 15--27.
|
| |
13
|
Eckhardt, A., Laumer, S. and Weitzel, T., "Extending the Architecture for a Next-Generation Holistic E Recruiting System" in: Proceedings of the 2008 International Conference on Information Resources Management (Conf--IRM), Niagara Falls, Ontario, Canada, 2008.
|
| |
14
|
Eckhardt, A., Weitzel, T., Koenig, W. and Buschbacher, J. "How to Convince People who don't Like IT to Use IT -- A Case Study On eRecruiting", in: 13th Americas Conference on Information Systems (AMCIS); Keystone, USA, 2007.
|
| |
15
|
Faerber, F., Keim, T., and Weitzel, T. "An Automated Recommendation Approach to Personnel Selection," 2003 Americas Conference on Information Systems, Tampa, 2003.
|
 |
16
|
Thomas W. Ferratt , Ritu Agarwal , Jo Ellen Moore , Carol V. Brown, Observations from “the front”: IT executives on practices to recruit and retain information technology professionals, Proceedings of the 1999 ACM SIGCPR conference on Computer personnel research, p.102-112, April 08-10, 1999, New Orleans, Louisiana, United States
[doi> 10.1145/299513.299628]
|
| |
17
|
Frank, F.D., Finnegan, R.P. and Taylor, C.R. (2004), The race for talent: retaining and engaging workers in the 21st century", Human Resource Planning, Vol.27, No. 3, pp 12--25.
|
| |
18
|
Gillian, P. "Tame the Testless Computer Professional," HR Magazine (39:11) 1994, pp 142--144.
|
| |
19
|
Hevner, A.R., March, S.T., Park, J., and Ram, S. "Design Science in Information Systems Research," MIS Quarterly (28:1), 2004/03 2004, pp 75--105.
|
| |
20
|
Jackson, S.E. "The consequences of diversity on multidisciplinary work teams," in: Handbook of workgroup psychology, M.A. West (ed.), John Wiley & Sons, Sussex, 1996.
|
| |
21
|
|
| |
22
|
|
| |
23
|
Keim, T., Malinowski, J., Heinrich, G. and Wendt, O. "Personalizing the Search for Persons: A Recommender-based Approach", in: Proceedings of The First International Workshop on Web Personalization, Recommender Systems and Intelligent User Interfaces, Reading, UK, 2005.
|
| |
24
|
Keim, T., and Weitzel, T. "Strategies for Hiring IT Professionals: An Empirical Analysis of Employer and Job Seeker Behavior on the IT Labor Market," in: 12th Americas Conference on Information Systems, Acapulco, Mexico, 2006.
|
| |
25
|
King, J. "IT Labor Emergency Promotes Feds to Study, Fix Shortage," Computerworld), October, 6th, 1997.
|
| |
26
|
Laumer, S., Eckhardt, A. and Weitzel, T. "Recruiting IT Professionals in a Virtual World", in: Proceedings of the 12th Pacific Asia Conference on Information Systems (PACIS 2008), Suzhou, China, 2008.
|
| |
27
|
Lee, I. "An integrated economic decision and simulation methodology for e-recruiting process redesign," International Journal of Simulation and Process Modeling (1:3/4) 2005, pp 179--188.
|
 |
28
|
|
| |
29
|
Luftman, J., Kempaiah, R., and Nash, E. "Key Issues for IT Executives 2005," MIS Quarterly Executive (5:2) 2006, pp 81--99.
|
| |
30
|
|
| |
31
|
|
| |
32
|
Prem Melville , Raymod J. Mooney , Ramadass Nagarajan, Content-boosted collaborative filtering for improved recommendations, Eighteenth national conference on Artificial intelligence, p.187-192, July 28-August 01, 2002, Edmonton, Alberta, Canada
|
 |
33
|
|
| |
34
|
Riemenschneider, C.K., Moore, J.E., and Armstrong, D. "Call for papers -- Special Issue on Meeting the Renewed Demand for IT Workers, European Journal of Information Systems (EJIS), available at http://www.palgrave-journals.com/ejis/CFP-EJIS-ITWorkers.pdf, last call 06/05/2008," 2008.
|
| |
35
|
Rifkin, G. "Recruiting in MIS: Facing Up to Hire Stakes," Computerworld (XXIII:6), February, 13, 1989 1989.
|
 |
36
|
J. Ben Schafer , Joseph Konstan , John Riedi, Recommender systems in e-commerce, Proceedings of the 1st ACM conference on Electronic commerce, p.158-166, November 03-05, 1999, Denver, Colorado, United States
[doi> 10.1145/336992.337035]
|
| |
37
|
|
| |
38
|
Schneider, B. Personalbeschaffung Peter Lang Europaeischer Verlag der Wissenschaften, Frankfurt a. Main, 1995.
|
| |
39
|
|
| |
40
|
Tomeski, E.A. and Lazarus, H. "Computerized Information Systems in Personnel -- A Comparative Analysis of the State of the Art in Government and Business", Academy of Management Journal, Vol. 17 Issue 1, 1974, pp 168--172.
|
| |
41
|
Von Stetten, A., Muenstermann, B., Eckhardt, A. and Laumer, S. "Towards an Understanding of the Business Value of Business Process Standardization -- A Case Study Approach", in: Proceedings of the 14th Americas Conference on Information Systems (AMCIS), Toronto, Canada, 2008.
|
 |
42
|
|
|