Ontological-based model for human resource decision support system (HRDSS)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6428 LNCS, Issue , 2010, Pages 585-594

  Ramli, Rohayati ^a   Noah, Shahrul Azman ^a   Yusof, Maryati Mohd ^a  

^a UNIVERSITI KEBANGSAAN MALAYSIA   (Malaysia)

Author keywords

Decision support System; Human resource planning; Ontology; Supply and demand

Indexed keywords

DATA ANALYSIS; DECISION MAKING PROCESS; HUMAN RESOURCE DECISION SUPPORT; HUMAN RESOURCE DEVELOPMENT; HUMAN RESOURCE PLANNING; HUMAN RESOURCES; INTELLIGENCE SUPPORT; LITERATURE REVIEWS; MULTIPLE DATA; NATIONAL LEVEL; ONTOLOGY-BASED MODELS; SEMANTIC CONTENT; SUPPLY AND DEMAND; SYSTEM ARCHITECTURES; ONTOLOGY BASED MODELING;

ARTIFICIAL INTELLIGENCE; DATA REDUCTION; DECISION MAKING; DECISION SUPPORT SYSTEMS; DECISION THEORY; INTERNET; PEER TO PEER NETWORKS; RESOURCE ALLOCATION; ECONOMICS; ONTOLOGY; SEMANTICS;

ONTOLOGY; INFORMATION MANAGEMENT;

EID: 78649501560     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-16961-8_82     Document Type: Conference Paper

References (36)

1. Shih, H. S., Huang, L. C., Shyur, H. J.: Recruitment and Selection Processes Through an Effective GDS. Computers and Mathematics with Applications 50 (10-12), 543-1558 (2005)
2. Kolehmainen-Aitken, R.: Human Resources Planning: Issues and Methods. Department of Population and International Health. Harvard School of Public Health, Massachusetts (1993)
3. Bennet, A., Bennet, D.: The decision-making process in a complex situation. Handbook on Decision Support Systems: Basic Themes 1, 3-20 (2008)
4. Trust, B.: Nursing workforce planning: mapping the policy trail (2005)
5. Mohanty, R. P. S. G. D.: Evolution of a decision support system for human resource planning in a petroleum company. Internatinal Journal of Production Economics 51, 11(1997)
6. Murphy, G., O'Brien-Pallas, L.: How Do Health Human Resources Policies And Practices Inhibit Change?: A Plan For The Future. Ottawa Queensland Health (2002), Health, 2002(2020)
7. Rothschild, K. W.: Cobweb cycles and partially correct forecasting. The Journal of Political Economy 72(3), 300-305 (1964)
8. Hopkins, M.: Manpower Planning Revisited, Ph. D. thesis. Geneva, Switzerland: Faculté des Sciences Économiques et Sociales de L'Université de Genève (2000)
9. Wache, H.: Semantic mediation for heterogeneous information sources, PhD thesis, Univeristy of Bremen (2004) (in German)
10. Marinoni, C., et al.: HR-Semantics Roadmap (2007)
11. Fensel, D., et al.: OIL in a nutshell. Knowledge Engineering and Knowledge Management Methods, Models, and Tools, 137-154 (2000)
12. Chang, X., Terpenny, J.: Ontology-based data integration and decision support for product e-Design. Robotics and Computer-Integrated Manufacturing 25(6), 863-870 (2009)
13. Woods, J. F., et al.: Conceptual Framework for an Optimal Labour Market Information System Final Report, Kalamazoo, Michigan: WE Upjohn Institute for Employment Research (2006)
14. Agichtein, Y. E.: Extracting relations from large text collections, Citeseer (2005)
15. Lee, C. S., et al.: Automated ontology construction for unstructured text documents. Data & Knowledge Engineering 60(3), 547-566 (2007)
16. Ceccaroni, L., Cortés, U., Sànchez-Marrè, M.: OntoWEDSS: augmenting environmental decision-support systems with ontologies. Environmental Modelling & Software 19(9), 785-797 (2004)
17. Ishizu, S., et al.: Ontology-Driven Decision Support Systems For Management System Audit. (2008)
18. Pandit, A., Zhu, Y.: An ontology-based approach to support decision-making for the design of ETO (Engineer-To-Order) products. Automation in Construction 16(6), 759-770 (2007)
19. Shue, L.-Y., Chen, C.-W., Shiue, W.: The development of an ontology-based expert system for corporate financial rating. Expert Systems with Applications 36 (2, Part 1), 2130-2142 (2009)
20. Niaraki, A. S., Kim, K.: Ontology based personalized route planning system using a multicriteria decision making approach. Expert Systems with Applications 36 (2, Part 1), 2250-2259 (2009)
21. Hirata, K., Ikeda, M., Mizoguchi, R.: Total resolution for human resource development based on competency ontology. In: ICCE 2001(2001) (in print)
22. Trichet, F., Leclère, M.: A framework for building competency-based systems dedicated to human resource management. In: Zhong, N., Ras, Z. W., Tsumoto, S., Suzuki, E. (eds.) Foundations of Intelligent Systems 2003. LNCS (LNAI), vol. 2871, pp. 633-639. Springer, Heidelberg (2003)
23. Sim, I., Olasov, B., Carini, S.: An ontology of randomized controlled trials for evidencebased practice: content specification and evaluation using the competency decomposition method. Journal of Biomedical Informatics 37(2), 108-119 (2004)
24. Ahmad, S., Simonovic, S. P.: An intelligent decision support system for management of floods. Water Resources Management 20(3), 391-410 (2006)
25. Kunzmann, C., Schmidt, A.: Ontology-based Competence Management for Healthcare Training Planning: A Case Study. In: Proceedings of I-KNOW 2006, pp. 143-150 (2006)
26. Tarasov, V., et al.: Ontology-Based Competence Management for Team Configuration. In: Mařík, V., Vyatkin, V., Colombo, A. W. (eds.) HoloMAS 2007. LNCS (LNAI), vol. 4659, pp. 401-410. Springer, Heidelberg (2007)
27. Hepp, M., Bachlechner, D., Siorpaes, K.: OntoWiki: community-driven ontology engineering and ontology usage based on Wikis. ACM, New York (2006)
28. Dittmann, L., Zelewski, S.: Ontology-based skills management (2004)
29. Bizer, C., et al.: The impact of semantic web technologies on job recruitment processes. In: Wirtschaftsinformatik 2005, pp. 1367-1381 (2005)
30. Cain, M. M., Sarasohn-Kahn, J., Wayne, J. C.: Health e-people: the online consumer experience. Institute for the Future (2000)
31. Schmidt, A.: Enabling learning on demand in semantic work environments: The learning in process approach. Emerging Technologies for Semantic Work Environments: Techniques, Methods, and Applications, IGI Publishing (2008)
32. Schmidt, A., Braun, S.: Context-aware workplace learning support: Concept, experiences, and remaining challenges. In: Nejdl, W., Tochtermann, K. (eds.) EC-TEL 2006. LNCS, vol. 4227, pp. 518-524. Springer, Heidelberg (2006)
33. Gualtieri, A., Ruffolo, M.: An ontology-based framework for representing organizational Knowledge. In: Proceedings of I-KNOW 2005(2005)
34. Scholten, H., Kassahun, A., Beulens, A. J. M.: Use and reuse of an ontological knowledge base framework. In: International Institute for Applied Systems Analysis Laxenburg, Austria (2006)
35. Gruninger, M., Fox, M. S.: Methodology for the Design and Evaluation of Ontologies (1995)
36. Gómez-Pérez, A., Ramírez, J., Villazón- Terrazas, B.: Reusing Human Resources Management Standards for Employment Services. Citeseer (2007)