Implementing the Main Functionalities Required by Semantic Search in Decision-Support Systems

Authors

  • Sabina-Cristiana Necula "Alexandru Ioan Cuza" University of Iasi Romania, 700505 Iasi, 22 Carol I Blvd

Keywords:

semantic web, decision-making semantic search, ontology, SPARQL, SQWRL, RDF, OWL

Abstract

This paper exploits different semantic web technologies and builds a prototype of semantic web mashup functionality based on an architecture proposed by us. The main scope is to improve decision-making processes. In this paper, we are focusing on querying different ontologies in order to improve decision-making semantic search. As a conclusion, we demonstrate that in order to improve decision-making semantic search there is a need of special constructions that a query language must support.

Author Biography

Sabina-Cristiana Necula, "Alexandru Ioan Cuza" University of Iasi Romania, 700505 Iasi, 22 Carol I Blvd

Department of Mathematics and Computer Science

References

Bharati P., Chaudhury A., An empirical investigation of decision-making satisfaction in webbased decision support systems, DECISION SUPPORT SYSTEMS, 37: 187-197, 2004. http://dx.doi.org/10.1016/S0167-9236(03)00006-X

Bhargava H.K., Power D.J., Sun D., Progress in Web-based decision support technologies, DECISION SUPPORT SYSTEMS, 43: 1083-1095, 2007. http://dx.doi.org/10.1016/j.dss.2005.07.002

Chu P.C., Spires E.E., The joint effects of effort and quality on decision strategy choice with computerized decision aids, DECISION SCIENCES, 31 (2): 259-292, 2000. http://dx.doi.org/10.1111/j.1540-5915.2000.tb01624.x

Delone W.H., McLean E.R., Information system success: The quest for the dependent variable, INFORMATION SYSTEM RESEARCH, 3(1): 60-95, 1992. http://dx.doi.org/10.1287/isre.3.1.60

Delone W.H., McLean E.R., The DeLone and McLean model of information systems success: A ten-year update, JOURNAL OF MANAGEMENT INFORMATION SYSTEMS, 19(4): 9-30, 2003.

Eppler M., Mengis J., The concept of information overload: A review of literature from organization science, accounting, marketing, MIS, and related disciplines, THE INFORMATION SOCIETY, 20(5): 325-344, 2004. http://dx.doi.org/10.1080/01972240490507974

Farhoomand A.F., Drury D.H., Managerial information overload, COMMUNICATION OF THE ACM, 45(10): 127-131, 2002. http://dx.doi.org/10.1145/570907.570909

Gruber T., The Role of Common Ontology in Achieving Sharable, Reusable Knowledge Bases, in Principles of Knowledge Representation and Reasoning, J. Allen, R. Fikes, and E. Sandewall, eds., Morgan Kaufman, San Mateo, CA, pp. 601-602, 1991.

Janev V., Vrane S., Applicability assessment of Semantic Web technologies, INFORMATION PROCESSING AND MANAGEMENT, Elsevier, 2010.

Janjua N. K., Hussain F. K., Web@IDSS Argumentation-enabled Web-based IDSS for reasoning over incomplete and conflicting information, KNOWLEDGE-BASED SYTEMS, 2011, Article in press.

Kashyap V., Sheth A., Semantics-based Information Brokering, in Proceedings of the Third International Conference on Information and Knowledge Management (CIKM), pp. 363-370, 1994.

Kulkarni U., Ravindran S., Freeze R., A knowledge management success model: Theoretical development and empirical validation, JOURNAL OF MANAGEMENT INFORMATION SYSTEMS, 23(3): 309-347, 2007. http://dx.doi.org/10.2753/MIS0742-1222230311

Lau H.C.W., Tsui W.T., An iterative heuristics expert system for enhancing consolidation shipment process in logistics operations, in: Z. Shi, K. Shimohara, D. Feng (Eds.), INTELLIGENT INFORMATION PROCESSING, Springer, Boston, pp. 279-289, 2006.

Connor M., Das A., SQWRL: a Query Language for OWL, OWL: Experiences and Directions (OWLED 2009), Fifth International Workshop, Chantilly, VA, 2009.

Pomerol J.-C., Scenario development and practical decision making under uncertainty, DECISION SUPPORT SYSTEMS, 31 (2):197-204, 2001. http://dx.doi.org/10.1016/S0167-9236(00)00131-7

Ramirez R., Melville N., Lawler E., Information technology infrastructure, organizational process redesign, and business value: An empirical analysis, DECISION SUPPORT SYSTEMS, 49(4): 417-429, 2010. http://dx.doi.org/10.1016/j.dss.2010.05.003

Seddon P.B., A respecification and extension of the DeLone and McLean Model of IS Success, INFORMATION SYSTEMS RESEARCH, 8(3): 240-253, 1997. http://dx.doi.org/10.1287/isre.8.3.240

Sheth A., Changing Focus on Interoperability in Information Systems: From System, Syntax, Structure to Semantics, in INTEROPERATING GEOGRAPHIC INFORMATION SYSTEMS, M. Goodchild, M. Egenhofer, R. Fegeas, and C. Kottman, Eds., Kluwer Publishers, 1998.

Simon H.A., Administrative Behavior. A Study of Decision-Making Processes in Administrative Organization, The Free Press, New York, 1976.

Turban E., Aronson J.E., Decision Support Systems and Intelligent Systems, 6th ed, Prentice Hall, Upper Saddle River, NJ, 2001.

Wagner E.L., Scott S.V., Galliers R.D., The creation of 'best practice' software: Myth, reality and ethics, INFORMATION AND ORGANIZATION, 16(3): 251-275, 2006. http://dx.doi.org/10.1016/j.infoandorg.2006.04.001

Xie Y., Wang H., Efstathiou J., A research framework for Web-based open decision support systems, KNOWLEDGE-BASED SYSTEMS, 18 (7): 303-319, 2005. http://dx.doi.org/10.1016/j.knosys.2004.12.001

The W3C Semantic Web Development Tools website http://www.w3.org/wiki/SemanticWebTools

Published

2014-09-14

Most read articles by the same author(s)

Obs.: This plugin requires at least one statistics/report plugin to be enabled. If your statistics plugins provide more than one metric then please also select a main metric on the admin's site settings page and/or on the journal manager's settings pages.