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

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

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

[1] 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

[2] 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

[3] 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

[4] 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

[5] 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.

[6] 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

[7] 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

[8] 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.

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

[10] 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.

[11] 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.

[12] 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

[13] 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.

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

[15] 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

[16] 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

[17] 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

[18] 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.

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

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

[21] 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

[22] 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

[23] The W3C Semantic Web Development Tools website http://www.w3.org/wiki/SemanticWebTools
Published
2014-09-14
How to Cite
NECULA, Sabina-Cristiana. Implementing the Main Functionalities Required by Semantic Search in Decision-Support Systems. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, [S.l.], v. 7, n. 5, p. 907-915, sep. 2014. ISSN 1841-9844. Available at: <http://univagora.ro/jour/index.php/ijccc/article/view/1349>. Date accessed: 05 july 2020. doi: https://doi.org/10.15837/ijccc.2012.5.1349.

Keywords

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