DECISION SUPPORT SYSTEMS BASED ON QUALITATIVE METHODS FOR PROJECT MANAGEMENT
DOI:
https://doi.org/10.20998/2413-3000.2017.1225.14Keywords:
information technology, decision support system, ordinary classification, project management, qualitative methods of verbal analysisAbstract
State-of-the-art decision support systems (DSS) used in project management are mainly based on quantitative methods. However, formal methods of modern mathematics alone are not capable of being a universal means of solving all practical problems in this area. Due to their limited capabilities and lack of statistical and other relevant information, economic-mathematical methods find limited application in management and marketing. In addition, there are few reliable validation and verification methods available. On the other hand, expert assessment methods are free of these disadvantages and are almost the only way to solve this type of problem. Advantages of this approach include simplicity of prediction in nearly every case and excellent performance in incomplete information scenarios. This work presents a new information technology which generates a DSS, based on qualitative methods of verbal decision analysis. The authors propose certain modifications to the method of ordinary classification. The proposed technology is implemented as a web application, which is used to design a system that evaluates the probability of a successful project.
References
Bushuyev D. A., Bushuyev S. D. Nelinejnaja dinamika razvitija organizacij [Non-liner dynamics of organization development]. Visnyk NTU "KhPI" [Bulletin of the National Technical University "KhPI"]. Kharkov, NTU "KhPI" Publ., 2016, no. 1(1173), pp. 3–8, ISSN 2311-4738. doi: 10.20998/2413-3000.2016.1173.1.
Kononenko I. V., Aghaee A. Model and method for synthesis of project management methodology with fuzzy data. Visnyk NTU "KhPI" [Bulletin of the National Technical University "KhPI"]. Kharkov, NTU "KhPI" Publ., 2016, no. 1(1173), pp. 9–13, ISSN 2311-4738. doi:10.20998/2413-3000.2016.1173.2
Davidich N. V., Bugas D. N., Pan N. P., Chumachenko I. V. Informatsiyna tekhnolohiya vyznachennya kompleksnoho pokaznyka yakosti pry vykonanni marshrutnoyi poyizdky v proektakh mis'koho pasazhyrs'koho transportu [Information technology of giving definition of the complex index of quality in creating a trip route in the projects of urban passenger transport]. Visnyk NTU "KhPI" [Bulletin of the National Technical University "KhPI"]. Kharkov, NTU "KhPI" Publ., 2016, no. 1(1173), pp. 19–23, ISSN 2311-4738.
Timofeev V. A., Guca O. N., Shherbina E. A. Informacionnaja tehnologija sinteza i analiza funkcional'nyh modelej interaktivnyh reglamentov [The synthesis and analysis Information Technology of Interactive Regulations Functional Models]. Visnyk NTU "KhPI" [Bulletin of the National Technical University "KhPI"]. Kharkov, NTU "KhPI" Publ., 2016, no. 1(1173), pp. 24–29, ISSN 2311-4738. doi: 10.20998/2413-3000.2016.1173.5.
Shatalova T. N., Zhirnova T. V. Innovacionnyj podhod k razrabotke kompleksnoj sistemy prinjatija reshenij v kontrollingovoj dejatel'nosti promyshlennogo predprijatija [Innovative approach to development of complex system of decision making in controlling activities of industrial enterprise]. Online Magazine «NAUKOVEDENIE». 2016, vol. 8, no. 1, doi: 10.15862/06EVN116
Kijko S. T. Sistema podderzhki prinjatija reshenij pri upravlenii denezhnymi potokami proektov predprijatija [Decision Support System in the management of cash flows of the enterprise projects]. Radioelektronni i komp"yuterni systemy [Electronic and computer systems]. 2014, no. 4 (68), pp. 145–148. ISSN 1814-4225.
Kravchenko T. K. Sistemy podderzhki prinjatija reshenij pri ocenke jeffektivnosti investicionnyh proektov v telekommunikacionnoj sfere [Decision support systems in assessing the effectiveness of investment projects in Telecommunication Sphere]. JOURNAL OF APPLIED INFORMATICS. 2014, no. 5 (53), pp. 119–132. ISSN 1993-8314.
Kosenko N. V. Sistema podderzhki prinjatija reshenij po upravleniju trudovymi resursami proekta [Decision Support System for Project Staff Management]. Systemy obrobky informatsiyi [Systems of information processing]. 2013, iss. 1(108), pp. 251–255. ISSN 1681-7710.
Slapik V. S. Informacionnye sistemy podderzhki prinjatija reshenij v upravlenii IT-proektami [Information Decision support systems for IT project management]. Available at: http://www.elib.bsu.by/ bitstream/123456789/52171/1/25-33.pdf (accessed 30.11.2016)
Marappan Suguna Multi Resource Constrained Project Scheduling Problem by Adaptive Genetic & Decision Support System. Asian Journal of Research in Social Sciences and Humanities. 2016, vol. 6, iss. 12, pp. 520‑534. doi: 10.5958/2249-7315.2016.01308.3
Halil Shevket Neap, Tahir Celik A knowledge-based system for determination of marginal value of building projects. Expert Systems with Applications. 2001, vol. 21, iss. 3, pp. 119–129 doi:10.1016/s0957-4174(01)00033-1
Zhang S. X., Babovic V. An Evolutionary Real Options Framework for the Design and Management of Projects and Systems with Complex Real Options and Exercising Conditions. Decision Support Systems. 2011, vol. 51, iss. 1, pp. 119–129 doi:10.1016/j.dss.2010.12.001
Olteanu Alin Paul A Decision Support System (DSS) for Project Management in the Biodiesel Industry. Informatica Economică. 2011, vol. 15, no. 4, pp. 189–202
George A. Miller. Magicheskoe chislo sem' pljus ili minus dva: O nekotoryh predelah nashej sposobnosti pererabatyvat' informaciju [The Magical Number Seven, Plus or Minus Two: Some Limits on our Capacity for Processing Information]. Inzhenernaja psihologija: Sb. statej [Engineering psychology: Col. of articles]. Moscow, Progress Publ., 1964, pp. 192–225.
Stenley E. Portny. Project Management for Dummies. Published by Wiley Publishing, Inc. 111 River St. Hoboken, 2004, 369 p. (Rus. ed.: I. I. Nagornoj, I. I. Onishhenko, ed. Upravlenie proektami dlja «chajnikov». Moscow, “Vil'jams” Publ. House, 2005. 349 p. ISBN 5-8459-0531-1).
Larichev O. I. Verbal'nyj analiz reshenij [Verbal analysis of decisions]. Moscow, Nauka Publ., 2006.181 p. ISBN 5-02-033979-2
Guca O. N. Znanieorientirovannye tehnologii dlja reshenija organizacionnyh problem v biznese: monografija [Knowledge oriented technologies to solve organizational problems in business: monograph]. Kharkov, “Kompanija SMIT” Publ., 2015. 176 p.
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