{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T22:55:50Z","timestamp":1773615350360,"version":"3.50.1"},"reference-count":19,"publisher":"Allerton Press","issue":"2","license":[{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Aut. Control Comp. Sci."],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.3103\/s0146411619020044","type":"journal-article","created":{"date-parts":[[2019,6,7]],"date-time":"2019-06-07T04:02:59Z","timestamp":1559880179000},"page":"148-158","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Methods Managing for Matching of Supply and Demand on the IT Specialists"],"prefix":"10.3103","volume":"53","author":[{"given":"M. H.","family":"Mammadova","sequence":"first","affiliation":[]},{"given":"Z. G.","family":"Jabrayilova","sequence":"additional","affiliation":[]}],"member":"1627","published-online":{"date-parts":[[2019,6,7]]},"reference":[{"key":"7115_CR1","unstructured":"European Commission 2012, EU Skills Panorama Analytical Highlight \u201cICT Professionals,\u201d E-Skills UK, 2012. http:\/\/euskillspanorama.ec.europa.eu"},{"key":"7115_CR2","unstructured":"IT-Specialist Deficit Problem Has Global Character, GosInformNauki Ukrainy, 2014. http:\/\/www.unian.net\/ society\/871034-defitsit-it-spetsialistov-v-2015-godu-gosinformnauki.html"},{"key":"7115_CR3","doi-asserted-by":"publisher","first-page":"88","DOI":"10.3103\/S0146411615020030","volume":"49","author":"M.H. Mammadova","year":"2015","unstructured":"Mammadova, M.H., Jabrayilova, Z.G., and Mammadzada, F.R., Managing the IT labor market in conditions of fuzzy information, Autom. Control Comput. Sci., 2015, vol. 49, no. 2, pp. 88\u201393.","journal-title":"Autom. Control Comput. Sci."},{"key":"7115_CR4","unstructured":"Bartlett, W., European Training Foundation, 2011. Skills Anticipation and Matching systems in Transition and Developing Countries: Conditions and Challenges. Working Paper for the European Training Foundation. https:\/\/www.etf.europa.eu"},{"key":"7115_CR5","doi-asserted-by":"crossref","unstructured":"Mammadova, M.H., Jabrayilova, Z.G., and Mammadzada, F.R., Application of fuzzy situational analysis for IT-professionals labor market management, Proceedings of the 2nd International Conference on Information Science and Control Engineering (ICISCE 2015), 2015, Shanghai, pp. 143\u2013146.","DOI":"10.1109\/ICISCE.2015.39"},{"key":"7115_CR6","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1016\/0004-3702(73)90011-8","volume":"4","author":"H.A. Simon","year":"1973","unstructured":"Simon, H.A., The structure of ill structured problems, Artif. Intell., 1973, vol. 4, nos. 3\u20134, pp. 181\u2013201.","journal-title":"Artif. Intell."},{"key":"7115_CR7","unstructured":"Mammadova, M.H., Prinyatiye reshenii na osnove baz znanii s nechetkoi relyatsionnoi strukturoi (Decision-Making Based on Knowledge Bases with a Fuzzy Relational Structure), Baku: ELM, 1997."},{"key":"7115_CR8","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"L.A. Zadeh","year":"1965","unstructured":"Zadeh, L.A., Fuzzy sets, Inf. Control, 1965, vol. 8, no. 3, pp. 338\u2013353.","journal-title":"Inf. Control"},{"key":"7115_CR9","doi-asserted-by":"publisher","first-page":"76","DOI":"10.3103\/S0146411607020034","volume":"41","author":"N.F. Musaeva","year":"2007","unstructured":"Musaeva, N.F., Robust correlation coefficients as the initial data for the solution of problems of confluent analysis, Autom. Control Comput. Sci., 2007, vol. 41, no. 2, pp. 76\u201387.","journal-title":"Autom. Control Comput. Sci."},{"key":"7115_CR10","unstructured":"Melikhov, A.N., Bernshtein, L.S., and Korovin, S.Ya., Situatsionnye sovetuyushchie sistemy s nechetkoi logikoi (Situational Advisory Systems with Fuzzy Logic), Moscow: Nauka, 1990."},{"key":"7115_CR11","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1007\/978-3-319-32229-2_3","volume":"342","author":"M.H. Mammadova","year":"2016","unstructured":"Mammadova, M.H., Jabrayilova, Z.G., and Mammadzada, F.R., Fuzzy multi-scenario approach to decision-making support in human resource management, Stud. Fuzziness Soft Comput., 2016, vol. 342, pp.19\u201336.","journal-title":"Stud. Fuzziness Soft Comput."},{"key":"7115_CR12","first-page":"53","volume":"9","author":"M.H. Mammadova","year":"2018","unstructured":"Mammadova, M.H. and Djabrailova, Z.G., Decision-making support in human resource management based on multi-objective optimization, TWMS J. Pure Appl. Math., 2018, vol. 9, no. 1, pp. 53\u201373.","journal-title":"TWMS J. Pure Appl. Math."},{"key":"7115_CR13","volume-title":"The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation","author":"T.L. Saaty","year":"1990","unstructured":"Saaty, T.L., The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation, RWS, 1990."},{"key":"7115_CR14","volume-title":"Theory of Games and Economic Behavior","author":"Von Neumann","year":"1967","unstructured":"Von Neumann, J. and Morgenstern, O., Theory of Games and Economic Behavior, Wiley, 1967."},{"key":"7115_CR15","unstructured":"Work in Azerbaijan. Vacancies. Information Technology, System Administration, Job Description, 2018. https:\/\/en.boss.az\/vacancies\/129000"},{"key":"7115_CR16","unstructured":"Professional IT systems, 2018. http:\/\/www.jobsearch.az\/vacancies36164_en.html"},{"key":"7115_CR17","unstructured":"Vacancies. Internet, IT, Telecommunication, 2018. http:\/\/www.rabota.az\/vacancy\/internet-it-telekommunikasiya-rabite"},{"key":"7115_CR18","volume-title":"Verbal\u2019nyi analiz reshenii (Verbal Decision Analysis)","author":"Larichev","year":"2006","unstructured":"Larichev, O.I., Verbal\u2019nyi analiz reshenii (Verbal Decision Analysis), Petrovskii, A.B., Ed., Moscow: Nauka, 2006."},{"key":"7115_CR19","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1287\/mnsc.17.4.B141","volume":"17","author":"R. Bellman","year":"1970","unstructured":"Bellman, R. and Zadeh, L.A., Decision-making in fuzzy environment, Manage. Sci., 1970, vol. 17, pp. 141\u2013164.","journal-title":"Manage. Sci."}],"container-title":["Automatic Control and Computer Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.3103\/S0146411619020044.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.3103\/S0146411619020044","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.3103\/S0146411619020044.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T21:58:42Z","timestamp":1773611922000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.3103\/S0146411619020044"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3]]},"references-count":19,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2019,3]]}},"alternative-id":["7115"],"URL":"https:\/\/doi.org\/10.3103\/s0146411619020044","relation":{},"ISSN":["0146-4116","1558-108X"],"issn-type":[{"value":"0146-4116","type":"print"},{"value":"1558-108X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,3]]},"assertion":[{"value":"25 April 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 September 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 September 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 June 2019","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}