{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T00:56:10Z","timestamp":1725756970425},"publisher-location":"Berlin, Heidelberg","reference-count":35,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642451102"},{"type":"electronic","value":"9783642451119"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-45111-9_43","type":"book-chapter","created":{"date-parts":[[2013,11,15]],"date-time":"2013-11-15T16:30:38Z","timestamp":1384533038000},"page":"497-508","source":"Crossref","is-referenced-by-count":1,"title":["Implementing Fuzzy Subtractive Clustering to Build a Personality Fuzzy Model Based on Big Five Patterns for Engineers"],"prefix":"10.1007","author":[{"given":"Luis G.","family":"Mart\u00ednez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Juan Ram\u00f3n","family":"Castro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guillermo","family":"Licea","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio","family":"Rodr\u00edguez-D\u00edaz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Reynaldo","family":"Salas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"1","key":"43_CR1","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1109\/72.977258","volume":"13","author":"S. Mitra","year":"2002","unstructured":"Mitra, S., Pal, S.K., Mitra, P.: Data Mining in Soft Computing Framework: A Survey. IEEE Transactions on Neural Networks\u00a013(1), 3\u201314 (2002)","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"7","key":"43_CR2","doi-asserted-by":"publisher","first-page":"773","DOI":"10.1109\/34.192473","volume":"11","author":"I. Gath","year":"1989","unstructured":"Gath, I., Geva, A.B.: Unsupervised Optimal Fuzzy Clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a011(7), 773\u2013781 (1989)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"43_CR3","unstructured":"Breitenbach, M., Brennan, T., Dieterich, W., Grudic, G.Z.: Clustering of Psychological Personality Tests of Criminal Offenders. Practical Data Mining: Applications, Experiences and Challenges\u00a084 (2006)"},{"key":"43_CR4","volume-title":"Data Mining Concepts and Techniques","author":"J. Han","year":"2006","unstructured":"Han, J., Kamber, M.: Data Mining Concepts and Techniques, 2nd edn. Morgan Kaufmann Publishers, San Francisco (2006)","edition":"2"},{"key":"43_CR5","unstructured":"Agrawal, R., Arning, A., Bollinger, T., Mehta, M., Shafer, J., Srikant, R.: The Quest Data Mining System, in Proc.2nd Int\u2019l Conference on Knowledge Discovery in Databases and Data Mining, Portland, Oregon, USA 244-249 (1996)"},{"issue":"3","key":"43_CR6","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1109\/72.846735","volume":"11","author":"C.K. Shin","year":"2000","unstructured":"Shin, C.K., Yun, U., Kim, H.K., Park, S.C.: A Hybrid Approach of Neural Network and Memory Based Learning to Data Mining. IEEE Transactions on Neural Network\u00a011(3), 637\u2013646 (2000)","journal-title":"IEEE Transactions on Neural Network"},{"key":"43_CR7","first-page":"719","volume-title":"IEEE 11th International Conference on Data Mining Workshops (ICDMW)","author":"N.M. Al-Naimi","year":"2011","unstructured":"Al-Naimi, N.M., Shaban, K.B.: The 100 most influential persons in history: a data mining perspective. In: IEEE 11th International Conference on Data Mining Workshops (ICDMW), pp. 719\u2013724. Vancouver, BC (2011)"},{"key":"43_CR8","doi-asserted-by":"publisher","first-page":"703","DOI":"10.1111\/j.1744-6570.1991.tb00696.x","volume":"44","author":"R.P. Tett","year":"1991","unstructured":"Tett, R.P., Jackson, D.M., Rothstein, M.: Personality measures as predictors of job performance; a meta analytic review. Personnel Psychology\u00a044, 703\u2013742 (1991)","journal-title":"Personnel Psychology"},{"key":"43_CR9","first-page":"121","volume":"16","author":"Z. Song","year":"2002","unstructured":"Song, Z., Wu, Q., Zhao, F.: Academic achievement and personality of college students. Chinese Mental Health Journal\u00a016, 121\u2013123 (2002)","journal-title":"Chinese Mental Health Journal"},{"issue":"5","key":"43_CR10","first-page":"322","volume":"14","author":"P. Rosati","year":"1998","unstructured":"Rosati, P.: Academic Progress of Canadian Engineering Students in terms of MBTI Personality Type. Int. J. Engineering\u00a014(5), 322\u2013327 (1998)","journal-title":"Int. J. Engineering"},{"issue":"4","key":"43_CR11","first-page":"57","volume":"4","author":"S.J. Udoudoh","year":"2012","unstructured":"Udoudoh, S.J.: Impacts of personality traits on career choice of Information Scientists in Federal University of Technology, Minna, Niger State, Nigeria. Int. J. of Library and Information Science\u00a04(4), 57\u201370 (2012)","journal-title":"Int. J. of Library and Information Science"},{"issue":"4","key":"43_CR12","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1080\/13678860802261215","volume":"11","author":"J.W. Lounsbury","year":"2008","unstructured":"Lounsbury, J.W., Steel, R.P., Gibson, L.W., Drost, A.W.: Personality traits and career satisfaction of human resource professionals. Human Resource Development International\u00a011(4), 351\u2013366 (2008)","journal-title":"Human Resource Development International"},{"issue":"1","key":"43_CR13","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1177\/1069072704270272","volume":"13","author":"J.W. Lounsbury","year":"2005","unstructured":"Lounsbury, J.W., Hutchens, T., Loveland, J.M.: An Investigation of Big Five Personality traits and Career Decidedness among Early and Middle Adolescents. Journal of Career Assessment\u00a013(1), 25\u201339 (2005)","journal-title":"Journal of Career Assessment"},{"key":"43_CR14","doi-asserted-by":"crossref","first-page":"1495","DOI":"10.1016\/j.paid.2004.09.012","volume":"38","author":"G. Rubinstein","year":"2005","unstructured":"Rubinstein, G.: The big five among male and female students of different faculties. Personality and Individual Differences 38, 1495\u20131503 (2005)","journal-title":"Personality and Individual Differences"},{"key":"43_CR15","unstructured":"Goshen, C.E.: The Engineer Personality. The Bent of Tau Beta Pi, pp. 15\u201320. The engineering Honor Society (1954)"},{"issue":"2","key":"43_CR16","first-page":"303","volume":"34","author":"V.L. Nagarjuna","year":"2008","unstructured":"Nagarjuna, V.L., Mamidenna, S.: Personality Characteristics of Commerce and Engineering Graduates \u2013 A Comparative Study. Journal of the Indian Academy of Applied Psychology\u00a034(2), 303\u2013308 (2008)","journal-title":"Journal of the Indian Academy of Applied Psychology"},{"key":"43_CR17","first-page":"394","volume":"73","author":"M.H. McCaulley","year":"1983","unstructured":"McCaulley, M.H., Godleski, E.S., Yokomoto, C.F., Harrisberger, L., Sloan, E.D.: Applications of Psychological Type in Engineering Education. Engineering Education\u00a073, 394\u2013400 (1983)","journal-title":"Engineering Education"},{"key":"43_CR18","volume-title":"Teaching Engineering","author":"P. Wankat","year":"1993","unstructured":"Wankat, P., Oreovicz, F.: Teaching Engineering. McGraw-Hill, New York (1993)"},{"key":"43_CR19","unstructured":"Rosati, P.: A Personality Type Perspective of Canadian Engineering Students. In: Proceedings of the Annual Conference of the Canadian Society of Civil Engineering, CSCE, vol.\u00a04, pp. 11\u201312 (1999)"},{"key":"43_CR20","unstructured":"Costa Jr., P.T., McCrae, R.R.: Revised NEO Personality Inventory (NEO-PI-R) and NEO Five-Factor Inventory (NEO-FFI) manual. Psychological Assessment Resources, Odessa (1992)"},{"issue":"1","key":"43_CR21","first-page":"173","volume":"3","author":"H. Selcuk","year":"2011","unstructured":"Selcuk, H., Cevikcan, E.: Job selection based on fuzzy AHP: An investigation including the students of Istanbul Technical University Management Faculty. Int. Journal of Business and Management Studies\u00a03(1), 173\u2013182 (2011)","journal-title":"Int. Journal of Business and Management Studies"},{"issue":"2","key":"43_CR22","first-page":"126","volume":"1","author":"T. Dereli","year":"2010","unstructured":"Dereli, T., Durmusoglu, A., Ulusam, S.S., Avlanmaz, N.: A fuzzy approach for personnel selection process. TJFS: Turkish Journal of Fuzzy Systems\u00a01(2), 126\u2013140 (2010)","journal-title":"TJFS: Turkish Journal of Fuzzy Systems"},{"key":"43_CR23","unstructured":"Nobari, S., Jabrailova, Z., Nobari, A.: Design a Fuzzy Model for Decision Support Systems in the Selection and Recruitment. In: Int. Conference on Innovation and Information Management, IPCSIT, vol.\u00a036, pp. 195\u2013200. IACSIT Press, Singapore (2012)"},{"key":"43_CR24","series-title":"STUDFUZZ","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1007\/978-3-540-32378-5_8","volume-title":"Hybrid Intelligent Systems for Pattern Recognition using Soft Computing","author":"P. Melin","year":"2005","unstructured":"Melin, P., Castillo, O.: Clustering with Intelligent Techniques. In: Hybrid Intelligent Systems for Pattern Recognition using Soft Computing. STUDFUZZ, vol.\u00a0172, pp. 169\u2013184. Springer, Heidelberg (2005)"},{"issue":"1","key":"43_CR25","first-page":"24","volume":"43","author":"S. Ayesha","year":"2010","unstructured":"Ayesha, S., Mustafa, T., Sattar, A.R., Khan, M.I.: Data Mining Model for Higher Education System. European Journal of Scientific Research\u00a043(1), 24\u201331 (2010)","journal-title":"European Journal of Scientific Research"},{"key":"43_CR26","doi-asserted-by":"crossref","unstructured":"Ladas, A., Aickelin, U., Garibaldi, J., Ferguson, E.: Using Clustering to extract Personality Information from socio economic data. In: 12th Annual Workshop on Computational Intelligence, UKCI 2012, Heriot-Watt University, Edinburgh, UK (2012)","DOI":"10.2139\/ssrn.2829227"},{"key":"43_CR27","unstructured":"Gregorich, S.E., Helmreich, R.L., Wilhelm, J.A., Chidester, T.: Personality based clusters as predictors of aviator attitudes and performance. In: Jensen, R.S. (ed.) Proceedings of the 5th International Symposium on Aviation Psychology, Columbus, OH, USA, vol.\u00a02, pp. 686\u2013691 (1989)"},{"key":"43_CR28","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1207\/s15327876mp1001_4","volume":"70","author":"G.M. Sandal","year":"1998","unstructured":"Sandal, G.M., Gronningsaeter, H., Eriksen, H.R.: Personality and endocrine activation in military stress situations. Mil. Psychol.\u00a070, 45\u201361 (1998)","journal-title":"Mil. Psychol."},{"issue":"10","key":"43_CR29","first-page":"904","volume":"65","author":"T.J. McFadden","year":"1994","unstructured":"McFadden, T.J., Helmreich, R.L., Rose, R.M., Fogg, L.F.: Predicting astronaut effectiveness: a multivariate approach. Aviat. Space Environ. Med.\u00a065(10), 904\u2013909 (1994)","journal-title":"Aviat. Space Environ. Med."},{"issue":"4","key":"43_CR30","first-page":"342","volume":"75","author":"D.M. Musson","year":"2004","unstructured":"Musson, D.M., Sandal, G.M., Helmreich, R.L.: Personality Characteristics and Trait Clusters in Final Stage Astronaut Selection. Aviation, Space and Environmental Medicine\u00a075(4), 342\u2013349 (2004)","journal-title":"Aviation, Space and Environmental Medicine"},{"issue":"5","key":"43_CR31","doi-asserted-by":"publisher","first-page":"23","DOI":"10.5120\/823-1165","volume":"4","author":"N. Sivaram","year":"2010","unstructured":"Sivaram, N., Ramar, K.: Applicability of Clustering and Classification Algorithms for Recruitment Data Mining. International Journal of Computer Applications\u00a04(5), 23\u201328 (2010)","journal-title":"International Journal of Computer Applications"},{"key":"43_CR32","volume-title":"Neuro-Fuzzy and Soft Computing","author":"J.S.R. Jang","year":"1997","unstructured":"Jang, J.S.R., Sun, C.T., Mizutani, E.: Neuro-Fuzzy and Soft Computing. Prentice Hall, NJ (1997)"},{"key":"43_CR33","doi-asserted-by":"crossref","unstructured":"Chiu, S.L.: Fuzzy model identification based on cluster estimation. Journal of Intelligent and Fuzzy Systems\u00a02(3) (1994)","DOI":"10.3233\/IFS-1994-2306"},{"key":"43_CR34","unstructured":"Fuzzy Logic Toolbox: User\u2019s Guide of Matlab. The Mathworks, Inc. (1995-2009)"},{"key":"43_CR35","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"456","DOI":"10.1007\/978-3-642-37798-3_40","volume-title":"Advances in Computational Intelligence","author":"L.G. Mart\u00ednez","year":"2013","unstructured":"Mart\u00ednez, L.G., Castro, J.R., Licea, G., Rodr\u00edguez-D\u00edaz, A., Salas, R.: Towards a Personality Fuzzy Model Based on Big Five Patterns for Engineers Using an ANFIS Learning Approach. In: Batyrshin, I., Mendoza, M.G. (eds.) MICAI 2012, Part II. LNCS (LNAI), vol.\u00a07630, pp. 456\u2013466. Springer, Heidelberg (2013)"}],"container-title":["Lecture Notes in Computer Science","Advances in Soft Computing and Its Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-45111-9_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,8]],"date-time":"2020-08-08T01:58:59Z","timestamp":1596851939000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-45111-9_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642451102","9783642451119"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-45111-9_43","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}