{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T22:00:19Z","timestamp":1743026419823,"version":"3.40.3"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319914725"},{"type":"electronic","value":"9783319914732"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-91473-2_16","type":"book-chapter","created":{"date-parts":[[2018,5,17]],"date-time":"2018-05-17T16:39:02Z","timestamp":1526575142000},"page":"183-194","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Merging Information Using Uncertain Gates: An Application to Educational Indicators"],"prefix":"10.1007","author":[{"given":"Guillaume","family":"Petiot","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,5,18]]},"reference":[{"key":"16_CR1","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1142\/S021848850500331X","volume":"5","author":"NB Amor","year":"2005","unstructured":"Amor, N.B., Benferhat, S.: Graphoid properties of qualitative possiblistic independance relations. Int. J. Uncertain. Fuzzyness Knowl. Based Syst. 5, 59\u201396 (2005)","journal-title":"Int. J. Uncertain. Fuzzyness Knowl. Based Syst."},{"issue":"1","key":"16_CR2","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1007\/s11634-014-0195-1","volume":"10","author":"V Audigier","year":"2015","unstructured":"Audigier, V., Husson, F., Josse, J.: A principal components method to impute missing values for mixed data. Adv. Data Anal. Classif. 10(1), 5\u201326 (2015)","journal-title":"Adv. Data Anal. Classif."},{"key":"16_CR3","doi-asserted-by":"crossref","unstructured":"Benferhat, S., Dubois, D., Garcia, L., Prade, H.: Possibilistic logic bases and possibilistic graphs. In: Proceedings of the Conference on Uncertainty in Artificial Intelligence, pp. 57\u201364 (1999)","DOI":"10.1007\/978-1-4615-5209-3_29"},{"key":"16_CR4","series-title":"International Centre for Mechanical Sciences","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/978-3-7091-2588-5_3","volume-title":"Computational Intelligence in Data Mining","author":"C Borgelt","year":"2000","unstructured":"Borgelt, C., Gebhardt, J., Kruse, R.: Possibilistic graphical models. In: Della Riccia, G., Kruse, R., Lenz, H.-J. (eds.) Computational Intelligence in Data Mining. ICMS, vol. 408, pp. 51\u201367. Springer, Vienna (2000). https:\/\/doi.org\/10.1007\/978-3-7091-2588-5_3"},{"key":"16_CR5","series-title":"The Handbooks of Fuzzy Sets Series","doi-asserted-by":"publisher","first-page":"335","DOI":"10.1007\/978-1-4615-5243-7_7","volume-title":"Fuzzy Sets in Approximate Reasoning and Information Systems","author":"D Dubois","year":"1999","unstructured":"Dubois, D., Prade, H., Yager, R.R.: Merging fuzzy information. In: Bezdek, J.C., Dubois, D., Prade, H. (eds.) Fuzzy Sets in Approximate Reasoning and Information Systems. The Handbooks of Fuzzy Sets Series, vol. 5, pp. 335\u2013401. Springer, Boston (1999). https:\/\/doi.org\/10.1007\/978-1-4615-5243-7_7"},{"key":"16_CR6","unstructured":"Bousbia, N., Labat, J.M., Balla, A., Reba, I.: Analyzing learning styles using behavioral indicators in web based learning environments. In: EDM 2010 International Conference on Educational Data Mining, Pittsburgh, USA, pp. 279\u2013280 (2010)"},{"key":"16_CR7","unstructured":"Benferhat, S., Smaoui, S.: Repr\u00e9sentation hybride des r\u00e9seaux causaux possibilistes. Rencontres francophones sur la Logique Floue et ses Applications, pp. 43\u201350. C\u00e9padu\u00e9s Editions, Nantes (2004)"},{"issue":"1","key":"16_CR8","first-page":"3","volume":"1","author":"RSJD Baker","year":"2009","unstructured":"Baker, R.S.J.D., Yacef, K.: The state of educational data mining in 2009: a review and future visions. J. Educ. Data Min. 1(1), 3\u201317 (2009)","journal-title":"J. Educ. Data Min."},{"key":"16_CR9","unstructured":"Caglioni, M., Dubois, D., Fusco, G., Moreno, D., Prade, H., Scarella, F., Tettamanzi, A.G.B.: Mise en oeuvre pratique de r\u00e9seaux possibilistes pour mod\u00e9liser la sp\u00e9cialisation sociale dans les espaces m\u00e9tropolis\u00e9es. In: Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2014), pp. 267\u2013274. C\u00e9padu\u00e9s Editions, Carg\u00e8se (2014)"},{"key":"16_CR10","unstructured":"D\u00ecez, F., Drudzel, M.: Canonical probabilistic models for knowledge engineering. Technical report CISIAD-06-01 (2007)"},{"key":"16_CR11","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1007\/978-3-319-23540-0_17","volume-title":"Scalable Uncertainty Management","author":"D Dubois","year":"2015","unstructured":"Dubois, D., Fusco, G., Prade, H., Tettamanzi, A.: Uncertain logical gates in possibilistic networks. An application to human geography. In: Beierle, C., Dekhtyar, A. (eds.) SUM 2015. LNCS (LNAI), vol. 9310, pp. 249\u2013263. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-23540-0_17"},{"key":"16_CR12","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4684-5287-7","volume-title":"Possibility Theory: An Approach to Computerized Processing of Uncertainty","author":"D Dubois","year":"1988","unstructured":"Dubois, D., Prade, H.: Possibility Theory: An Approach to Computerized Processing of Uncertainty. Plenum Press, New York (1988)"},{"key":"16_CR13","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/j.artmed.2006.09.003","volume":"40","author":"MAJ van Gerven","year":"2006","unstructured":"van Gerven, M.A.J., Jurgelenaite, R., Taal, B.G., Heskes, T., Lucas, P.J.F.: Predicting carcinoid heart disease with the noisy-threshold classifier. Artif. Intell. Med. 40, 45\u201355 (2006)","journal-title":"Artif. Intell. Med."},{"key":"16_CR14","unstructured":"Petiot, G.: Calcul d\u2019indicateurs p\u00e9dagogiques par des r\u00e9seaux possibilites. Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2016), pp. 195\u2013202. C\u00e9padu\u00e9s Editions, La Rochelle (2016)"},{"key":"16_CR15","doi-asserted-by":"publisher","first-page":"286","DOI":"10.1016\/B978-1-55860-332-5.50041-9","volume-title":"Uncertainty Proceedings 1994","author":"David Heckerman","year":"1994","unstructured":"Heckerman, D., Breese, J.: A new look at causal independence. In: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence (UAI94) CA, pp. 286\u2013292. Morgan Kaufmann Publishers, San Francisco (1994)"},{"key":"16_CR16","first-page":"4","volume":"19","author":"RA Huebner","year":"2013","unstructured":"Huebner, R.A.: A survey of educational data mining research. Res. Higher Educ. J. 19, 4\u201315 (2013)","journal-title":"Res. Higher Educ. J."},{"key":"16_CR17","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1090\/S0002-9939-1956-0078686-7","volume":"7","author":"JB Kruskal","year":"1956","unstructured":"Kruskal, J.B.: On the shortest spanning subtree of a graph and the travelling salesman problem. Proc. Am. Math. Soc. 7, 48\u201350 (1956)","journal-title":"Proc. Am. Math. Soc."},{"key":"16_CR18","doi-asserted-by":"crossref","unstructured":"Kjaerulff, U.: Reduction of computational complexity in Bayesian Networks through removal of week dependences. In: Proceeding of the 10th Conference on Uncertainty in Artificial Intelligence. Morgan Kaufmann publishers (1994)","DOI":"10.1016\/B978-1-55860-332-5.50052-3"},{"key":"16_CR19","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1111\/j.2517-6161.1988.tb01721.x","volume":"50","author":"S Lauritzen","year":"1988","unstructured":"Lauritzen, S., Spiegelhalter, D.: Local computation with probabilities on graphical structures and their application to expert systems. J. Royal Stat. Soc. 50, 157\u2013224 (1988)","journal-title":"J. Royal Stat. Soc."},{"key":"16_CR20","volume-title":"Probabilistic Reasoning in Expert Systems: Theory and Algorithms","author":"RE Neapolitan","year":"1990","unstructured":"Neapolitan, R.E.: Probabilistic Reasoning in Expert Systems: Theory and Algorithms. Wiley, New York (1990)"},{"key":"16_CR21","volume-title":"Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference","author":"J Pearl","year":"1988","unstructured":"Pearl, J.: Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference, 2nd edn. Morgan Kaufman Publishers Inc., San Mateo (1988)","edition":"2"},{"key":"16_CR22","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1109\/21.87068","volume":"18","author":"RR Yager","year":"1988","unstructured":"Yager, R.R.: On ordered weighted averaging aggregation operators in multi-criteria decision making. IEEE Trans. Syst. Man Cybern. 18, 183\u2013190 (1988)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"16_CR23","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/0165-0114(78)90029-5","volume":"1","author":"LA Zadeh","year":"1978","unstructured":"Zadeh, L.A.: Fuzzy sets as a basis for a theory of possibility. Fuzzy Sets Syst. 1, 3\u201328 (1978)","journal-title":"Fuzzy Sets Syst."},{"key":"16_CR24","unstructured":"Zagorecki, A., Druzdzel, M.J.: Probabilistic Independence of Causal Influences. In: Probabilistic Graphical Models, pp. 325\u2013332 (2006)"}],"container-title":["Communications in Computer and Information Science","Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-91473-2_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,6]],"date-time":"2024-07-06T21:08:19Z","timestamp":1720300099000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-91473-2_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319914725","9783319914732"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-91473-2_16","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"18 May 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IPMU","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"C\u00e1diz","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 June 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 June 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ipmu2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ipmu2018.uca.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}