{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T07:31:38Z","timestamp":1725867098811},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319463964"},{"type":"electronic","value":"9783319463971"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-46397-1_5","type":"book-chapter","created":{"date-parts":[[2016,10,6]],"date-time":"2016-10-06T14:42:36Z","timestamp":1475764956000},"page":"65-72","source":"Crossref","is-referenced-by-count":1,"title":["Translating Bayesian Networks into Entity Relationship Models"],"prefix":"10.1007","author":[{"given":"Frank","family":"Rosner","sequence":"first","affiliation":[]},{"given":"Alexander","family":"Hinneburg","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,10,7]]},"reference":[{"key":"5_CR1","unstructured":"Akdere, M., Cetintemel, U., Riondato, M., et al.: The case for predictive database systems: opportunities and challenges. In: CIDR, pp. 167\u2013174 (2011)"},{"key":"5_CR2","doi-asserted-by":"crossref","unstructured":"Armbrust, M., Xin, R.S., Lian, C., et al.: Spark SQL: relational data processing in spark. In: SIGMOD, pp. 1383\u20131394 (2015)","DOI":"10.1145\/2723372.2742797"},{"issue":"4","key":"5_CR3","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1145\/2133806.2133826","volume":"55","author":"DM Blei","year":"2012","unstructured":"Blei, D.M.: Probabilistic topic models. Commun. ACM 55(4), 77\u201384 (2012)","journal-title":"Commun. ACM"},{"key":"5_CR4","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. J. Mach. Learn. Res. 3, 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"issue":"1","key":"5_CR5","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1145\/320434.320440","volume":"1","author":"PP-S Chen","year":"1976","unstructured":"Chen, P.P.-S.: The entity-relationship model\u2013toward a unified view of data. ACM Trans. Database Syst. (TODS) 1(1), 9\u201336 (1976)","journal-title":"ACM Trans. Database Syst. (TODS)"},{"key":"5_CR6","doi-asserted-by":"crossref","unstructured":"Domingos, P., Richardson, M.: Markov logic: a unifying framework for statistical relational learning. In: Introduction to Statistical Relational Learning, pp. 339\u2013371 (2007)","DOI":"10.7551\/mitpress\/7432.003.0014"},{"key":"5_CR7","volume-title":"Fundamentals of Database Systems","author":"R Elmasri","year":"2007","unstructured":"Elmasri, R., Navathe, S.B.: Fundamentals of Database Systems. Pearson, Boston (2007)"},{"issue":"1","key":"5_CR8","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1145\/1656274.1656278","volume":"11","author":"M Hall","year":"2009","unstructured":"Hall, M., Frank, E., Holmes, G., et al.: The WEKA data mining software: an update. ACM SIGKDD Explor. Newsl. 11(1), 10\u201318 (2009)","journal-title":"ACM SIGKDD Explor. Newsl."},{"key":"5_CR9","doi-asserted-by":"crossref","unstructured":"Heckerman, D., Meek, C., Koller, D.: Probabilistic entity-relationship models, PRMs, and plate models. In: Introduction to statistical relational learning, pp. 201\u2013238 (2007)","DOI":"10.7551\/mitpress\/7432.003.0009"},{"issue":"12","key":"5_CR10","first-page":"1700","volume":"5","author":"JM Hellerstein","year":"2012","unstructured":"Hellerstein, J.M., R\u00e9, C., Schoppmann, F., et al.: The MADlib analytics library: or MAD skills, the SQL. J. VLDB 5(12), 1700\u20131711 (2012)","journal-title":"J. VLDB"},{"issue":"3","key":"5_CR11","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1145\/2428556.2428570","volume":"56","author":"A Kumar","year":"2013","unstructured":"Kumar, A., Niu, F., R\u00e9, C.: Hazy: making it easier to build and maintain big-data analytics. Commun. ACM 56(3), 40\u201349 (2013)","journal-title":"Commun. ACM"},{"key":"5_CR12","doi-asserted-by":"crossref","unstructured":"Rosner, F., Hinneburg, A.: Translating Bayesian networks into entity relationship models (Extended Version). arXiv e-prints, 1607.02399 (2016)","DOI":"10.1007\/978-3-319-46397-1_5"},{"key":"5_CR13","unstructured":"Scikit: scikit-learn. Machine Learning in Python (2014)"},{"key":"5_CR14","doi-asserted-by":"crossref","unstructured":"Sparks, E.R., Smith, V., et al.: MLI: an API for distributed machine learning. In: ICDM, pp. 1187\u20131192 (2013)","DOI":"10.1109\/ICDM.2013.158"},{"key":"5_CR15","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1016\/j.datak.2015.06.005","volume":"99","author":"Q Wang","year":"2015","unstructured":"Wang, Q.: A conceptual modeling framework for network analytics. Data Knowl. Eng. 99, 59\u201371 (2015)","journal-title":"Data Knowl. Eng."}],"container-title":["Lecture Notes in Computer Science","Conceptual Modeling"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-46397-1_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,20]],"date-time":"2023-08-20T10:31:56Z","timestamp":1692527516000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-46397-1_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319463964","9783319463971"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-46397-1_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}