{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,4]],"date-time":"2026-10-04T02:08:05Z","timestamp":1791079685189,"version":"4.1.0"},"publisher-location":"Berlin, Heidelberg","reference-count":22,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642134692","type":"print"},{"value":"9783642134708","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-13470-8_30","type":"book-chapter","created":{"date-parts":[[2010,6,15]],"date-time":"2010-06-15T00:58:17Z","timestamp":1276563497000},"page":"327-338","source":"Crossref","is-referenced-by-count":15,"title":["User Modeling for Telecommunication Applications: Experiences and Practical Implications"],"prefix":"10.1007","author":[{"given":"Heath","family":"Hohwald","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Enrique","family":"Fr\u00edas-Mart\u00ednez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nuria","family":"Oliver","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"key":"30_CR1","doi-asserted-by":"crossref","unstructured":"Seshadri, M., Machiraju, S., Sridharan, A., Bolot, J., Faloutsos, C., Leskovec, J.: Mobile call graphs: Beyond power-law and lognormal distributions. In: KDD \u201908, pp. 596\u2013604 (2008)","DOI":"10.1145\/1401890.1401963"},{"key":"30_CR2","doi-asserted-by":"crossref","first-page":"668","DOI":"10.1145\/1353343.1353424","volume-title":"EDBT \u201908","author":"K. Dasgupta","year":"2008","unstructured":"Dasgupta, K., Singh, R., Viswanathan, B., Chakraborty, D., Mukherjea, S., Nanavati, A.A., Joshi, A.: Social ties and their relevance to churn in mobile telecom networks. In: EDBT \u201908, pp. 668\u2013677. ACM, New York (2008)"},{"key":"30_CR3","doi-asserted-by":"publisher","first-page":"435","DOI":"10.1145\/1183614.1183678","volume-title":"CIKM \u201906: Proceedings of the 15th ACM international conference on Information and knowledge management","author":"A.A. Nanavati","year":"2006","unstructured":"Nanavati, A.A., Gurumurthy, S., Das, G., Chakraborty, D., Dasgupta, K., Mukherjea, S., Joshi, A.: On the structural properties of massive telecom call graphs: findings and implications. In: CIKM \u201906: Proceedings of the 15th ACM international conference on Information and knowledge management, pp. 435\u2013444. ACM Press, New York (2006)"},{"issue":"18","key":"30_CR4","doi-asserted-by":"publisher","first-page":"7332","DOI":"10.1073\/pnas.0610245104","volume":"104","author":"J.P. Onnela","year":"2007","unstructured":"Onnela, J.P., Saramaki, J., Hyvonen, J., Szabo, G., Lazer, D., Kaski, K., Kertesz, J., Barabasi, A.L.: Structure and tie strengths in mobile communication networks. Proceedings of the National Academy of Sciences\u00a0104(18), 7332\u20137336 (2007)","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"30_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1007\/3-540-44816-0_11","volume-title":"Advances in Intelligent Data Analysis","author":"C. Cortes","year":"2001","unstructured":"Cortes, C., Pregibon, D., Volinsky, C.: Communities of interest. In: Hoffmann, F., Adams, N., Fisher, D., Guimar\u00e3es, G., Hand, D.J. (eds.) IDA 2001. LNCS, vol.\u00a02189, pp. 105\u2013114. Springer, Heidelberg (2001)"},{"key":"30_CR6","series-title":"Dimacs Series In Discrete Mathematics and Theoretical Computer Science","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1090\/dimacs\/050\/06","volume-title":"Extrernal Memory Alogrithms","author":"J. Abello","year":"1999","unstructured":"Abello, J., Pardalos, P., Resende, M.G.: On maximum clique problems in very large graphs. In: Abello, J.M., Vitter, J.S. (eds.) Extrernal Memory Alogrithms. Dimacs Series In Discrete Mathematics and Theoretical Computer Science, vol.\u00a050, pp. 119\u2013130. American Mathematical society, Boston (1999)"},{"key":"30_CR7","unstructured":"Qi, J., Zhang, Y., Shu, H., Li, Y., Ge, L.: Churn prediction with limited information in fixed-line telecommunication. In: Proc. 5th Int. Symp. Communication Systems Networks and Digital Signal Processing, pp. 423\u2013426 (2006)"},{"key":"30_CR8","unstructured":"Ferreira, J., Vellasco, M., Pacheco, M., Barbosa, C.: Data mining techniques on the evaluation of wireless churn. In: ESANN 2004 European Symposium on Artificial Neural Networks, Citeseer, pp. 483\u2013488 (2004)"},{"key":"30_CR9","doi-asserted-by":"crossref","unstructured":"Archaux, C., Laanaya, H., Martin, A., Khenchaf, A.: An SVM based churn detector in prepaid mobile telephony. In: Int. Conf. Information & Communication Technologies (ICTTA), pp. 19\u201323 (2004)","DOI":"10.1109\/ICTTA.2004.1307830"},{"key":"30_CR10","doi-asserted-by":"crossref","unstructured":"Wei, C., Chiu, I.: Turning telecommunications call details to churn prediction. In: Expert Systems with Applications, vol.\u00a023, pp. 4103\u20134112 (2002)","DOI":"10.1016\/S0957-4174(02)00030-1"},{"issue":"6","key":"30_CR11","doi-asserted-by":"publisher","first-page":"532","DOI":"10.1109\/TEVC.2003.819264","volume":"7","author":"W. Au","year":"2003","unstructured":"Au, W., Chan, K., Yao, X.: A novel evolutionary data mining algorithm with applications to churn prediction. IEEE Trans. Evol. Comp.\u00a07(6), 532\u2013545 (2003)","journal-title":"IEEE Trans. Evol. Comp."},{"key":"30_CR12","doi-asserted-by":"crossref","unstructured":"Bin, L., Peiji, S., Juan, L.: Customer Churn Prediction Based on the Decision Tree in Personal Handyphone System Service. In: 2007 Int. Conf. Service Systems and Service Management, pp. 1\u20135 (2007)","DOI":"10.1109\/ICSSSM.2007.4280145"},{"issue":"3","key":"30_CR13","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1023\/A:1011122126881","volume":"12","author":"J. Goldenberg","year":"2001","unstructured":"Goldenberg, J., Libai, B.: Talk of the network: A complex systems look at the underlying process of word-of-mouth. Marketing Letters\u00a012(3), 211\u2013223 (2001)","journal-title":"Marketing Letters"},{"key":"30_CR14","first-page":"70","volume-title":"Proc. 8th ACM SIGKDD","author":"M. Richardson","year":"2002","unstructured":"Richardson, M., Domingos, P.: Mining knowledge-sharing sites for viral marketing. In: Proc. 8th ACM SIGKDD, p. 70. ACM, New York (2002)"},{"key":"30_CR15","doi-asserted-by":"crossref","unstructured":"Ziegler, C., Lausen, G.: Spreading activation models for trust propagation. In: Proc. IEEE Int. Conf. on e-Technology, e-Commerce, and e-Service, Citeseer, pp. 83\u201397 (2004)","DOI":"10.1109\/EEE.2004.1287293"},{"issue":"2","key":"30_CR16","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1016\/j.eswa.2005.09.028","volume":"31","author":"P.A. Est\u00e9vez","year":"2006","unstructured":"Est\u00e9vez, P.A., Held, C.M., Perez, C.A.: Subscription fraud prevention in telecommunications using fuzzy rules and neural networks. Expert Systems with Applications\u00a031(2), 337\u2013344 (2006)","journal-title":"Expert Systems with Applications"},{"issue":"13","key":"30_CR17","doi-asserted-by":"publisher","first-page":"1727","DOI":"10.1016\/j.patrec.2007.04.015","volume":"28","author":"D. Xing","year":"2007","unstructured":"Xing, D., Girolami, M.: Employing Latent Dirichlet Allocation for fraud detection in telecommunications. Pattern Recognition Letters\u00a028(13), 1727\u20131734 (2007)","journal-title":"Pattern Recognition Letters"},{"key":"30_CR18","unstructured":"Hilas, C., Sahalos, J.: User profiling for fraud detection in telecommunication networks. In: 5th Int. Conf. technology and automation, pp. 382\u2013387 (2005)"},{"key":"30_CR19","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1145\/1287853.1287868","volume-title":"MobiCom \u201907","author":"H. Zang","year":"2007","unstructured":"Zang, H., Bolot, J.C.: Mining call and mobility data to improve paging efficiency in cellular networks. In: MobiCom \u201907, pp. 123\u2013134. ACM, New York (2007)"},{"key":"30_CR20","unstructured":"How to generate customer loyalty in mobile markets. Technical report, Nokia Siemens Networks (March 2009)"},{"key":"30_CR21","unstructured":"Hohwald, H., Frias-Martinez, E., Oliver, N.: ARBUD: A Reusable Architecture for Building User Models from Massive Datasets. In: UMAP 2010 (submitted, 2010)"},{"key":"30_CR22","unstructured":"Dean, J., Ghemawat, S.: Mapreduce: Simplified data processing on large clusters, 137\u2013150 (2004)"}],"container-title":["Lecture Notes in Computer Science","User Modeling, Adaptation, and Personalization"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-13470-8_30","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,29]],"date-time":"2019-05-29T23:19:56Z","timestamp":1559171996000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-13470-8_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642134692","9783642134708"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-13470-8_30","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010]]}}}