{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T03:14:14Z","timestamp":1767237254104},"reference-count":15,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2013,2,9]],"date-time":"2013-02-09T00:00:00Z","timestamp":1360368000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Soc. Netw. Anal. Min."],"published-print":{"date-parts":[[2013,6]]},"DOI":"10.1007\/s13278-013-0097-9","type":"journal-article","created":{"date-parts":[[2013,2,9]],"date-time":"2013-02-09T01:50:26Z","timestamp":1360374626000},"page":"143-150","source":"Crossref","is-referenced-by-count":10,"title":["Application of data mining methods for link prediction in social networks"],"prefix":"10.1007","volume":"3","author":[{"given":"Zeinab","family":"Liaghat","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amir Hossein","family":"Rasekh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ala","family":"Mahdavi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,2,9]]},"reference":[{"key":"97_CR3","unstructured":"Boyd DM, Ellison NB (2008) Social network sites: definition, history and scholarship. J Comput Mediat Commun, pp 210\u2013230"},{"key":"97_CR5","doi-asserted-by":"crossref","unstructured":"Corlette D, Shipman FM (2010) Link prediction applied to an open large-scale online social network. In: Proceedings of the 21st ACM conference on Hypertext and hypermedia","DOI":"10.1145\/1810617.1810641"},{"key":"97_CR6","doi-asserted-by":"crossref","unstructured":"Cranshaw J, Toch E, Hong J, Kittur A, Sadeh N (2010) Bridging the gap between physical location and online social networks. In: Proceedings of UBICOMP\u201910, New York, pp 119\u2013128","DOI":"10.1145\/1864349.1864380"},{"key":"97_CR9","doi-asserted-by":"crossref","unstructured":"Faloutsos C, McCurley K, Tomkins A (2004) Fast Discovery of Connection Subgraphs. In: International Conference Knowledge Discovery and Data Mining, New York, NY, USA","DOI":"10.1145\/1014052.1014068"},{"key":"97_CR10","series-title":"The Leadership Quarterly, vol 21, issue 4","first-page":"600","volume-title":"Social network analysis and the evaluation of leadership networks","author":"B Hoppe","year":"2010","unstructured":"Hoppe B, Reinelt C (2010) Social network analysis and the evaluation of leadership networks., The Leadership Quarterly, vol 21, issue 4. Elsevier, Amsterdam, pp 600\u2013619"},{"key":"97_CR11","doi-asserted-by":"crossref","unstructured":"Hosmer DW, Lemeshow (2000) Applied Logistic Regression, 2nd edn. Wiley, New York","DOI":"10.1002\/0471722146"},{"key":"97_CR12","unstructured":"Kaggle.com. IJCNN social network challenge (2011) http:\/\/www.kaggle.com\/socialNetwork"},{"key":"97_CR13","doi-asserted-by":"crossref","unstructured":"Kleinbaum DG, Klein M, Pryor ER (2010) Logistic Regression: a self learning text, Springer Science and Business Media LLC","DOI":"10.1007\/978-1-4419-1742-3"},{"key":"97_CR18","doi-asserted-by":"crossref","unstructured":"Narayana A, Shi E, Rubinsten BIP (2011) Linke prediction by de-anonymization: how we won the kaggle social network challenge, The 2011 International Joint Conference Neural Networks (IJCNN)","DOI":"10.1109\/IJCNN.2011.6033446"},{"key":"97_CR19","unstructured":"Rasekh AH, Liaghat Z (2009) Predictive relationship of friendship in social networks. In: The Fifth 2011 International Conference on Data Mining, pp 14\u201315, 47\u201353"},{"key":"97_CR20","doi-asserted-by":"crossref","unstructured":"Safaei M, Sahan M, Ilkan M (2009) Social graph generation & forecasting using social network mining, 33rd Annual IEEE International Computer Software and Applications Conference","DOI":"10.1109\/COMPSAC.2009.110"},{"issue":"8","key":"97_CR22","doi-asserted-by":"crossref","first-page":"647","DOI":"10.1016\/j.cose.2005.05.003","volume":"24","author":"Y Wang","year":"2005","unstructured":"Wang Y (2005) A multinomial logistic regression modeling approach for anomaly intrusion detection. Comput Secur 24(8):647\u2013662","journal-title":"Comput Secur"},{"key":"97_CR23","unstructured":"Witten H, Eibe F (2005) Data Mining. Morgan Kauf-mann Publishers, San Francisco"},{"issue":"15","key":"97_CR27","first-page":"654","volume":"115","author":"KH Zou","year":"2007","unstructured":"Zou KH, James A, Malley O, Mauri L (2007) Receiver-operating characteristic analysis for evaluating diagnostic tests and predictive models. Circ J Am Heart Assoc 115(15):654\u2013657","journal-title":"Circ J Am Heart Assoc"},{"key":"97_CR28","unstructured":"Zhang J, Jin R, Yang Y, Hauptmann (2003) A. G. Modified Logistic Regression: an approximation to svm and it is applications in large-scale text categorization. In: Proceedings of the 20th International Conference on Machine Learning, Washington, vol 21\u201324, pp 888\u2013895"}],"container-title":["Social Network Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-013-0097-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13278-013-0097-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-013-0097-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,9]],"date-time":"2019-07-09T13:27:43Z","timestamp":1562678863000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13278-013-0097-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,2,9]]},"references-count":15,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2013,6]]}},"alternative-id":["97"],"URL":"https:\/\/doi.org\/10.1007\/s13278-013-0097-9","relation":{},"ISSN":["1869-5450","1869-5469"],"issn-type":[{"value":"1869-5450","type":"print"},{"value":"1869-5469","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,2,9]]}}}