{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T12:01:24Z","timestamp":1725796884564},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319091525"},{"type":"electronic","value":"9783319091532"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-09153-2_3","type":"book-chapter","created":{"date-parts":[[2014,7,2]],"date-time":"2014-07-02T06:14:42Z","timestamp":1404281682000},"page":"31-45","source":"Crossref","is-referenced-by-count":8,"title":["Link Prediction in Online Social Networks Using Group Information"],"prefix":"10.1007","author":[{"given":"Jorge Carlos","family":"Valverde-Rebaza","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alneu","family":"de Andrade Lopes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"3_CR1","doi-asserted-by":"crossref","unstructured":"Benchettara, N., Kanawati, R., Rouveirol, C.: A supervised machine learning link prediction approach for academic collaboration recommendation. In: RecSys 2010, pp. 253\u2013256 (2010)","DOI":"10.1145\/1864708.1864760"},{"issue":"1-6","key":"3_CR2","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1016\/S1389-1286(00)00083-9","volume":"33","author":"A. Broder","year":"2000","unstructured":"Broder, A., Kumar, R., Maghoul, F., Raghavan, P., Rajagopalan, S., Stata, R., Tomkins, A., Wiener, J.: Graph structure in the web. Comput. Netw.\u00a033(1-6), 309\u2013320 (2000)","journal-title":"Comput. Netw."},{"key":"3_CR3","first-page":"1","volume":"7","author":"J. Demsar","year":"2006","unstructured":"Demsar, J.: Statistical comparisons of classifiers over multiple data sets. JMLR\u00a07, 1\u201330 (2006)","journal-title":"JMLR"},{"key":"3_CR4","doi-asserted-by":"crossref","unstructured":"Fatourechi, M., Ward, R.K., Mason, S.G., Huggins, J., Schlogl, A., Birch, G.E.: Comparison of evaluation metrics in classification applications with imbalanced datasets. In: ICMLA 2008, pp. 777\u2013782 (2008)","DOI":"10.1109\/ICMLA.2008.34"},{"key":"3_CR5","unstructured":"Al Hasan, M., Chaoji, V., Salem, S., Zaki, M.: Link prediction using supervised learning. In: SDM 2006 Workshop on Link Analysis, Counterterrorism and Security (2006)"},{"key":"3_CR6","doi-asserted-by":"crossref","unstructured":"Hastie, T., Tibshirani, R., Friedman, J.: The elements of statistical learning: data mining, inference and prediction, 2nd edn. Springer (2009)","DOI":"10.1007\/978-0-387-84858-7"},{"key":"3_CR7","doi-asserted-by":"crossref","unstructured":"Hoseini, E., Hashemi, S., Hamzeh, A.: Link prediction in social network using co-clustering based approach. In: WAINA 2012, pp. 795\u2013800. IEEE (2012)","DOI":"10.1109\/WAINA.2012.189"},{"issue":"7","key":"3_CR8","doi-asserted-by":"publisher","first-page":"1019","DOI":"10.1002\/asi.20591","volume":"58","author":"D. Liben-Nowell","year":"2007","unstructured":"Liben-Nowell, D., Kleinberg, J.: The link-prediction problem for social networks. JASIST\u00a058(7), 1019\u20131031 (2007)","journal-title":"JASIST"},{"key":"3_CR9","doi-asserted-by":"crossref","unstructured":"Lichtenwalter, R.N., Lussier, J.T., Chawla, N.V.: New perspectives and methods in link prediction. In: ACM SIGKDD KDD 2010, pp. 243\u2013252. ACM (2010)","DOI":"10.1145\/1835804.1835837"},{"issue":"6","key":"3_CR10","doi-asserted-by":"publisher","first-page":"1150","DOI":"10.1016\/j.physa.2010.11.027","volume":"390","author":"L. L\u00fc","year":"2011","unstructured":"L\u00fc, L., Zhou, T.: Link prediction in complex networks: A survey. Physica A: Statistical Mechanics and its Applications\u00a0390(6), 1150\u20131170 (2011)","journal-title":"Physica A: Statistical Mechanics and its Applications"},{"key":"3_CR11","doi-asserted-by":"crossref","unstructured":"Mislove, A., Marcon, M., Gummadi, K.P., Druschel, P., Bhattacharjee, B.: Measurement and analysis of online social networks. In: ACM SIGCOMM IMC 2007, pp. 29\u201342. ACM (2007)","DOI":"10.1145\/1298306.1298311"},{"key":"3_CR12","doi-asserted-by":"crossref","unstructured":"Soundarajan, S., Hopcroft, J.: Using community information to improve the precision of link prediction methods. In: WWW 2012, pp. 607\u2013608. ACM (2012)","DOI":"10.1145\/2187980.2188150"},{"key":"3_CR13","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1007\/978-3-642-34459-6_10","volume-title":"Advances in Artificial Intelligence - SBIA 2012","author":"J. Valverde-Rebaza","year":"2012","unstructured":"Valverde-Rebaza, J., de Andrade Lopes, A.: Link prediction in complex networks based on cluster information. In: Barros, L.N., Finger, M., Pozo, A.T., Gimen\u00e9nez-Lugo, G.A., Castilho, M. (eds.) SBIA 2012. LNCS (LNAI), vol.\u00a07589, pp. 92\u2013101. Springer, Heidelberg (2012)"},{"key":"3_CR14","doi-asserted-by":"crossref","unstructured":"Valverde-Rebaza, J., de Andrade Lopes, A.: Structural Link Prediction Using Community Information on Twitter. In: CASoN 2012, pp. 132\u2013137. IEEE (2012)","DOI":"10.1109\/CASoN.2012.6412391"},{"issue":"4","key":"3_CR15","doi-asserted-by":"publisher","first-page":"1063","DOI":"10.1007\/s13278-013-0142-8","volume":"3","author":"J. Valverde-Rebaza","year":"2013","unstructured":"Valverde-Rebaza, J., de Andrade Lopes, A.: Exploiting behaviors of communities of Twitter users for link prediction. Social Network Analysis and Mining\u00a03(4), 1063\u20131074 (2013)","journal-title":"Social Network Analysis and Mining"},{"key":"3_CR16","doi-asserted-by":"crossref","unstructured":"Yin, D., Hong, L., Davison, B.D.: Structural link analysis and prediction in microblogs. In: CIKM 2011, pp. 1163\u20131168 (2011)","DOI":"10.1145\/2063576.2063743"},{"issue":"2","key":"3_CR17","doi-asserted-by":"publisher","first-page":"55437","DOI":"10.1371\/journal.pone.0055437","volume":"8","author":"Q.-M. Zhang","year":"2013","unstructured":"Zhang, Q.-M., L\u00fc, L., Wang, W.-Q., Zhu, Y.-X., Zhou, T.: Potential theory for directed networks. PLoS ONE\u00a08(2), e55437 (2013)","journal-title":"PLoS ONE"},{"key":"3_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/978-3-642-14929-0_6","volume-title":"Advances in Social Network Mining and Analysis","author":"E. Zheleva","year":"2010","unstructured":"Zheleva, E., Getoor, L., Golbeck, J., Kuter, U.: Using friendship ties and family circles for link prediction. In: Giles, L., Smith, M., Yen, J., Zhang, H. (eds.) SNAKDD 2008. LNCS, vol.\u00a05498, pp. 97\u2013113. Springer, Heidelberg (2010)"}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2014"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-09153-2_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,27]],"date-time":"2019-05-27T02:08:11Z","timestamp":1558922891000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-09153-2_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319091525","9783319091532"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-09153-2_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}