{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T02:40:25Z","timestamp":1742956825414,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319602394"},{"type":"electronic","value":"9783319602400"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"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":[[2017]]},"DOI":"10.1007\/978-3-319-60240-0_24","type":"book-chapter","created":{"date-parts":[[2017,6,14]],"date-time":"2017-06-14T08:43:49Z","timestamp":1497429829000},"page":"204-213","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Learning Network Dynamics from Tumblr\u00ae: A Search for Influential Users"],"prefix":"10.1007","author":[{"given":"Steven","family":"Munn","sequence":"first","affiliation":[]},{"given":"Kang-Yu","family":"Ni","sequence":"additional","affiliation":[]},{"given":"Jiejun","family":"Xu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,15]]},"reference":[{"issue":"10","key":"24_CR1","doi-asserted-by":"publisher","first-page":"P10008","DOI":"10.1088\/1742-5468\/2008\/10\/P10008","volume":"2008","author":"VD Blondel","year":"2008","unstructured":"Blondel, V.D., Guillaume, J.L., Lambiotte, R., Lefebvre, E.: Fast unfolding of communities in large networks. J. Stat. Mech.: Theory Exp. 2008(10), P10008 (2008). https:\/\/doi.org\/10.1088%2F1742-5468%2F2008%2F10%2Fp10008","journal-title":"J. Stat. Mech.: Theory Exp."},{"issue":"4","key":"24_CR2","doi-asserted-by":"publisher","first-page":"1350","DOI":"10.1016\/j.patcog.2007.09.010","volume":"41","author":"C Boutsidis","year":"2008","unstructured":"Boutsidis, C., Gallopoulos, E.: SVD based initialization: a head start for nonnegative matrix factorization. Pattern Recogn. 41(4), 1350\u20131362 (2008). https:\/\/doi.org\/10.1016%2Fj.patcog.2007.09.010","journal-title":"Pattern Recogn."},{"issue":"1","key":"24_CR3","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/j.acha.2006.04.004","volume":"21","author":"RR Coifman","year":"2006","unstructured":"Coifman, R.R., Maggioni, M.: Diffusion wavelets. Appl. Comput. Harmon. Anal. 21(1), 53\u201394 (2006). https:\/\/doi.org\/10.1016%2Fj.acha.2006.04.004","journal-title":"Appl. Comput. Harmon. Anal."},{"key":"24_CR4","unstructured":"Crovella, M., Kolaczyk, E.: Graph wavelets for spatial traffic analysis. In: IEEE INFOCOM 2003. 22nd Annual Joint Conference of IEEE Computer and Communications Societies (IEEE Cat. No. 03CH37428). Institute of Electrical and Electronics Engineers (IEEE) (2003). https:\/\/doi.org\/10.1109%2Finfcom.2003.1209207"},{"key":"24_CR5","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84996-290-2","volume-title":"Discrete Calculus","author":"LJ Grady","year":"2010","unstructured":"Grady, L.J., Polimeni, J.R.: Discrete Calculus. Springer, London (2010). Nature"},{"issue":"2","key":"24_CR6","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/j.acha.2010.04.005","volume":"30","author":"DK Hammond","year":"2011","unstructured":"Hammond, D.K., Vandergheynst, P., Gribonval, R.: Wavelets on graphs via spectral graph theory. Appl. Comput. Harmon. Anal. 30(2), 129\u2013150 (2011). https:\/\/doi.org\/10.1016%2Fj.acha.2010.04.005","journal-title":"Appl. Comput. Harmon. Anal."},{"issue":"November","key":"24_CR7","first-page":"1457","volume":"5","author":"PO Hoyer","year":"2004","unstructured":"Hoyer, P.O.: Non-negative matrix factorization with sparseness constraints. J. Mach. Learn. Res. 5(November), 1457\u20131469 (2004)","journal-title":"J. Mach. Learn. Res."},{"key":"24_CR8","unstructured":"Kempe, D., Kleinberg, J., Tardos, \u00c9.: Maximizing the spread of influence through a social network. In: Proceedings of 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD 2003. Association for Computing Machinery (ACM) (2003). https:\/\/doi.org\/10.1145%2F956755.956769"},{"issue":"10","key":"24_CR9","doi-asserted-by":"publisher","first-page":"2756","DOI":"10.1162\/neco.2007.19.10.2756","volume":"19","author":"CJ Lin","year":"2007","unstructured":"Lin, C.J.: Projected gradient methods for nonnegative matrix factorization. Neural Comput. 19(10), 2756\u20132779 (2007)","journal-title":"Neural Comput."},{"key":"24_CR10","volume-title":"The Structure and Dynamics of Networks","author":"MEJ Newman","year":"2006","unstructured":"Newman, M.E.J.: The Structure and Dynamics of Networks. Princeton University Press, Princeton (2006)"},{"key":"24_CR11","unstructured":"Rodriguez, M.G., Leskovec, J., Krause, A.: Inferring networks of diffusion and influence. In: Proceedings of 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD 2010. Association for Computing Machinery (ACM) (2010). https:\/\/doi.org\/10.1145%2F1835804.1835933"},{"issue":"7","key":"24_CR12","doi-asserted-by":"publisher","first-page":"1644","DOI":"10.1109\/TSP.2013.2238935","volume":"61","author":"A Sandryhaila","year":"2013","unstructured":"Sandryhaila, A., Moura, J.M.F.: Discrete signal processing on graphs. IEEE Trans. Signal Process. 61(7), 1644\u20131656 (2013)","journal-title":"IEEE Trans. Signal Process."},{"issue":"3","key":"24_CR13","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1109\/MSP.2012.2235192","volume":"30","author":"DI Shuman","year":"2013","unstructured":"Shuman, D.I., Narang, S.K., Frossard, P., Ortega, A., Vandergheynst, P.: The emerging field of signal processing on graphs: extending high-dimensional data analysis to networks and other irregular domains. IEEE Signal Process. Mag. 30(3), 83\u201398 (2013). https:\/\/doi.org\/10.1109%2Fmsp. 2012.2235192","journal-title":"IEEE Signal Process. Mag."},{"issue":"2","key":"24_CR14","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1109\/MSP.2010.939537","volume":"28","author":"I Tosic","year":"2011","unstructured":"Tosic, I., Frossard, P.: Dictionary learning. IEEE Signal Process. Mag. 28(2), 27\u201338 (2011)","journal-title":"IEEE Signal Process. Mag."}],"container-title":["Lecture Notes in Computer Science","Social, Cultural, and Behavioral Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-60240-0_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T20:04:32Z","timestamp":1710360272000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-60240-0_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319602394","9783319602400"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-60240-0_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"15 June 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SBP-BRiMS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Social Computing, Behavioral-Cultural Modeling and  Prediction and Behavior Representation in Modeling and Simulation","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Washington","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 July 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 July 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sbp2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/sbp-brims.org\/2017\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}