{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,17]],"date-time":"2026-08-17T15:02:48Z","timestamp":1786978968020,"version":"build-2736575974"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319227283","type":"print"},{"value":"9783319227290","type":"electronic"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-22729-0_10","type":"book-chapter","created":{"date-parts":[[2015,8,4]],"date-time":"2015-08-04T07:40:07Z","timestamp":1438674007000},"page":"123-135","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":48,"title":["Big Data Analytics of Social Networks for the Discovery of \u201cFollowing\u201d Patterns"],"prefix":"10.1007","author":[{"given":"Carson Kai-Sang","family":"Leung","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fan","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2015,8,5]]},"reference":[{"key":"10_CR1","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1016\/j.future.2013.10.026","volume":"37","author":"A Cuzzocrea","year":"2014","unstructured":"Cuzzocrea, A., Leung, C.K.-S., MacKinnon, R.K.: Mining constrained frequent itemsets from distributed uncertain data. Future Gener. Comput. Syst. 37, 117\u2013126 (2014)","journal-title":"Future Gener. Comput. Syst."},{"issue":"1","key":"10_CR2","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: MapReduce: simplified data processing on large clusters. Commun. ACM 51(1), 107\u2013113 (2008)","journal-title":"Commun. ACM"},{"key":"10_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1007\/978-3-642-32584-7_21","volume-title":"Data Warehousing and Knowledge Discovery","author":"N Dhahri","year":"2012","unstructured":"Dhahri, N., Trabelsi, C., Ben Yahia, S.: RssE-Miner: a new approach for efficient events mining from social media RSS feeds. In: Cuzzocrea, A., Dayal, U. (eds.) DaWaK 2012. LNCS, vol. 7448, pp. 253\u2013264. Springer, Heidelberg (2012)"},{"key":"10_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1007\/978-3-319-10160-6_28","volume-title":"Data Warehousing and Knowledge Discovery","author":"F Jiang","year":"2014","unstructured":"Jiang, F., Leung, C.K.-S.: Mining interesting \u201cFollowing\u201d patterns from social networks. In: Bellatreche, L., Mohania, M.K. (eds.) DaWaK 2014. LNCS, vol. 8646, pp. 308\u2013319. Springer, Heidelberg (2014)"},{"key":"10_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1007\/978-3-642-40131-2_18","volume-title":"Data Warehousing and Knowledge Discovery","author":"F Jiang","year":"2013","unstructured":"Jiang, F., Leung, C.K.-S.: Stream mining of frequent patterns from delayed batches of uncertain data. In: Bellatreche, L., Mohania, M.K. (eds.) DaWaK 2013. LNCS, vol. 8057, pp. 209\u2013221. Springer, Heidelberg (2013)"},{"key":"10_CR6","doi-asserted-by":"crossref","unstructured":"Jiang, F., Leung, C.K.-S., Liu, D., Peddle, A.M.: Discovery of really popular friends from social networks. In: IEEE BDCloud 2014, pp. 342\u2013349. IEEE, Los Alamitos (2014)","DOI":"10.1109\/BDCloud.2014.110"},{"key":"10_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1007\/978-3-319-18032-8_9","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"Y Kang","year":"2015","unstructured":"Kang, Y., Yu, B., Wang, W., Meng, D.: Spectral Clustering for Large-Scale Social Networks via a Pre-Coarsening Sampling based Nystr\u00f6m Method. In: Cao, T., Lim, E.-P., Zhou, Z.-H., Ho, T.-B., Cheung, D., Motoda, H. (eds.) PAKDD 2015, Part II. LNCS (LNAI), vol. 9078, pp. 106\u2013118. Springer, Heidelberg (2015)"},{"key":"10_CR8","first-page":"174","volume":"8","author":"CK-S Leung","year":"2013","unstructured":"Leung, C.K.-S., Cuzzocrea, A., Jiang, F.: Discovering frequent patterns from uncertain data streams with time-fading and landmark models. LNCS TLDKS 8, 174\u2013196 (2013)","journal-title":"LNCS TLDKS"},{"key":"10_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1007\/978-3-319-10160-6_11","volume-title":"Data Warehousing and Knowledge Discovery","author":"CK-S Leung","year":"2014","unstructured":"Leung, C.K.-S., MacKinnon, R.K.: BLIMP: a compact tree structure for uncertain frequent pattern mining. In: Bellatreche, L., Mohania, M.K. (eds.) DaWaK 2014. LNCS, vol. 8646, pp. 115\u2013123. Springer, Heidelberg (2014)"},{"key":"10_CR10","first-page":"893","volume-title":"IEEE ICDM 2014","author":"CK-S Leung","year":"2014","unstructured":"Leung, C.K.-S., MacKinnon, R.K., Tanbeer, S.K.: Fast algorithms for frequent itemset mining from uncertain data. In: Kumar, R., Toivonen, H., Pei, J., Huang, J.Z., Wu, X. (eds.) IEEE ICDM 2014, pp. 893\u2013898. IEEE, Los Alamitos (2014)"},{"key":"10_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1007\/978-3-642-32584-7_24","volume-title":"Data Warehousing and Knowledge Discovery","author":"CK-S Leung","year":"2012","unstructured":"Leung, C.K.-S., Tanbeer, S.K.: Mining popular patterns from transactional databases. In: Cuzzocrea, A., Dayal, U. (eds.) DaWaK 2012. LNCS, vol. 7448, pp. 291\u2013302. Springer, Heidelberg (2012)"},{"key":"10_CR12","doi-asserted-by":"crossref","unstructured":"Leung, C.K.-S., Tanbeer, S.K., Cameron, J.J.: Interactive discovery of influential friends from social networks. Soc. Netw. Anal. Min. 4(1), Article 154 (2014)","DOI":"10.1007\/s13278-014-0154-z"},{"key":"10_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1007\/978-3-642-40131-2_26","volume-title":"Data Warehousing and Knowledge Discovery","author":"L Ma","year":"2013","unstructured":"Ma, L., Huang, H., He, Q., Chiew, K., Wu, J., Che, Y.: GMAC: a seed-insensitive approach to local community detection. In: Bellatreche, L., Mohania, M.K. (eds.) DaWaK 2013. LNCS, vol. 8057, pp. 297\u2013308. Springer, Heidelberg (2013)"},{"issue":"3","key":"10_CR14","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/MIC.2012.50","volume":"16","author":"S Madden","year":"2012","unstructured":"Madden, S.: From databases to big data. IEEE Internet Comput. 16(3), 4\u20136 (2012)","journal-title":"IEEE Internet Comput."},{"key":"10_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1007\/978-3-319-10160-6_13","volume-title":"Data Warehousing and Knowledge Discovery","author":"TS Mumu","year":"2014","unstructured":"Mumu, T.S., Ezeife, C.I.: Discovering community preference influence network by social network opinion posts Mining. In: Bellatreche, L., Mohania, M.K. (eds.) DaWaK 2014. LNCS, vol. 8646, pp. 136\u2013145. Springer, Heidelberg (2014)"},{"key":"10_CR16","first-page":"173","volume-title":"ACM CHI 2015","author":"E Rader","year":"2015","unstructured":"Rader, E., Gray, R.: Understanding user beliefs about algorithmic curation in the facebook news feed. In: Begole, B., Kim, J., Inkpen, K., Woo, W. (eds.) ACM CHI 2015, pp. 173\u2013182. ACM, New York (2015)"},{"key":"10_CR17","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1145\/2684822.2685316","volume-title":"ACM WSDM 2015","author":"A Rajadesingan","year":"2015","unstructured":"Rajadesingan, A., Zafarani, R., Liu, H.: Sarcasm detection on Twitter: a behavioral modeling approach. In: Cheng, X., Li, H., Gabrilovich, E., Tang, J. (eds.) ACM WSDM 2015, pp. 97\u2013106. ACM, New York (2015)"},{"issue":"2\u20133","key":"10_CR18","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1080\/10919392.2014.896715","volume":"24","author":"SK Tanbeer","year":"2014","unstructured":"Tanbeer, S.K., Leung, C.K.-S., Cameron, J.J.: Interactive mining of strong friends from social networks and its applications in e-commerce. J. Organ. Comput. Electron. Commer. 24(2\u20133), 157\u2013173 (2014)","journal-title":"J. Organ. Comput. Electron. Commer."},{"key":"10_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1007\/978-3-642-40131-2_27","volume-title":"Data Warehousing and Knowledge Discovery","author":"EH-C Wei","year":"2013","unstructured":"Wei, E.H.-C., Koh, Y.S., Dobbie, G.: Finding maximal overlapping communities. In: Bellatreche, L., Mohania, M.K. (eds.) DaWaK 2013. LNCS, vol. 8057, pp. 309\u2013316. Springer, Heidelberg (2013)"},{"key":"10_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1007\/978-3-642-40131-2_28","volume-title":"Data Warehousing and Knowledge Discovery","author":"W Yu","year":"2013","unstructured":"Yu, W., Coenen, F., Zito, M., El Salhi, S.: Minimal vertex unique labelled subgraph mining. In: Bellatreche, L., Mohania, M.K. (eds.) DaWaK 2013. LNCS, vol. 8057, pp. 317\u2013326. Springer, Heidelberg (2013)"}],"container-title":["Lecture Notes in Computer Science","Big Data Analytics and Knowledge Discovery"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-22729-0_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,21]],"date-time":"2023-02-21T01:26:51Z","timestamp":1676942811000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-22729-0_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319227283","9783319227290"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-22729-0_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"5 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}