{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T11:37:42Z","timestamp":1772019462619,"version":"3.50.1"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030235017","type":"print"},{"value":"9783030235024","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"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":[[2019]]},"DOI":"10.1007\/978-3-030-23502-4_11","type":"book-chapter","created":{"date-parts":[[2019,6,17]],"date-time":"2019-06-17T23:09:30Z","timestamp":1560812970000},"page":"146-160","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Exploiting the Spam Correlations in Scalable Online Social Spam Detection"],"prefix":"10.1007","author":[{"given":"Hailu","family":"Xu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liting","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pinchao","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Boyuan","family":"Guan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,6,14]]},"reference":[{"key":"11_CR1","unstructured":"How fake news goes viral: a case study (2016). https:\/\/www.nytimes.com\/2016\/11\/20\/business\/media\/how-fake-news-spreads.html"},{"key":"11_CR2","unstructured":"Global enterprise spam filter market (2019). https:\/\/www.zionmarketresearch.com\/report\/enterprise-spam-filter-market"},{"issue":"2","key":"11_CR3","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1257\/jep.31.2.211","volume":"31","author":"H Allcott","year":"2017","unstructured":"Allcott, H., Gentzkow, M.: Social media and fake news in the 2016 election. J. Econ. Perspect. 31(2), 211\u201336 (2017)","journal-title":"J. Econ. Perspect."},{"key":"11_CR4","doi-asserted-by":"crossref","unstructured":"Bhimani, J., Mi, N., Leeser, M.: Performance prediction techniques for scalable large data processing in distributed MPI systems. In: 2016 IEEE 35th International Performance Computing and Communications Conference (IPCCC) (2016)","DOI":"10.1109\/PCCC.2016.7820608"},{"key":"11_CR5","unstructured":"Breeden, A.: Child abduction rumors lead to violence against roma in france, March 2019. https:\/\/www.nytimes.com\/2019\/03\/28\/world\/europe\/roma-kidnap-rumors-france.html"},{"issue":"8","key":"11_CR6","doi-asserted-by":"publisher","first-page":"1489","DOI":"10.1109\/JSAC.2002.803069","volume":"20","author":"M Castro","year":"2002","unstructured":"Castro, M., Druschel, P., Kermarrec, A.M., Rowstron, A.I.: Scribe: a large-scale and decentralized application-level multicast infrastructure. IEEE J. Sel. Areas Commun. 20(8), 1489\u20131499 (2002)","journal-title":"IEEE J. Sel. Areas Commun."},{"issue":"4","key":"11_CR7","doi-asserted-by":"publisher","first-page":"914","DOI":"10.1109\/TIFS.2016.2621888","volume":"12","author":"C Chen","year":"2017","unstructured":"Chen, C., Wang, Y., Zhang, J., Xiang, Y., Zhou, W., Min, G.: Statistical features-based real-time detection of drifted Twitter spam. IEEE Trans. Inf. Forensics Secur. 12(4), 914\u2013925 (2017)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"issue":"3","key":"11_CR8","doi-asserted-by":"publisher","first-page":"e90315","DOI":"10.1371\/journal.pone.0090315","volume":"9","author":"L Coviello","year":"2014","unstructured":"Coviello, L., et al.: Detecting emotional contagion in massivesocial networks. PloS ONE 9(3), e90315 (2014)","journal-title":"PloS ONE"},{"key":"11_CR9","unstructured":"Gao, H., Chen, Y., Lee, K., Palsetia, D., Choudhary, A.N.: Towards online spam filtering in social networks. In: NDSS vol. 12, pp. 1\u201316 (2012)"},{"key":"11_CR10","doi-asserted-by":"crossref","unstructured":"Gao, H., Hu, J., Wilson, C., Li, Z., Chen, Y., Zhao, B.Y.: Detecting and characterizing social spam campaigns. In: Proceedings of the 10th ACM SIGCOMM Conference on Internet Measurement. ACM (2010)","DOI":"10.1145\/1879141.1879147"},{"key":"11_CR11","doi-asserted-by":"publisher","first-page":"4343","DOI":"10.1038\/srep04343","volume":"4","author":"NO Hodas","year":"2014","unstructured":"Hodas, N.O., Lerman, K.: The simple rules of social contagion. Sci. Rep. 4, 4343 (2014)","journal-title":"Sci. Rep."},{"key":"11_CR12","doi-asserted-by":"crossref","unstructured":"Hoefler, T., Barak, A., Shiloh, A., Drezner, Z.: Corrected gossip algorithms for fast reliable broadcast on unreliable systems. In: Parallel and Distributed Processing Symposium (IPDPS) (2017)","DOI":"10.1109\/IPDPS.2017.36"},{"key":"11_CR13","doi-asserted-by":"crossref","unstructured":"Jiang, J., et al.: Understanding latent interactions in online social networks. ACM Trans. Web (TWEB) (2013)","DOI":"10.1145\/2517040"},{"key":"11_CR14","first-page":"1","volume":"3\u20134","author":"I Kayes","year":"2017","unstructured":"Kayes, I., Iamnitchi, A.: Privacy and security in online social networks: a survey. Online Soc. Netw. Media 3\u20134, 1\u201321 (2017)","journal-title":"Online Soc. Netw. Media"},{"key":"11_CR15","doi-asserted-by":"crossref","unstructured":"Mukherjee, A., Liu, B., Glance, N.: Spotting fake reviewer groups in consumer reviews. In: Proceedings of the 21st International Conference on World Wide Web. ACM (2012)","DOI":"10.1145\/2187836.2187863"},{"key":"11_CR16","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1007\/978-3-319-31861-5_7","volume-title":"Data Science and Big Data Computing","author":"D Pop","year":"2016","unstructured":"Pop, D., Iuhasz, G., Petcu, D.: Distributed platforms and cloud services: enabling machine learning for big data. In: Mahmood, Z. (ed.) Data Science and Big Data Computing, pp. 139\u2013159. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-31861-5_7"},{"key":"11_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1007\/3-540-45518-3_18","volume-title":"Middleware 2001","author":"A Rowstron","year":"2001","unstructured":"Rowstron, A., Druschel, P.: Pastry: scalable, decentralized object location, and routing for large-scale peer-to-peer systems. In: Guerraoui, R. (ed.) Middleware 2001. LNCS, vol. 2218, pp. 329\u2013350. Springer, Heidelberg (2001). https:\/\/doi.org\/10.1007\/3-540-45518-3_18"},{"issue":"1","key":"11_CR18","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1109\/TIFS.2015.2482465","volume":"11","author":"X Ruan","year":"2016","unstructured":"Ruan, X., Wu, Z., Wang, H., Jajodia, S.: Profiling online social behaviors for compromised account detection. IEEE Trans. Inf. Forensics Secur. 11(1), 176\u2013187 (2016)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"11_CR19","doi-asserted-by":"crossref","unstructured":"Salaria, S., Brown, K., Jitsumoto, H., Matsuoka, S.: Evaluation of HPC-big data applications using cloud platforms. In: Proceedings of the 17th IEEE\/ACM International Symposium on Cluster, Cloud and Grid Computing (2017)","DOI":"10.1109\/CCGRID.2017.143"},{"key":"11_CR20","doi-asserted-by":"crossref","unstructured":"Sedhai, S., Sun, A.: Effect of spam on hashtag recommendation for Tweets. In: Proceedings of the 25th International Conference Companion on World Wide Web. pp. 97\u201398. International World Wide Web Conferences Steering Committee (2016)","DOI":"10.1145\/2872518.2889404"},{"issue":"7","key":"11_CR21","doi-asserted-by":"publisher","first-page":"1585","DOI":"10.1109\/TIFS.2017.2675361","volume":"12","author":"S Shehnepoor","year":"2017","unstructured":"Shehnepoor, S., Salehi, M., Farahbakhsh, R., Crespi, N.: NetSpam: a network-based spam detection framework for reviews in online social media. IEEE Trans. Inf. Forensics Secur. 12(7), 1585\u20131595 (2017)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"11_CR22","doi-asserted-by":"crossref","unstructured":"VanDam, C., Tan, P.N.: Detecting hashtag hijacking from Twitter. In: Proceedings of the 8th ACM Conference on Web Science. ACM (2016)","DOI":"10.1145\/2908131.2908179"},{"key":"11_CR23","unstructured":"Viswanath, B., et al.: Towards detecting anomalous user behavior in online social networks. In: USENIX Security Symposium (2014)"},{"key":"11_CR24","unstructured":"Wang, A.H.: Don\u2019t follow me: spam detection in Twitter. In: 2010 International Conference on Security and Cryptography (SECRYPT), pp. 1\u201310. IEEE (2010)"},{"key":"11_CR25","doi-asserted-by":"crossref","unstructured":"Wang, D., Pu, C.: Bean: a behavior analysis approach of URL spam filtering in Twitter. In: 2015 IEEE International Conference on Information Reuse and Integration (IRI). IEEE (2015)","DOI":"10.1109\/IRI.2015.69"},{"issue":"8","key":"11_CR26","doi-asserted-by":"publisher","first-page":"2216","DOI":"10.1109\/TKDE.2016.2556661","volume":"28","author":"W Xie","year":"2016","unstructured":"Xie, W., Zhu, F., Jiang, J., Lim, E.P., Wang, K.: TopicSketch: real-time bursty topic detection from Twitter. IEEE Trans. Knowl. Data Eng. 28(8), 2216\u20132229 (2016)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"3","key":"11_CR27","doi-asserted-by":"publisher","first-page":"1285","DOI":"10.1007\/s10586-015-0456-6","volume":"18","author":"W Xing","year":"2015","unstructured":"Xing, W., Jie, W., Tsoumakos, D., Ghanem, M.: A network approach for managing and processing big cancer data in clouds. Clust. Comput. 18(3), 1285\u20131294 (2015)","journal-title":"Clust. Comput."},{"key":"11_CR28","doi-asserted-by":"crossref","unstructured":"Xu, H., Guan, B., Liu, P., Escudero, W., Hu, L.: Harnessing the nature of spam in scalable online social spam detection. In: 2018 IEEE International Conference on Big Data (Big Data). IEEE (2018)","DOI":"10.1109\/BigData.2018.8621926"},{"key":"11_CR29","doi-asserted-by":"crossref","unstructured":"Xu, H., et al.: Oases: an online scalable spam detection system for social networks. In: 2018 IEEE 11th International Conference on Cloud Computing (CLOUD) (2018)","DOI":"10.1109\/CLOUD.2018.00020"},{"key":"11_CR30","doi-asserted-by":"crossref","unstructured":"Xu, H., Sun, W., Javaid, A.: Efficient spam detection across online social networks. In: 2016 IEEE International Conference on Big Data Analysis (2016)","DOI":"10.1109\/ICBDA.2016.7509829"},{"issue":"3","key":"11_CR31","first-page":"25","volume":"9","author":"J Zhang","year":"2015","unstructured":"Zhang, J., Tang, J., Li, J., Liu, Y., Xing, C.: Who influenced you? Predicting retweet via social influence locality. ACM Trans. Knowl. Discov. Data (TKDD) 9(3), 25 (2015)","journal-title":"ACM Trans. Knowl. Discov. Data (TKDD)"},{"key":"11_CR32","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Hong, J.I., Cranor, L.F.: Cantina: a content-based approach to detecting phishing web sites. In: Proceedings of the 16th International Conference on World Wide Web, pp. 639\u2013648. ACM (2007)","DOI":"10.1145\/1242572.1242659"}],"container-title":["Lecture Notes in Computer Science","Cloud Computing \u2013 CLOUD 2019"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-23502-4_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,18]],"date-time":"2023-06-18T00:05:56Z","timestamp":1687046756000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-23502-4_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030235017","9783030235024"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-23502-4_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"14 June 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CLOUD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Cloud Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"San Diego, CA","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":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 June 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 June 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"cloud2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.thecloudcomputing.org\/2019\/index.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}