{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T16:08:27Z","timestamp":1761581307052,"version":"3.40.3"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319180311"},{"type":"electronic","value":"9783319180328"}],"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\/978-3-319-18032-8_14","type":"book-chapter","created":{"date-parts":[[2015,5,8]],"date-time":"2015-05-08T05:41:54Z","timestamp":1431063714000},"page":"177-188","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["A Semi-Supervised Framework for Social Spammer Detection"],"prefix":"10.1007","author":[{"given":"Zhaoxing","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xianchao","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hua","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenxin","family":"Liang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zengyou","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,5,9]]},"reference":[{"key":"14_CR1","doi-asserted-by":"crossref","unstructured":"Amleshwaram, A.A., Reddy, N., Yadav, S., Gu, G., Yang, C.: Cats: characterizing automation of twitter spammers. In: 2013 Fifth International Conference on Communication Systems and Networks (COMSNETS), pp. 1\u201310. IEEE (2013)","DOI":"10.1109\/COMSNETS.2013.6465541"},{"key":"14_CR2","unstructured":"Benevenuto, F., Magno, G., Rodrigues, T., Almeida, V.: Detecting spammers on twitter. In: Collaboration, Electronic messaging, Anti-Abuse and Spam Conference (CEAS) (2010)"},{"key":"14_CR3","doi-asserted-by":"crossref","unstructured":"Benevenuto, F., Rodrigues, T., Almeida, V., Almeida, J., Gon\u00e7alves, M.: Detecting spammers and content promoters in online video social networks. In: Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval(SIGIR), pp. 620\u2013627. ACM (2009)","DOI":"10.1145\/1571941.1572047"},{"key":"14_CR4","doi-asserted-by":"crossref","unstructured":"Gao, H., Hu, J., Wilson, C., Li, Z., Chen, Y., Zhao, B.: Detecting and characterizing social spam campaigns. In: Proceedings of the 10th Annual Conference on Internet Measurement(IMC), pp. 35\u201347. ACM (2010)","DOI":"10.1145\/1879141.1879147"},{"key":"14_CR5","doi-asserted-by":"crossref","unstructured":"Ghosh, S., Viswanath, B., Kooti, F., Sharma, N.K., Korlam, G., Benevenuto, F., Ganguly, N., Gummadi, K.P.: Understanding and combating link farming in the twitter social network. In: Proceedings of the 21st International Conference on World Wide Web, pp. 61\u201370. ACM (2012)","DOI":"10.1145\/2187836.2187846"},{"key":"14_CR6","doi-asserted-by":"crossref","unstructured":"Gy\u00f6ngyi, Z., Garcia-Molina, H., Pedersen, J.: Combating web spam with trustrank. In: Proceedings of the Thirtieth International Conference on Very Large Data Bases-vol. 30, pp. 576\u2013587. VLDB Endowment (2004)","DOI":"10.1016\/B978-012088469-8.50052-8"},{"issue":"6","key":"14_CR7","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1109\/MIC.2007.125","volume":"11","author":"P Heymann","year":"2007","unstructured":"Heymann, P., Koutrika, G., Garcia-Molina, H.: Fighting spam on social web sites: A survey of approaches and future challenges. IEEE Internet Computing 11(6), 36\u201345 (2007)","journal-title":"IEEE Internet Computing"},{"key":"14_CR8","doi-asserted-by":"crossref","unstructured":"Hu, X., Tang, J., Liu, H.: Online social spammer detection. In: Twenty-Eighth AAAI Conference on Artificial Intelligence (2014)","DOI":"10.1109\/ICDM.2014.141"},{"key":"14_CR9","unstructured":"Hu, X., Tang, J., Zhang, Y., Liu, H.: Social spammer detection in microblogging. In: Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence, pp. 2633\u20132639. AAAI Press (2013)"},{"key":"14_CR10","first-page":"37","volume":"6","author":"V Krishnan","year":"2006","unstructured":"Krishnan, V., Raj, R.: Web spam detection with anti-trust rank. AIRWeb. 6, 37\u201340 (2006)","journal-title":"AIRWeb."},{"key":"14_CR11","doi-asserted-by":"crossref","unstructured":"Lee, K., Caverlee, J., Webb, S.: Uncovering social spammers: social honeypots+ machine learning. In: Proceeding of the 33rd International ACM (SIGIR) Conference on Research and Development in Information Retrieval, pp. 435\u2013442. ACM (2010)","DOI":"10.1145\/1835449.1835522"},{"key":"14_CR12","doi-asserted-by":"crossref","unstructured":"Li, R., Wang, S., Deng, H., Wang, R., Chang, K.C.C.: Towards social user profiling: unified and discriminative influence model for inferring home locations. In: KDD, pp. 1023\u20131031 (2012)","DOI":"10.1145\/2339530.2339692"},{"key":"14_CR13","doi-asserted-by":"crossref","unstructured":"Prasetyo, P.K., Lo, D., Achananuparp, P., Tian, Y., Lim, E.P.: Automatic classification of software related microblogs. In: 2012 28th IEEE International Conference on Software Maintenance (ICSM), pp. 596\u2013599. IEEE (2012)","DOI":"10.1109\/ICSM.2012.6405330"},{"key":"14_CR14","doi-asserted-by":"crossref","unstructured":"Tan, E., Guo, L., Chen, S., Zhang, X., Zhao, Y.: Unik: unsupervised social network spam detection. In: Proceedings of the 22nd ACM International Conference on Conference on Information & Knowledge Management, pp. 479\u2013488. ACM (2013)","DOI":"10.1145\/2505515.2505581"},{"key":"14_CR15","unstructured":"Wang, A.: Don\u2019t follow me: Spam detection in twitter. In: Proceedings of the 2010 International Conference on Security and Cryptography (SECRYPT), pp. 1\u201310. IEEE (2010)"},{"key":"14_CR16","unstructured":"Wu, B., Goel, V., Davison, B.D.: Propagating trust and distrust to demote web spam. MTW 190 (2006)"},{"issue":"8","key":"14_CR17","doi-asserted-by":"publisher","first-page":"1280","DOI":"10.1109\/TIFS.2013.2267732","volume":"8","author":"C Yang","year":"2013","unstructured":"Yang, C., Harkreader, R., Gu, G.: Empirical evaluation and new design for fighting evolving twitter spammers. IEEE Transactions on Information Forensics and Security 8(8), 1280\u20131293 (2013)","journal-title":"IEEE Transactions on Information Forensics and Security"},{"key":"14_CR18","doi-asserted-by":"crossref","unstructured":"Yang, C., Harkreader, R., Zhang, J., Shin, S., Gu, G.: Analyzing spammers\u2019 social networks for fun and profit: a case study of cyber criminal ecosystem on twitter. In: Proceedings of the 21st International Conference on World Wide Web, pp. 71\u201380. ACM (2012)","DOI":"10.1145\/2187836.2187847"},{"key":"14_CR19","doi-asserted-by":"crossref","unstructured":"Zhang, X., Zhu, S., Liang, W.: Detecting spam and promoting campaigns in the twitter social network. In: Proceedings of the 2012 IEEE 12th International Conference on Data Mining, pp. 1194\u20131199. IEEE Computer Society (2012)","DOI":"10.1109\/ICDM.2012.28"},{"issue":"11","key":"14_CR20","doi-asserted-by":"publisher","first-page":"1529","DOI":"10.1109\/TKDE.2005.186","volume":"17","author":"ZH Zhou","year":"2005","unstructured":"Zhou, Z.H., Li, M.: Tri-training: Exploiting unlabeled data using three classifiers. IEEE Transactions on Knowledge and Data Engineering 17(11), 1529\u20131541 (2005)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"14_CR21","unstructured":"Zhu, Y., Wang, X., Zhong, E., Liu, N.N., Li, H., Yang, Q.: Discovering spammers in social networks. In: AAAI (2012)"}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-18032-8_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,15]],"date-time":"2023-02-15T07:36:17Z","timestamp":1676446577000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-18032-8_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319180311","9783319180328"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-18032-8_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"9 May 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}