{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T18:25:57Z","timestamp":1784658357730,"version":"3.55.0"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030620042","type":"print"},{"value":"9783030620059","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","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":[[2020]]},"DOI":"10.1007\/978-3-030-62005-9_13","type":"book-chapter","created":{"date-parts":[[2020,10,17]],"date-time":"2020-10-17T11:02:34Z","timestamp":1602932554000},"page":"170-182","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Detecting Social Spammers in Sina Weibo Using Extreme Deep Factorization Machine"],"prefix":"10.1007","author":[{"given":"Yuhao","family":"Wu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuzhou","family":"Fang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shuaikang","family":"Shang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lai","family":"Wei","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing","family":"Jin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haizhou","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2020,10,18]]},"reference":[{"issue":"2","key":"13_CR1","doi-asserted-by":"publisher","first-page":"799","DOI":"10.1109\/TII.2017.2753202","volume":"14","author":"M Al-Qurishi","year":"2017","unstructured":"Al-Qurishi, M., Hossain, M.S., Alrubaian, M., Rahman, S.M.M., Alamri, A.: Leveraging analysis of user behavior to identify malicious activities in large-scale social networks. IEEE Trans. Ind. Inform. 14(2), 799\u2013813 (2017)","journal-title":"IEEE Trans. Ind. Inform."},{"key":"13_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1007\/978-3-030-02922-7_13","volume-title":"Web Information Systems Engineering \u2013 WISE 2018","author":"B Alghamdi","year":"2018","unstructured":"Alghamdi, B., Xu, Y., Watson, J.: A hybrid approach for detecting spammers in online social networks. In: Hacid, H., Cellary, W., Wang, H., Paik, H.-Y., Zhou, R. (eds.) WISE 2018. LNCS, vol. 11233, pp. 189\u2013198. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-030-02922-7_13"},{"key":"13_CR3","doi-asserted-by":"crossref","unstructured":"Be\u011fenilmi\u015f, E., Uskudarli, S.: Organized behavior classification of tweet sets using supervised learning methods. In: Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, pp. 1\u20139. ACM (2018)","DOI":"10.1145\/3227609.3227665"},{"key":"13_CR4","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1016\/j.cose.2016.05.005","volume":"61","author":"Y Boshmaf","year":"2016","unstructured":"Boshmaf, Y., et al.: \u00cdntegro: leveraging victim prediction for robust fake account detection in large scale OSNs. Comput. Secur. 61, 142\u2013168 (2016)","journal-title":"Comput. Secur."},{"key":"13_CR5","doi-asserted-by":"crossref","unstructured":"Cai, C., Li, L., Zeng, D.: Detecting social bots by jointly modeling deep behavior and content information. In: Proceedings of the 26th ACM Conference on Information and Knowledge Management, pp. 1995\u20131998. ACM (2017)","DOI":"10.1145\/3132847.3133050"},{"key":"13_CR6","doi-asserted-by":"crossref","unstructured":"Cao, Q., Yang, X., Yu, J., Palow, C.: Uncovering large groups of active malicious accounts in online social networks. In: Proceedings of the 21st ACM Conference on Computer and Communications Security, pp. 477\u2013488. ACM (2014)","DOI":"10.1145\/2660267.2660269"},{"issue":"6","key":"13_CR7","doi-asserted-by":"publisher","first-page":"1053","DOI":"10.1016\/j.ipm.2016.04.009","volume":"52","author":"M Chakraborty","year":"2016","unstructured":"Chakraborty, M., Pal, S., Pramanik, R., Ravindranath Chowdary, C.: Recent developments in social spam detection and combating techniques: a survey. Inf. Process. Manag. 52(6), 1053\u20131073 (2016)","journal-title":"Inf. Process. Manag."},{"key":"13_CR8","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1016\/j.inffus.2017.11.002","volume":"44","author":"H Chen","year":"2018","unstructured":"Chen, H., Liu, J., Lv, Y., Li, M.H., Liu, M., Zheng, Q.: Semi-supervised clue fusion for spammer detection in Sina Weibo. Inf. Fusion 44, 22\u201332 (2018)","journal-title":"Inf. Fusion"},{"issue":"6","key":"13_CR9","doi-asserted-by":"publisher","first-page":"811","DOI":"10.1109\/TDSC.2012.75","volume":"9","author":"Z Chu","year":"2012","unstructured":"Chu, Z., Gianvecchio, S., Wang, H., Jajodia, S.: Detecting automation of Twitter accounts: are you a human, bot, or cyborg? IEEE Trans. Dependable Secur. Comput. 9(6), 811\u2013824 (2012)","journal-title":"IEEE Trans. Dependable Secur. Comput."},{"issue":"11","key":"13_CR10","doi-asserted-by":"publisher","first-page":"2707","DOI":"10.1109\/TIFS.2018.2825958","volume":"13","author":"M Fazil","year":"2018","unstructured":"Fazil, M., Abulaish, M.: A hybrid approach for detecting automated spammers in Twitter. IEEE Trans. Inf. Forensics Secur. 13(11), 2707\u20132719 (2018)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"13_CR11","doi-asserted-by":"publisher","first-page":"312","DOI":"10.1016\/j.ins.2018.08.019","volume":"467","author":"S Kudugunta","year":"2018","unstructured":"Kudugunta, S., Ferrara, E.: Deep neural networks for bot detection. Inf. Sci. 467, 312\u2013322 (2018)","journal-title":"Inf. Sci."},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Lian, J., Zhou, X., Zhang, F., Chen, Z., Xie, X., Sun, G.: XDeepFM: combining explicit and implicit feature interactions for recommender systems. In: Proceedings of the 24th ACM Conference on Knowledge Discovery and Data Mining, pp. 1754\u20131763. ACM (2018)","DOI":"10.1145\/3219819.3220023"},{"key":"13_CR13","doi-asserted-by":"publisher","first-page":"55108","DOI":"10.1109\/ACCESS.2019.2913005","volume":"7","author":"Y Lian","year":"2019","unstructured":"Lian, Y., Dong, X., Chi, Y., Tang, X., Liu, Y.: An internet water army detection supernetwork model. IEEE Access 7, 55108\u201355120 (2019)","journal-title":"IEEE Access"},{"key":"13_CR14","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1016\/j.inffus.2018.05.004","volume":"46","author":"O Loyola-Gonz\u00e1lez","year":"2019","unstructured":"Loyola-Gonz\u00e1lez, O., L\u00f3pez-Cuevas, A., Medina-P\u00e9rez, M.A., Cami\u00f1a, B., Ram\u00edrez-M\u00e1rquez, J.E., Monroy, R.: Fusing pattern discovery and visual analytics approaches in tweet propagation. Inf. Fusion 46, 91\u2013101 (2019)","journal-title":"Inf. Fusion"},{"key":"13_CR15","doi-asserted-by":"crossref","unstructured":"Mohammad, S., Khan, M.U., Ali, M., Liu, L., Shardlow, M., Nawaz, R.: Bot detection using a single post on social media. In: Proceedings of the 3rd World Conference on Smart Trends in Systems, Security and Sustainability, pp. 215\u2013220. IEEE (2019)","DOI":"10.1109\/WorldS4.2019.8903989"},{"key":"13_CR16","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1016\/j.physa.2015.12.148","volume":"450","author":"J Pan","year":"2016","unstructured":"Pan, J., Liu, Y., Liu, X., Hu, H.: Discriminating bot accounts based solely on temporal features of microblog behavior. Phys. A 450, 193\u2013204 (2016)","journal-title":"Phys. A"},{"key":"13_CR17","doi-asserted-by":"crossref","unstructured":"Ping, H., Qin, S.: A social bots detection model based on deep learning algorithm. In: Proceedings of the 18th IEEE International Conference on Communication Technology, pp. 1435\u20131439. IEEE (2018)","DOI":"10.1109\/ICCT.2018.8600029"},{"key":"13_CR18","doi-asserted-by":"crossref","unstructured":"Santia, G.C., Mujib, M.I., Williams, J.R.: Detecting social bots on Facebook in an information veracity context. In: Proceedings of the 13th International AAAI Conference on Web and Social Media, pp. 463\u2013472. AAAI (2019)","DOI":"10.1609\/icwsm.v13i01.3244"},{"issue":"1","key":"13_CR19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41467-017-02088-w","volume":"9","author":"C Shao","year":"2018","unstructured":"Shao, C., Ciampaglia, G.L., Varol, O., Yang, K.C., Flammini, A., Menczer, F.: The spread of low-credibility content by social bots. Nat. Commun. 9(1), 1\u20139 (2018)","journal-title":"Nat. Commun."},{"key":"13_CR20","doi-asserted-by":"crossref","unstructured":"Varol, O., Ferrara, E., Davis, C.A., Menczer, F., Flammini, A.: Online human-bot interactions: detection, estimation, and characterization. In: Proceedings of the 11th International AAAI Conference on Web and Social Media, pp. 280\u2013289. AAAI (2017)","DOI":"10.1609\/icwsm.v11i1.14871"},{"issue":"8","key":"13_CR21","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 Trans. Inf. Forensics Secur. 8(8), 1280\u20131293 (2013)","journal-title":"IEEE Trans. Inf. Forensics Secur."}],"container-title":["Lecture Notes in Computer Science","Web Information Systems Engineering \u2013 WISE 2020"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-62005-9_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,23]],"date-time":"2022-11-23T19:03:52Z","timestamp":1669230232000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-62005-9_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030620042","9783030620059"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-62005-9_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"18 October 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"WISE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Web Information Systems Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Amsterdam","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The Netherlands","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 October 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 October 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"wise2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/wasp.cs.vu.nl\/WISE2020\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}