{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:50:36Z","timestamp":1740099036493,"version":"3.37.3"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319744322"},{"type":"electronic","value":"9783319744339"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[[2018]]},"DOI":"10.1007\/978-3-319-74433-9_21","type":"book-chapter","created":{"date-parts":[[2018,2,21]],"date-time":"2018-02-21T03:42:46Z","timestamp":1519184566000},"page":"228-240","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Novel Comment Spam Filtering Method on Youtube: Sentiment Analysis and Personality Recognition"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4121-8869","authenticated-orcid":false,"given":"Enaitz","family":"Ezpeleta","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"I\u00f1aki","family":"Garitano","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ignacio","family":"Arenaza-Nu\u00f1o","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9 Mar\u00eda G\u00f3mez","family":"Hidalgo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Urko","family":"Zurutuza","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,2,22]]},"reference":[{"key":"21_CR1","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 17th ACM Conference on Computer and Communications Security, CCS 2010, pp. 681\u2013683. ACM, New York (2010)","DOI":"10.1145\/1866307.1866396"},{"key":"21_CR2","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1007\/978-3-319-32034-2_7","volume-title":"Hybrid Artificial Intelligent Systems","author":"E Ezpeleta","year":"2016","unstructured":"Ezpeleta, E., Zurutuza, U., G\u00f3mez Hidalgo, J.M.: Does sentiment analysis help in Bayesian spam filtering? In: Mart\u00ednez-\u00c1lvarez, F., Troncoso, A., Quinti\u00e1n, H., Corchado, E. (eds.) HAIS 2016. LNCS (LNAI), vol. 9648, pp. 79\u201390. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-32034-2_7"},{"key":"21_CR3","first-page":"125","volume":"57","author":"E Ezpeleta","year":"2016","unstructured":"Ezpeleta, E., Zurutuza, U., G\u00f3mez Hidalgo, J.M.: Using personality recognition techniques to improve Bayesian spam filtering. Journal Procesamiento del Lenguaje Natural 57, 125\u2013132 (2016)","journal-title":"Journal Procesamiento del Lenguaje Natural"},{"issue":"5","key":"21_CR4","doi-asserted-by":"crossref","first-page":"475","DOI":"10.1007\/s10207-016-0321-5","volume":"15","author":"A Almaatouq","year":"2016","unstructured":"Almaatouq, A., Shmueli, E., Nouh, M., Alabdulkareem, A., Singh, V.K., Alsaleh, M., Alarifi, A., Alfaris, A., Pentland, A.S.: If it looks like a spammer and behaves like a spammer, it must be a spammer: analysis and detection of microblogging spam accounts. Int. J. Inf. Secur. 15(5), 475\u2013491 (2016)","journal-title":"Int. J. Inf. Secur."},{"key":"21_CR5","doi-asserted-by":"crossref","unstructured":"Stringhini, G., Kruegel, C., Vigna, G.: Detecting spammers on social networks. In: Proceedings of the 26th Annual Computer Security Applications Conference, ACSAC 2010, pp. 1\u20139. ACM, New York (2010)","DOI":"10.1145\/1920261.1920263"},{"key":"21_CR6","doi-asserted-by":"crossref","unstructured":"Wang, D., Irani, D., Pu, C.: A social-spam detection framework. In: Proceedings of the 8th Annual Collaboration, Electronic Messaging, Anti-abuse and Spam Conference, pp. 46\u201354. ACM (2011)","DOI":"10.1145\/2030376.2030382"},{"key":"21_CR7","unstructured":"Egele, M., Stringhini, G., Kruegel, C., Vigna, G.: COMPA: detecting compromised accounts on social networks. In: NDSS. The Internet Society (2013)"},{"key":"21_CR8","unstructured":"Gao, H., Chen, Y., Lee, K., Palsetia, D., Choudhary, A.N.: Towards online spam filtering in social networks. In: NDSS. The Internet Society (2012)"},{"issue":"1","key":"21_CR9","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1093\/jigpal\/jzw040","volume":"25","author":"E Ezpeleta","year":"2017","unstructured":"Ezpeleta, E., Zurutuza, U., Hidalgo, J.M.G.: A study of the personalization of spam content using facebook public information. Log. J. IGPL 25(1), 30\u201341 (2017)","journal-title":"Log. J. IGPL"},{"key":"21_CR10","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":"21_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1007\/978-3-642-23644-0_16","volume-title":"Recent Advances in Intrusion Detection","author":"J Song","year":"2011","unstructured":"Song, J., Lee, S., Kim, J.: Spam filtering in twitter using sender-receiver relationship. In: Sommer, R., Balzarotti, D., Maier, G. (eds.) RAID 2011. LNCS, vol. 6961, pp. 301\u2013317. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-23644-0_16"},{"key":"21_CR12","unstructured":"Wang, A.H.: 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":"21_CR13","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1016\/j.neucom.2015.02.047","volume":"159","author":"X Zheng","year":"2015","unstructured":"Zheng, X., Zeng, Z., Chen, Z., Yu, Y., Rong, C.: Detecting spammers on social networks. Neurocomputing 159, 27\u201334 (2015)","journal-title":"Neurocomputing"},{"issue":"1\u20132","key":"21_CR14","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1561\/1500000011","volume":"2","author":"B Pang","year":"2008","unstructured":"Pang, B., Lee, L.: Opinion mining and sentiment analysis. Found. Trends Inf. Retr. 2(1\u20132), 1\u2013135 (2008)","journal-title":"Found. Trends Inf. Retr."},{"key":"21_CR15","doi-asserted-by":"publisher","unstructured":"Liu, B., Zhang, L.: A survey of opinion mining and sentiment analysis. In: Aggarwal, C., Zhai, C. (eds.) Mining Text Data, pp. 415\u2013463. Springer, Boston (2012). https:\/\/doi.org\/10.1007\/978-1-4614-3223-4_13","DOI":"10.1007\/978-1-4614-3223-4_13"},{"key":"21_CR16","doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L., Vaithyanathan, S.: Thumbs up?: Sentiment classification using machine learning techniques. In: Proceedings of the ACL-02 Conference on Empirical Methods in Natural Language Processing, EMNLP 2002, vol. 10, pp. 79\u201386. Association for Computational Linguistics, Stroudsburg (2002)","DOI":"10.3115\/1118693.1118704"},{"key":"21_CR17","doi-asserted-by":"crossref","unstructured":"Turney, P.D.: Thumbs up or thumbs down?: Semantic orientation applied to unsupervised classification of reviews. In: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, ACL 2002, pp. 417\u2013424. Association for Computational Linguistics, Stroudsburg (2002)","DOI":"10.3115\/1073083.1073153"},{"issue":"7","key":"21_CR18","first-page":"568","volume":"7","author":"N Perveen","year":"2016","unstructured":"Perveen, N., Missen, M.M.S., Rasool, Q., Akhtar, N.: Sentiment based twitter spam detection. Int. J. Adv. Comput. Sci. Appl. (IJACSA) 7(7), 568\u2013573 (2016)","journal-title":"Int. J. Adv. Comput. Sci. Appl. (IJACSA)"},{"issue":"3","key":"21_CR19","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1109\/TAFFC.2014.2330816","volume":"5","author":"A Vinciarelli","year":"2014","unstructured":"Vinciarelli, A., Mohammadi, G.: A survey of personality computing. IEEE Trans. Affect. Comput. 5(3), 273\u2013291 (2014)","journal-title":"IEEE Trans. Affect. Comput."},{"key":"21_CR20","unstructured":"Celli, F., Poesio, M.: PR2: a language independent unsupervised tool for personality recognition from text. CoRR abs\/1402.2796 (2014)"},{"key":"21_CR21","volume-title":"Gifts Differing: Understanding Personality Type","author":"IB Myers","year":"1980","unstructured":"Myers, I.B., Myers, P.B.: Gifts Differing: Understanding Personality Type. CPP Inc., Palo Alto (1980)"},{"issue":"1","key":"21_CR22","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1037\/1040-3590.4.1.5","volume":"4","author":"PT Costa","year":"1992","unstructured":"Costa, P.T., McCrae, R.R.: Normal personality assessment in clinical practice: the neo personality inventory. Psychol. Assess. 4(1), 5 (1992)","journal-title":"Psychol. Assess."},{"issue":"1","key":"21_CR23","first-page":"457","volume":"30","author":"F Mairesse","year":"2007","unstructured":"Mairesse, F., Walker, M.A., Mehl, M.R., Moore, R.K.: Using linguistic cues for the automatic recognition of personality in conversation and text. J. Artif. Int. Res. 30(1), 457\u2013500 (2007)","journal-title":"J. Artif. Int. Res."},{"key":"21_CR24","doi-asserted-by":"crossref","unstructured":"Oberlander, J., Nowson, S.: Whose thumb is it anyway?: Classifying author personality from weblog text. In: Proceedings of the COLING\/ACL on Main Conference Poster Sessions, COLING-ACL 2006, pp. 627\u2013634. Association for Computational Linguistics, Stroudsburg (2006)","DOI":"10.3115\/1273073.1273154"},{"key":"21_CR25","unstructured":"Bai, S., Zhu, T., Cheng, L.: Big-five personality prediction based on user behaviors at social network sites. CoRR abs\/1204.4809 (2012)"},{"key":"21_CR26","unstructured":"Rangel, F., Celli, F., Rosso, P., Potthast, M., Stein, B., Daelemans, W.: Overview of the 3rd author profiling task at PAN 2015. In: Working Notes Papers of the CLEF 2015 Evaluation Labs. CEUR Workshop Proceedings, CLEF and CEUR-WS.org, September 2015"},{"key":"21_CR27","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"318","DOI":"10.1007\/978-3-642-38844-6_29","volume-title":"User Modeling, Adaptation, and Personalization","author":"J Shen","year":"2013","unstructured":"Shen, J., Brdiczka, O., Liu, J.: Understanding email writers: personality prediction from email messages. In: Carberry, S., Weibelzahl, S., Micarelli, A., Semeraro, G. (eds.) UMAP 2013. LNCS, vol. 7899, pp. 318\u2013330. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-38844-6_29"},{"issue":"4","key":"21_CR28","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1016\/j.ipm.2014.11.001","volume":"51","author":"D Hern\u00e1ndez Fusilier","year":"2015","unstructured":"Hern\u00e1ndez Fusilier, D., Montes-y-G\u00f3mez, M., Rosso, P., Guzm\u00e1n Cabrera, R.: Detecting positive and negative deceptive opinions using PU-learning. Inf. Process. Manag. 51(4), 433\u2013443 (2015)","journal-title":"Inf. Process. Manag."},{"key":"21_CR29","doi-asserted-by":"crossref","unstructured":"Fornaciari, T., Celli, F., Poesio, M.: The effect of personality type on deceptive communication style. In: 2013 European Intelligence and Security Informatics Conference (EISIC), pp. 1\u20136, August 2013","DOI":"10.1109\/EISIC.2013.8"},{"key":"21_CR30","unstructured":"O\u2019Callaghan, D., Harrigan, M., Carthy, J., Cunningham, P.: Network analysis of recurring youtube spam campaigns. CoRR abs\/1201.3783 (2012)"},{"key":"21_CR31","volume-title":"Personality and the Teaching of Composition","author":"GH Jensen","year":"1989","unstructured":"Jensen, G.H., DiTiberio, J.K.: Personality and the Teaching of Composition. Ablex, Norwood (1989)"}],"container-title":["Lecture Notes in Computer Science","Current Trends in Web Engineering"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-74433-9_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,11]],"date-time":"2019-10-11T03:51:28Z","timestamp":1570765888000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-74433-9_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319744322","9783319744339"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-74433-9_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]}}}