{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:47:06Z","timestamp":1742914026350,"version":"3.40.3"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319984421"},{"type":"electronic","value":"9783319984438"}],"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\/978-3-319-98443-8_16","type":"book-chapter","created":{"date-parts":[[2018,8,7]],"date-time":"2018-08-07T11:55:15Z","timestamp":1533642915000},"page":"167-177","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Popularity and Geospatial Spread of Trends on Twitter: A Middle Eastern Case Study"],"prefix":"10.1007","author":[{"given":"Nabeel","family":"Albishry","sequence":"first","affiliation":[]},{"given":"Tom","family":"Crick","sequence":"additional","affiliation":[]},{"given":"Tesleem","family":"Fagade","sequence":"additional","affiliation":[]},{"given":"Theo","family":"Tryfonas","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,8,8]]},"reference":[{"issue":"6176","key":"16_CR1","doi-asserted-by":"publisher","first-page":"1203","DOI":"10.1126\/science.1248506","volume":"343","author":"D Lazer","year":"2014","unstructured":"Lazer, D., Kennedy, R., King, G., Vespignani, A.: The parable of google flu: traps in big data analysis. Science 343(6176), 1203\u20131205 (2014)","journal-title":"Science"},{"issue":"7","key":"16_CR2","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1007\/s13278-014-0239-8","volume":"5","author":"J Parker","year":"2015","unstructured":"Parker, J., Yates, A., Goharian, N., Frieder, O.: Health-related hypothesis generation using social media data. Soc. Netw. Anal. Min. 5(7), 7 (2015)","journal-title":"Soc. Netw. Anal. Min."},{"key":"16_CR3","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1007\/978-3-319-02621-3_29","volume-title":"Research & Development in Intelligent Systems XXX","author":"B Blamey","year":"2013","unstructured":"Blamey, B., Crick, T., Oatley, G.: \u2018The First Day of Summer\u2019: parsing temporal expressions with distributed semantics. In: Bramer, M., Petridis, M. (eds.) SGAI 2013, pp. 389\u2013402. Springer, Cham (2013). https:\/\/doi.org\/10.1007\/978-3-319-02621-3_29"},{"key":"16_CR4","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"622","DOI":"10.1007\/978-3-642-40495-5_62","volume-title":"Computational Collective Intelligence. Technologies and Applications","author":"G Bello","year":"2013","unstructured":"Bello, G., Men\u00e9ndez, H., Okazaki, S., Camacho, D.: Extracting collective trends from Twitter using social-based data mining. In: B\u01cedic\u01ce, C., Nguyen, N.T., Brezovan, M. (eds.) ICCCI 2013. LNCS (LNAI), vol. 8083, pp. 622\u2013630. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-40495-5_62"},{"key":"16_CR5","doi-asserted-by":"crossref","unstructured":"Albishry, N., Crick, T., Tryfonas, T., Fagade, T.: An evaluation of performance and competition in customer services on Twitter: a UK telecoms case study. In: Companion of The Web Conference 2018. Social Sensing and Enterprise Intelligence: Towards a Smart Enterprise Transformation (2018)","DOI":"10.1145\/3184558.3191631"},{"key":"16_CR6","doi-asserted-by":"crossref","unstructured":"Fang, A., Ounis, I., Habel, P., Macdonald, C., Limsopatham, N.: Topic-centric classification of Twitter user\u2019s political orientation. In: Proceedings of the 38th International ACM SIGIR Conference on Research & Development in Information Retrieval, pp. 791\u2013794 (2015)","DOI":"10.1145\/2766462.2767833"},{"issue":"1","key":"16_CR7","doi-asserted-by":"publisher","first-page":"144","DOI":"10.1109\/TIFS.2016.2607691","volume":"12","author":"Y Zhang","year":"2017","unstructured":"Zhang, Y., Ruan, X., Wang, H., Wang, H., He, S.: Twitter trends manipulation: a first look inside the security of Twitter trending. IEEE Trans. Inf. Forensics Secur. 12(1), 144\u2013156 (2017)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"16_CR8","unstructured":"Irani, D., Webb, S., Pu, C., Drive, F., Gsrc, B.: Study of trend-stuffing on Twitter through text classification. In: Proceedings of the 7th Annual Collaboration, Electronic Messaging, AntiAbuse and Spam Conference (CEAS 2010) (2010)"},{"key":"16_CR9","doi-asserted-by":"crossref","unstructured":"Sedhai, S., Sun, A.: HSpam14: a collection of 14 million tweets for hashtag-oriented spam research. In: Proceedings of the 38th International ACM SIGIR Conference on Research & Development in Information Retrieval, pp. 223\u2013232 (2015)","DOI":"10.1145\/2766462.2767701"},{"key":"16_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1007\/978-3-642-31284-7_27","volume-title":"Applied Cryptography and Network Security","author":"Z Chu","year":"2012","unstructured":"Chu, Z., Widjaja, I., Wang, H.: Detecting social spam campaigns on Twitter. In: Bao, F., Samarati, P., Zhou, J. (eds.) ACNS 2012. LNCS, vol. 7341, pp. 455\u2013472. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-31284-7_27"},{"key":"16_CR11","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 (WebSci 2016), pp. 370\u2013371 (2016)","DOI":"10.1145\/2908131.2908179"},{"issue":"1","key":"16_CR12","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/j.pubrev.2015.11.005","volume":"42","author":"J Sanderson","year":"2016","unstructured":"Sanderson, J., Barnes, K., Williamson, C., Kian, E.T.: \u2018How could anyone have predicted that #AskJameis would go horribly wrong?\u2019 Public relations, social media, and hashtag hijacking. Public Relat. Rev. 42(1), 31\u201337 (2016)","journal-title":"Public Relat. Rev."},{"key":"16_CR13","doi-asserted-by":"crossref","unstructured":"Zubiaga, A., Spina, D., Fresno, V., Mart\u00ednez, R.: Classifying trending topics: a typology of conversation triggers on Twitter. In: Proceedings of the 20th ACM International Conference on Information and Knowledge Management, pp. 461\u20132464 (2011)","DOI":"10.1145\/2063576.2063992"},{"issue":"1","key":"16_CR14","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1504\/IJWBC.2013.051298","volume":"9","author":"J Benhardus","year":"2013","unstructured":"Benhardus, J., Kalita, J.: Streaming trend detection in Twitter. Int. J. Web Based Communities 9(1), 122\u2013139 (2013)","journal-title":"Int. J. Web Based Communities"},{"key":"16_CR15","doi-asserted-by":"crossref","unstructured":"Ferragina, P., Piccinno, F., Santoro, R.: On analyzing hashtags in Twitter. In: Proceedings of the 9th International AAAI Conference on Web and Social Media (ICWSM 2015), pp. 110\u2013119 (2015)","DOI":"10.1609\/icwsm.v9i1.14584"},{"key":"16_CR16","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"469","DOI":"10.1007\/978-3-319-67077-5_45","volume-title":"Computational Collective Intelligence","author":"N Albishry","year":"2017","unstructured":"Albishry, N., Crick, T., Tryfonas, T.: \u201cCome Together!\u201d: interactions of language networks and multilingual communities on Twitter. In: Nguyen, N.T., Papadopoulos, G.A., J\u0119drzejowicz, P., Trawi\u0144ski, B., Vossen, G. (eds.) ICCCI 2017, Part II. LNCS (LNAI), vol. 10449, pp. 469\u2013478. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-67077-5_45"},{"key":"16_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1007\/978-3-319-28361-6_5","volume-title":"Advances in Network Science","author":"M ten Thij","year":"2016","unstructured":"ten Thij, M., Bhulai, S.: Modelling trend progression through an extension of the Polya Urn process. In: Wierzbicki, A., Brandes, U., Schweitzer, F., Pedreschi, D. (eds.) NetSci-X 2016. LNCS, vol. 9564, pp. 57\u201367. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-28361-6_5"},{"key":"16_CR18","doi-asserted-by":"crossref","unstructured":"Mathioudakis, M., Koudas, N.: TwitterMonitor: trend detection over the Twitter stream. In: Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data, pp. 1155\u20131158 (2010)","DOI":"10.1145\/1807167.1807306"},{"issue":"3","key":"16_CR19","doi-asserted-by":"crossref","first-page":"462","DOI":"10.1002\/asi.23186","volume":"66","author":"A Zubiaga","year":"2015","unstructured":"Zubiaga, A., Spina, D., Mart\u00ednez, R., Fresno, V.: Real-time classification of Twitter trends. J. Assoc. Int. Sci. Tech. 66(3), 462\u2013473 (2015)","journal-title":"J. Assoc. Int. Sci. Tech."},{"key":"16_CR20","doi-asserted-by":"crossref","unstructured":"Tufekci, Z.: Big questions for social media big data: representativeness, validity and other methodological pitfalls. In: Proceedings of the 8th International AAAI Conference on Weblogs and Social Media (ICWSM 2014) (2014)","DOI":"10.1609\/icwsm.v8i1.14517"},{"key":"16_CR21","unstructured":"United Nations: World Population Prospects 2017. Technical report, Department of Economic and Social Affairs, Population Division (2017)"},{"key":"16_CR22","unstructured":"Salem, F.: Social media and the internet of things towards data-driven policymaking in the Arab world: potential, limits and concerns. Technical report, The Arab Social Media Report, MBR School of Government, Dubai, February 2017"}],"container-title":["Lecture Notes in Computer Science","Computational Collective Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-98443-8_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T16:49:46Z","timestamp":1710348586000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-98443-8_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319984421","9783319984438"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-98443-8_16","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"8 August 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCCI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Collective Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bristol","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccci2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.iccci2018.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}