{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T07:10:05Z","timestamp":1761808205271,"version":"3.41.0"},"publisher-location":"Cham","reference-count":26,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319936970"},{"type":"electronic","value":"9783319936987"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-93698-7_23","type":"book-chapter","created":{"date-parts":[[2018,6,11]],"date-time":"2018-06-11T19:30:25Z","timestamp":1528745425000},"page":"302-315","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["A Conceptual Framework for Social Movements Analytics for National Security"],"prefix":"10.1007","author":[{"given":"Pedro","family":"C\u00e1rdenas","sequence":"first","affiliation":[]},{"given":"Georgios","family":"Theodoropoulos","sequence":"additional","affiliation":[]},{"given":"Boguslaw","family":"Obara","sequence":"additional","affiliation":[]},{"given":"Ibad","family":"Kureshi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,6,12]]},"reference":[{"key":"23_CR1","doi-asserted-by":"crossref","unstructured":"Ashcroft, M., Fisher, A., Kaati, L., Omer, E., Prucha, N.: Detecting jihadist messages on Twitter. In: European Intelligence and Security Informatics Conference, pp. 161\u2013164 (2015)","DOI":"10.1109\/EISIC.2015.27"},{"key":"23_CR2","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. J. Mach. Learn. Res. 3, 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"23_CR3","doi-asserted-by":"crossref","unstructured":"Boyd, D., Golder, S., Lotan, G.: Tweet, tweet, retweet: conversational aspects of retweeting on Twitter. In: Hawaii International Conference on System Sciences, pp. 1\u201310 (2010)","DOI":"10.1109\/HICSS.2010.412"},{"key":"23_CR4","doi-asserted-by":"crossref","unstructured":"Castellanos, M., Hsu, M., Dayal, U., Ghosh, R., Dekhil, M., Ceja, C., Puchi, M., Ruiz, P.: Intention insider: discovering people\u2019s intentions in the social channel. In: International Conference on Extending Database Technology, pp. 614\u2013617. ACM (2012)","DOI":"10.1145\/2247596.2247679"},{"key":"23_CR5","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781316476840","volume-title":"Big Crisis Data: Social Media in Disasters and Time-Critical Situations","author":"C Castillo","year":"2016","unstructured":"Castillo, C.: Big Crisis Data: Social Media in Disasters and Time-Critical Situations. Cambridge University Press, Cambridge (2016)"},{"key":"23_CR6","doi-asserted-by":"publisher","first-page":"246","DOI":"10.1080\/09546553.2014.849948","volume":"26","author":"K Cohen","year":"2014","unstructured":"Cohen, K., Johansson, F., Kaati, L., Mork, J.C.: Detecting linguistic markers for radical violence in social media. Terror. Polit. Violence 26, 246\u2013256 (2014)","journal-title":"Terror. Polit. Violence"},{"key":"23_CR7","doi-asserted-by":"crossref","unstructured":"Ferreira, D.E., Barbosa, C.E., Oliveira, J., de Souza, J.M.: Analyzing the collaborative aspects of the future-oriented technology analysis. In: IEEE International Conference on Computer Supported Cooperative Work in Design, pp. 139\u2013144 (2016)","DOI":"10.1109\/CSCWD.2016.7565978"},{"key":"23_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v040.i13","volume":"40","author":"B Grun","year":"2011","unstructured":"Grun, B., Hornik, K.: Topic models-an R package for fitting topic models. J. Stat. Softw. 40, 1\u201330 (2011)","journal-title":"J. Stat. Softw."},{"key":"23_CR9","doi-asserted-by":"crossref","unstructured":"Hashimoto, T., Kuboyama, T., Chakraborty, B.: Topic extraction from millions of tweets using singular value decomposition and feature selection. In: Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, pp. 1145\u20131150 (2015)","DOI":"10.1109\/APSIPA.2015.7415451"},{"key":"23_CR10","unstructured":"Havre, S., Hetzler, B., Nowell, L.: ThemeRiver: visualizing theme changes over time. In: 2000 IEEE Symposium on Information Visualization, pp. 115\u2013123 (2000)"},{"key":"23_CR11","unstructured":"Local Government Association: Integrated Public Sector Vocabulary (2006). http:\/\/standards.esd.org.uk. Accessed 7 Dec 2017"},{"key":"23_CR12","unstructured":"Levin, B.: English Verb Classes and Alternations: A Preliminary Investigation. Conversation Analysis. The University of Chicago Press, Chicago (1993)"},{"key":"23_CR13","unstructured":"Olson, M.: The Logic of Collective Action, Public Goods and the Theory of Groups, p. 7. Harvard University Press, Harvard (2002)"},{"key":"23_CR14","unstructured":"Perry, R.: What is a Disaster? New Answers to Old Questions, p. 161. Xlibris Corporation, Bloomington (2005)"},{"key":"23_CR15","doi-asserted-by":"publisher","first-page":"513","DOI":"10.1007\/s10606-014-9209-y","volume":"23","author":"H Purohit","year":"2014","unstructured":"Purohit, H., Hampton, A., Bhatt, S., et al.: Identifying seekers and suppliers in social media communities to support crisis coordination. Comput. Support. Coop. Work (CSCW) 23, 513\u2013545 (2014)","journal-title":"Comput. Support. Coop. Work (CSCW)"},{"key":"23_CR16","doi-asserted-by":"crossref","unstructured":"Sandoval-Almazan, R., Gil-Garcia, J.R.: Cyberactivism through social media: Twitter, YouTube, and the Mexican political movement \u201cI\u2019m Number 132\u201d. In: Hawaii International Conference on System Sciences, pp. 1704\u20131713 (2013)","DOI":"10.1109\/HICSS.2013.161"},{"key":"23_CR17","unstructured":"Sha, Y., Jinsong, Y., Guoray, C.: Detecting public sentiment over PM2.5 pollution hazards through analysis of Chinese microblog. In: International Conference on Information Systems for Crisis Response and Management, University Park, Pennsylvania, USA, pp. 722\u2013726 (2014)"},{"key":"23_CR18","doi-asserted-by":"crossref","unstructured":"Socher, R., Perelygin, A., Wu, J.Y., Chuang, J., Manning, C.D., Ng, A.Y., Potts, C.: Recursive deep models for semantic compositionality over a sentiment treebank. In: Conference on Empirical Methods in Natural Language Processing (2013)","DOI":"10.18653\/v1\/D13-1170"},{"key":"23_CR19","unstructured":"Soltani, R., Abhari, A.: Identity matching in social media platforms. In: International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS), pp. 64\u201370 (2013)"},{"key":"23_CR20","unstructured":"Stallings, R.A.: Methods of Disaster Research, pp. 49\u201355. Xlibris Publishing, Bloomington (2003)"},{"key":"23_CR21","unstructured":"Cosby, S.L.: Human security concept: the root of U.S. national security and foreign policy. United States Marine Corps, Command and Staff College, Marine Corps Combat Dev, Marine Corps University, South Street, Quantico, VA, p. 9 (2009)"},{"key":"23_CR22","unstructured":"Storck, M.: The role of social media in political mobilisation: a case study of the January 2011 Egyptian uprising. University of St Andrews, Scotland, p. 3, December 2011"},{"key":"23_CR23","unstructured":"Sutton, J.N., Spiro, E., Johnson, B., Fitzhugh, S., Greczek, M., Butts, C.: Connected communications: network structures of official communications in a technological disaster. In: International Conference on Information Systems for Crisis Response and Management, pp. 1\u201310 (2012)"},{"key":"23_CR24","unstructured":"Twitter: Number of monthly active international Twitter users from 2nd quarter 2010 to 3rd quarter 2017 (in millions). https:\/\/www.statista.com\/statistics\/274565\/monthly-active-international-twitter-users\/. Accessed 14 Jan 2018"},{"key":"23_CR25","unstructured":"United Nations Development Program: Human Development Report, pp. 22\u201333. Oxford University Press, New York\/Oxford (1994)"},{"issue":"4","key":"23_CR26","doi-asserted-by":"publisher","first-page":"362","DOI":"10.1108\/QMR-06-2013-0041","volume":"16","author":"A Whiting","year":"2013","unstructured":"Whiting, A., Williams, D.: Why people use social media: a uses and gratifications approach. Qual. Market Res. Int. J. 16(4), 362\u2013369 (2013)","journal-title":"Qual. Market Res. Int. J."}],"container-title":["Lecture Notes in Computer Science","Computational Science \u2013 ICCS 2018"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-93698-7_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T02:29:52Z","timestamp":1751682592000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-93698-7_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319936970","9783319936987"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-93698-7_23","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":"12 June 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Wuxi","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","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":"11 June 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 June 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccs-computsci2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.iccs-meeting.org\/iccs2018\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"406","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"148","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"60","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"36% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Acceptance rate in the Main Track is 28%. Acceptance rate in the workshops is 43%. A high acceptance rate in the workshops is explained by the nature of these thematic sessions, where many experts in a particular field are personally invited by workshop organisers to participate in their sessions.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}