{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:53:53Z","timestamp":1750308833188,"version":"3.41.0"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319594798"},{"type":"electronic","value":"9783319594804"}],"license":[{"start":{"date-parts":[[2017,5,28]],"date-time":"2017-05-28T00:00:00Z","timestamp":1495929600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-59480-4_31","type":"book-chapter","created":{"date-parts":[[2017,5,27]],"date-time":"2017-05-27T07:23:39Z","timestamp":1495869819000},"page":"311-322","source":"Crossref","is-referenced-by-count":0,"title":["Mobility Based Machine Learning Modeling for Event Mining in Social Networks"],"prefix":"10.1007","author":[{"given":"Radhia","family":"Toujani","sequence":"first","affiliation":[]},{"given":"Zeineb","family":"Dhouioui","sequence":"additional","affiliation":[]},{"given":"Jalel","family":"Akaichi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,5,28]]},"reference":[{"key":"31_CR1","unstructured":"Kaymak, U., Hogenboom, F., Frasincar, F., Jong, F.D.: An overview of event extraction from text. In: Workshop on Detection, Representation, and Exploitation of Events in the Semantic Web (DeRiVE 2011), CEUR Workshop Proceedings at Tenth International Semantic Web Conference, (ISWC 2011), CEURWS.org (2011)"},{"key":"31_CR2","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1016\/j.websem.2012.01.002","volume":"15","author":"F Hogenboom","year":"2012","unstructured":"Hogenboom, F., IJntema, W., Sangers, J., Frasincar, F.: A lexico-semantic pattern language for learning ontology instances from text. J. Web Sem. 15, 37\u201350 (2012)","journal-title":"J. Web Sem."},{"key":"31_CR3","doi-asserted-by":"crossref","unstructured":"Lee, R., Sumiya, K.: Measuring geographical regularities of crowd behaviors for twitter-based geo-social event detection. In: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Location Based Social Networks, CEUR Workshop Proceedings, CEURWS.org. San Jose, California, vol. 779 (2010)","DOI":"10.1145\/1867699.1867701"},{"issue":"3","key":"31_CR4","doi-asserted-by":"crossref","first-page":"784","DOI":"10.1016\/j.ijar.2007.07.001","volume":"48","author":"S Benferhat","year":"2008","unstructured":"Benferhat, S., Amor, N.B., Elouedi, Z.: Decision trees as possibilistic classifiers. Int. J. Approximate Reasoning 48(3), 784\u2013807 (2008)","journal-title":"Int. J. Approximate Reasoning"},{"key":"31_CR5","doi-asserted-by":"crossref","unstructured":"Chen, L., Zhou, D., He, Y.: A simple bayesian modelling approach to event extraction from twitter. In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, vol. 2, pp. 700\u2013705, June 2014. Association for Computational Linguistics, Baltimore, Maryland (2014)","DOI":"10.3115\/v1\/P14-2114"},{"key":"31_CR6","doi-asserted-by":"crossref","unstructured":"Okamoto, M.M., Kikuchi, M.: Discovering volatile events in your neighborhood: Local-area topic extraction from blog entries, vol. 5839. Springer (2009)","DOI":"10.1007\/978-3-642-04769-5_16"},{"key":"31_CR7","doi-asserted-by":"crossref","unstructured":"Xiang, L., Chen, X., Liu, M., Liu, Y., Yang, Q.: Extracting key entities and significant events from online daily news. In: 9th International Conference on Intelligent Data Engineering and Automated Learning - IDEAL 2008, South Korea, pp. 201\u2013209, 2\u20135 November 2008","DOI":"10.1007\/978-3-540-88906-9_26"},{"key":"31_CR8","unstructured":"Zhang, Y., Lei, Z., Wu, L.-D., Liu, Y.-C.: A system for detecting and tracking internet news event, vol. 3767. Springer (2005)"},{"key":"31_CR9","doi-asserted-by":"crossref","unstructured":"Suh Hecht, B., Hong, L., Chi, E.H.: Tweets from justin bieber\u2019s heart: The dynamics of the \u201clocation\u201d field in user profiles. In: Proceedings of the ACM Conference on Human Factors in Computing Systems, South Korea, 2\u20135 November 2011","DOI":"10.1145\/1978942.1978976"},{"key":"31_CR10","unstructured":"Lavie, A., Sagae, K., MacWhinney, B.: Combining rule-based and data-driven techniques for grammatical relation extraction in spoken language. In: Proceedings of the Eighth International Workshop in Parsing, pp. pp. 153\u2013162 (2003)"},{"key":"31_CR11","doi-asserted-by":"crossref","unstructured":"Okazaki, M., Sakaki, T., Matsuo, Y.: Earthquake shakes twitter users: Real-time event detection by social sensors. In: Proceedings of the 19th International Conference on World Wide Web, pp. pp. 851\u2013860. ACM, New York (2010)","DOI":"10.1145\/1772690.1772777"},{"key":"31_CR12","unstructured":"Wakamiya, S., Lee, R., Sumiya, K.: Discovery of unusual regional social activities using geo-tagged microblogs. In: Proceedings of the 19th International Conference on World Wide Web, pp. 1\u201329 (2011)"},{"key":"31_CR13","unstructured":"Caverlee, J., Cheng, Z., Lee, K.: You are where you tweet: A content based approach to geo-locating twitter users. In: Proceedings of the 19th ACM International Conference on Information and knowledge management, Toronto, Canada, pp. 759\u2013768 (2011)"},{"key":"31_CR14","unstructured":"http:\/\/140dev.com\/free-twitter-api-source-codelibrary . Accessed Dec 2015"},{"key":"31_CR15","unstructured":"Helmut.: TC project (1994). http:\/\/www.cis.uni-muenchen.de\/schmid\/tools\/TreeTagger\/ . Accessed 19 Apr 2015"},{"key":"31_CR16","unstructured":"Dhouioui, R., Toujani, Z., Akaichi, J.: Sentiment analysis in social networks using machine learning and metaheuristic. In: Proceedings of the 11th Edition of the Metaheuristics International Conference (MIC 2015), Agadir, Morocco, 7\u201310th June 2015"},{"key":"31_CR17","volume-title":"C4.5: Programs for Machine Learning","author":"J Quinlan","year":"1993","unstructured":"Quinlan, J.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo (1993). CA edition"}],"container-title":["Smart Innovation, Systems and Technologies","Intelligent Interactive Multimedia Systems and Services 2017"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-59480-4_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T20:38:14Z","timestamp":1750279094000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-59480-4_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,28]]},"ISBN":["9783319594798","9783319594804"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-59480-4_31","relation":{},"ISSN":["2190-3018","2190-3026"],"issn-type":[{"type":"print","value":"2190-3018"},{"type":"electronic","value":"2190-3026"}],"subject":[],"published":{"date-parts":[[2017,5,28]]}}}