{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T20:44:19Z","timestamp":1772829859303,"version":"3.50.1"},"reference-count":36,"publisher":"Elsevier","isbn-type":[{"value":"9780123970411","type":"print"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1016\/b978-0-12-397041-1.00012-1","type":"book-chapter","created":{"date-parts":[[2015,1,23]],"date-time":"2015-01-23T16:25:39Z","timestamp":1422030339000},"page":"219-234","source":"Crossref","is-referenced-by-count":17,"title":["Mobility Network Evaluation in the User Perspective: Real-Time Sensing of Traffic Information in Twitter Messages"],"prefix":"10.1016","author":[{"given":"Zafeiris","family":"Kokkinogenis","sequence":"first","affiliation":[]},{"given":"Jo\u00e3o","family":"Filguieras","sequence":"additional","affiliation":[]},{"given":"Sara","family":"Carvalho","sequence":"additional","affiliation":[]},{"given":"Lu\u00eds","family":"Sarmento","sequence":"additional","affiliation":[]},{"given":"Rosaldo J.F.","family":"Rossetti","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0010","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1145\/1341531.1341557","article-title":"Finding high-quality content in social media","author":"Agichtein","year":"2008","journal-title":"International Conference on Web Search and Web Data Mining (WSDM \u201908). ACM"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0015","first-page":"191","article-title":"Proactive monitoring of moving objects","volume":"1","author":"Albuquerque","year":"2012","journal-title":"Fourteenth International Conference on Enterprise Information Systems"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0020","first-page":"301","article-title":"A proactive application to monitor truck fleets. Fourteenth International Conference on Mobile Data Management (MDM)","volume":"1","author":"Albuquerque","year":"2013","journal-title":"IEEE"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0025","first-page":"492","article-title":"Predicting the future with social media","volume":"1","author":"Asur","year":"2010","journal-title":"International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). IEEE\/WIC\/ACM"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0030","series-title":"Discovery Science","first-page":"1","article-title":"Sentiment knowledge discovery in twitter streaming data","author":"Bifet","year":"2010"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0035","first-page":"1233","article-title":"TwitterEcho: a distributed focused crawler to support open research with twitter data. Twenty-first International Conference companion on World Wide Web","author":"Boanjak","year":"2012","journal-title":"ACM"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0040","unstructured":"Carpenter, T., Way, T., 2012. Tracking sentiment analysis through Twitter. International Conference on Information and Knowledge Engineering."},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0045","series-title":"Real-Time Sensing of Traffic Information in Twitter Messages","author":"Carvalho","year":"2010"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0050","doi-asserted-by":"crossref","unstructured":"Chang, C.C., Lin, C.J. 2011. LIBSVM: a library for support vector machines. ACM Transactions on Intelligent Systems and Technology (TIST), 2(3), 27.","DOI":"10.1145\/1961189.1961199"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0055","first-page":"759","article-title":"You are where you tweet: a content-based approach to geo-locating twitter users","author":"Cheng","year":"2010","journal-title":"Nineteenth ACM International Conference on Information and Knowledge Management"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0060","unstructured":"Chesley, P., Vincent, B., Xu, L., Srihari, R.K., 2006. Using verbs and adjectives to automatically classify blog sentiment. Proceedings of AAAI-CAAW-06, the Spring Symposia on Computational Approaches to Analyzing Weblogs. pp. 27\u201329."},{"issue":"3","key":"10.1016\/B978-0-12-397041-1.00012-1_bib0065","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1007\/BF00994018","article-title":"Support-vector networks","volume":"20","author":"Cortes","year":"1995","journal-title":"Machine learning"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0070","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/j.knosys.2011.07.007","article-title":"Mining the real-time web: a novel approach to product recommendation","volume":"29","author":"Esparza","year":"2012","journal-title":"Knowledge-Based Systems"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0075","doi-asserted-by":"crossref","unstructured":"Finkel, J.R., Grenager, T., Manning, C., 2005. Incorporating non-local information into information extraction systems by Gibbs sampling. Proceedings of the Forty-third Annual Meeting of the Association for Computational Linguistics (ACL 2005), 363\u2013370.","DOI":"10.3115\/1219840.1219885"},{"issue":"no. 1","key":"10.1016\/B978-0-12-397041-1.00012-1_bib0080","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1145\/1656274.1656278","article-title":"The weka data mining software: an update","volume":"11","author":"Hall","year":"2009","journal-title":"SIGKDD Explorations"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0085","first-page":"1387","article-title":"Improving Traffic Prediction with Tweet Semantics","author":"He","year":"2013","journal-title":"Proceedings of the Twenty-third International Joint Conference on Artificial Intelligence"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0090","first-page":"137","article-title":"Text categorization with support vector machines: learning with many relevant features","author":"Joachims","year":"1998","journal-title":"Tenth European Conference on Machine Learning"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0095","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1145\/2037556.2037607","article-title":"Opinion mining in social media: modeling, simulating, and visualizing political opinion formation in the web","author":"Kaschesky","year":"2011","journal-title":"Proceedings of the Twelfth Annual International Conference on Digital Government Research"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0100","unstructured":"Kobayashi, N., Inui, K., Matsumoto, Y., 2007. Extracting aspect-evaluation and aspect-of relations in opinion mining. Proceedings of the 2007 Conference on Empirical Methods on Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL). pp. 1065\u20131074."},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0105","first-page":"157","article-title":"Multidimensional text analysis for eRulemaking. Proceedings of the international conference on Digital government research","author":"Kwon","year":"2006","journal-title":"Dig. Gov Soc. N. Am."},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0110","first-page":"109","article-title":"Which side are you on?: identifying perspectives at the document and sentence levels","author":"Lin","year":"2006","journal-title":"Proceedings of the Tenth Conference on Computational Natural Language Learning. Association for Computational Linguistics"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0115","doi-asserted-by":"crossref","unstructured":"Liu, B., 2012. Sentiment analysis and opinion mining. Synthesis Lectures on Human Language Technologies, 5(1), 1\u2013167.","DOI":"10.2200\/S00416ED1V01Y201204HLT016"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0120","first-page":"563","article-title":"Adding semantics to microblog posts. Fifth ACM International Conference on Web Search and Data Mining","author":"Meij","year":"2012","journal-title":"ACM"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0125","article-title":"Semantic trajectories modeling and analysis","author":"Parent","year":"2012","journal-title":"ACM Comp. Surv."},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0130","unstructured":"Rao, D., McNamee, P., Dredze, M., 2013. Entity linking: Finding extracted entities in a knowledge base. Multi-source, Multilingual Information Extraction and Summarization. Springer Berlin Heidelberg, pp. 93\u2013115.(doi: 10.1007\/978-3-642-28569-1_5)."},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0135","first-page":"1524","article-title":"Named entity recognition in tweets: an experimental study","author":"Ritter","year":"2011","journal-title":"In Proceedings of the Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0140","first-page":"221","article-title":"Real-time event extraction for driving information from social sensors. International Conference on Cyber Technology in Automation, Control, and Intelligent Systems","author":"Sakaki","year":"2012","journal-title":"IEEE"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0145","series-title":"Earthquake shakes twitter users: real-time event detection by social sensors","author":"Sakaki","year":"2010"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0150","article-title":"Feasibility Study on Detection of Transportation Information Exploiting Twitter as a Sensor","author":"Sasaki","year":"2012","journal-title":"Sixth International AAAI Conference on Weblogs and Social Media"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0155","unstructured":"Schweitzer, L., 2012. How Are We Doing? Opinion Mining Customer Sentiment in US Transit Agencies and Airlines via Twitter. Transportation Research Board Annual Meeting."},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0160","first-page":"87","article-title":"Language processing technologies for electronic rulemaking: A project highlight. National conference on Digital government research","author":"Shulman","year":"2005","journal-title":"Dig. Gov. Soc. N. Am."},{"issue":"2","key":"10.1016\/B978-0-12-397041-1.00012-1_bib0165","first-page":"203","article-title":"Public opinion mining for governmental decisions","volume":"8","author":"Stylios","year":"2010","journal-title":"EJEG"},{"issue":"Issue 12","key":"10.1016\/B978-0-12-397041-1.00012-1_bib0170","doi-asserted-by":"crossref","first-page":"2544","DOI":"10.1002\/asi.21416","article-title":"Sentiment strength detection in short informal text","volume":"61","author":"Thelwall","year":"2010","journal-title":"J. Assoc. Inf. Sci. Technol."},{"issue":"3","key":"10.1016\/B978-0-12-397041-1.00012-1_bib0175","doi-asserted-by":"crossref","first-page":"478","DOI":"10.1007\/s10618-011-0238-6","article-title":"Survey on mining subjective data on the web","volume":"24","author":"Tsytsarau","year":"2012","journal-title":"J. Data Min. Knowl. Disc."},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0180","first-page":"178","article-title":"Predicting elections with twitter: What 140 characters reveal about political sentiment. Fourth International AAAI Conference on Weblogs and Social Media","author":"Tumasjan","year":"2010","journal-title":"AAAI"},{"key":"10.1016\/B978-0-12-397041-1.00012-1_bib0185","series-title":"The nature of statistical learning theory","author":"Vapnik","year":"1995"}],"container-title":["Advances in Artificial Transportation Systems and Simulation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:B9780123970411000121?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:B9780123970411000121?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,8,19]],"date-time":"2019-08-19T22:20:32Z","timestamp":1566253232000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/B9780123970411000121"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9780123970411"],"references-count":36,"URL":"https:\/\/doi.org\/10.1016\/b978-0-12-397041-1.00012-1","relation":{},"subject":[],"published":{"date-parts":[[2015]]}}}