{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T16:10:53Z","timestamp":1761581453034,"version":"3.41.0"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2016,8,8]],"date-time":"2016-08-08T00:00:00Z","timestamp":1470614400000},"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":["Geoinformatica"],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1007\/s10707-016-0263-0","type":"journal-article","created":{"date-parts":[[2016,8,8]],"date-time":"2016-08-08T10:31:19Z","timestamp":1470652279000},"page":"765-795","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":26,"title":["Automatic targeted-domain spatiotemporal event detection in twitter"],"prefix":"10.1007","volume":"20","author":[{"given":"Ting","family":"Hua","sequence":"first","affiliation":[]},{"given":"Feng","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Liang","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Chang-Tien","family":"Lu","sequence":"additional","affiliation":[]},{"given":"Naren","family":"Ramakrishnan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,8,8]]},"reference":[{"key":"263_CR1","unstructured":"Becker H, Naaman M, Gravano L (2011) Beyond trending topics: real-world event identification on twitter. In: Proceedings of the 5th international AAAI conference on weblogs and social media. AAAI, pp 438\u2013441"},{"key":"263_CR2","unstructured":"Bhattacharya I (2013) Google trends for formulating GIS mapping of disease outbreaks in India. Int J Geoinform 9. Springer"},{"key":"263_CR3","doi-asserted-by":"crossref","unstructured":"Brants T, Chen F, Farahat A (2003) A system for new event detection. In: Proceedings of the 26th annual international ACM SIGIR conference on research and development in informaion retrieval. ACM, pp 330\u2013337","DOI":"10.1145\/860435.860495"},{"key":"263_CR4","doi-asserted-by":"crossref","unstructured":"Cataldi M, Di Caro L, Schifanella C (2010) Emerging topic detection on twitter based on temporal and social terms evaluation. In: Proceedings of the 10th international workshop on multimedia data mining. ACM, pp 1\u201310","DOI":"10.1145\/1814245.1814249"},{"key":"263_CR5","unstructured":"Fung GPC, Yu JX, Yu PS, Lu H (2005) Parameter free bursty events detection in text streams. In: Proceedings of the 31st international conference on very large data bases. VLDB Endowment, pp 181\u2013192"},{"key":"263_CR6","doi-asserted-by":"crossref","unstructured":"Hu M, Liu S, Wei F, Wu Y, Stasko J, Ma KL (2012) Breaking news on twitter. In: Proceedings of the 21st SIGCHI conference on human factors in computing systems. ACM, pp 2751\u20132754","DOI":"10.1145\/2207676.2208672"},{"key":"263_CR7","doi-asserted-by":"crossref","unstructured":"Jin O, Liu NN, Zhao K, Yu Y, Yang Q (2011) Transferring topical knowledge from auxiliary long texts for short text clustering. In: Proceedings of the 20th ACM international conference on information and knowledge management. ACM, pp 775\u2013784","DOI":"10.1145\/2063576.2063689"},{"key":"263_CR8","doi-asserted-by":"crossref","unstructured":"Joachims T (1998) Text categorization with support vector machines: Learning with many relevant features. In: Proceedings of the 10th European conference on machine learning. Springer, pp 137\u2013142","DOI":"10.1007\/BFb0026683"},{"key":"263_CR9","doi-asserted-by":"crossref","unstructured":"Kulldorff M (1999) Spatial scan statistics: models, calculations, and applications. In: Scan statistics and applications. Springer, pp 303\u2013322","DOI":"10.1007\/978-1-4612-1578-3_14"},{"key":"263_CR10","doi-asserted-by":"crossref","unstructured":"Kumaran G, Allan J (2004) Text classification and named entities for new event detection. In: Proceedings of the 27th annual ACM SIGIR conference on research and development in information retrieval. ACM, pp 297\u2013304","DOI":"10.1145\/1008992.1009044"},{"key":"263_CR11","doi-asserted-by":"crossref","unstructured":"Lappas T, Vieira MR, Gunopulos D, Tsotras VJ (2012) On the spatiotemporal burstiness of terms. In: Proceedings of the VLDB endowment, vol 5. VLDB Endowment, pp 836\u2013847","DOI":"10.14778\/2311906.2311911"},{"key":"263_CR12","doi-asserted-by":"crossref","first-page":"764","DOI":"10.1016\/j.jesp.2013.03.013","volume":"49","author":"C Leys","year":"2013","unstructured":"Leys C, Ley C, Klein O, Bernard P, Licata L (2013) Detecting outliers: do not use standard deviation around the mean, use absolute deviation around the median. J Exp Soc Psychol 49:764\u2013766. Elsevier","journal-title":"J Exp Soc Psychol"},{"key":"263_CR13","doi-asserted-by":"crossref","unstructured":"Li C, Sun A, Datta A (2012) Twevent: segment-based event detection from tweets. In: Proceedings of the 21st ACM international conference on information and knowledge management. ACM, pp 155\u2013164","DOI":"10.1145\/2396761.2396785"},{"key":"263_CR14","doi-asserted-by":"crossref","unstructured":"Li R, Lei KH, Khadiwala R, Chang KCC (2012) Tedas: a twitter-based event detection and analysis system. In: Proceedings of the 28th international conference on data engineering. IEEE, pp 1273\u20131276","DOI":"10.1109\/ICDE.2012.125"},{"key":"263_CR15","doi-asserted-by":"crossref","first-page":"8577","DOI":"10.1073\/pnas.0601602103","volume":"103","author":"N Mark","year":"2006","unstructured":"Mark N (2006) Modularity and community structure in networks. Proc Natl Acad Sci 103:8577\u20138582. National Acad Sciences","journal-title":"Proc Natl Acad Sci"},{"key":"263_CR16","unstructured":"Min B, Grishman R, Wan L, Wang C, Gondek D (2013) Distant supervision for relation extraction with an incomplete knowledge base. In: HLT-NAACL. ACL, pp 777\u2013782"},{"key":"263_CR17","doi-asserted-by":"crossref","unstructured":"Muthiah S, Huang B, Arredondo J, Mares D, Getoor L, Katz G, Ramakrishnan N (2015) Planned protest modeling in news and social media. In: Proceedings of the 29th AAAI conference on artificial intelligence. AAAI, pp 3920\u20133927","DOI":"10.1609\/aaai.v29i2.19048"},{"key":"263_CR18","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1111\/j.1467-9868.2011.01014.x","volume":"74","author":"DB Neill","year":"2012","unstructured":"Neill DB (2012) Fast subset scan for spatial pattern detection. J R Stat Soc Ser B (Stat Methodol) 74:337\u2013360. Wiley Online Library","journal-title":"J R Stat Soc Ser B (Stat Methodol)"},{"key":"263_CR19","doi-asserted-by":"crossref","first-page":"1345","DOI":"10.1109\/TKDE.2009.191","volume":"22","author":"SJ Pan","year":"2010","unstructured":"Pan SJ, Yang Q (2010) A survey on transfer learning. IEEE Trans Knowl Data Eng 22:1345\u20131359. IEEE","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"263_CR20","unstructured":"Petrovi\u0107 S., Osborne M, Lavrenko V (2010) Streaming first story detection with application to twitter. In: Proceedings of the 2010 annual conference of the North American chapter of the association for computational linguistics. ACL, pp 181\u2013189"},{"key":"263_CR21","doi-asserted-by":"crossref","unstructured":"Phan XH, Nguyen LM, Horiguchi S (2008) Learning to classify short and sparse text & web with hidden topics from large-scale data collections. In: Proceedings of the 17th international conference on world wide web. ACM, pp 91\u2013100","DOI":"10.1145\/1367497.1367510"},{"key":"263_CR22","doi-asserted-by":"crossref","unstructured":"Popescu AM, Pennacchiotti M, Paranjpe D (2011) Extracting events and event descriptions from twitter. In: Proceedings of the 20th international conference companion on world wide web. ACM, pp 105\u2013106","DOI":"10.1145\/1963192.1963246"},{"key":"263_CR23","unstructured":"Purver M, Battersby S (2012) Experimenting with distant supervision for emotion classification. In: Proceedings of the 13th conference of the European chapter of the association for computational linguistics. ACL, pp 482\u2013491"},{"key":"263_CR24","unstructured":"Ritter A, Clark S, Etzioni O et al (2011) Named entity recognition in tweets: an experimental study. In: Proceedings of the conference on empirical methods in natural language processing. ACL, pp 1524\u20131534"},{"key":"263_CR25","doi-asserted-by":"crossref","unstructured":"Ritter A, Mausam, Etzioni O, Clark S (2012) Open domain event extraction from twitter. In: Proceedings of the 18th ACM SIGKDD international conference on knowledge discovery and data mining. ACM, pp 1104\u20131112","DOI":"10.1145\/2339530.2339704"},{"key":"263_CR26","doi-asserted-by":"crossref","unstructured":"Sakaki T, Okazaki M, Matsuo Y (2010) Earthquake shakes twitter users: real-time event detection by social sensors. In: Proceedings of the 19th international conference on world wide web. ACM, pp 851\u2013860","DOI":"10.1145\/1772690.1772777"},{"key":"263_CR27","unstructured":"Settles B (2010) Active learning literature survey, vol 52. University of Wisconsin, Madison, p 11"},{"key":"263_CR28","doi-asserted-by":"crossref","unstructured":"Signorini A, Segre AM, Polgreen PM (2011) The use of Twitter to track levels of disease activity and public concern in the US during the influenza A H1N1 pandemic. PloS One 6:e19467. Public Library of Science","DOI":"10.1371\/journal.pone.0019467"},{"key":"263_CR29","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1111\/j.1460-2466.2012.01629.x","volume":"62","author":"Z Tufekci","year":"2012","unstructured":"Tufekci Z, Wilson C (2012) Social media and the decision to participate in political protest: observations from Tahrir Square. J Commun 62:363\u2013379. Wiley Online Library","journal-title":"J Commun"},{"key":"263_CR30","unstructured":"Walker HM (1931) Studies in the history of the statistical method. The Williams and Wilkins Company, pp 24\u201325"},{"key":"263_CR31","unstructured":"Weng J, Lee BS (2011) Event detection in twitter. In: Proceedings of the 5th international AAAI conference on weblogs and social media. AAAI, pp 401\u2013408"},{"key":"263_CR32","first-page":"1248","volume":"5","author":"C Wilson","year":"2011","unstructured":"Wilson C, Dunn A (2011) Digital media in the Egyptian revolution: descriptive analysis from the Tahrir data sets. Int J Commun 5:1248\u20131272. USC Annenberg Press","journal-title":"Int J Commun"},{"key":"263_CR33","doi-asserted-by":"crossref","unstructured":"Yin Z, Cao L, Han J, Zhai C, Huang T (2011) Geographical topic discovery and comparison. In: Proceedings of the 20th international conference on World wide web. ACM, pp 247\u2013256","DOI":"10.1145\/1963405.1963443"},{"key":"263_CR34","doi-asserted-by":"crossref","unstructured":"Zhang D, Liu Y, Lawrence RD, Chenthamarakshan V (2011) Transfer latent semantic learning: microblog mining with less supervision. In: Proceedings of the 25th AAAI conference on artificial intelligence. AAAI, pp 561\u2013566","DOI":"10.1609\/aaai.v25i1.7916"},{"key":"263_CR35","unstructured":"Zhao L, Hua T, Lu CT, Chen R (2015) A topic-focused trust model for Twitter. In: Journal of Computer Communications, vol 76. Springer, pp 1\u201311"}],"container-title":["GeoInformatica"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-016-0263-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10707-016-0263-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-016-0263-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,4]],"date-time":"2025-06-04T16:04:44Z","timestamp":1749053084000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10707-016-0263-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,8,8]]},"references-count":35,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2016,10]]}},"alternative-id":["263"],"URL":"https:\/\/doi.org\/10.1007\/s10707-016-0263-0","relation":{},"ISSN":["1384-6175","1573-7624"],"issn-type":[{"type":"print","value":"1384-6175"},{"type":"electronic","value":"1573-7624"}],"subject":[],"published":{"date-parts":[[2016,8,8]]}}}