{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,28]],"date-time":"2025-09-28T20:30:05Z","timestamp":1759091405789},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2016,2,4]],"date-time":"2016-02-04T00:00:00Z","timestamp":1454544000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Data Min Knowl Disc"],"published-print":{"date-parts":[[2016,11]]},"DOI":"10.1007\/s10618-016-0452-3","type":"journal-article","created":{"date-parts":[[2016,2,4]],"date-time":"2016-02-04T10:40:52Z","timestamp":1454582452000},"page":"1480-1519","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Online route prediction based on clustering of meaningful velocity-change areas"],"prefix":"10.1007","volume":"30","author":[{"given":"Fernando","family":"Terroso-Saenz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mercedes","family":"Valdes-Vela","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio F.","family":"Skarmeta-Gomez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,2,4]]},"reference":[{"issue":"12","key":"452_CR1","doi-asserted-by":"publisher","first-page":"8166","DOI":"10.1016\/j.eswa.2010.05.070","volume":"37","author":"J Alvarez-Garcia","year":"2010","unstructured":"Alvarez-Garcia J, Ortega J, Gonzalez-Abril L, Velasco F (2010) Trip destination prediction based on past GPS log using a Hidden Markov Model. Expert Syst. Appl. 37(12):8166\u20138171. doi: 10.1016\/j.eswa.2010.05.070","journal-title":"Expert Syst. Appl."},{"key":"452_CR2","unstructured":"Barouni F, Moulin B (2012) An extended complex event processing engine to qualitatively determine spatiotemporal patterns. In: Proceedings of Global Geospatial Conference 2012, Quebec City, pp 201\u20132133"},{"key":"452_CR3","unstructured":"Carroll A, Heiser G (2010) An analysis of power consumption in a smartphone. In: Proceedings of the 2010 USENIX Conference on USENIX Annual Technical Conference, USENIX Association, Boston, MA, USENIXATC\u201910, pp 21\u201321, http:\/\/dl.acm.org\/citation.cfm?id=1855840.1855861"},{"key":"452_CR4","doi-asserted-by":"publisher","unstructured":"Chen L, Lv M, Ye Q, Chen G, Woodward J (2011) A personal route prediction system based on trajectory data mining. Inf. Sci. 181(7):1264\u20131284, doi: 10.1016\/j.ins.2010.11.035","DOI":"10.1016\/j.ins.2010.11.035"},{"issue":"5","key":"452_CR5","doi-asserted-by":"crossref","first-page":"698","DOI":"10.1109\/TKDE.2005.80","volume":"17","author":"A Civilis","year":"2005","unstructured":"Civilis A, Jensen CS, Pakalnis S (2005) Techniques for efficient road-network-based tracking of moving objects. IEEE Trans Knowl Data Eng 17(5):698\u2013712","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"452_CR6","unstructured":"Deguchi Y, Kuroda K, Shouji M, Kawabe T (2004) HEV charge\/discharge control system based on navigation information. Technical report, SAE Technical Paper"},{"key":"452_CR7","unstructured":"de Vries G (2012) Kernel methods for vessel trajectories. PhD thesis, University of Amsterdam"},{"key":"452_CR8","doi-asserted-by":"publisher","unstructured":"Dunkel J, Bruns R, Stipkovic S (2013) Event-based smartphone sensor processing for ambient assisted living. In: 2013 IEEE Eleventh international symposium on autonomous decentralized systems (ISADS), pp 1\u20136. doi: 10.1109\/ISADS.2013.6513422","DOI":"10.1109\/ISADS.2013.6513422"},{"key":"452_CR9","volume-title":"Event processing in action","author":"O Etzion","year":"2010","unstructured":"Etzion O, Niblett P (2010) Event processing in action, 1st edn. Manning Publications Co., Greenwich","edition":"1"},{"key":"452_CR10","doi-asserted-by":"publisher","unstructured":"Giannotti F, Nanni M, Pinelli F, Pedreschi D (2007) Trajectory pattern mining. In: Proceedings of the 13th ACM SIGKDD international conference on knowledge discovery and data mining, KDD 07. ACM, New York, pp 330\u2013339. doi: 10.1145\/1281192.1281230","DOI":"10.1145\/1281192.1281230"},{"key":"452_CR11","doi-asserted-by":"publisher","unstructured":"Guttman A (1984) R-trees: A dynamic index structure for spatial searching. In: Proceedings of the 1984 ACM SIGMOD international conference on management of data, SIGMOD \u201984. ACM, New York, pp 47\u201357. doi: 10.1145\/602259.602266","DOI":"10.1145\/602259.602266"},{"key":"452_CR12","doi-asserted-by":"publisher","unstructured":"He W, Li D, Zhang T, An L, Guo M, Chen G (2012) Mining regular routes from gps data for ridesharing recommendations. In: Proceedings of the ACM SIGKDD international workshop on urban computing, UrbComp \u201912. ACM, New York, pp 79\u201386. doi: 10.1145\/2346496.2346510","DOI":"10.1145\/2346496.2346510"},{"key":"452_CR13","doi-asserted-by":"publisher","unstructured":"Hendawi AM, Mokbel MF (2012) Predictive spatio-temporal queries: a comprehensive survey and future directions. In: Proceedings of the First ACM SIGSPATIAL international workshop on mobile geographic information systems, MobiGIS \u201912. ACM, New York, pp 97\u2013104. doi: 10.1145\/2442810.2442828","DOI":"10.1145\/2442810.2442828"},{"key":"452_CR14","doi-asserted-by":"publisher","unstructured":"Hong K, Lillethun D, Ramachandran U, Ottenw\u00e4lder B, Koldehofe B (2013) Opportunistic spatio-temporal event processing for mobile situation awareness. In: Proceedings of the 7th ACM international conference on distributed event-based systems, DEBS \u201913. ACM, New York, pp 195\u2013206. doi: 10.1145\/2488222.2488266","DOI":"10.1145\/2488222.2488266"},{"key":"452_CR15","doi-asserted-by":"crossref","unstructured":"Jeung H, Shen H, Zhou X (2007) Mining trajectory patterns using Hidden Markov Models. In: Song I, Eder J, Nguyen T (eds) Data warehousing and knowledge discovery. Lecture Notes in Computer Science, vol 4654. Springer, Berlin, pp 470\u2013480","DOI":"10.1007\/978-3-540-74553-2_44"},{"issue":"3","key":"452_CR16","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1007\/s13218-012-0215-2","volume":"26","author":"C K\u00f6rner","year":"2012","unstructured":"K\u00f6rner C, May M, Wrobel S (2012) Spatiotemporal modeling and analysis-introduction and overview. KI - K\u00fcnstliche Intell 26(3):215\u2013221. doi: 10.1007\/s13218-012-0215-2","journal-title":"KI - K\u00fcnstliche Intell"},{"key":"452_CR17","doi-asserted-by":"crossref","unstructured":"Krumm J (2006) Real time destination prediction based on efficient routes. Technival Report, SAE Technical Paper","DOI":"10.4271\/2006-01-0811"},{"issue":"7","key":"452_CR18","doi-asserted-by":"publisher","first-page":"591","DOI":"10.1007\/s00779-009-0248-1","volume":"14","author":"J Krumm","year":"2010","unstructured":"Krumm J (2010) Where will they turn: predicting turn proportions at intersections. Pers. Ubiquitous Comput. 14(7):591\u2013599. doi: 10.1007\/s00779-009-0248-1","journal-title":"Pers. Ubiquitous Comput."},{"issue":"2","key":"452_CR19","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1080\/17489725.2013.788228","volume":"7","author":"J Krumm","year":"2013","unstructured":"Krumm J, Gruen R, Delling D (2013) From destination prediction to route prediction. J Locat Based Serv 7(2):98\u2013120. doi: 10.1080\/17489725.2013.788228","journal-title":"J Locat Based Serv"},{"key":"452_CR20","doi-asserted-by":"publisher","unstructured":"Lin M, Hsu WJ (2014) Mining GPS data for mobility patterns: a survey. Pervasive Mobile Comput 12(0):1\u201316. doi: 10.1016\/j.pmcj.2013.06.005","DOI":"10.1016\/j.pmcj.2013.06.005"},{"key":"452_CR21","doi-asserted-by":"publisher","unstructured":"Lin M, Hsu WJ, Lee ZQ (2012) Predictability of individuals\u2019 mobility with high-resolution positioning data. In: Proceedings of the 2012 ACM conference on ubiquitous computing, UbiComp \u201912. ACM, New York, pp 381\u2013390. doi: 10.1145\/2370216.2370274","DOI":"10.1145\/2370216.2370274"},{"issue":"11","key":"452_CR22","first-page":"109","volume":"11","author":"SC Liou","year":"2005","unstructured":"Liou SC, Huang YM (2005) Trajectory predictions in mobile networks. Int J Inf Technol 11(11):109\u2013122","journal-title":"Int J Inf Technol"},{"key":"452_CR23","doi-asserted-by":"crossref","unstructured":"Pappalardo L, Simini F, Rinzivillo S, Pedreschi D, Giannotti F, Barab\u00e1si AL (2015) Returners and explorers dichotomy in human mobility. Nat Commun 6","DOI":"10.1038\/ncomms9166"},{"key":"452_CR24","doi-asserted-by":"crossref","unstructured":"Pham N, Ganti R, Uddin Y, Nath S, Abdelzaher T (2010) Privacy-preserving reconstruction of multidimensional data maps in vehicular participatory sensing. In: Silva J, Krishnamachari B, Boavida F (eds) Wireless sensor networks. Lecture Notes in Computer Science, vol 5970. Springer, Berlin, pp 114\u2013130","DOI":"10.1007\/978-3-642-11917-0_8"},{"key":"452_CR25","doi-asserted-by":"crossref","unstructured":"Qiu D, Papotti P, Blanco L (2013) Future locations prediction with uncertain data. In: Blockeel H, Kersting K, Nijssen S, \u017delezn\u1ef3 F (eds) Machine learning and knowledge discovery in databases. Lecture Notes in Computer Science, vol 8188. Springer, Berlin, pp 417\u2013432","DOI":"10.1007\/978-3-642-40988-2_27"},{"issue":"5968","key":"452_CR26","doi-asserted-by":"crossref","first-page":"1018","DOI":"10.1126\/science.1177170","volume":"327","author":"C Song","year":"2010","unstructured":"Song C, Qu Z, Blumm N, Barab\u00e1si AL (2010) Limits of predictability in human mobility. Science 327(5968):1018\u20131021","journal-title":"Science"},{"key":"452_CR27","unstructured":"Steinfeld A, Manes D, Green P, Hunter D (1996) Destination entry and retrieval with the ali-scout navigation system. Technical Report UMTRI-96-30. University of Michigan, Transportation Research Institute (UMTRI)"},{"key":"452_CR28","doi-asserted-by":"publisher","unstructured":"Stipkovic S, Bruns R, Dunkel J (2013) Pervasive computing by mobile complex event processing. In: 2013 IEEE 10th international conference on e-business engineering (ICEBE), pp 318\u2013323. doi: 10.1109\/ICEBE.2013.49","DOI":"10.1109\/ICEBE.2013.49"},{"key":"452_CR29","doi-asserted-by":"publisher","unstructured":"Terroso-Saenz F, Valdes-Vela M, Campuzano F, Botia JA, Skarmeta-G\u00f3mez AF (2015) A complex event processing approach to perceive the vehicular context. Inf Fusion 21(0):187\u2013209. doi: 10.1016\/j.inffus.2012.08.008","DOI":"10.1016\/j.inffus.2012.08.008"},{"key":"452_CR30","doi-asserted-by":"publisher","unstructured":"Wang L, Hu K, Ku T, Yan X (2013) Mining frequent trajectory pattern based on vague space partition. Knowl Based Syst 50(0):100\u2013111, doi: 10.1016\/j.knosys.2013.06.002","DOI":"10.1016\/j.knosys.2013.06.002"},{"key":"452_CR31","doi-asserted-by":"publisher","unstructured":"Xue A, Zhang R, Zheng Y, Xie X, Huang J, Xu Z (2013) Destination prediction by sub-trajectory synthesis and privacy protection against such prediction. In: 2013 IEEE 29th international conference on data engineering (ICDE), pp 254\u2013265. doi: 10.1109\/ICDE.2013.6544830","DOI":"10.1109\/ICDE.2013.6544830"},{"key":"452_CR32","doi-asserted-by":"crossref","DOI":"10.4324\/9780203471326","volume-title":"Uncertainty in geographical information","author":"J Zhang","year":"2002","unstructured":"Zhang J, Goodchild MF (2002) Uncertainty in geographical information. Taylor & Francis, London"},{"issue":"2","key":"452_CR33","first-page":"32","volume":"33","author":"Y Zheng","year":"2010","unstructured":"Zheng Y, Xie X, Ma WY (2010) Geolife: a collaborative social networking service among user, location and trajectory. IEEE Data Eng Bull 33(2):32\u201339","journal-title":"IEEE Data Eng Bull"},{"key":"452_CR34","doi-asserted-by":"crossref","unstructured":"Zhou C, Frankowski D, Ludford P, Shekhar S, Terveen L (2004) Discovering personal gazetteers: an interactive clustering approach. In: Proceedings of the 12th annual ACM international workshop on Geographic information systems. ACM, pp 266\u2013273","DOI":"10.1145\/1032222.1032261"},{"key":"452_CR35","doi-asserted-by":"publisher","unstructured":"Zhou J, Tung AK, Wu W, Ng WS (2013) A \u201csemi-lazy\u201d approach to probabilistic path prediction in dynamic environments. In: Proceedings of the 19th ACM SIGKDD international conference on knowledge discovery and data mining, KDD \u201913. ACM, New York, pp 748\u2013756. doi: 10.1145\/2487575.2487609","DOI":"10.1145\/2487575.2487609"},{"key":"452_CR36","doi-asserted-by":"publisher","unstructured":"Ziebart BD, Maas AL, Dey AK, Bagnell JA (2008) Navigate like a cabbie: Probabilistic reasoning from observed context-aware behavior. In: Proceedings of the 10th international conference on ubiquitous computing, UbiComp \u201908. ACM, New York, pp 322\u2013331. doi: 10.1145\/1409635.1409678","DOI":"10.1145\/1409635.1409678"}],"container-title":["Data Mining and Knowledge Discovery"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10618-016-0452-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10618-016-0452-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10618-016-0452-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10618-016-0452-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,4]],"date-time":"2019-09-04T08:01:46Z","timestamp":1567584106000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10618-016-0452-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,2,4]]},"references-count":36,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2016,11]]}},"alternative-id":["452"],"URL":"https:\/\/doi.org\/10.1007\/s10618-016-0452-3","relation":{},"ISSN":["1384-5810","1573-756X"],"issn-type":[{"value":"1384-5810","type":"print"},{"value":"1573-756X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,2,4]]}}}