{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T23:16:30Z","timestamp":1780442190693,"version":"3.54.1"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2014,8,20]],"date-time":"2014-08-20T00:00:00Z","timestamp":1408492800000},"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":["The VLDB Journal"],"published-print":{"date-parts":[[2015,4]]},"DOI":"10.1007\/s00778-014-0369-7","type":"journal-article","created":{"date-parts":[[2014,8,19]],"date-time":"2014-08-19T09:15:01Z","timestamp":1408439701000},"page":"219-243","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":83,"title":["Solving the data sparsity problem in destination prediction"],"prefix":"10.1007","volume":"24","author":[{"given":"Andy Yuan","family":"Xue","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianzhong","family":"Qi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xing","family":"Xie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rui","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jin","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuan","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2014,8,20]]},"reference":[{"key":"369_CR1","doi-asserted-by":"crossref","unstructured":"Ali, M.E., Zhang, R., Tanin, E., Kulik, L.: A motion-aware approach to continuous retrieval of 3d objects. In: Data Engineering, 2008. ICDE 2008. IEEE 24th International Conference on, IEEE, pp. 843\u2013852 (2008)","DOI":"10.1109\/ICDE.2008.4497493"},{"issue":"5","key":"369_CR2","doi-asserted-by":"crossref","first-page":"603","DOI":"10.1007\/s00778-010-0182-x","volume":"19","author":"ME Ali","year":"2010","unstructured":"Ali, M.E., Tanin, E., Zhang, R., Kulik, L.: A motion-aware approach for efficient evaluation of continuous queries on 3d object databases. VLDB J. Int. J. Very Large Data Bases 19(5), 603\u2013632 (2010)","journal-title":"VLDB J. Int. J. Very Large Data Bases"},{"key":"369_CR3","doi-asserted-by":"crossref","first-page":"8166","DOI":"10.1016\/j.eswa.2010.05.070","volume":"37","author":"JA Alvarez-Garcia","year":"2010","unstructured":"Alvarez-Garcia, J.A., Ortega, J.A., Gonzalez-Abril, L., Velasco, F.: Trip destination prediction based on past GPS log using a hidden markov model. Expert Syst. Appl. Int. J. 37, 8166\u20138171 (2010)","journal-title":"Expert Syst. Appl. Int. J."},{"key":"369_CR4","doi-asserted-by":"crossref","unstructured":"Alvarez-Lozano, J., Garc\u00eda-Mac\u00edas, J.A., Ch\u00e1vez, E.: Learning and user adaptation in location forecasting. In: Proceedings of the 2013 ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication, UbiComp \u201913 Adjunct, pp. 461\u2013470 (2013)","DOI":"10.1145\/2494091.2495978"},{"key":"369_CR5","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1007\/s00779-003-0240-0","volume":"7","author":"D Ashbrook","year":"2003","unstructured":"Ashbrook, D., Starner, T.: Using GPS to learn significant locations and predict movement across multiple users. Pers. Ubiquitous Comput. 7, 275\u2013286 (2003)","journal-title":"Pers. Ubiquitous Comput."},{"key":"369_CR6","doi-asserted-by":"crossref","unstructured":"Bhattacharya, A., Das, S.K.: Lezi-update: an information-theoretic approach to track mobile users in pcs networks. In: MobiCom, pp. 1\u201312 (1999)","DOI":"10.1145\/313451.313457"},{"key":"369_CR7","doi-asserted-by":"crossref","first-page":"657","DOI":"10.1016\/j.pmcj.2010.08.004","volume":"6","author":"L Chen","year":"2010","unstructured":"Chen, L., Lv, M., Chen, G.: A system for destination and future route prediction based on trajectory mining. Pervasive Mob. Comput. 6, 657\u2013676 (2010)","journal-title":"Pervasive Mob. Comput."},{"key":"369_CR8","unstructured":"Gogate, V., Dechter, R., Bidyuk, B.: Modeling transportation routines using hybrid dynamic mixed networks. In: UAI, pp. 217\u2013224 (2005)"},{"key":"369_CR9","unstructured":"GPSExchange: GPS track log route exchange forum. http:\/\/www.gpsexchange.com\/ (2012)"},{"key":"369_CR10","doi-asserted-by":"crossref","unstructured":"Hashem, T., Kulik, L., Zhang, R.: Privacy preserving group nearest neighbor queries. In: EDBT, pp. 489\u2013500 (2010)","DOI":"10.1145\/1739041.1739100"},{"issue":"3","key":"369_CR11","doi-asserted-by":"crossref","first-page":"430","DOI":"10.1016\/j.is.2012.07.001","volume":"38","author":"T Hashem","year":"2013","unstructured":"Hashem, T., Kulik, L., Zhang, R.: Countering overlapping rectangle privacy attack for moving knn queries. Inf. Syst. 38(3), 430\u2013453 (2013)","journal-title":"Inf. Syst."},{"key":"369_CR12","doi-asserted-by":"crossref","unstructured":"Horvitz, E., Krumm, J.: Some help on the way: opportunistic routing under uncertainty. In: UbiComp, pp. 371\u2013380 (2012)","DOI":"10.1145\/2370216.2370273"},{"key":"369_CR13","doi-asserted-by":"crossref","unstructured":"Jensen, C.S., Lin, D., Ooi, B.C., Zhang, R.: Effective density queries on continuouslymoving objects. In: Data Engineering, 2006. ICDE\u201906. Proceedings of the 22nd International Conference on, IEEE, pp. 71\u201371 (2006)","DOI":"10.1109\/ICDE.2006.179"},{"key":"369_CR14","doi-asserted-by":"crossref","unstructured":"Jensen, J.: Sur les fonctions convexes et les ingalits entre les valeurs moyennes. Acta Mathematica 30(1), pp. 175\u2013193. doi: 10.1007\/BF02418571 , http:\/\/dx.doi.org\/10.1007\/BF02418571 (1906)","DOI":"10.1007\/BF02418571"},{"key":"369_CR15","doi-asserted-by":"crossref","unstructured":"Krumm, J., Horvitz, E.: Predestination: inferring destinations from partial trajectories. In: UbiComp, pp. 243\u2013260 (2006)","DOI":"10.1007\/11853565_15"},{"issue":"4","key":"369_CR16","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1109\/MC.2007.141","volume":"40","author":"J Krumm","year":"2007","unstructured":"Krumm, J., Horvitz, E.: Predestination: Where do you want to go today? IEEE Comput. 40(4), 105\u2013107 (2007)","journal-title":"IEEE Comput."},{"issue":"5\u20136","key":"369_CR17","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1016\/j.artint.2007.01.006","volume":"171","author":"L Liao","year":"2007","unstructured":"Liao, L., Patterson, D.J., Fox, D., Kautz, H.: Learning and inferring transportation routines. Artif. Intell. 171(5\u20136), 311\u2013331 (2007)","journal-title":"Artif. Intell."},{"key":"369_CR18","doi-asserted-by":"crossref","unstructured":"Marmasse, N., Schmandt, C.: A user-centered location model. Pers. Ubiquitous Comput. 6, 318\u2013321 (2002)","DOI":"10.1007\/s007790200035"},{"key":"369_CR19","unstructured":"Microsoft Research: T-drive trajectory data sample. http:\/\/research.microsoft.com\/apps\/pubs\/?id=152883 (2012)"},{"key":"369_CR20","doi-asserted-by":"crossref","unstructured":"Nutanong, S., Zhang, R., Tanin, E., Kulik, L.: Analysis and evaluation of V*- knn: an efficient algorithm for moving knn queries. VLDB J. 19(3), 307\u2013332 (2010)","DOI":"10.1007\/s00778-009-0163-0"},{"key":"369_CR21","doi-asserted-by":"crossref","unstructured":"Patterson, D.J., Liao, L., Fox, D., Kautz, H.: Inferring high-level behavior from low-level sensors. In: UbiComp, pp. 73\u201389 (2003)","DOI":"10.1007\/978-3-540-39653-6_6"},{"key":"369_CR22","doi-asserted-by":"crossref","unstructured":"Qiu, D., Papotti, P., Blanco, L.: Future locations prediction with uncertain data. Machine Learning and Knowledge Discovery in Databases, vol. 8188, pp. 417\u2013432. Springer, Berlin Heidelberg (2013)","DOI":"10.1007\/978-3-642-40988-2_27"},{"key":"369_CR23","unstructured":"ShareMyRoute: Share my route. http:\/\/www.sharemyroutes.com (2012)"},{"key":"369_CR24","doi-asserted-by":"crossref","unstructured":"Simmons, R., Browning, B., Zhang, Y., Sadekar, V.: Learning to predict driver route and destination intent. In: ITSC, pp. 127\u2013132 (2006)","DOI":"10.1109\/ITSC.2006.1706730"},{"issue":"4","key":"369_CR25","doi-asserted-by":"crossref","first-page":"354","DOI":"10.1007\/BF02165411","volume":"13","author":"V Strassen","year":"1969","unstructured":"Strassen, V.: Gaussian elimination is not optimal. Numerische Mathematik 13(4), 354\u2013356 (1969)","journal-title":"Numerische Mathematik"},{"key":"369_CR26","doi-asserted-by":"crossref","unstructured":"Tiesyte, D., Jensen, C.S.: Similarity-based prediction of travel times for vehicles traveling on known routes. GIS, pp. 14:1\u201314:10 (2008)","DOI":"10.1145\/1463434.1463452"},{"key":"369_CR27","unstructured":"Williams, V.V.: Breaking the coppersmith-winograd barrier (2011, unpublished)"},{"key":"369_CR28","doi-asserted-by":"crossref","unstructured":"Xue, A.Y., Zhang, R., Zheng, Y., Xie, X., Huang, J., Xu, Z.: Destination prediction by sub-trajectory synthesis and privacy protection against such prediction. In: ICDE (2013)","DOI":"10.1109\/ICDE.2013.6544830"},{"key":"369_CR29","doi-asserted-by":"crossref","unstructured":"Xue, A.Y., Zhang, R., Zheng, Y., Xie, X., Yu, J., Tang, Y.: Desteller: A system for destination prediction based on trajectories with privacy protection. In: International Conference on Very Large Data Bases (VLDB) (2013)","DOI":"10.14778\/2536274.2536275"},{"key":"369_CR30","doi-asserted-by":"crossref","unstructured":"Yuan, J., Zheng, Y., Zhang, C., Xie, W., Xie, X., Sun, G., Huang, Y.: T-drive: Driving directions based on taxi trajectories. In: GIS, pp. 99\u2013108 (2010)","DOI":"10.1145\/1869790.1869807"},{"key":"369_CR31","doi-asserted-by":"crossref","unstructured":"Yuan, J., Zheng, Y., Xie, X., Sun, G.: Driving with knowledge from the physical world. In: KDD, pp. 316\u2013324 (2011)","DOI":"10.1145\/2020408.2020462"},{"issue":"4","key":"369_CR32","doi-asserted-by":"crossref","first-page":"561","DOI":"10.1007\/s00778-011-0259-1","volume":"21","author":"R Zhang","year":"2012","unstructured":"Zhang, R., Qi, J., Lin, D., Wang, W., Wong, R.C.W.: A highly optimized algorithm for continuous intersection join queries over moving objects. VLDB J. Int. J. Very Large Data Bases 21(4), 561\u2013586 (2012)","journal-title":"VLDB J. Int. J. Very Large Data Bases"},{"key":"369_CR33","doi-asserted-by":"crossref","unstructured":"Zheng, Y., Zhou, X. (eds.): Computing with Spatial Trajectories. Springer, Berlin (2011)","DOI":"10.1007\/978-1-4614-1629-6"},{"key":"369_CR34","doi-asserted-by":"crossref","unstructured":"Ziebart, B.D., Maas, A.L., Dey, A.K., Bagnell, J.A.: Navigate like a cabbie: Probabilistic reasoning from observed context-aware behavior. In: UbiComp, pp. 322\u2013331 (2008)","DOI":"10.1145\/1409635.1409678"}],"container-title":["The VLDB Journal"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00778-014-0369-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00778-014-0369-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00778-014-0369-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,13]],"date-time":"2019-08-13T23:38:57Z","timestamp":1565739537000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00778-014-0369-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,8,20]]},"references-count":34,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2015,4]]}},"alternative-id":["369"],"URL":"https:\/\/doi.org\/10.1007\/s00778-014-0369-7","relation":{},"ISSN":["1066-8888","0949-877X"],"issn-type":[{"value":"1066-8888","type":"print"},{"value":"0949-877X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,8,20]]}}}