{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T03:12:13Z","timestamp":1761621133995},"reference-count":55,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2013,5,11]],"date-time":"2013-05-11T00:00:00Z","timestamp":1368230400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Geoinformatica"],"published-print":{"date-parts":[[2014,4]]},"DOI":"10.1007\/s10707-013-0181-3","type":"journal-article","created":{"date-parts":[[2013,5,10]],"date-time":"2013-05-10T05:13:52Z","timestamp":1368162832000},"page":"273-312","source":"Crossref","is-referenced-by-count":44,"title":["A general framework for trajectory data warehousing and visual OLAP"],"prefix":"10.1007","volume":"18","author":[{"given":"Luca","family":"Leonardi","sequence":"first","affiliation":[]},{"given":"Salvatore","family":"Orlando","sequence":"additional","affiliation":[]},{"given":"Alessandra","family":"Raffaet\u00e0","sequence":"additional","affiliation":[]},{"given":"Alessandro","family":"Roncato","sequence":"additional","affiliation":[]},{"given":"Claudio","family":"Silvestri","sequence":"additional","affiliation":[]},{"given":"Gennady","family":"Andrienko","sequence":"additional","affiliation":[]},{"given":"Natalia","family":"Andrienko","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2013,5,11]]},"reference":[{"key":"181_CR1","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1016\/0004-3702(84)90008-0","volume":"23","author":"JF Allen","year":"1984","unstructured":"Allen JF (1984) A general model of action and time. Artif Intell 23:123\u2013154","journal-title":"Artif Intell"},{"key":"181_CR2","doi-asserted-by":"crossref","unstructured":"Andrienko G, Andrienko N (2008) Spatio-temporal aggregation for visual analysis of movements. In: Proceedings of VAST. IEEE. pp 51\u201358","DOI":"10.1109\/VAST.2008.4677356"},{"issue":"1","key":"181_CR3","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1179\/000870409X12525737905042","volume":"47","author":"G Andrienko","year":"2010","unstructured":"Andrienko G, Andrienko N (2010) A general framework for using aggregation in visual exploration of movement data. Cartogr J 47(1):22\u201340","journal-title":"Cartogr J"},{"issue":"2","key":"181_CR4","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1145\/1345448.1345455","volume":"9","author":"G Andrienko","year":"2007","unstructured":"Andrienko G, Andrienko N, Wrobel S (2007) Visual analytics tools for analysis of movement data. ACM SIGKDD Explor 9(2):28\u201346","journal-title":"ACM SIGKDD Explor"},{"issue":"2","key":"181_CR5","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1109\/TVCG.2010.44","volume":"17","author":"N Andrienko","year":"2011","unstructured":"Andrienko N, Andrienko G (2011) Spatial generalization and aggregation of massive movement data. IEEE Trans Vis Comput Graph 17(2):205\u2013219","journal-title":"IEEE Trans Vis Comput Graph"},{"issue":"1","key":"181_CR6","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1007\/s10618-012-0285-7","volume":"27","author":"N Andrienko","year":"2013","unstructured":"Andrienko N, Andrienko G (2013) A visual analytics framework for spatio-temporal analysis and modelling. Data Min Knowl Disc 27(1):55\u201383","journal-title":"Data Min Knowl Disc"},{"issue":"1","key":"181_CR7","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1177\/1473871612457601","volume":"12","author":"N Andrienko","year":"2013","unstructured":"Andrienko N, Andrienko G (2013) Visual analytics of movement: an overview of methods, tools and procedures. Inf Vis 12(1):3\u201324","journal-title":"Inf Vis"},{"issue":"4","key":"181_CR8","first-page":"33","volume":"6","author":"S Bimonte","year":"2010","unstructured":"Bimonte S, Miquel M (2010) When spatial analysis meets OLAP: multidimensional model and operators. IJDWM 6(4):33\u201360","journal-title":"IJDWM"},{"key":"181_CR9","unstructured":"Brakatsoulas S, Pfoser D, Salas R, Wenk C (2005) On map-matching vehicle tracking data. In: Proceedings of VLDB, pp 853\u2013864"},{"issue":"2","key":"181_CR10","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/j.jspi.2003.06.016","volume":"122","author":"D Brillinger","year":"2004","unstructured":"Brillinger D, Preisler H, Ager A, Kie K (2004) An exploratory data analysis (EDA) of the paths of moving animals. J Stat Plan Infer 122(2):43\u201363","journal-title":"J Stat Plan Infer"},{"issue":"3","key":"181_CR11","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1007\/s00778-005-0163-7","volume":"15","author":"H Cao","year":"2006","unstructured":"Cao H, Wolfson O, Trajcevski G (2006) Spatio-temporal data reduction with deterministic error bounds. VLDB J 15(3):211\u2013228","journal-title":"VLDB J"},{"key":"181_CR12","doi-asserted-by":"crossref","unstructured":"Cudr\u00e9-Mauroux P, Wu E, Madden S (2010) TrajStore: an adaptive storage system for very large trajectory data sets. In: Proceedings of ICDE, pp 109\u2013120","DOI":"10.1109\/ICDE.2010.5447829"},{"issue":"4","key":"181_CR13","doi-asserted-by":"crossref","first-page":"581","DOI":"10.1016\/S0167-9473(02)00294-3","volume":"43","author":"JA Dykes","year":"2003","unstructured":"Dykes JA, Mountain DM (2003) Seeking structure in records of spatio-temporal behaviour: visualization issues, efforts and applications. Comput Stat Data Anal 43(4):581\u2013603","journal-title":"Comput Stat Data Anal"},{"key":"181_CR14","first-page":"129","volume":"8","author":"MJ Egenhofer","year":"1994","unstructured":"Egenhofer MJ (1994) Topological relations between regions with holes. Int J GIS 8:129\u2013142","journal-title":"Int J GIS"},{"key":"181_CR15","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1145\/563788.604454","volume":"34","author":"SG Eick","year":"2000","unstructured":"Eick SG (2000) Visualizing multi-dimensional data. SIGGRAPH Comput Graph 34:61\u201367","journal-title":"SIGGRAPH Comput Graph"},{"issue":"3","key":"181_CR16","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1023\/A:1009805532638","volume":"3","author":"M Erwig","year":"1999","unstructured":"Erwig M, G\u00fcting RH, Schneider M, Vazirgiannis M (1999) Spatio-temporal data types: an approach to modeling and querying moving objects in databases. GeoInformatica 3(3):269\u2013296","journal-title":"GeoInformatica"},{"key":"181_CR17","first-page":"73","volume-title":"Information, place and cyberspace: issues in accessibility, chap. time and sequencing: substitution at the physical\/virtual interface.","author":"P Forer","year":"2000","unstructured":"Forer P, Huisman O (2000) Information, place and cyberspace: issues in accessibility, chap. time and sequencing: substitution at the physical\/virtual interface. Springer Verlag, Heidelberg, pp 73\u201390"},{"key":"181_CR18","doi-asserted-by":"crossref","unstructured":"Fredrikson A, North C, Plaisant C, Shneiderman B (1999) Temporal, geographical and categorical aggregations viewed through coordinated displays: a case study with highway incident data. In: Proceedings of workshop on new paradigms in information visualization and manipulation, pp 26\u201334","DOI":"10.1145\/331770.331780"},{"key":"181_CR19","unstructured":"European project IST-6FP-014915 GeoPKDD Geographic privacy-aware knowledge discovery and delivery (GeoPKDD) (web site: http:\/\/www.geopkdd.eu )"},{"issue":"2\u20133","key":"181_CR20","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1142\/S0218843098000118","volume":"7","author":"M Golfarelli","year":"1998","unstructured":"Golfarelli M, Maio D, Rizzi S (1998) The dimensional fact model: a conceptual model for data warehouses. Int J Coop Inf Syst 7(2\u20133):215\u2013247","journal-title":"Int J Coop Inf Syst"},{"issue":"6","key":"181_CR21","doi-asserted-by":"crossref","first-page":"551","DOI":"10.1016\/j.is.2009.03.002","volume":"34","author":"LI G\u00f3mez","year":"2009","unstructured":"G\u00f3mez LI, Haesevoets S, Kuijpers B, Vaisman AA (2009) Spatial aggregation: data model and implementation. Inf Syst 34(6):551\u2013576","journal-title":"Inf Syst"},{"issue":"3","key":"181_CR22","doi-asserted-by":"crossref","first-page":"455","DOI":"10.1007\/s10707-010-0110-7","volume":"15","author":"LI G\u00f3mez","year":"2011","unstructured":"G\u00f3mez LI, Kuijpers B, Vaisman AA (2011) A data model and query language for spatio-temporal decision support. GeoInformatica 15(3):455\u2013496","journal-title":"GeoInformatica"},{"issue":"1","key":"181_CR23","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1023\/A:1009726021843","volume":"1","author":"J Gray","year":"1997","unstructured":"Gray J, Chaudhuri S, Bosworth A, Layman A, Reichart D, Venkatrao M, Pellow F, Pirahesh H (1997) Data cube: a relational aggregation operator generalizing group-by, cross-tab and sub-totals. Data Min Knowl Disc 1(1):29\u201353","journal-title":"Data Min Knowl Disc"},{"key":"181_CR24","doi-asserted-by":"crossref","first-page":"859","DOI":"10.1080\/13658810701349037","volume":"21","author":"D Guo","year":"2007","unstructured":"Guo D (2007) Visual analytics of spatial interaction patterns for pandemic decision support. Int J Geograph Inf Sci 21:859\u2013877","journal-title":"Int J Geograph Inf Sci"},{"issue":"2","key":"181_CR25","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1007\/s00778-005-0152-x","volume":"15","author":"RH G\u00fcting","year":"2006","unstructured":"G\u00fcting RH, de\u00a0Almeida VT, Ding Z (2006) Modeling and querying moving objects in networks. VLDB J 15(2):165\u2013190","journal-title":"VLDB J"},{"issue":"2","key":"181_CR26","first-page":"56","volume":"33","author":"RH G\u00fcting","year":"2010","unstructured":"G\u00fcting RH, Behr T, D\u00fcntgen C (2010) SECONDO: a platform for moving objects database research and for publishing and integrating research implementations. IEEE Data Eng Bull 33(2):56\u201363","journal-title":"IEEE Data Eng Bull"},{"key":"181_CR27","volume-title":"Moving Objects Databases","author":"RH G\u00fcting","year":"2005","unstructured":"G\u00fcting RH, Schneider M (2005) Moving Objects Databases. Morgan Kaufman, San Mateo"},{"key":"181_CR28","doi-asserted-by":"crossref","unstructured":"Han J, Stefanovic N, Kopersky K (1998) Selective materialization: an efficient method for spatial data cube construction. In: Proceedings of PAKDD, pp 144\u2013158","DOI":"10.1007\/3-540-64383-4_13"},{"issue":"1","key":"181_CR29","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s00778-003-0091-3","volume":"13","author":"CS Jensen","year":"2004","unstructured":"Jensen CS, Kligys A, Pedersen TB, Timko I (2004) Multidimensional data modeling for location-based services. VLDB J 13(1):1\u201321","journal-title":"VLDB J"},{"key":"181_CR30","doi-asserted-by":"crossref","unstructured":"Jensen CS, Lu H, Yang B (2009) Indexing the trajectories of moving objects in symbolic indoor space. In: Proceedings of SSTD, pp 208\u2013227","DOI":"10.1007\/978-3-642-02982-0_15"},{"key":"181_CR31","unstructured":"Keim D, Kohlhammer J, Ellis G, Mansmann F (eds) (2010) Mastering the information age solving problems with visual analytics, chap. data mining, pp 39\u201356. Eurographics Association"},{"key":"181_CR32","doi-asserted-by":"crossref","unstructured":"Leonardi L, Orlando S, Raffaet\u00e0 A, Roncato A, Silvestri C (2009) Frequent spatio-temporal patterns in trajectory data warehouses. In: Proceedings of SAC. ACM, pp 1433\u20131440","DOI":"10.1145\/1529282.1529603"},{"issue":"2","key":"181_CR33","first-page":"1538","volume":"2","author":"K Liu","year":"2009","unstructured":"Liu K, Deng K, Ding Z, Li M, Zhou X (2009) MOIR\/MT: monitoring large-scale road network traffic in real-time. PVLDB 2(2):1538\u20131541","journal-title":"PVLDB"},{"key":"181_CR34","doi-asserted-by":"crossref","unstructured":"Malinowski E, Zim\u00e1nyi E (2004) Representing spatiality in a conceptual multidimensional model. In: Proceedings of GIS, pp 12\u201322","DOI":"10.1145\/1032222.1032226"},{"issue":"4","key":"181_CR35","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1007\/s10707-007-0022-3","volume":"11","author":"E Malinowski","year":"2007","unstructured":"Malinowski E, Zim\u00e1nyi E (2007) Logical representation of a conceptual model for spatial data warehouses. GeoInformatica 11(4):431\u2013457","journal-title":"GeoInformatica"},{"key":"181_CR36","doi-asserted-by":"crossref","unstructured":"Marketos G, Frentzos E, Ntoutsi I, Pelekis N, Raffaet\u00e0 A, Theodoridis Y (2008) Building Real World Trajectory Warehouses. In: Proceedings of MobiDE, pp 8\u201315","DOI":"10.1145\/1626536.1626539"},{"issue":"2","key":"181_CR37","doi-asserted-by":"crossref","first-page":"240","DOI":"10.5626\/JCSE.2007.1.2.211","volume":"1","author":"S Orlando","year":"2007","unstructured":"Orlando S, Orsini R, Raffaet\u00e0 A, Roncato A, Silvestri C (2007) Trajectory data warehouses: design and implementation issues. J Comput Sci Eng 1(2):240\u2013261","journal-title":"J Comput Sci Eng"},{"key":"181_CR38","doi-asserted-by":"crossref","unstructured":"Papadias D, Tao Y, Kalnis P, Zhang J (2002) Indexing spatio-temporal data warehouses. In: Proceedings of ICDE, pp 166\u2013175","DOI":"10.1109\/ICDE.2002.994706"},{"key":"181_CR39","doi-asserted-by":"crossref","unstructured":"Papadias D, Zhang J, Mamoulis N, Tao Y (2003) Query processing in spatial network databases. In: Proceedings of VLDB, pp 802\u2013813","DOI":"10.1016\/B978-012722442-8\/50076-8"},{"key":"181_CR40","doi-asserted-by":"crossref","unstructured":"Pedersen T, Tryfona N (2001) Pre-aggregation in spatial data warehouses. In: Proceedings of SSTD, LNCS, vol 2121, pp 460\u2013480","DOI":"10.1007\/3-540-47724-1_24"},{"key":"181_CR41","doi-asserted-by":"crossref","unstructured":"Pelekis N, Theodoridis Y (2006) Boosting location-based services with a moving object database engine. In: Proceedings of MobiDE, pp 3\u201310","DOI":"10.1145\/1140104.1140108"},{"issue":"2","key":"181_CR42","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1007\/s10707-005-6429-9","volume":"9","author":"D Pfoser","year":"2005","unstructured":"Pfoser D, Jensen CS (2005) Trajectory indexing using movement constraints. GeoInformatica 9(2):93\u2013115","journal-title":"GeoInformatica"},{"issue":"5","key":"181_CR43","doi-asserted-by":"crossref","first-page":"643","DOI":"10.1007\/s00778-011-0236-8","volume":"20","author":"IS Popa","year":"2011","unstructured":"Popa IS, Zeitouni K, Oria V, Barth D, Vial S (2011) Indexing in-network trajectory flows. VLDB J 20(5):643\u2013669","journal-title":"VLDB J"},{"issue":"1","key":"181_CR44","first-page":"1","volume":"7","author":"A Raffaet\u00e0","year":"2011","unstructured":"Raffaet\u00e0 A, Leonardi L, Marketos G, Andrienko G, Andrienko N, Frentzos E, Giatrakos N, Orlando S, Pelekis N, Roncato A, Silvestri C (2011) Visual mobility analysis using T-warehouse. IJDWM 7(1):1\u201323","journal-title":"IJDWM"},{"key":"181_CR45","doi-asserted-by":"crossref","unstructured":"Sakr M, Andrienko G, Behr T, Andrienko N, G\u00fcting RH, Hurter C (2011) Exploring spatiotemporal patterns by integrating visual analytics with a moving objects database system. In: Proceedings of GIS, pp 505\u2013508","DOI":"10.1145\/2093973.2094060"},{"issue":"3","key":"181_CR46","doi-asserted-by":"crossref","first-page":"497","DOI":"10.1007\/s10707-010-0114-3","volume":"15","author":"MA Sakr","year":"2011","unstructured":"Sakr MA, G\u00fcting RH (2011) Spatiotemporal pattern queries. GeoInformatica 15(3):497\u2013540","journal-title":"GeoInformatica"},{"issue":"1","key":"181_CR47","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1007\/s10707-011-0128-5","volume":"16","author":"TLL Siqueira","year":"2012","unstructured":"Siqueira TLL, de\u00a0Aguiar\u00a0Ciferri CD, Times VC, Ciferri RR (2012) The SB-index and the HSB-index: efficient indices for spatial data warehouses. GeoInformatica 16(1):165\u2013205","journal-title":"GeoInformatica"},{"key":"181_CR48","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1109\/2945.981851","volume":"8","author":"C Stolte","year":"2002","unstructured":"Stolte C, Tang D, Hanrahan P (2002) Polaris: A system for query, analysis, and visualization of multidimensional relational databases. IEEE Trans Vis Comput Graph 8:52\u201365","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"181_CR49","doi-asserted-by":"crossref","first-page":"571","DOI":"10.1142\/S021848850200165X","volume":"10","author":"L Sweeney","year":"2002","unstructured":"Sweeney L (2002) Achieving k-anonymity privacy protection using generalization and suppression. Int J Uncertain Fuzz Knowl-Based Syst 10:571\u2013588","journal-title":"Int J Uncertain Fuzz Knowl-Based Syst"},{"key":"181_CR50","unstructured":"Tao Y, Kollios G, Considine J, Li F, Papadias D (2004) Spatio-temporal aggregation using sketches. In: Proceedings of ICDE, pp 214\u2013225"},{"key":"181_CR51","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1145\/1055709.1055713","volume":"23","author":"Y Tao","year":"2005","unstructured":"Tao Y, Papadias D (2005) Historical spatio-temporal aggregation. ACM TOIS 23:61\u2013102","journal-title":"ACM TOIS"},{"key":"181_CR52","doi-asserted-by":"crossref","unstructured":"Timko I, Pedersen TB (2004) Capturing complex multidimensional data in location-based data warehouses. In: Proceedings of GIS, pp 147\u2013156","DOI":"10.1145\/1032222.1032245"},{"key":"181_CR53","unstructured":"Veilleux JP, Lambert M, Santerre R, B $\\acute{\\rm e}$ dard Y (2004) Utilisation du syst $\\acute{\\rm e}$ me de positionnement par satellites (GPS) et des outils d\u2019exploration et d\u2019analyse SOLAP pour l\u2019 $\\acute{\\rm e}$ valuation et le suivi de sportifs de haut niveau. In: Colloque G $\\acute{\\rm e}$ omatique 2004 \u2013 Un choix strat $\\acute{\\rm e}$ gique!"},{"key":"181_CR54","doi-asserted-by":"crossref","unstructured":"Wan T, Zeitouni K, Meng X (2007) An OLAP system for network-constrained moving objects. In: Proceedings of SAC, pp 13\u201318","DOI":"10.1145\/1244002.1244006"},{"key":"181_CR55","doi-asserted-by":"crossref","unstructured":"Wolfson O, Xu B, Chamberlain S, Jiang L (1998) Moving objects databases: issues and solutions. In: Proceedings of SSDBM, pp 111\u2013122","DOI":"10.1109\/SSDM.1998.688116"}],"container-title":["GeoInformatica"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-013-0181-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10707-013-0181-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-013-0181-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,13]],"date-time":"2019-07-13T16:45:22Z","timestamp":1563036322000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10707-013-0181-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,5,11]]},"references-count":55,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2014,4]]}},"alternative-id":["181"],"URL":"https:\/\/doi.org\/10.1007\/s10707-013-0181-3","relation":{},"ISSN":["1384-6175","1573-7624"],"issn-type":[{"value":"1384-6175","type":"print"},{"value":"1573-7624","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,5,11]]}}}