{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:32:56Z","timestamp":1750307576559,"version":"3.41.0"},"reference-count":32,"publisher":"Association for Computing Machinery (ACM)","issue":"3","license":[{"start":{"date-parts":[[2009,11,1]],"date-time":"2009-11-01T00:00:00Z","timestamp":1257033600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["SIGSPATIAL Special"],"published-print":{"date-parts":[[2009,11]]},"abstract":"<jats:p>Extracting knowledge about the movement of different types of mobile agents (e.g. human, animals, vehicles) and dynamic phenomena (e.g. hurricanes) requires new exploratory data analysis methods for massive movement datasets. Different types of moving objects share similarities but also express differences in terms of their dynamic behavior and the nature of their movement. Extracting such similarities can significantly contribute to the prediction, modeling and simulation dynamic phenomena. Therefore, with the development of a quantitative methodology this research intends to investigate and explore similarities in the dynamics of moving objects by using methods of GIScience in knowledge discovery. This paper presents a summary of the ongoing Ph.D. research project.<\/jats:p>","DOI":"10.1145\/1645424.1645427","type":"journal-article","created":{"date-parts":[[2009,11,30]],"date-time":"2009-11-30T14:56:36Z","timestamp":1259592996000},"page":"11-16","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["Exploring movement-similarity analysis of moving objects"],"prefix":"10.1145","volume":"1","author":[{"given":"Somayeh","family":"Dodge","sequence":"first","affiliation":[{"name":"University of Zurich, Zurich, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert","family":"Weibel","sequence":"additional","affiliation":[{"name":"University of Zurich, Zurich, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patrick","family":"Laube","sequence":"additional","affiliation":[{"name":"University of Zurich, Zurich, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2009,11]]},"reference":[{"key":"e_1_2_1_1_1","first-page":"69","article-title":"Efficient Similarity Search In Sequence Databases. In Proceedings of the 4th international Conference on Foundations of Data Organization and Algorithms. D. B. Lomet, Ed. Lecture Notes In Computer Science, Springer-Verlag","volume":"730","author":"Agrawal R.","year":"1993","unstructured":"Agrawal , R. , Faloutsos , C. , and Swami , A. N. 1993 . Efficient Similarity Search In Sequence Databases. In Proceedings of the 4th international Conference on Foundations of Data Organization and Algorithms. D. B. Lomet, Ed. Lecture Notes In Computer Science, Springer-Verlag , London , 730 , 69 -- 84 . Agrawal, R., Faloutsos, C., and Swami, A. N. 1993. Efficient Similarity Search In Sequence Databases. In Proceedings of the 4th international Conference on Foundations of Data Organization and Algorithms. D. B. Lomet, Ed. Lecture Notes In Computer Science, Springer-Verlag, London, 730, 69--84.","journal-title":"London"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.898960"},{"volume-title":"Agent-Based Pedestrian Modelling. Working paper","author":"Batty M.","key":"e_1_2_1_3_1","unstructured":"Batty , M. 2003. Agent-Based Pedestrian Modelling. Working paper . Centre for Advanced Spatial Analysis , University College London. UK. ISSN: 1467--1298. Batty, M. 2003. Agent-Based Pedestrian Modelling. Working paper. Centre for Advanced Spatial Analysis, University College London. UK. ISSN: 1467--1298."},{"volume-title":"Proceedings of the Fourth International Conference on Simulation of Adaptive Behavior","author":"Blythe P. W.","key":"e_1_2_1_4_1","unstructured":"Blythe , P. W. , Miller , G. F. and Todd , P. M . 1996. Human Simulation of Adaptive Behavior: Interactive Studies of Pursuit, Evasion, Courtship, Fighting, and Play . Proceedings of the Fourth International Conference on Simulation of Adaptive Behavior , Cambridge, MA: MIT Press\/Bradford Books, 13--22. Blythe, P. W., Miller, G. F. and Todd, P. M. 1996. Human Simulation of Adaptive Behavior: Interactive Studies of Pursuit, Evasion, Courtship, Fighting, and Play. Proceedings of the Fourth International Conference on Simulation of Adaptive Behavior, Cambridge, MA: MIT Press\/Bradford Books, 13--22."},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jspi.2003.06.016"},{"key":"e_1_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1007568.1007636"},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/1066157.1066213"},{"key":"e_1_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10707-007-0029-9"},{"key":"e_1_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.ivs.9500182"},{"key":"e_1_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2009.07.008"},{"key":"e_1_2_1_11_1","first-page":"37","article-title":"From Data Mining to Knowledge Discovery in Databases","volume":"17","author":"Fayyad U.","year":"1996","unstructured":"Fayyad , U. , Piatetsky-Shapiro , G. and Smyth , P. 1996 . From Data Mining to Knowledge Discovery in Databases . AI Magazine , 17 , 3, 37 -- 54 . Fayyad, U., Piatetsky-Shapiro, G. and Smyth, P. 1996. From Data Mining to Knowledge Discovery in Databases. AI Magazine, 17, 3, 37--54.","journal-title":"AI Magazine"},{"volume-title":"Proceedings of the 23rd IEEE International Conference on Data Engineering (ICDE'07)","author":"Frentzos E.","key":"e_1_2_1_12_1","unstructured":"Frentzos , E. , Gratsias , K. , and Theodoridis , Y . 2007. Index-based Most Similar Trajectory Search . Proceedings of the 23rd IEEE International Conference on Data Engineering (ICDE'07) , 816--825. Frentzos, E., Gratsias, K., and Theodoridis, Y. 2007. Index-based Most Similar Trajectory Search. Proceedings of the 23rd IEEE International Conference on Data Engineering (ICDE'07), 816--825."},{"key":"e_1_2_1_13_1","doi-asserted-by":"crossref","unstructured":"Giannotti F. and Pedreschi D. 2007. (eds.) Mobility Data Mining and Privacy -- Geographic Knowledge Discovery. Springer.   Giannotti F. and Pedreschi D. 2007. (eds.) Mobility Data Mining and Privacy -- Geographic Knowledge Discovery. Springer.","DOI":"10.1007\/978-3-540-75177-9"},{"key":"e_1_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.761267"},{"key":"e_1_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/1032222.1032259"},{"key":"e_1_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2005.09.001"},{"key":"e_1_2_1_18_1","volume-title":"Analysing Point Motion -- Spatio-Temporal Data Mining of Geospatial Lifelines","author":"Laube P.","year":"2005","unstructured":"Laube , P. Analysing Point Motion -- Spatio-Temporal Data Mining of Geospatial Lifelines . 2005 . PhD Thesis, Dept. of Geography, Univ. of Zurich . Laube, P. Analysing Point Motion -- Spatio-Temporal Data Mining of Geospatial Lifelines. 2005. PhD Thesis, Dept. of Geography, Univ. of Zurich."},{"key":"e_1_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2003.09.021"},{"key":"e_1_2_1_20_1","first-page":"707","article-title":"Binary Codes Capabale of Correcting Deletions, Insertions, and reversals. In","volume":"10","author":"Levenshtein V.","year":"1966","unstructured":"Levenshtein , V. 1966 . Binary Codes Capabale of Correcting Deletions, Insertions, and reversals. In : Cybernetics and Control Theory , 10 , 8, 707 -- 710 . Levenshtein, V. 1966. Binary Codes Capabale of Correcting Deletions, Insertions, and reversals. In: Cybernetics and Control Theory, 10, 8, 707--710.","journal-title":"Cybernetics and Control Theory"},{"key":"e_1_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10707-007-0027-y"},{"key":"e_1_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIME.2007.59"},{"key":"e_1_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0198-9715(02)00023-6"},{"key":"e_1_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/s007780100059"},{"key":"e_1_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/1065167.1065210"},{"volume-title":"Miller, H. J.&amp","author":"Smyth C. S.","key":"e_1_2_1_26_1","unstructured":"Smyth , C. S. 2001. Mining mobile trajectories . In: Miller, H. J.&amp ;Han, J. (eds.): Geographic Data Mining and Knowledge Discovery , Taylor&amp; Francis , 337--361. Smyth, C. S. 2001. Mining mobile trajectories. In: Miller, H. J.&amp;Han, J. (eds.): Geographic Data Mining and Knowledge Discovery, Taylor&amp;Francis, 337--361."},{"key":"e_1_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/1341012.1341027"},{"key":"e_1_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1177\/0361198106197200105"},{"volume-title":"Quantitative Analysis of Movement: Measuring and Modelling Population Redistribution in Animals and Plants","author":"Turchin P.","key":"e_1_2_1_29_1","unstructured":"Turchin , P. 1998. Quantitative Analysis of Movement: Measuring and Modelling Population Redistribution in Animals and Plants . Sunderland, MA : Sinauer Publishers . Turchin, P. 1998. Quantitative Analysis of Movement: Measuring and Modelling Population Redistribution in Animals and Plants. Sunderland, MA: Sinauer Publishers."},{"key":"e_1_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/1341012.1341068"},{"key":"e_1_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.5555\/876875.878994"},{"volume-title":"Proceedings of the 4th international Conference on Mobile Data Management. M. Chen, P. K. Chrysanthis, M. Sloman, and A. B. Zaslavsky, Eds. Lecture Notes In Computer Science, Springer-Verlag","author":"Yanagisawa Y.","key":"e_1_2_1_32_1","unstructured":"Yanagisawa , Y. , Akahani , J. , and Satoh , T . 2003. Shape-Based Similarity Query for Trajectory of Mobile Objects . In Proceedings of the 4th international Conference on Mobile Data Management. M. Chen, P. K. Chrysanthis, M. Sloman, and A. B. Zaslavsky, Eds. Lecture Notes In Computer Science, Springer-Verlag , London, 2574. 63--77. Yanagisawa, Y., Akahani, J., and Satoh, T. 2003. Shape-Based Similarity Query for Trajectory of Mobile Objects. In Proceedings of the 4th international Conference on Mobile Data Management. M. Chen, P. K. Chrysanthis, M. Sloman, and A. B. Zaslavsky, Eds. Lecture Notes In Computer Science, Springer-Verlag, London, 2574. 63--77."},{"key":"e_1_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/1367497.1367532"}],"container-title":["SIGSPATIAL Special"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1645424.1645427","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1645424.1645427","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T12:41:09Z","timestamp":1750250469000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1645424.1645427"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,11]]},"references-count":32,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2009,11]]}},"alternative-id":["10.1145\/1645424.1645427"],"URL":"https:\/\/doi.org\/10.1145\/1645424.1645427","relation":{},"ISSN":["1946-7729"],"issn-type":[{"type":"electronic","value":"1946-7729"}],"subject":[],"published":{"date-parts":[[2009,11]]},"assertion":[{"value":"2009-11-01","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}