{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T23:40:03Z","timestamp":1748562003469,"version":"3.41.0"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319221854"},{"type":"electronic","value":"9783319221861"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-22186-1_32","type":"book-chapter","created":{"date-parts":[[2015,8,10]],"date-time":"2015-08-10T13:07:28Z","timestamp":1439212048000},"page":"330-341","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["DBH-CLUS: A Hierarchal Clustering Method to Identify Pick-up\/Drop-off Hotspots"],"prefix":"10.1007","author":[{"given":"XueJin","family":"Wan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiong","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuan","family":"Zhong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong","family":"Du","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,8,11]]},"reference":[{"key":"32_CR1","unstructured":"Ester, M., Kriegel, H.P., Sander, J., Xu, X.: A density-based algorithm for discovering clusters in large spatial databases with noise. In: Kdd, vol. 96, pp. 226\u2013231 (1996)"},{"issue":"5","key":"32_CR2","doi-asserted-by":"publisher","first-page":"1003","DOI":"10.1109\/TKDE.2002.1033770","volume":"14","author":"RT Ng","year":"2002","unstructured":"Ng, R.T., Han, J.: CLARANS: a method for clustering objects for spatial data mining. Knowl. Data Eng. IEEE Trans. 14(5), 1003\u20131016 (2002)","journal-title":"Knowl. Data Eng. IEEE Trans."},{"issue":"1","key":"32_CR3","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1016\/j.compmedimag.2005.10.001","volume":"30","author":"KS Chuang","year":"2006","unstructured":"Chuang, K.S., Tzeng, H.L., Chen, S., Wu, J., Chen, T.J.: Fuzzy C-means clustering with spatial information for image segmentation. Comput. Med. Imaging Graph. 30(1), 9\u201315 (2006)","journal-title":"Comput. Med. Imaging Graph."},{"key":"32_CR4","unstructured":"Xu, X., Ester, M., Kriegel, H.P., Sander, J.: A distribution-based clustering algorithm for mining in large spatial databases. In: Proceedings, 14th International Conference on Data Engineering, 1998. pp. 324\u2013331. IEEE (1998)"},{"key":"32_CR5","doi-asserted-by":"crossref","unstructured":"Yu, X.G., Jian, Y.: A new clustering algorithm based On KNN and DENCLUE. In: Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on, vol. 4, pp. 2033\u20132038. IEEE (2005)","DOI":"10.1109\/ICMLC.2005.1527279"},{"key":"32_CR6","unstructured":"Wang, W., Yang, J., Muntz, R.: STING: a statistical information grid approach to spatial data mining. In: VLDB, vol. 97, pp. 186\u2013195 (1997)"},{"issue":"2","key":"32_CR7","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1145\/235968.233324","volume":"25","author":"T Zhang","year":"1996","unstructured":"Zhang, T., Ramakrishnan, R., Livny, M.: BIRCH: an efficient data clustering method for very large databases. ACM SIGMOD Rec. 25(2), 103\u2013114 (1996)","journal-title":"ACM SIGMOD Rec."},{"key":"32_CR8","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"559","DOI":"10.1007\/978-3-540-85565-1_69","volume-title":"Knowledge-Based Intelligent Information and Engineering Systems","author":"K Yamamoto","year":"2008","unstructured":"Yamamoto, K., Uesugi, K., Watanabe, T.: Adaptive routing of cruising taxis by mutual exchange of pathways. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds.) KES 2008, Part II. LNCS (LNAI), vol. 5178, pp. 559\u2013566. Springer, Heidelberg (2008)"},{"key":"32_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1007\/978-3-642-16917-5_9","volume-title":"Ambient Intelligence","author":"S Phithakkitnukoon","year":"2010","unstructured":"Phithakkitnukoon, S., Veloso, M., Bento, C., Biderman, A., Ratti, C.: Taxi-aware map: identifying and predicting vacant taxis in the city. In: de Ruyter, B., Wichert, R., Keyson, D.V., Markopoulos, P., Streitz, N., Divitini, M., Georgantas, N., Mana Gomez, A. (eds.) AmI 2010. LNCS, vol. 6439, pp. 86\u201395. Springer, Heidelberg (2010)"},{"issue":"1","key":"32_CR10","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1504\/IJBIDM.2010.030296","volume":"5","author":"HW Chang","year":"2010","unstructured":"Chang, H.W., Tai, Y.C., Hsu, J.Y.J.: Context-aware taxi demand hotspots prediction. Int. J. Bus. Intell. Data Min 5(1), 3\u201318 (2010)","journal-title":"Int. J. Bus. Intell. Data Min"},{"issue":"1","key":"32_CR11","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1002\/atr.5670390107","volume":"39","author":"KI Wong","year":"2005","unstructured":"Wong, K.I., Wong, S.C., Bell, M.G.H., Yang, H.: Modeling the bilateral micro-searching behavior for urban taxi services using the absorbing markov chain approach. J. Adv. Transp. 39(1), 81\u2013104 (2005)","journal-title":"J. Adv. Transp."},{"key":"32_CR12","unstructured":"Loecher, M., Jebara, T.: CitySense: multiscale space time clustering of gps points and trajectories. In: Proceedings of the Joint Statistical Meeting (2009)"},{"issue":"1","key":"32_CR13","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1080\/1561426042000191305","volume":"5","author":"JH Ratcliffe","year":"2004","unstructured":"Ratcliffe, J.H.: The hotspot matrix: a framework for the spatio-temporal targeting of crime reduction. Police Pract. Res. 5(1), 5\u201323 (2004)","journal-title":"Police Pract. Res."},{"key":"32_CR14","doi-asserted-by":"crossref","unstructured":"Hu, K., He, Z., Yue, Y.: Taxi-Viewer: Around The Corner Taxis are!. In: Ubiquitous Intelligence and Computing and 7th International Conference on Autonomic & Trusted Computing (UIC\/ATC), 2010 7th International Conference on, pp. 498\u2013500. IEEE (2010)","DOI":"10.1109\/UIC-ATC.2010.52"},{"key":"32_CR15","doi-asserted-by":"crossref","unstructured":"Wan, X., Kang, J., Gao, M., Zhao, J.: Taxi Origin-destination areas of interest discovering based on functional region division. In: 2013 Third International Conference on Innovative Computing Technology (INTECH), pp. 365\u2013370. IEEE (2013)","DOI":"10.1109\/INTECH.2013.6653677"}],"container-title":["Lecture Notes in Computer Science","Intelligent Computing Theories and Methodologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-22186-1_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T23:09:40Z","timestamp":1748560180000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-22186-1_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319221854","9783319221861"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-22186-1_32","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"11 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}