{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T13:47:00Z","timestamp":1760708820252},"reference-count":44,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2015,4,23]],"date-time":"2015-04-23T00:00:00Z","timestamp":1429747200000},"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":["Geoinformatica"],"published-print":{"date-parts":[[2015,10]]},"DOI":"10.1007\/s10707-015-0226-x","type":"journal-article","created":{"date-parts":[[2015,4,22]],"date-time":"2015-04-22T10:03:18Z","timestamp":1429696998000},"page":"693-721","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Travel topic analysis: a mutually reinforcing method for geo-tagged photos"],"prefix":"10.1007","volume":"19","author":[{"given":"Ngai Meng","family":"Kou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leong Hou","family":"U","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yiyang","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiguo","family":"Gong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,4,23]]},"reference":[{"issue":"10","key":"226_CR1","doi-asserted-by":"crossref","first-page":"1707","DOI":"10.1109\/TPAMI.2006.199","volume":"28","author":"G Ayala","year":"2006","unstructured":"Ayala G, Sebasti\u00e1n R, D\u00edaz E, Zoncu R, Toomre D (2006) Analysis of spatially and temporally overlapping events with application to image sequences. IEEE TPAMI 28(10):1707\u20131712","journal-title":"IEEE TPAMI"},{"issue":"8","key":"226_CR2","doi-asserted-by":"crossref","first-page":"1461","DOI":"10.1016\/j.adhoc.2011.03.009","volume":"9","author":"M Bezahaf","year":"2011","unstructured":"Bezahaf M, Iannone L, de Amorim MD, Fdida S (2011) Lord: Tracking mobile clients in a real mesh. Ad Hoc Networks 9(8):1461\u20131475","journal-title":"Ad Hoc Networks"},{"key":"226_CR3","doi-asserted-by":"crossref","unstructured":"Blei DM, Lafferty JD (2006) Dynamic topic models. In: ICML, pp 113\u2013120","DOI":"10.1145\/1143844.1143859"},{"key":"226_CR4","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei DM, Ng AY, Jordan MI (2003) Latent dirichlet allocation. J Mach Learn Res 3:993\u20131022","journal-title":"J Mach Learn Res"},{"issue":"2-3","key":"226_CR5","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1007\/s10799-005-5879-y","volume":"6","author":"RK Chellappa","year":"2005","unstructured":"Chellappa RK, Sin RG (2005) Personalization versus privacy: An empirical examination of the online consumer\u2019s dilemma. Inf Technol Manag 6(2-3):181\u2013202","journal-title":"Inf Technol Manag"},{"key":"226_CR6","doi-asserted-by":"crossref","unstructured":"Cheng AJ, Chen YY, Huang YT, Hsu WH, Liao HYM (2011) Personalized travel recommendation by mining people attributes from community-contributed photos. In: ACM Multimedia , pp 83\u201392","DOI":"10.1145\/2072298.2072311"},{"issue":"8","key":"226_CR7","doi-asserted-by":"crossref","first-page":"790","DOI":"10.1109\/34.400568","volume":"17","author":"Y Cheng","year":"1995","unstructured":"Cheng Y (1995) Mean shift, mode seeking, and clustering. IEEE Trans Pattern Anal Mach Intell 17(8):790\u2013799","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"226_CR8","doi-asserted-by":"crossref","unstructured":"Cho E, Myers SA, Leskovec J (2011) Friendship and mobility: user movement in location-based social networks. In: KDD, pp 1082\u20131090","DOI":"10.1145\/2020408.2020579"},{"key":"226_CR9","doi-asserted-by":"crossref","unstructured":"Choudhury MD, Feldman M, Amer-Yahia S, Golbandi N, Lempel R, Yu C (2010) Constructing travel itineraries from tagged geo-temporal breadcrumbs. In: WWW, pp 1083\u20131084","DOI":"10.1145\/1772690.1772815"},{"key":"226_CR10","volume-title":"Beyond concern: Understanding net users\u2019 attitudes about online privacy","author":"LF Cranor","year":"2000","unstructured":"Cranor LF, Reagle J, Ackerman MS (2000) Beyond concern: Understanding net users\u2019 attitudes about online privacy. MA: MIT Press, Cambridge"},{"issue":"1","key":"226_CR11","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","volume":"39","author":"AP Dempster","year":"1977","unstructured":"Dempster AP, Laird NM, Rubin DB (1977) Maximum likelihood from incomplete data via the em algorithm. J R Stat Soc Ser B 39(1):1\u201338","journal-title":"J R Stat Soc Ser B"},{"key":"226_CR12","doi-asserted-by":"crossref","unstructured":"Giannotti F, Nanni M, Pinelli F, Pedreschi D (2007) Trajectory pattern mining. In: KDD, pp 330\u2013 339","DOI":"10.1145\/1281192.1281230"},{"key":"226_CR13","doi-asserted-by":"crossref","unstructured":"Han J, Pei J, Yin Y (2000) Mining frequent patterns without candidate generation. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, May 16-18, 2000, Dallas, Texas, USA. doi: 10.1145\/342009.335372 , pp 1\u201312","DOI":"10.1145\/342009.335372"},{"key":"226_CR14","doi-asserted-by":"crossref","unstructured":"Hao Q, Cai R, Wang C, Xiao R, Yang JM, Pang Y, Zhang L (2010) Equip tourists with knowledge mined from travelogues. In: WWW, pp 401\u2013410","DOI":"10.1145\/1772690.1772732"},{"key":"226_CR15","doi-asserted-by":"crossref","unstructured":"Hofmann T (1999) Probabilistic latent semantic indexing. In: SIGIR, pp 50\u201357","DOI":"10.1145\/312624.312649"},{"key":"226_CR16","doi-asserted-by":"crossref","unstructured":"Jeung H, Shen HT, Zhou X (2007) Mining trajectory patterns using hidden markov models. In: DaWaK, pp 470\u2013480","DOI":"10.1007\/978-3-540-74553-2_44"},{"key":"226_CR17","doi-asserted-by":"crossref","unstructured":"Jeung H, Yiu ML, Jensen CS (2011) Trajectory pattern mining, Computing with Spatial Trajectories. Springer, pp 143\u2013177","DOI":"10.1007\/978-1-4614-1629-6_5"},{"key":"226_CR18","doi-asserted-by":"crossref","unstructured":"Jo Y, Hopcroft JE, Lagoze C (2011) The web of topics: discovering the topology of topic evolution in a corpus. In: WWW, pp 257\u2013266","DOI":"10.1145\/1963405.1963444"},{"key":"226_CR19","doi-asserted-by":"crossref","unstructured":"Kalnis P, Mamoulis N, Bakiras S (2005) On discovering moving clusters in spatio-temporal data. In: SSTD, pp 364\u2013381","DOI":"10.1007\/11535331_21"},{"key":"226_CR20","doi-asserted-by":"crossref","unstructured":"Kennedy LS, Naaman M (2008) Generating diverse and representative image search results for landmarks. In: WWW, pp 297\u2013306","DOI":"10.1145\/1367497.1367539"},{"key":"226_CR21","doi-asserted-by":"crossref","unstructured":"Kisilevich S, Mansmann F, Keim D A (2010) P-dbscan: a density based clustering algorithm for exploration and analysis of attractive areas using collections of geo-tagged photos. In: COM.Geo","DOI":"10.1145\/1823854.1823897"},{"issue":"4es","key":"226_CR22","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1145\/345966.345982","volume":"31","author":"JM Kleinberg","year":"1999","unstructured":"Kleinberg JM (1999) Hubs, authorities, and communities. ACM Comput Surv 31(4es):5","journal-title":"ACM Comput Surv"},{"key":"226_CR23","doi-asserted-by":"crossref","unstructured":"Kodama K, Iijima Y, Guo X, Ishikawa Y (2009) Skyline queries based on user locations and preferences for making location-based recommendations. In: GIS-LBSN, pp 9\u201316","DOI":"10.1145\/1629890.1629893"},{"key":"226_CR24","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1214\/aoms\/1177729694","volume":"22","author":"S Kullback","year":"1951","unstructured":"Kullback S, Leibler RA (1951) On information and sufficiency. Ann Math Stat 22:49\u201386","journal-title":"Ann Math Stat"},{"key":"226_CR25","doi-asserted-by":"crossref","unstructured":"Kurashima T, Iwata T, Irie G, Fujimura K (2010) Travel route recommendation using geotags in photo sharing sites. In: CIKM, pp 579\u2013588","DOI":"10.1145\/1871437.1871513"},{"key":"226_CR26","doi-asserted-by":"crossref","unstructured":"Lee JG, Han J, Whang KY (2007) Trajectory clustering: a partition-and-group framework. In: SIGMOD Conference, pp 593\u2013604","DOI":"10.1145\/1247480.1247546"},{"key":"226_CR27","doi-asserted-by":"crossref","unstructured":"Levandoski JJ, Sarwat M, Eldawy A, Mokbel MF (2012) Lars: A location-aware recommender system. In: ICDE, pp 450\u2013461","DOI":"10.1109\/ICDE.2012.54"},{"key":"226_CR28","first-page":"145","volume":"37","author":"J Lin","year":"1991","unstructured":"Lin J (1991) Divergence measures based on the shannon entropy. IEEE TIT 37:145\u2013151","journal-title":"IEEE TIT"},{"key":"226_CR29","doi-asserted-by":"crossref","unstructured":"Lo E, Kao B, Ho WS, Lee SD, Chui CK, Cheung DW (2008) Olap on sequence data. In: SIGMOD Conference, pp 649\u2013660","DOI":"10.1145\/1376616.1376682"},{"key":"226_CR30","doi-asserted-by":"crossref","unstructured":"Monreale A, Pinelli F, Trasarti R, Giannotti F (2009) Wherenext: a location predictor on trajectory pattern mining. In: KDD, pp 637\u2013646","DOI":"10.1145\/1557019.1557091"},{"key":"226_CR31","doi-asserted-by":"crossref","unstructured":"Park MH, Hong JH, Cho SB (2007) Location-based recommendation system using bayesian user\u2019s preference model in mobile devices. In: UIC, pp 1130\u20131139","DOI":"10.1007\/978-3-540-73549-6_110"},{"key":"226_CR32","doi-asserted-by":"crossref","unstructured":"Popescu A, Grefenstette G (2009) Deducing trip related information from flickr. In: WWW, pp 1183\u20131184","DOI":"10.1145\/1526709.1526919"},{"key":"226_CR33","doi-asserted-by":"crossref","unstructured":"Popescu A, Grefenstette G (2011) Mining social media to create personalized recommendations for tourist visits. In: COM.Geo, p 37","DOI":"10.1145\/1999320.1999357"},{"key":"226_CR34","doi-asserted-by":"crossref","unstructured":"Rattenbury T, Good N, Naaman M (2007) Towards automatic extraction of event and place semantics from flickr tags. In: SIGIR, pp 103\u2013110","DOI":"10.1145\/1277741.1277762"},{"key":"226_CR35","unstructured":"Shi Y, Serdyukov P, Hanjalic A, Larson M (2011) Personalized landmark recommendation based on geotags from photo sharing sites. In: ICWSM"},{"key":"226_CR36","doi-asserted-by":"crossref","unstructured":"Team TYLW I3 - yahoo flickr creative commons 100m. Accessed: 2014-09-30","DOI":"10.1093\/esr\/jcu028"},{"key":"226_CR37","doi-asserted-by":"crossref","unstructured":"Wei LY, Zheng Y, Peng WC (2012) Constructing popular routes from uncertain trajectories. In: KDD, pp 195\u2013203","DOI":"10.1145\/2339530.2339562"},{"issue":"5","key":"226_CR38","doi-asserted-by":"crossref","first-page":"1544","DOI":"10.1016\/j.matcom.2008.06.007","volume":"79","author":"JC Xia","year":"2009","unstructured":"Xia J C, Zeephongsekul P, Arrowsmith C (2009) Modelling spatio-temporal movement of tourists using finite markov chains. Math Comput Simul 79(5):1544\u20131553. doi: 10.1016\/j.matcom.2008.06.007","journal-title":"Math Comput Simul"},{"key":"226_CR39","doi-asserted-by":"crossref","unstructured":"Yang Y, Gong Z, ULH (2011) Identifying points of interest by self-tuning clustering. In: SIGIR, pp 883\u2013892","DOI":"10.1145\/2009916.2010034"},{"key":"226_CR40","doi-asserted-by":"crossref","unstructured":"Yin Z, Cao L, Han J, Zhai C, Huang TS (2011) Geographical topic discovery and comparison. In: WWW, pp 247\u2013256","DOI":"10.1145\/1963405.1963443"},{"key":"226_CR41","doi-asserted-by":"crossref","unstructured":"Zhai C, Velivelli A, Yu B (2004) A cross-collection mixture model for comparative text mining. In: KDD, pp 743\u2013748","DOI":"10.1145\/1014052.1014150"},{"issue":"1","key":"226_CR42","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1145\/1921591.1921596","volume":"5","author":"Y Zheng","year":"2011","unstructured":"Zheng Y, Zhang L, Ma Z, Xie X, Ma WY (2011) Recommending friends and locations based on individual location history. TWEB 5(1):5","journal-title":"TWEB"},{"key":"226_CR43","doi-asserted-by":"crossref","unstructured":"Zheng Y, Zhang L, Xie X, Ma WY (2009) Mining interesting locations and travel sequences from gps trajectories. In: WWW, pp 791\u2013800","DOI":"10.1145\/1526709.1526816"},{"issue":"3","key":"226_CR44","first-page":"56","volume":"3","author":"YT Zheng","year":"2012","unstructured":"Zheng YT, Zha ZJ, Chua TS (2012) Mining travel patterns from geotagged photos. ACM TIST 3(3):56","journal-title":"ACM TIST"}],"container-title":["GeoInformatica"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-015-0226-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10707-015-0226-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-015-0226-x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,8]],"date-time":"2024-06-08T14:56:01Z","timestamp":1717858561000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10707-015-0226-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,4,23]]},"references-count":44,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2015,10]]}},"alternative-id":["226"],"URL":"https:\/\/doi.org\/10.1007\/s10707-015-0226-x","relation":{},"ISSN":["1384-6175","1573-7624"],"issn-type":[{"value":"1384-6175","type":"print"},{"value":"1573-7624","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,4,23]]}}}