{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T06:09:47Z","timestamp":1757311787776},"publisher-location":"Cham","reference-count":35,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030059392"},{"type":"electronic","value":"9783030059408"}],"license":[{"start":{"date-parts":[[2018,12,15]],"date-time":"2018-12-15T00:00:00Z","timestamp":1544832000000},"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":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-05940-8_2","type":"book-chapter","created":{"date-parts":[[2018,12,14]],"date-time":"2018-12-14T16:18:55Z","timestamp":1544804335000},"page":"15-26","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Characterisation of Traveller Types Using Check-In Data from Location-Based Social Networks"],"prefix":"10.1007","author":[{"given":"Linus W.","family":"Dietz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rinita","family":"Roy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wolfgang","family":"W\u00f6rndl","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,12,15]]},"reference":[{"key":"2_CR1","unstructured":"Airbnb. Airbnb and the rise of millennial travel. https:\/\/www.airbnbcitizen.com\/airbnb-millennials-study-travel-more-important-than-saving-for-a-home , November 2016"},{"key":"2_CR2","doi-asserted-by":"crossref","unstructured":"Dietz LW (2018) Data-driven destination recommender systems. In: Proceedings of the 26th conference on user modeling, adaptation and personalization, UMAP \u201918, New York, NY, USA, July 2018. ACM","DOI":"10.1145\/3209219.3213591"},{"key":"2_CR3","unstructured":"Herzog D, W\u00f6rndl, W (2014) A travel recommender system for combining multiple travel regions to a composite trip. CBRecSys@RecSys, vol 1245, pp 42\u201348, Foster City, CA, USA"},{"issue":"1","key":"2_CR4","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1007\/s40558-014-0017-5","volume":"15","author":"J Neidhardt","year":"2014","unstructured":"Neidhardt J, Seyfang L, Schuster R, Werthner H (2014) A picture-based approach to recommender systems. J Inf Technol Tour 15(1):49\u201369","journal-title":"J Inf Technol Tour"},{"key":"2_CR5","first-page":"422","volume-title":"Information and Communication Technologies in Tourism 2018","author":"Mete Sertkan","year":"2017","unstructured":"Sertkan M, Neidhardt J, Werthner H (2017) Mapping of tourism destinations to travel behavioural patterns. In: Stangl B, Pesonen J (eds) Information and communication technologies in tourism, CH, December 2017. Springer, Cham, pp 422\u2013434"},{"key":"2_CR6","unstructured":"Dietz LW, Herzog D, W\u00f6rndl W (2018) Deriving tourist mobility patterns from check-in data. In: Proceedings of the WSDM 2018 workshop on learning from user interactions, Los Angeles, CA, USA, February 2018"},{"issue":"16","key":"2_CR7","doi-asserted-by":"publisher","first-page":"7370","DOI":"10.1016\/j.eswa.2014.06.007","volume":"41","author":"J Borr\u00e0s","year":"2014","unstructured":"Borr\u00e0s J, Moreno A, Valls A (2014) Intelligent tourism recommender systems. Expert Syst Appl 41(16):7370\u20137389","journal-title":"Expert Syst Appl"},{"key":"2_CR8","first-page":"367","volume-title":"Recommender Systems Handbook","author":"Robin Burke","year":"2010","unstructured":"Burke R, Ramezani M (2011) Matching recommendation technologies and domains. Springer, Boston, pp 367\u2013386"},{"key":"2_CR9","unstructured":"Dietz LW, Weimert A (2018) Recommending crowdsourced trips. Vancouver, Canada"},{"key":"2_CR10","unstructured":"Bhatia AK (1963) International tourism management. Sterling Publishers"},{"issue":"1","key":"2_CR11","first-page":"164","volume":"39","author":"E Cohen","year":"1972","unstructured":"Cohen E (1972) Towards a sociology of international tourism. Soc Res 39(1):164\u2013182","journal-title":"Soc Res"},{"key":"2_CR12","doi-asserted-by":"crossref","unstructured":"Pearce PL (1982) The social psychology of tourist behavior. International Series in Experimental Social Psychology","DOI":"10.1016\/B978-0-08-025794-5.50007-8"},{"issue":"1","key":"2_CR13","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1002\/jtr.346","volume":"4","author":"B McKercher","year":"2002","unstructured":"McKercher B (2002) Towards a classification of cultural tourists. Int J Tour Res 4(1):29\u201338","journal-title":"Int J Tour Res"},{"issue":"2","key":"2_CR14","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1016\/0160-7383(92)90082-Z","volume":"19","author":"A Yiannakis","year":"1992","unstructured":"Yiannakis A, Gibson H (1992) Roles tourists play. Ann Tour Res 19(2):287\u2013303","journal-title":"Ann Tour Res"},{"issue":"2","key":"2_CR15","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1111\/j.1467-6494.1992.tb00970.x","volume":"60","author":"RR McCrae","year":"1992","unstructured":"McCrae RR, John OP (1992) An introduction to the five-factor model and its applications. J Pers 60(2):175\u2013215","journal-title":"J Pers"},{"issue":"2","key":"2_CR16","doi-asserted-by":"publisher","first-page":"358","DOI":"10.1016\/S0160-7383(01)00037-8","volume":"29","author":"H Gibson","year":"2002","unstructured":"Gibson H, Yiannakis A (2002) Tourist roles: needs and the lifecourse. Ann Tour Res 29(2):358\u2013383","journal-title":"Ann Tour Res"},{"issue":"7196","key":"2_CR17","doi-asserted-by":"publisher","first-page":"779","DOI":"10.1038\/nature06958","volume":"453","author":"MC Gonz\u00e1lez","year":"2008","unstructured":"Gonz\u00e1lez MC, Hidalgo CA, Barab\u00e1si A-L (2008) Understanding individual human mobility patterns. Nature 453(7196):779\u2013782","journal-title":"Nature"},{"issue":"6","key":"2_CR18","doi-asserted-by":"publisher","first-page":"68002","DOI":"10.1209\/0295-5075\/98\/68002","volume":"98","author":"Yan Zhang","year":"2012","unstructured":"Zhang Y, Wang L, Zhang YQ, Li X (2012) Towards a temporal network analysis of interactive WiFi users. Europhysics Lett 98(6)","journal-title":"EPL (Europhysics Letters)"},{"key":"2_CR19","doi-asserted-by":"crossref","unstructured":"Zheng Y, Zhang L, Xie X, Ma WY (2009) Mining interesting locations and travel sequences from GPS trajectories. In: Proceedings of the 18th international world wide web conference, WWW\u201909, New York, NY, USA, April 2009. ACM","DOI":"10.1145\/1526709.1526816"},{"issue":"3","key":"2_CR20","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2840722","volume":"48","author":"Andrea Hess","year":"2015","unstructured":"Hess A, Hummel KA, Gansterer WN, Haring G (2015) Data-driven human mobility modeling. ACM Comput Surv 48(3):1\u201339","journal-title":"ACM Computing Surveys"},{"issue":"10","key":"2_CR21","doi-asserted-by":"publisher","first-page":"818","DOI":"10.1038\/nphys1760","volume":"6","author":"Chaoming Song","year":"2010","unstructured":"Song C, Koren T, Wang P, Barab\u00e1si AL (2010) Modeling the scaling properties of human mobility. Nat Phys 6(10): 818\u2013823","journal-title":"Nature Physics"},{"issue":"5968","key":"2_CR22","doi-asserted-by":"publisher","first-page":"1018","DOI":"10.1126\/science.1177170","volume":"327","author":"C Song","year":"2010","unstructured":"Song C, Zehui Q, Blumm N, Barab\u00e1si A-L (2010) Limits of predictability in human mobility. Science 327(5968):1018\u20131021","journal-title":"Science"},{"key":"2_CR23","unstructured":"Ouyang X, Zhang C, Zhou P, Jiang H (2016) Deepspace: an online deep learning framework for mobile big data to understand human mobility patterns. CoRR,abs\/1610.07009"},{"key":"2_CR24","unstructured":"Noulas A, Scellato S, Mascolo C, Pontil M (2011) An empirical study of geographic user activity patterns in Foursquare. Media. AAAI"},{"key":"2_CR25","unstructured":"Cheng Z, Caverlee J, Lee K, Sui DZ (2011) Exploring millions of footprints in location sharing services. Media. AAAI"},{"key":"2_CR26","doi-asserted-by":"crossref","unstructured":"Wang D, Pedreschi D, Song C, Giannotti F, Barab\u00e1si AL (2011) Human mobility, social ties, and link prediction. In: Proceedings of the 17th ACM SIGKDD international conference on knowledge discovery and data mining, KDD\u201911, New York, NY, USA, August 2011. ACM","DOI":"10.1145\/2020408.2020581"},{"issue":"3","key":"2_CR27","doi-asserted-by":"publisher","first-page":"525","DOI":"10.1007\/s10707-014-0220-8","volume":"19","author":"Y Jie Bao","year":"2015","unstructured":"Jie Bao Y, Zheng DW, Mokbel M (2015) Recommendations in location-based social networks. GeoInformatica 19(3):525\u2013565","journal-title":"GeoInformatica"},{"issue":"1","key":"2_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1889681.1889683","volume":"2","author":"Y Zheng","year":"2011","unstructured":"Zheng Y, Xie X (2011) Learning travel recommendations from user-generated GPS traces. ACM Trans Intell Syst Technol 2(1):1\u201329","journal-title":"ACM Trans Intell Syst Technol"},{"issue":"3","key":"2_CR29","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1080\/15230406.2014.890072","volume":"41","author":"B Hawelka","year":"2014","unstructured":"Hawelka B, Sitko I, Beinat E, Sobolevsky S, Kazakopoulos P, Ratti C (2014) Geo-located twitter as proxy for global mobility patterns. Cartogr Geogr Inf Sci 41(3):260\u2013271","journal-title":"Cartogr Geogr Inf Sci"},{"key":"2_CR30","doi-asserted-by":"crossref","unstructured":"Bao J, Zheng Y, Mokbel MF (2012) Location-based and preference-aware recommendation using sparse geo-social networking data. In: Proceedings of the 20th international conference on advances in geographic information systems, SIGSPATIAL\u201912, New York, NY, USA, November 2012. ACM, pp 199\u2013208","DOI":"10.1145\/2424321.2424348"},{"key":"2_CR31","doi-asserted-by":"crossref","unstructured":"Hsieh HP, Li CT, Lin SD (2012) Exploiting large-scale check-in data to recommend time-sensitive routes. In: Proceedings of the ACM SIGKDD international workshop on urban computing, UrbComp \u201912, New York, NY, USA, August 2012. ACM, pp 55\u201362","DOI":"10.1145\/2346496.2346506"},{"key":"2_CR32","doi-asserted-by":"crossref","unstructured":"Kariryaa A, Johnson I, Sch\u00f6ning J, Hecht B (2018) Defining and predicting the localness of volunteered geographic information using ground truth data. In: Proceedings of the 2018 CHI conference on human factors in computing system, CHI\u201918, April 2018. ACM, p 265","DOI":"10.1145\/3173574.3173839"},{"issue":"3","key":"2_CR33","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2814575","volume":"7","author":"D Yang","year":"2016","unstructured":"Yang D, Zhang D, Bingqing Q (2016) Participatory cultural mapping based on collective behavior data in location-based social networks. ACM Trans Intell Syst Technol 7(3):1\u201323","journal-title":"ACM Trans Intell Syst Technol"},{"key":"2_CR34","unstructured":"Jain AK, Dubes RC (1988) Algorithms for clustering data. Prentice-Hall, Upper Saddle River"},{"key":"2_CR35","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/0377-0427(87)90125-7","volume":"20","author":"PJ Rousseeuw","year":"1987","unstructured":"Rousseeuw PJ (1987) Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. Comput Appl Math 20:53\u201365","journal-title":"Comput Appl Math"}],"container-title":["Information and Communication Technologies in Tourism 2019"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-05940-8_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,11,7]],"date-time":"2019-11-07T23:13:06Z","timestamp":1573168386000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-05940-8_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,15]]},"ISBN":["9783030059392","9783030059408"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-05940-8_2","relation":{},"subject":[],"published":{"date-parts":[[2018,12,15]]}}}