{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,16]],"date-time":"2025-05-16T04:03:41Z","timestamp":1747368221578,"version":"3.40.5"},"publisher-location":"Cham","reference-count":50,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031886256","type":"print"},{"value":"9783031886263","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[[2025]]},"DOI":"10.1007\/978-3-031-88626-3_4","type":"book-chapter","created":{"date-parts":[[2025,5,15]],"date-time":"2025-05-15T08:53:32Z","timestamp":1747299212000},"page":"57-73","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Smart Tourism and the Co-creation of Experiences: Social Networks and Big Data Manipulation"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6024-2624","authenticated-orcid":false,"given":"Jo\u00e3o","family":"Rom\u00e3o","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,5,14]]},"reference":[{"issue":"14","key":"4_CR1","doi-asserted-by":"publisher","first-page":"3967","DOI":"10.3390\/su11143967","volume":"11","author":"T Arreeras","year":"2019","unstructured":"Arreeras T, Arimura M, Asada T, Arreeras S (2019) Association rule mining tourist-attractive destinations for the sustainable development of a large tourism area in Hokkaido using Wi-Fi tracking data. Sustainability 11(14):3967","journal-title":"Sustainability"},{"key":"4_CR2","doi-asserted-by":"crossref","unstructured":"Benckendorff PJ, Xiang Z, Sheldon PJ (2019) Tourism information technology, 3rd edn. Cabi, Oxfordshire.","DOI":"10.1079\/9781786393432.0000"},{"issue":"2\u20133","key":"4_CR3","first-page":"311","volume":"18","author":"E Binkhorst","year":"2009","unstructured":"Binkhorst E, Dekker T (2009) Towards the co-creation tourism experience? J Hosp Market Manag 18(2\u20133):311\u2013327","journal-title":"J Hosp Market Manag"},{"issue":"2","key":"4_CR4","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1108\/IJTC-12-2015-0032","volume":"2","author":"K Boes","year":"2016","unstructured":"Boes K, Buhalis D, Inversini A (2016) Smart tourism destinations: Ecosystems for tourism destination competitiveness. Int J Tour Cities 2(2):108\u2013124","journal-title":"Int J Tour Cities"},{"key":"4_CR5","doi-asserted-by":"publisher","first-page":"609","DOI":"10.1016\/j.tourman.2008.01.005","volume":"29","author":"D Buhalis","year":"2008","unstructured":"Buhalis D, Law R (2008) Progress in information technology and tourism management: 20 years on and 10 years after the internet\u2014The state of eTourism research. Tour Manage 29:609\u2013623","journal-title":"Tour Manage"},{"key":"4_CR01","doi-asserted-by":"crossref","unstructured":"Buhalis D, Leung D, Lin M (2023) Metaverse as a disruptive technology revolutionising tourism management and\nmarketing. Tourism Management 97:104724","DOI":"10.1016\/j.tourman.2023.104724"},{"issue":"5","key":"4_CR6","doi-asserted-by":"publisher","first-page":"563","DOI":"10.1080\/10548408.2019.1592059","volume":"36","author":"D Buhalis","year":"2019","unstructured":"Buhalis D, Sinarta Y (2019) Real-time co-creation and nowness service: lessons from tourism and hospitality. J Travel Tour Mark 36(5):563\u2013582","journal-title":"J Travel Tour Mark"},{"key":"4_CR7","volume-title":"Hospitality management and digital transformation: balancing efficiency, agility and guest experience in the era of disruption","author":"R Busulwa","year":"2021","unstructured":"Busulwa R, Evans N, Oh A, Kang M (2021) Hospitality management and digital transformation: balancing efficiency, agility and guest experience in the era of disruption. Routledge, London"},{"issue":"4","key":"4_CR8","first-page":"1219","volume":"77","author":"J Chen","year":"2022","unstructured":"Chen J, Becken S, Stantic B (2022) Harnessing social media to understand tourist mobility: the role of information technology and big data. Tour Rev 77(4):1219\u20131233","journal-title":"Tour Rev"},{"key":"4_CR9","doi-asserted-by":"publisher","DOI":"10.1080\/14616688.2024.2341249","author":"J Chen","year":"2024","unstructured":"Chen J, Shoval N, Stantic B (2024) Tracking tourist mobility in the big data era: insights from data, theory, and future directions. Tour Geogr. https:\/\/doi.org\/10.1080\/14616688.2024.2341249","journal-title":"Tour Geogr"},{"issue":"1","key":"4_CR10","doi-asserted-by":"publisher","first-page":"0349","DOI":"10.3390\/su12010349","volume":"12","author":"A Crivellari","year":"2020","unstructured":"Crivellari A, Beinat E (2020) LSTM-based deep learning model for predicting individual mobility traces of short-term foreign tourists. Sustainability 12(1):0349","journal-title":"Sustainability"},{"issue":"8","key":"4_CR11","doi-asserted-by":"publisher","first-page":"1041","DOI":"10.1177\/0047287515617299","volume":"55","author":"LK Cvelbar","year":"2015","unstructured":"Cvelbar LK, Dwyer L, Koman M, Mihalic\u030c T, (2015) Drivers of destination competitiveness in tourism: A global investigation. J Travel Res 55(8):1041\u20131050","journal-title":"J Travel Res"},{"issue":"5","key":"4_CR12","doi-asserted-by":"publisher","first-page":"849","DOI":"10.1080\/09669582.2020.1865387","volume":"29","author":"S Gossling","year":"2021","unstructured":"Gossling S (2021) Technology, ICT and tourism: from big data to the big picture. J Sustain Tour 29(5):849\u2013858","journal-title":"J Sustain Tour"},{"key":"4_CR13","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1007\/s12525-015-0196-8","volume":"25","author":"U Gretzel","year":"2015","unstructured":"Gretzel U, Sigala M, Xiang Z, Koo C (2015) Smart tourism: foundations and developments. Electron Mark 25:179\u2013188","journal-title":"Electron Mark"},{"issue":"4","key":"4_CR14","doi-asserted-by":"publisher","first-page":"23","DOI":"10.52255\/smarttourism.2023.3.4.4","volume":"3","author":"U Gretzel","year":"2023","unstructured":"Gretzel U, Hyunae L, Eunji L, Namho C, Koo C (2023) Enhanced smart tourism and its role in reshaping the tourism industry. J Smart Tour 3(4):23\u201331","journal-title":"J Smart Tour"},{"issue":"3","key":"4_CR15","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1007\/s40558-017-0086-3","volume":"17","author":"A Hardy","year":"2017","unstructured":"Hardy A, Hyslop S, Booth K, Robards B, Aryal J, Gretzel U, Eccleston R (2017) Tracking tourists\u2019 travel with smartphone-based GPS technology: a methodological discussion. Info Technol Tour 17(3):255\u2013274","journal-title":"Info Technol Tour"},{"key":"4_CR16","doi-asserted-by":"crossref","unstructured":"Ivanov S, Webster C (2019) Robots, artificial intelligence, and service automation in travel, tourism and hospitality. Emerald, Bingley.","DOI":"10.1108\/9781787566873"},{"issue":"8","key":"4_CR17","doi-asserted-by":"publisher","first-page":"2563","DOI":"10.1108\/IJCHM-03-2020-0237","volume":"32","author":"Y Jiang","year":"2020","unstructured":"Jiang Y, Wen J (2020) Effects of COVID-19 on hotel marketing and management: a perspective article. Int J Contemp Hosp Manag 32(8):2563\u20132573","journal-title":"Int J Contemp Hosp Manag"},{"issue":"1","key":"4_CR18","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1177\/0047287515620491","volume":"56","author":"J Kim","year":"2017","unstructured":"Kim J, Fesenmaier DR (2017) Sharing tourism experiences: The posttrip experience. J Travel Res 56(1):28\u201340","journal-title":"J Travel Res"},{"key":"4_CR19","volume-title":"Instagram gives boost to obscure Japanese destinations looking for more tourism","author":"WJ Ko","year":"2018","unstructured":"Ko WJ (2018) Instagram gives boost to obscure Japanese destinations looking for more tourism. Bloomberg, New York"},{"key":"4_CR20","doi-asserted-by":"crossref","unstructured":"Kourtit K, Nijkamp P, Rom\u00e3o, J (2019) Cultural heritage appraisal by visitors to global cities: The use of social media and urban analytics in urban buzz research. Sustainability 11(12):3470","DOI":"10.3390\/su11123470"},{"key":"4_CR21","doi-asserted-by":"publisher","first-page":"725","DOI":"10.1016\/j.tourman.2010.06.001","volume":"32","author":"I Lo","year":"2011","unstructured":"Lo I, McKercher B, Cheung C, Law R (2011) Tourism and online photography. Tour Manage 32:725\u2013731","journal-title":"Tour Manage"},{"key":"4_CR22","doi-asserted-by":"publisher","DOI":"10.1016\/j.annals.2020.102931","volume":"83","author":"JA Mazanec","year":"2020","unstructured":"Mazanec JA (2020) Hidden theorizing in big data analytics: With a reference to tourism design research. Ann Tour Res 83:102931","journal-title":"Ann Tour Res"},{"key":"4_CR23","unstructured":"Neuhofer B, Buhalis D (2019) Service dominant logic in the social media landscape. In: Sign M, Gretzel U (eds) Advances in social media for travel, tourism and hospitality. Routledge, London."},{"key":"4_CR24","doi-asserted-by":"crossref","unstructured":"Neuts B, Rom\u00e3o J, Nijkamp P, Leeuwen E (2013) Digital destinations in the tourist sector: a path model for the impact of e-services on tourist expenditures in Amsterdam. Letters in Spatial and Resource Sciences 6(2):71:80.","DOI":"10.1007\/s12076-012-0087-y"},{"key":"4_CR25","first-page":"1","volume":"26","author":"H Padr\u00f3n-\u00c1vila","year":"2020","unstructured":"Padr\u00f3n-\u00c1vila H, Hern\u00e1ndez-Mart\u00edn R (2020) How can researchers track tourists? A bibliometric content analysis of tourist tracking techniques. European J Tour Res 26:1\u201330","journal-title":"European J Tour Res"},{"key":"4_CR26","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1016\/j.tourman.2016.06.006","volume":"57","author":"J Raun","year":"2016","unstructured":"Raun J, Ahas R, Tiru M (2016) Measuring tourism destinations using mobile tracking data. Tour Manage 57:202\u2013212","journal-title":"Tour Manage"},{"key":"4_CR27","volume":"18","author":"J Reifa","year":"2020","unstructured":"Reifa J, Schm\u00fccker D (2020) Exploring new ways of visitor tracking using big data sources: Opportunities and limits of passive mobile data for tourism. J Destin Mark Manag 18:100481","journal-title":"J Destin Mark Manag"},{"key":"4_CR28","doi-asserted-by":"publisher","first-page":"362","DOI":"10.1016\/j.tourman.2018.02.010","volume":"67","author":"I Rihova","year":"2018","unstructured":"Rihova I, Buhalis B, Gouthro MB, Moital M (2018) Customer-to-customer co-creation practices in tourism: Lessons from Customer-Dominant logic. Tour Manage 67:362\u2013375","journal-title":"Tour Manage"},{"key":"4_CR29","doi-asserted-by":"crossref","unstructured":"Rom\u00e3o J (2025) How big is your data? Critical remarks on big data analytics and co-creation processes in smart urban tourism research. In: Broitman D, Kopczewska K, Czamanski D (eds.) Handbook on\u00a0big data, artificial intelligence and cities. Edward Elgar, London.","DOI":"10.4337\/9781803928050.00014"},{"issue":"2","key":"4_CR30","doi-asserted-by":"publisher","first-page":"222","DOI":"10.1080\/17535069.2021.2001039","volume":"16","author":"J Rom\u00e3o","year":"2023","unstructured":"Rom\u00e3o J, Nijkamp P, Dom\u00e8nech A (2023) Tourism in Common: policy flows and participatory management in the Tourism Council of Barcelona. Urban Res & Practice 16(2):222\u2013245","journal-title":"Urban Res & Practice"},{"issue":"1","key":"4_CR31","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1080\/15022250.2023.2174183","volume":"23","author":"J Rom\u00e3o","year":"2023","unstructured":"Rom\u00e3o J, Palm K, Persson-Fischier U (2023) Open spaces for co-creation: a community based approach to tourism product diversification. Scand J Hosp Tour 23(1):94\u2013113","journal-title":"Scand J Hosp Tour"},{"key":"4_CR32","doi-asserted-by":"crossref","unstructured":"Rom\u00e3o J, Sano K (2025) Methodological advances and theoretical gaps in tracking non-urban tourism mobility. Int J Tour Res 27(1):e70000","DOI":"10.1002\/jtr.70000"},{"key":"4_CR33","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1007\/s41685-021-00218-3","volume":"6","author":"J Rom\u00e3o","year":"2022","unstructured":"Rom\u00e3o J, Seal PP, Hansen P, Joseph S, Senthilkumaran P (2022) Stakeholder-based conjoint analysis for branding wellness tourism in Kerala, India. Asia-Pacific J Reg Sci 6:91\u2013111","journal-title":"Asia-Pacific J Reg Sci"},{"key":"4_CR34","doi-asserted-by":"publisher","first-page":"312","DOI":"10.1016\/j.jbusres.2020.06.015","volume":"117","author":"M Sigala","year":"2020","unstructured":"Sigala M (2020) Tourism and COVID-19: Impacts and implications for advancing and resetting industry and research. J Bus Res 117:312\u2013321","journal-title":"J Bus Res"},{"key":"4_CR02","doi-asserted-by":"crossref","unstructured":"Shoval N, Isaacson M (2007) Tracking Tourists in the Digital Age. Annals of Tourism Research 34(1):141\u2013159","DOI":"10.1016\/j.annals.2006.07.007"},{"key":"4_CR35","doi-asserted-by":"publisher","DOI":"10.4324\/9780203869376","volume-title":"Tourist mobility and advanced tracking technologies","author":"N Shoval","year":"2009","unstructured":"Shoval N, Isaacson M (2009) Tourist mobility and advanced tracking technologies. Routledge, London"},{"issue":"5","key":"4_CR36","doi-asserted-by":"publisher","first-page":"587","DOI":"10.1080\/14616688.2016.1214977","volume":"18","author":"N Shoval","year":"2016","unstructured":"Shoval N, Ahas R (2016) The use of tracking technologies in tourism research: the first decade. Tour Geogr 18(5):587\u2013606","journal-title":"Tour Geogr"},{"key":"4_CR37","doi-asserted-by":"publisher","first-page":"551","DOI":"10.1002\/jtr.1914","volume":"14","author":"M Sigala","year":"2012","unstructured":"Sigala M (2012) Exploiting web 2.0 for new service development: Findings and implications from the Greek tourism industry. Int J Tour Res 14:551\u2013566","journal-title":"Int J Tour Res"},{"key":"4_CR38","volume-title":"Digital advertising trends in travel","author":"Skift,","year":"2018","unstructured":"Skift, (2018) Digital advertising trends in travel. Skift, London"},{"key":"4_CR39","volume-title":"A deep dive into google\u2019s impact on travel 2020","author":"Skift,","year":"2020","unstructured":"Skift, (2020) A deep dive into google\u2019s impact on travel 2020. Skift, London"},{"key":"4_CR40","volume-title":"A deep dive into google\u2019s impact on travel 2022","author":"Skift,","year":"2022","unstructured":"Skift, (2022) A deep dive into google\u2019s impact on travel 2022. Skift, London"},{"key":"4_CR41","volume-title":"Generative AI\u2019s impact on travel","author":"Skift,","year":"2023","unstructured":"Skift, (2023) Generative AI\u2019s impact on travel. Skift, London"},{"key":"4_CR42","volume-title":"Generative AI: An overview of what\u2019s happening in travel right now","author":"Skift,","year":"2023","unstructured":"Skift, (2023) Generative AI: An overview of what\u2019s happening in travel right now. Skift, London"},{"key":"4_CR43","doi-asserted-by":"publisher","DOI":"10.1016\/j.gcrs.2024.100003","volume":"1","author":"J Suedekum","year":"2025","unstructured":"Suedekum J (2025) Place-based policies\u2014How to do them and why. Global Challenges & Regional Science 1:100003","journal-title":"Global Challenges & Regional Science"},{"issue":"1","key":"4_CR44","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1016\/j.annals.2008.10.001","volume":"36","author":"I Tussyadiah","year":"2009","unstructured":"Tussyadiah I, Fesenmaier D (2009) Mediating tourist experiences. Ann Tour Res 36(1):24\u201340","journal-title":"Ann Tour Res"},{"issue":"1","key":"4_CR45","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1177\/0047287514535847","volume":"55","author":"D Wang","year":"2016","unstructured":"Wang D, Xiang Z, Fesenmaier DR (2016) Smartphone use in everyday life and travel. J Travel Res 55(1):52\u201363","journal-title":"J Travel Res"},{"key":"4_CR46","doi-asserted-by":"publisher","DOI":"10.1016\/j.annals.2021.103158","volume":"88","author":"A Weaver","year":"2021","unstructured":"Weaver A (2021) Tourism, big data, and a crisis of analysis. Ann Tour Res 88:103158","journal-title":"Ann Tour Res"},{"key":"4_CR47","volume-title":"A deep dive into Facebooks impact on travel","author":"J Wein","year":"2017","unstructured":"Wein J (2017) A deep dive into Facebooks impact on travel. Skift, London"},{"issue":"2","key":"4_CR48","doi-asserted-by":"publisher","first-page":"144","DOI":"10.1080\/09669582.2019.1631318","volume":"28","author":"F Xu","year":"2020","unstructured":"Xu F, Nash N, Whitmarsh L (2020) Big data or small data? A methodological review of sustainable tourism. J Sustain Tour 28(2):144\u2013163","journal-title":"J Sustain Tour"}],"container-title":["Advances in Spatial Science","Economic Geography of Tourism"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-88626-3_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,15]],"date-time":"2025-05-15T08:53:40Z","timestamp":1747299220000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-88626-3_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031886256","9783031886263"],"references-count":50,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-88626-3_4","relation":{},"ISSN":["1430-9602","2197-9375"],"issn-type":[{"value":"1430-9602","type":"print"},{"value":"2197-9375","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"14 May 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}