{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T19:30:16Z","timestamp":1784921416191,"version":"3.55.0"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"12","license":[{"start":{"date-parts":[[2021,1,4]],"date-time":"2021-01-04T00:00:00Z","timestamp":1609718400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2021,1,4]],"date-time":"2021-01-04T00:00:00Z","timestamp":1609718400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/100010661","name":"Horizon 2020 Framework Programme","doi-asserted-by":"publisher","award":["687960"],"award-info":[{"award-number":["687960"]}],"id":[{"id":"10.13039\/100010661","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008530","name":"European Regional Development Fund","doi-asserted-by":"publisher","award":["T1EDK-01572"],"award-info":[{"award-number":["T1EDK-01572"]}],"id":[{"id":"10.13039\/501100008530","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Ambient Intell Human Comput"],"published-print":{"date-parts":[[2023,12]]},"DOI":"10.1007\/s12652-020-02774-6","type":"journal-article","created":{"date-parts":[[2021,1,4]],"date-time":"2021-01-04T00:03:13Z","timestamp":1609718593000},"page":"15705-15723","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":29,"title":["Enhancing shopping experiences in smart retailing"],"prefix":"10.1007","volume":"14","author":[{"given":"Lorena","family":"Bourg","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thomas","family":"Chatzidimitris","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ioannis","family":"Chatzigiannakis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4208-8613","authenticated-orcid":false,"given":"Damianos","family":"Gavalas","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kalliopi","family":"Giannakopoulou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vlasios","family":"Kasapakis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Charalampos","family":"Konstantopoulos","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Damianos","family":"Kypriadis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Grammati","family":"Pantziou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christos","family":"Zaroliagis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,1,4]]},"reference":[{"issue":"7","key":"2774_CR1","doi-asserted-by":"publisher","first-page":"2125","DOI":"10.3390\/s18072125","volume":"18","author":"Amaxilatis","year":"2018","unstructured":"Amaxilatis et al (2018) Managing pervasive sensing campaigns via an experimentation-as-a-service platform for smart cities. Sensors 18(7):2125","journal-title":"Sensors"},{"key":"2774_CR2","doi-asserted-by":"crossref","unstructured":"Amaxilatis D, Giannakopoulou K (2018) Evaluating Retailers in a Smart-buying Environment using Smart City Infrastructures. In: 2018 International Conference on Pervasive Computing and Communications Workshops (PerCom). IEEE, pp 284\u2013288","DOI":"10.1109\/PERCOMW.2018.8480304"},{"issue":"3","key":"2774_CR3","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1504\/IJTMKT.2014.063855","volume":"9","author":"M Amirkhanpour","year":"2014","unstructured":"Amirkhanpour M, Vrontis D, Thrassou A (2014) Mobile marketing: a contemporary strategic perspective. Int J Technol Mark 9(3):252\u2013269","journal-title":"Int J Technol Mark"},{"issue":"2","key":"2774_CR4","doi-asserted-by":"publisher","first-page":"409","DOI":"10.1108\/APJML-06-2016-0111","volume":"29","author":"S Arora","year":"2017","unstructured":"Arora S, Singha K, Sahney S (2017) Understanding consumer\u2019s showrooming behaviour: Extending the theory of planned behaviour. Asia Pac J Mark Logist 29(2):409\u2013431","journal-title":"Asia Pac J Mark Logist"},{"key":"2774_CR5","doi-asserted-by":"crossref","unstructured":"Bourg L, Chatzidimitris T, Chatzigiannakis I, Gavalas D, Giannakopoulou K, Kasapakis V, Zaroliagis C (2019) Enhanced Buying Experiences in Smart Cities: The SMARTBUY Approach. In: 2019 European Conference on Ambient Intelligence (AmI). Springer, pp 108\u2013122","DOI":"10.1007\/978-3-030-34255-5_8"},{"key":"2774_CR6","doi-asserted-by":"crossref","unstructured":"Bousios A, Gavalas D, Lambrinos L (2017) CityCare: crowdsourcing daily life issue reports in smart cities. In: 2017 IEEE Symposium on Computers and Communications (ISCC). IEEE, pp 266\u2013271","DOI":"10.1109\/ISCC.2017.8024540"},{"key":"2774_CR7","unstructured":"Breese JS, Heckerman D, Kadie C (1998) Empirical Analysis of Predictive Algorithms for Collaborative Filtering. In: 1998 Conference on Uncertainty in Artificial Intelligence (UAI). AUAI, pp 43\u201352."},{"issue":"5","key":"2774_CR8","doi-asserted-by":"publisher","first-page":"683","DOI":"10.1007\/s00779-020-01374-7","volume":"24","author":"T Chatzidimitris","year":"2020","unstructured":"Chatzidimitris T, Gavalas D, Kasapakis V, Konstantopoulos C, Kypriadis D, Pantziou G, Zaroliagis C (2020) A location history-aware recommender system for smart retail environments. Pers Ubiquit Comput 24(5):683\u2013694","journal-title":"Pers Ubiquit Comput"},{"issue":"1","key":"2774_CR9","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1016\/j.cosrev.2010.09.003","volume":"5","author":"I Chatzigiannakis","year":"2011","unstructured":"Chatzigiannakis I, Mylonas G, Vitaletti A (2011) Urban pervasive applications: challenges, scenarios and case studies. Comput Sci Rev 5(1):103\u2013118","journal-title":"Comput Sci Rev"},{"issue":"4","key":"2774_CR10","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1109\/MITP.2016.64","volume":"18","author":"BW Chen","year":"2016","unstructured":"Chen BW, Ji W (2016) Intelligent marketing in smart cities: crowdsourced data for geo-conquesting. IT Prof 18(4):18\u201324","journal-title":"IT Prof"},{"issue":"7","key":"2774_CR11","doi-asserted-by":"publisher","first-page":"759","DOI":"10.1007\/s00779-011-0389-x","volume":"15","author":"D Gavalas","year":"2011","unstructured":"Gavalas D, Kenteris M (2011) A web-based pervasive recommendation system for mobile tourist guides. Pers Ubiquit Comput 15(7):759\u2013770","journal-title":"Pers Ubiquit Comput"},{"key":"2774_CR12","doi-asserted-by":"crossref","unstructured":"Gavalas D, Kasapakis V, Konstantopoulos C, Mastakas K, Pantziou G (2013) A survey on mobile tourism recommender systems. In: 2013 Third international conference on communications and information technology (ICCIT). IEEE, pp 131\u2013135","DOI":"10.1109\/ICCITechnology.2013.6579536"},{"key":"2774_CR13","doi-asserted-by":"crossref","unstructured":"Gavalas D, Nicopolitidis P, Kameas A, Goumopoulos C, Bellavista P, Lambrinos L, Guo B (2017) Smart cities: recent trends, methodologies, and applications. Wirel Commun Mob Comput","DOI":"10.1155\/2017\/7090963"},{"key":"2774_CR14","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1016\/j.intmar.2017.01.003","volume":"38","author":"S Gensler","year":"2017","unstructured":"Gensler S, Neslin SA, Verhoef PC (2017) The showrooming phenomenon: it\u2019s more than just about price. J Interact Mark 38:29\u201343","journal-title":"J Interact Mark"},{"key":"2774_CR15","unstructured":"Giffinger R, Fertner C, Kramar H, Meijers E (2007) City-ranking of European medium-sized cities. Cent. Reg. Sci. Vienna UT 1\u201312"},{"issue":"3","key":"2774_CR16","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(3):179\u2013188","journal-title":"Electron Mark"},{"issue":"3","key":"2774_CR17","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1108\/IJRDM-06-2013-0119","volume":"43","author":"M Gro\u00df","year":"2015","unstructured":"Gro\u00df M (2015) Mobile shopping: a classification framework and literature review. Int J Retail Distrib Manag 43(3):221\u2013241","journal-title":"Int J Retail Distrib Manag"},{"issue":"2","key":"2774_CR18","doi-asserted-by":"publisher","first-page":"668","DOI":"10.1109\/JIOT.2017.2743783","volume":"5","author":"V Guti\u00e9rrez","year":"2018","unstructured":"Guti\u00e9rrez V, Amaxilatis D, Mylonas G, Mu\u00f1oz L (2018) Empowering citizens toward the co-creation of sustainable cities. IEEE Internet of Things J 5(2):668\u2013676","journal-title":"IEEE Internet of Things J"},{"issue":"1","key":"2774_CR19","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1016\/j.tre.2008.06.002","volume":"45","author":"MH Hsiao","year":"2009","unstructured":"Hsiao MH (2009) Shopping mode choice: physical store shopping versus e-shopping. Transport Res Part E Logist Transport Rev 45(1):86\u201395","journal-title":"Transport Res Part E Logist Transport Rev"},{"issue":"4","key":"2774_CR20","doi-asserted-by":"publisher","first-page":"697","DOI":"10.1016\/j.chb.2010.01.006","volume":"26","author":"T Kowatsch","year":"2010","unstructured":"Kowatsch T, Maass W (2010) In-store consumer behavior: How mobile recommendation agents influence usage intentions, product purchases, and store preferences. Comput Hum Behav 26(4):697\u2013704","journal-title":"Comput Hum Behav"},{"key":"2774_CR21","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-981-10-1610-3_1","volume-title":"Smart economy in smart cities","author":"TV Kumar","year":"2017","unstructured":"Kumar TV, Dahiya B (2017) Smart economy in smart cities. Smart economy in smart cities. Springer, Berlin, pp 3\u201376"},{"issue":"1","key":"2774_CR22","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1016\/j.eswa.2006.08.028","volume":"34","author":"C Lin","year":"2008","unstructured":"Lin C, Hong C (2008) Using customer knowledge in designing electronic catalog. Expert Syst Appl 34(1):119\u2013127","journal-title":"Expert Syst Appl"},{"issue":"7","key":"2774_CR23","doi-asserted-by":"publisher","first-page":"3076","DOI":"10.1287\/mnsc.2017.2764","volume":"64","author":"A Mehra","year":"2017","unstructured":"Mehra A, Kumar S, Raju JS (2017) Competitive strategies for brick-and-mortar stores to counter \u201cshowrooming.\u201d Manag Sci 64(7):3076\u20133090","journal-title":"Manag Sci"},{"key":"2774_CR24","doi-asserted-by":"crossref","unstructured":"Meneses F, Moreira A (2012) Large scale movement analysis from WiFi based location data. In: 2012 International Conference on Indoor Positioning and Indoor Navigation (IPIN), pp 1\u20139","DOI":"10.1109\/IPIN.2012.6418885"},{"issue":"3","key":"2774_CR25","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1023\/B:PORT.0000025428.64128.d3","volume":"31","author":"PL Mokhtarian","year":"2004","unstructured":"Mokhtarian PL (2004) A conceptual analysis of the transportation impacts of B2C e-commerce. Transportation 31(3):257\u2013284","journal-title":"Transportation"},{"key":"2774_CR26","doi-asserted-by":"publisher","first-page":"548","DOI":"10.1016\/j.chb.2016.03.071","volume":"61","author":"E Pantano","year":"2016","unstructured":"Pantano E, Priporas CV (2016) The effect of mobile retailing on consumers\u2019 purchasing experiences: a dynamic perspective. Comput Hum Behav 61:548\u2013555","journal-title":"Comput Hum Behav"},{"key":"2774_CR28","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1016\/j.proenv.2014.11.010","volume":"22","author":"E Pantano","year":"2014","unstructured":"Pantano E, Timmermans H (2014) What is smart for retailing? Procedia Environ Sci 22:101\u2013107","journal-title":"Procedia Environ Sci"},{"key":"2774_CR27","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1016\/j.jretconser.2017.05.011","volume":"38","author":"E Pantano","year":"2017","unstructured":"Pantano E, Rese A, Baier D (2017) Enhancing the online decision-making process by using augmented reality: a two country comparison of youth markets. J Retail Consum Serv 38:81\u201395","journal-title":"J Retail Consum Serv"},{"key":"2774_CR31","unstructured":"SMARTBUY Deliverable 3.2 (2017a) Wireless Geo-located marketing tool"},{"key":"2774_CR32","unstructured":"SMARTBUY Deliverable 4.4 (2017b) Integration of advanced tools for products digitalization and monitoring"},{"key":"2774_CR30","unstructured":"SMARTBUY deliverable 2.8 (2019a) SMARTBUY system\u2014final prototypes"},{"key":"2774_CR33","unstructured":"SMARTBUY Deliverable 5.4 (2019b) Deliverable 5.4 Report on feedback from real-life customers and retailers"},{"key":"2774_CR34","doi-asserted-by":"crossref","unstructured":"Sanyal P, Ghosh A (2017) Attractiveness of retail agglomeration based on product type: an experimental study. SSRN 2989281","DOI":"10.2139\/ssrn.2989281"},{"issue":"7","key":"2774_CR35","doi-asserted-by":"publisher","first-page":"e0130824","DOI":"10.1371\/journal.pone.0130824","volume":"10","author":"P Sapiezynski","year":"2015","unstructured":"Sapiezynski P, Stopczynski A, Gatej R, Lehmann S (2015) Tracking human mobility using WiFi signals. PLoS ONE 10(7):e0130824","journal-title":"PLoS ONE"},{"key":"2774_CR36","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1016\/j.is.2017.09.001","volume":"72","author":"IB Sassi","year":"2017","unstructured":"Sassi IB, Mellouli S, Yahia SB (2017) Context-aware recommender systems in mobile environment: on the road of future research. Inform Syst 72:27\u201361","journal-title":"Inform Syst"},{"issue":"4","key":"2774_CR37","first-page":"381","volume":"18","author":"C Teller","year":"2008","unstructured":"Teller C (2008) Shopping streets versus shopping malls\u2013determinants of agglomeration format attractiveness from the consumers\u2019 point of view. Int Rev Retail Distrib Consum Res 18(4):381\u2013403","journal-title":"Int Rev Retail Distrib Consum Res"},{"key":"2774_CR38","doi-asserted-by":"crossref","unstructured":"Theodoridis E, Mylonas G, Chatzigiannakis I (2013) Developing an IoT smart city framework. In: 4th International Conference on Information, Intelligence, Systems and Applications (IISA). IEEE, pp 1\u20136","DOI":"10.1109\/IISA.2013.6623710"},{"key":"2774_CR39","doi-asserted-by":"publisher","first-page":"204","DOI":"10.3389\/fpsyg.2016.00204","volume":"7","author":"T Villac\u00e9-Molinero","year":"2016","unstructured":"Villac\u00e9-Molinero T, Reinares-Lara P, Reinares-Lara E (2016) Multi-vendor loyalty programs: influencing customer behavioral loyalty? Front Psychol 7:204","journal-title":"Front Psychol"},{"issue":"3","key":"2774_CR40","doi-asserted-by":"publisher","first-page":"367","DOI":"10.1007\/s10257-011-0170-8","volume":"10","author":"FE Walter","year":"2012","unstructured":"Walter FE, Battiston S, Yildirim M, Schweitzer F (2012) Moving recommender systems from on-line commerce to retail stores. IseB 10(3):367\u2013393","journal-title":"IseB"},{"issue":"1","key":"2774_CR41","doi-asserted-by":"publisher","first-page":"437","DOI":"10.1016\/j.eswa.2006.09.033","volume":"34","author":"WS Yang","year":"2008","unstructured":"Yang WS, Cheng HC, Dia JB (2008) A location-aware recommender system for mobile shopping environments. Expert Syst Appl 34(1):437\u2013445","journal-title":"Expert Syst Appl"},{"issue":"4","key":"2774_CR42","doi-asserted-by":"publisher","first-page":"399","DOI":"10.1016\/S0957-4174(02)00189-6","volume":"24","author":"ST Yuan","year":"2003","unstructured":"Yuan ST, Tsao YW (2003) A Recommendation mechanism for contextualized mobile advertising. Expert Syst Appl 24(4):399\u2013414","journal-title":"Expert Syst Appl"}],"container-title":["Journal of Ambient Intelligence and Humanized Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-020-02774-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12652-020-02774-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-020-02774-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,8]],"date-time":"2025-04-08T22:32:08Z","timestamp":1744151528000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12652-020-02774-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,4]]},"references-count":41,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2023,12]]}},"alternative-id":["2774"],"URL":"https:\/\/doi.org\/10.1007\/s12652-020-02774-6","relation":{},"ISSN":["1868-5137","1868-5145"],"issn-type":[{"value":"1868-5137","type":"print"},{"value":"1868-5145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1,4]]},"assertion":[{"value":"16 June 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 November 2020","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 January 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}