{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T04:02:48Z","timestamp":1746417768900,"version":"3.40.4"},"reference-count":48,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T00:00:00Z","timestamp":1746316800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T00:00:00Z","timestamp":1746316800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"funder":[{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","award":["202206760046"],"award-info":[{"award-number":["202206760046"]}],"id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Discov Artif Intell"],"DOI":"10.1007\/s44163-025-00278-w","type":"journal-article","created":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T06:19:51Z","timestamp":1746339591000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A multi-dimensional evaluation study of visitor perceptions in suburban parks based on machine learning: a case study of Wuhan garden expo park in Wuhan city"],"prefix":"10.1007","volume":"5","author":[{"given":"Yu","family":"Zhao","sequence":"first","affiliation":[]},{"given":"Yilei","family":"Wang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,5,4]]},"reference":[{"issue":"4","key":"278_CR1","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1016\/j.landurbplan.2003.10.038","volume":"69","author":"J Cornelis","year":"2004","unstructured":"Cornelis J, Hermy M. Biodiversity relationships in urban and suburban parks in flanders. Landsc Urban Plan. 2004;69(4):385\u2013401. https:\/\/doi.org\/10.1016\/j.landurbplan.2003.10.038.","journal-title":"Landsc Urban Plan"},{"issue":"2","key":"278_CR2","doi-asserted-by":"publisher","first-page":"375","DOI":"10.1016\/j.ufug.2013.08.007","volume":"13","author":"N L\u00f3pez-Mosquera","year":"2014","unstructured":"L\u00f3pez-Mosquera N, S\u00e1nchez M. Cognitive and affective determinants of satisfaction, willingness to pay, and loyalty in suburban parks. Urban For Urban Green. 2014;13(2):375\u201384. https:\/\/doi.org\/10.1016\/j.ufug.2013.08.007.","journal-title":"Urban For Urban Green"},{"key":"278_CR3","doi-asserted-by":"publisher","first-page":"373","DOI":"10.1016\/j.ufug.2017.08.006","volume":"27","author":"X Gu","year":"2017","unstructured":"Gu X, Tao S, Dai B. Spatial accessibility of country parks in shanghai, China. Urban For Urban Green. 2017;27:373\u201382. https:\/\/doi.org\/10.1016\/j.ufug.2017.08.006.","journal-title":"Urban For Urban Green"},{"key":"278_CR4","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1016\/j.jenvman.2012.08.029","volume":"113","author":"N L\u00f3pez-Mosquera","year":"2012","unstructured":"L\u00f3pez-Mosquera N, S\u00e1nchez M. Theory of planned behavior and the value-belief-norm theory explaining willingness to pay for a suburban park. J Environ Manage. 2012;113:251\u201362. https:\/\/doi.org\/10.1016\/j.jenvman.2012.08.029.","journal-title":"J Environ Manage"},{"issue":"3","key":"278_CR5","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1177\/0013916589213005","volume":"21","author":"RB Hull","year":"1989","unstructured":"Hull RB, Harvey A. Explaining the emotion people experience in suburban parks. Environ Behav. 1989;21(3):323\u201345. https:\/\/doi.org\/10.1177\/0013916589213005.","journal-title":"Environ Behav"},{"issue":"4","key":"278_CR6","doi-asserted-by":"publisher","first-page":"511","DOI":"10.3366\/afr.2002.72.4.511","volume":"72","author":"S Robins","year":"2002","unstructured":"Robins S. Planning \u201csuburban bliss\u201d in Joe slovo park, cape town. Africa. 2002;72(4):511\u201348. https:\/\/doi.org\/10.3366\/afr.2002.72.4.511.","journal-title":"Africa"},{"issue":"3\u20134","key":"278_CR7","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1016\/S0169-2046(00)00061-X","volume":"49","author":"M Hermy","year":"2000","unstructured":"Hermy M, Cornelis J. Towards a monitoring method and a number of multifaceted and hierarchical biodiversity indicators for urban and suburban parks. Landsc Urban Plan. 2000;49(3\u20134):149\u201362. https:\/\/doi.org\/10.1016\/S0169-2046(00)00061-X.","journal-title":"Landsc Urban Plan"},{"issue":"1","key":"278_CR8","doi-asserted-by":"publisher","DOI":"10.1088\/1748-9326\/ad10d8","volume":"19","author":"M Yan","year":"2023","unstructured":"Yan M, Chen L, Sun R. Climatic effects on landscape multifunctionality in urban parks: a view for integrating ecological supply and human benefits. Environ Res Lett. 2023;19(1): 014032. https:\/\/doi.org\/10.1088\/1748-9326\/ad10d8.","journal-title":"Environ Res Lett"},{"key":"278_CR9","doi-asserted-by":"publisher","DOI":"10.1016\/j.ufug.2019.126367","volume":"43","author":"F Lyu","year":"2019","unstructured":"Lyu F, Zhang L. Using multi-source big data to understand the factors affecting urban park use in Wuhan. Urban For Urban Green. 2019;43: 126367. https:\/\/doi.org\/10.1016\/j.ufug.2019.126367.","journal-title":"Urban For Urban Green"},{"key":"278_CR10","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1016\/j.buildenv.2017.06.014","volume":"122","author":"SY Chan","year":"2017","unstructured":"Chan SY, Chau CK, Leung TM. On the study of thermal comfort and perceptions of environmental features in urban parks: a structural equation modeling approach. Build Environ. 2017;122:171\u201383. https:\/\/doi.org\/10.1016\/j.buildenv.2017.06.014.","journal-title":"Build Environ"},{"issue":"2","key":"278_CR11","doi-asserted-by":"publisher","first-page":"490","DOI":"10.1108\/IJCHM-07-2020-0760","volume":"33","author":"A Gour","year":"2021","unstructured":"Gour A, Aggarwal S, Erdem M. Reading between the lines: analyzing online reviews by using a multi-method web-analytics approach. Int J Contemp Hosp Manag. 2021;33(2):490\u2013512. https:\/\/doi.org\/10.1108\/IJCHM-07-2020-0760.","journal-title":"Int J Contemp Hosp Manag"},{"key":"278_CR12","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1016\/j.cie.2017.05.016","volume":"109","author":"M Nilashi","year":"2017","unstructured":"Nilashi M, Bagherifard K, Rahmani M, Rafe V. A recommender system for tourism industry using cluster ensemble and prediction machine learning techniques. Comput Ind Eng. 2017;109:357\u201368. https:\/\/doi.org\/10.1016\/j.cie.2017.05.016.","journal-title":"Comput Ind Eng"},{"issue":"16","key":"278_CR13","doi-asserted-by":"publisher","first-page":"16","DOI":"10.3390\/app9163300","volume":"9","author":"Q Li","year":"2019","unstructured":"Li Q, Li S, Zhang S, Hu J, Hu J. A review of text corpus-based tourism big data mining. Appl Sci. 2019;9(16):16. https:\/\/doi.org\/10.3390\/app9163300.","journal-title":"Appl Sci"},{"issue":"11","key":"278_CR14","doi-asserted-by":"publisher","first-page":"11","DOI":"10.3390\/f14112237","volume":"14","author":"H Luo","year":"2023","unstructured":"Luo H, Zhao Q, Zhang L, Gao C, Wu X, Nie Y. Landscape health assessment of suburban forest park: a case study based on multiple sampling units and functional characteristics. Forests. 2023;14(11):11. https:\/\/doi.org\/10.3390\/f14112237.","journal-title":"Forests"},{"issue":"2","key":"278_CR15","doi-asserted-by":"publisher","first-page":"3499","DOI":"10.15666\/aeer\/1702_34993512","volume":"17","author":"M Zhao","year":"2019","unstructured":"Zhao M, Zhang J, Xie J, Zhang M. Empirical study on recreation suitability evaluation of suburban forest park\u2014a case study of baiyun forest park in Lishui city, China. Appl Ecol Env Res. 2019;17(2):3499\u2013512. https:\/\/doi.org\/10.15666\/aeer\/1702_34993512.","journal-title":"Appl Ecol Env Res"},{"key":"278_CR16","doi-asserted-by":"publisher","first-page":"39536","DOI":"10.1109\/ACCESS.2020.2967060","volume":"8","author":"Y Zhang","year":"2020","unstructured":"Zhang Y, Jiao L, Yu Z, Lin Z, Gan M. A tourism route-planning approach based on comprehensive attractiveness. IEEE Access. 2020;8:39536\u201347. https:\/\/doi.org\/10.1109\/ACCESS.2020.2967060.","journal-title":"IEEE Access"},{"issue":"11","key":"278_CR17","doi-asserted-by":"publisher","first-page":"11","DOI":"10.3390\/su14116447","volume":"14","author":"H Ma","year":"2022","unstructured":"Ma H, Huang S, Wang M, Chan C, Lin X. Evaluating tourist experience of rural homestays in coastal areas by importance\u2013performance analysis: A case study of homestay in Dapeng new district, Shenzhen, China. Sustainability. 2022;14(11):11. https:\/\/doi.org\/10.3390\/su14116447.","journal-title":"Sustainability"},{"key":"278_CR18","doi-asserted-by":"publisher","DOI":"10.3389\/frai.2020.00042","author":"R Albalawi","year":"2020","unstructured":"Albalawi R, Yeap TH, Benyoucef M. Using topic modeling methods for short-text data: a comparative analysis. Front Artif Intell. 2020. https:\/\/doi.org\/10.3389\/frai.2020.00042.","journal-title":"Front Artif Intell"},{"key":"278_CR19","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/j.dss.2017.11.001","volume":"105","author":"Y Wang","year":"2018","unstructured":"Wang Y, Xu W. Leveraging deep learning with LDA-based text analytics to detect automobile insurance fraud. Decis Supp Syst. 2018;105:87\u201395. https:\/\/doi.org\/10.1016\/j.dss.2017.11.001.","journal-title":"Decis Supp Syst"},{"issue":"1","key":"278_CR20","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1007\/s40558-015-0035-y","volume":"16","author":"M Rossetti","year":"2016","unstructured":"Rossetti M, Stella F, Zanker M. Analyzing user reviews in tourism with topic models. Inf Technol Tour. 2016;16(1):5\u201321. https:\/\/doi.org\/10.1007\/s40558-015-0035-y.","journal-title":"Inf Technol Tour"},{"issue":"4","key":"278_CR21","doi-asserted-by":"publisher","first-page":"797","DOI":"10.1108\/TR-02-2023-0085","volume":"79","author":"C Yu","year":"2024","unstructured":"Yu C, Zhang H, Lian T. Outdoor tourism: risk preference, information acquisition, and safety decisions. Tour Rev. 2024;79(4):797\u2013811. https:\/\/doi.org\/10.1108\/TR-02-2023-0085.","journal-title":"Tour Rev"},{"issue":"3","key":"278_CR22","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1017\/S1351324922000213","volume":"29","author":"CP Chai","year":"2023","unstructured":"Chai CP. Comparison of text preprocessing methods. Nat Lang Eng. 2023;29(3):509\u201353. https:\/\/doi.org\/10.1017\/S1351324922000213.","journal-title":"Nat Lang Eng"},{"issue":"4","key":"278_CR23","doi-asserted-by":"publisher","first-page":"4","DOI":"10.3390\/buildings14041085","volume":"14","author":"L Zhang","year":"2024","unstructured":"Zhang L, Sun Y, Li C, Li B. Promoting sustainable development in urban\u2013rural areas: a new approach for evaluating the policies of characteristic towns in China. Buildings. 2024;14(4):4. https:\/\/doi.org\/10.3390\/buildings14041085.","journal-title":"Buildings"},{"key":"278_CR24","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoinf.2024.102465","volume":"80","author":"Z Chen","year":"2024","unstructured":"Chen Z, Yang H, Lin Y, Xie J, Xie Y, Ding Z. Exploring the association between the built environment and positive sentiments of tourists in traditional villages in Fuzhou, China. Eco Inform. 2024;80: 102465. https:\/\/doi.org\/10.1016\/j.ecoinf.2024.102465.","journal-title":"Eco Inform"},{"key":"278_CR25","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1016\/j.tourman.2016.09.009","volume":"59","author":"Y Guo","year":"2017","unstructured":"Guo Y, Barnes SJ, Jia Q. Mining meaning from online ratings and reviews: tourist satisfaction analysis using latent dirichlet allocation. Tour Manage. 2017;59:467\u201383. https:\/\/doi.org\/10.1016\/j.tourman.2016.09.009.","journal-title":"Tour Manage"},{"key":"278_CR26","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/978-981-33-4673-4_27","volume-title":"Proceedings of International conference on trends in computational and cognitive engineering","author":"M Hasan","year":"2021","unstructured":"Hasan M, Rahman A, Karim MdR, Khan MdSI, Islam MdJ. Normalized approach to find optimal number of topics in latent dirichlet allocation (LDA). In: Kaiser MS, Bandyopadhyay A, Mahmud M, Ray K, editors. Proceedings of International conference on trends in computational and cognitive engineering. Singapore: Springer; 2021. p. 341\u201354. https:\/\/doi.org\/10.1007\/978-981-33-4673-4_27."},{"issue":"13","key":"278_CR27","doi-asserted-by":"publisher","first-page":"5645","DOI":"10.1016\/j.eswa.2015.02.055","volume":"42","author":"D O\u2019Callaghan","year":"2015","unstructured":"O\u2019Callaghan D, Greene D, Carthy J, Cunningham P. An analysis of the coherence of descriptors in topic modeling. Exp Syst Appl. 2015;42(13):5645\u201357. https:\/\/doi.org\/10.1016\/j.eswa.2015.02.055.","journal-title":"Exp Syst Appl"},{"issue":"2","key":"278_CR28","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1108\/JHTT-02-2020-0034","volume":"12","author":"S Bagherzadeh","year":"2021","unstructured":"Bagherzadeh S, Shokouhyar S, Jahani H, Sigala M. A generalizable sentiment analysis method for creating a hotel dictionary: using big data on TripAdvisor hotel reviews. J Hosp Tour Technol. 2021;12(2):210\u201338. https:\/\/doi.org\/10.1108\/JHTT-02-2020-0034.","journal-title":"J Hosp Tour Technol"},{"issue":"3","key":"278_CR29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2021.102516","volume":"58","author":"AM Shah","year":"2021","unstructured":"Shah AM, Yan X, Tariq S, Ali M. What patients like or dislike in physicians: analyzing drivers of patient satisfaction and dissatisfaction using a digital topic modeling approach. Inf Process Manage. 2021;58(3): 102516. https:\/\/doi.org\/10.1016\/j.ipm.2021.102516.","journal-title":"Inf Process Manage"},{"issue":"1","key":"278_CR30","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1016\/j.joi.2016.12.005","volume":"11","author":"J McLevey","year":"2017","unstructured":"McLevey J, McIlroy-Young R. Introducing metaknowledge: Software for computational research in information science, network analysis, and science of science\u2019. J Informetr. 2017;11(1):176\u201397. https:\/\/doi.org\/10.1016\/j.joi.2016.12.005.","journal-title":"J Informetr"},{"issue":"8","key":"278_CR31","doi-asserted-by":"publisher","first-page":"2457","DOI":"10.13052\/jwe1540-9589.20811","volume":"20","author":"M Zhang","year":"2021","unstructured":"Zhang M, Su H, Wen J. Analysis and mining of internet public opinion based on LDA subject classification. J Web Eng. 2021;20(8):2457\u201372. https:\/\/doi.org\/10.13052\/jwe1540-9589.20811.","journal-title":"J Web Eng"},{"issue":"5","key":"278_CR32","doi-asserted-by":"publisher","first-page":"1260","DOI":"10.1016\/j.ipm.2006.11.001","volume":"43","author":"L Rigouste","year":"2007","unstructured":"Rigouste L, Capp\u00e9 O, Yvon F. Inference and evaluation of the multinomial mixture model for text clustering. Inform Process Manag. 2007;43(5):1260\u201380. https:\/\/doi.org\/10.1016\/j.ipm.2006.11.001.","journal-title":"Inform Process Manag"},{"issue":"4","key":"278_CR33","doi-asserted-by":"publisher","first-page":"526","DOI":"10.1177\/0013916512436421","volume":"45","author":"KR Evenson","year":"2013","unstructured":"Evenson KR, Wen F, Golinelli D, Rodr\u00edguez DA, Cohen DA. Measurement properties of a park use questionnaire. Environ Behav. 2013;45(4):526\u201347. https:\/\/doi.org\/10.1177\/0013916512436421.","journal-title":"Environ Behav"},{"key":"278_CR34","doi-asserted-by":"publisher","DOI":"10.1016\/j.landurbplan.2022.104482","volume":"226","author":"L Kong","year":"2022","unstructured":"Kong L, Liu Z, Pan X, Wang Y, Guo X, Wu J. How do different types and landscape attributes of urban parks affect visitors\u2019 positive emotions? Landsc Urban Plan. 2022;226: 104482. https:\/\/doi.org\/10.1016\/j.landurbplan.2022.104482.","journal-title":"Landsc Urban Plan"},{"issue":"2","key":"278_CR35","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1016\/S0160-7383(01)00068-8","volume":"29","author":"J Deng","year":"2002","unstructured":"Deng J, King B, Bauer T. Evaluating natural attractions for tourism. Ann Tour Res. 2002;29(2):422\u201338. https:\/\/doi.org\/10.1016\/S0160-7383(01)00068-8.","journal-title":"Ann Tour Res"},{"key":"278_CR36","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1016\/j.envsci.2016.01.014","volume":"62","author":"LK Campbell","year":"2016","unstructured":"Campbell LK, Svendsen ES, Sonti NF, Johnson ML. A social assessment of urban parkland: analyzing park use and meaning to inform management and resilience planning. Environ Sci Policy. 2016;62:34\u201344. https:\/\/doi.org\/10.1016\/j.envsci.2016.01.014.","journal-title":"Environ Sci Policy"},{"issue":"3","key":"278_CR37","doi-asserted-by":"publisher","first-page":"651","DOI":"10.1016\/j.tourman.2006.02.006","volume":"28","author":"M Mehmetoglu","year":"2007","unstructured":"Mehmetoglu M. Typologising nature-based tourists by activity\u2014theoretical and practical implications. Tour Manag. 2007;28(3):651\u201360. https:\/\/doi.org\/10.1016\/j.tourman.2006.02.006.","journal-title":"Tour Manag"},{"issue":"4","key":"278_CR38","doi-asserted-by":"publisher","first-page":"480","DOI":"10.1007\/s13280-014-0508-9","volume":"43","author":"A Voigt","year":"2014","unstructured":"Voigt A, Kabisch N, Wurster D, Haase D, Breuste J. Structural diversity: a multi-dimensional approach to assess recreational services in urban parks. Ambio. 2014;43(4):480\u201391. https:\/\/doi.org\/10.1007\/s13280-014-0508-9.","journal-title":"Ambio"},{"issue":"5","key":"278_CR39","doi-asserted-by":"publisher","first-page":"5","DOI":"10.3390\/ijerph17051615","volume":"17","author":"J Zhu","year":"2020","unstructured":"Zhu J, et al. Vitality of urban parks and its influencing factors from the perspective of recreational service supply, demand, and spatial links. Int J Environ Res Public Health. 2020;17(5):5. https:\/\/doi.org\/10.3390\/ijerph17051615.","journal-title":"Int J Environ Res Public Health"},{"issue":"4","key":"278_CR40","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1080\/11745398.2011.639339","volume":"14","author":"J Tonge","year":"2011","unstructured":"Tonge J, Moore SA, Taplin R. Visitor satisfaction analysis as a tool for park managers: a review and case study. Ann Leis Res. 2011;14(4):289\u2013303. https:\/\/doi.org\/10.1080\/11745398.2011.639339.","journal-title":"Ann Leis Res"},{"issue":"2","key":"278_CR41","doi-asserted-by":"publisher","first-page":"2","DOI":"10.3390\/land6020027","volume":"6","author":"S Paul","year":"2017","unstructured":"Paul S, Nagendra H. Factors influencing perceptions and use of urban nature: surveys of park visitors in Delhi. Land. 2017;6(2):2. https:\/\/doi.org\/10.3390\/land6020027.","journal-title":"Land"},{"issue":"1","key":"278_CR42","doi-asserted-by":"publisher","first-page":"174","DOI":"10.1007\/s00267-011-9753-x","volume":"49","author":"N Lopez-Mosquera","year":"2012","unstructured":"Lopez-Mosquera N, Sanchez M. The role of satisfaction and emotional response in the choice mechanisms of suburban natural-areas users. Environ Manage. 2012;49(1):174\u201391. https:\/\/doi.org\/10.1007\/s00267-011-9753-x.","journal-title":"Environ Manage"},{"issue":"6","key":"278_CR43","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1007\/s10310-016-0543-4","volume":"21","author":"Y-C Wang","year":"2016","unstructured":"Wang Y-C, Lin J-C, Liu W-Y, Lin C-C, Ko S-H. Investigation of visitors\u2019 motivation, satisfaction and cognition on urban forest parks in taiwan. J For Res. 2016;21(6):261\u201370. https:\/\/doi.org\/10.1007\/s10310-016-0543-4.","journal-title":"J For Res"},{"key":"278_CR44","doi-asserted-by":"publisher","DOI":"10.1016\/j.jort.2021.100418","volume":"35","author":"A Gkoltsiou","year":"2021","unstructured":"Gkoltsiou A, Paraskevopoulou A. Landscape character assessment, perception surveys of stakeholders and SWOT analysis: a holistic approach to historical public park management. J Outdoor Recreat Tour. 2021;35: 100418. https:\/\/doi.org\/10.1016\/j.jort.2021.100418.","journal-title":"J Outdoor Recreat Tour"},{"issue":"2","key":"278_CR45","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1177\/004912417400300204","volume":"3","author":"ER Morrissey","year":"1974","unstructured":"Morrissey ER. Sources of error in the coding of questionnaire data. Sociol Methods Res. 1974;3(2):209\u201332. https:\/\/doi.org\/10.1177\/004912417400300204.","journal-title":"Sociol Methods Res"},{"issue":"10","key":"278_CR46","doi-asserted-by":"publisher","DOI":"10.3390\/e23101301","volume":"23","author":"J Gan","year":"2021","unstructured":"Gan J, Qi Y. Selection of the optimal number of topics for LDA topic model\u2014taking patent policy analysis as an example. Entropy. 2021;23(10): e10. https:\/\/doi.org\/10.3390\/e23101301.","journal-title":"Entropy"},{"key":"278_CR47","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.3460070","author":"Y Deng","year":"2021","unstructured":"Deng Y, Zheng J, Khern-am-nuai W, Kannan KN. \u2018More than the quantity: the value of editorial reviews for a UGC platform. SSRN J. 2021. https:\/\/doi.org\/10.2139\/ssrn.3460070.","journal-title":"SSRN J"},{"key":"278_CR48","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1016\/j.tourman.2018.03.009","volume":"68","author":"J Li","year":"2018","unstructured":"Li J, Xu L, Tang L, Wang S, Li L. Big data in tourism research: a literature review. Tour Manage. 2018;68:301\u201323. https:\/\/doi.org\/10.1016\/j.tourman.2018.03.009.","journal-title":"Tour Manage"}],"container-title":["Discover Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s44163-025-00278-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s44163-025-00278-w\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s44163-025-00278-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T06:19:52Z","timestamp":1746339592000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s44163-025-00278-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,4]]},"references-count":48,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2025,12]]}},"alternative-id":["278"],"URL":"https:\/\/doi.org\/10.1007\/s44163-025-00278-w","relation":{},"ISSN":["2731-0809"],"issn-type":[{"value":"2731-0809","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5,4]]},"assertion":[{"value":"15 November 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 April 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 May 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Not applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval and consent to participate"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for publication"}},{"value":"The authors declare no competing interests.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"43"}}