{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T12:12:16Z","timestamp":1773317536634,"version":"3.50.1"},"reference-count":70,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2021,3,23]],"date-time":"2021-03-23T00:00:00Z","timestamp":1616457600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2021,3,23]],"date-time":"2021-03-23T00:00:00Z","timestamp":1616457600000},"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":["J Ambient Intell Human Comput"],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1007\/s12652-021-03146-4","type":"journal-article","created":{"date-parts":[[2021,3,23]],"date-time":"2021-03-23T17:02:34Z","timestamp":1616518954000},"page":"3083-3101","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["The key successful factors of video and mobile game crowdfunding projects using a lexicon-based feature selection approach"],"prefix":"10.1007","volume":"13","author":[{"given":"Mu-Yen","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jing-Rong","family":"Chang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2967-9956","authenticated-orcid":false,"given":"Long-Sheng","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"En-Li","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,3,23]]},"reference":[{"issue":"4","key":"3146_CR1","doi-asserted-by":"publisher","first-page":"e03744","DOI":"10.1016\/j.heliyon.2020.e03744","volume":"6","author":"C Borrero-Dominguez","year":"2020","unstructured":"Borrero-Dominguez C, Cordon-Lagares E, Hernandez-Garrido R (2020) Analysis of success factors in crowdfunding projects based on rewards: a way to obtain financing for socially committed projects. Heliyon 6(4):e03744","journal-title":"Heliyon"},{"key":"3146_CR2","unstructured":"Bretschneider U, Knaub K, Wieck E (2014) Motivations for crowdfunding: what drives the crowd to invest in start-ups?. In: Twenty second European conference on information systems (ECIS) Tel Aviv, 9\u201311 June"},{"issue":"14","key":"3146_CR3","doi-asserted-by":"publisher","first-page":"1303","DOI":"10.1080\/10447318.2018.1519167","volume":"35","author":"B Caci","year":"2018","unstructured":"Caci B, Scrima F, Tabacchi ME, Cardaci M (2018) The reciprocal influences among motivation, personality traits, and game habits for playing Pok\u00e9mon GO. Int J Hum Comput Interact 35(14):1303\u20131311","journal-title":"Int J Hum Comput Interact"},{"key":"3146_CR4","first-page":"136","volume":"155","author":"DY-C Chan","year":"2017","unstructured":"Chan DY-C, Xing Z-L, Zhang Z-H (2017) Antecedents of loyalty in mobile social network games. Adv Soc Sci Educ Hum Res 155:136\u2013140","journal-title":"Adv Soc Sci Educ Hum Res"},{"issue":"7","key":"3146_CR5","doi-asserted-by":"publisher","first-page":"146588","DOI":"10.1109\/ACCESS.2019.2946168","volume":"7","author":"J-R Chang","year":"2019","unstructured":"Chang J-R, Chen M-Y, Chen L-S, Tseng S-C (2019) Why customers don\u2019t revisit in tourism and hospitality industry? IEEE Access 7(7):146588\u2013146606","journal-title":"IEEE Access"},{"key":"3146_CR6","doi-asserted-by":"publisher","first-page":"7907","DOI":"10.1007\/s00500-019-04019-x","volume":"24","author":"J-R Chang","year":"2020","unstructured":"Chang J-R, Chen M-Y, Chen L-S, Chien W-T (2020) Recognizng important factors of influencing trust in O2O models: an example of OpenTable. Soft Comput 24:7907\u20137923","journal-title":"Soft Comput"},{"issue":"11","key":"3146_CR7","doi-asserted-by":"publisher","first-page":"1189","DOI":"10.1080\/14783363.2010.529347","volume":"21","author":"L-S Chen","year":"2010","unstructured":"Chen L-S, Liu C-H, Hsu C-C, Lin C-S (2010) C-Kano model: a new approach for discovering attractive quality elements. Total Qual Manag Bus Excell 21(11):1189\u20131214","journal-title":"Total Qual Manag Bus Excell"},{"key":"3146_CR8","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-015-0333-0","author":"L-S Chen","year":"2015","unstructured":"Chen L-S, Lin Z-C, Chang J-R (2015) FIR: an effective scheme for extracting useful metadata from social media. J Med Syst. https:\/\/doi.org\/10.1007\/s10916-015-0333-0","journal-title":"J Med Syst"},{"issue":"1","key":"3146_CR9","doi-asserted-by":"publisher","first-page":"268","DOI":"10.3390\/su13010268","volume":"13","author":"W-K Chen","year":"2021","unstructured":"Chen W-K, Riantama D, Chen L-S (2021) Using a text mining approach to hear voices of customers from social media toward the fast-food restaurant industry. Sustainability 13(1):268","journal-title":"Sustainability"},{"issue":"1","key":"3146_CR10","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1111\/etap.12139","volume":"39","author":"M Cholakova","year":"2015","unstructured":"Cholakova M, Clarysse B (2015) Does the possibility to make equity investments in crowdfunding project crowd out reward-based investment? Entrep Theory Pract 39(1):145\u2013172","journal-title":"Entrep Theory Pract"},{"issue":"10","key":"3146_CR11","first-page":"56","volume":"95","author":"D Colgren","year":"2014","unstructured":"Colgren D (2014) The rise of crowdfunding: social media, big data, cloud technologies. Strat Financ 95(10):56\u201357","journal-title":"Strat Financ"},{"issue":"3","key":"3146_CR12","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1007\/BF00994018","volume":"20","author":"C Cortes","year":"1995","unstructured":"Cortes C, Vapnik V (1995) Support-vector networks. Mach Learn 20(3):273\u2013297","journal-title":"Mach Learn"},{"issue":"540","key":"3146_CR13","doi-asserted-by":"publisher","first-page":"1494","DOI":"10.1111\/j.1468-0297.2009.02270.x","volume":"119","author":"A Cosh","year":"2009","unstructured":"Cosh A, Cumming D, Hughes A (2009) Outside entrepreneurial capital. Econ J 119(540):1494\u20131533","journal-title":"Econ J"},{"issue":"2","key":"3146_CR14","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1111\/kykl.12167","volume":"71","author":"J Cox","year":"2018","unstructured":"Cox J, Nguyen T, Kang SM (2018) The kindness of strangers? An investigation into the interaction of funder motivations in online crowdfunding campaigns. Kyklos 71(2):187\u2013212","journal-title":"Kyklos"},{"key":"3146_CR15","first-page":"1","volume":"16","author":"DJ Cumming","year":"2020","unstructured":"Cumming DJ, Hornuf L, Karami M, Schweizer D (2020) Disentangling crowdfunding from fraudfunding. Max Planck Inst Innov Compet Res 16:1\u201386","journal-title":"Max Planck Inst Innov Compet Res"},{"issue":"3","key":"3146_CR16","doi-asserted-by":"publisher","first-page":"131","DOI":"10.3233\/IDA-1997-1302","volume":"1","author":"M Dash","year":"1997","unstructured":"Dash M, Liu H (1997) Feature selection for classification. Intell Data Anal 1(3):131\u2013156","journal-title":"Intell Data Anal"},{"key":"3146_CR17","doi-asserted-by":"crossref","unstructured":"Devi SG, Sabrigiriraj M (2018) Feature selection, online feature selection techniques for big data classification: a review. In: 2018 International conference on current trends toward converging technologies, p 18637371","DOI":"10.1109\/ICCTCT.2018.8550928"},{"key":"3146_CR18","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/j.ijmedinf.2019.02.008","volume":"125","author":"C Dreisbach","year":"2019","unstructured":"Dreisbach C, Koleck TA, Bourne PE, Bakken S (2019) A systematic review of natural language processing and text mining of symptoms from electronic patient-authored text data. Int J Med Inform 125:37\u201346","journal-title":"Int J Med Inform"},{"key":"3146_CR19","unstructured":"Du Q, Qiao Z, Fan W, Zhou M, Zhang X, Wang AG (2015) Money talks: a predictive model on crowdfunding success using project description. In: Twenty-first Americas conference on information systems, Puerto Rico, pp 1\u20138"},{"issue":"2","key":"3146_CR20","doi-asserted-by":"publisher","first-page":"599","DOI":"10.3390\/su12020599","volume":"12","author":"A Fernandez-Blanco","year":"2020","unstructured":"Fernandez-Blanco A, Villanueva-Balsera J, Rodriguez-Montequin V, Moran-Palacios H (2020) Key factors for project crowdfunding success: an empirical study. Sustainability 12(2):599","journal-title":"Sustainability"},{"issue":"8","key":"3146_CR21","doi-asserted-by":"publisher","first-page":"1400","DOI":"10.1038\/sj.leu.2404270","volume":"20","author":"O Frank","year":"2006","unstructured":"Frank O, Brors B, Fabarius A, Li L, Haak M, Merk S, Schwindel U, Zheng C, M\u00fcller MC, Gretz N, Hehlmann R, Hochhaus A, Seifarth W (2006) Gene expression signature of primary imatinib-resistant chronic myeloid leukemia patients. Leukemia 20(8):1400\u20131407","journal-title":"Leukemia"},{"key":"3146_CR22","doi-asserted-by":"publisher","first-page":"332","DOI":"10.1016\/j.procs.2019.06.048","volume":"154","author":"D Gamal","year":"2019","unstructured":"Gamal D, Alfonse M, El-Horbaty E-SM, Salem A-BM (2019) Implementation of machine learning algorithms in Arabic sentiment analysis using N-Gram features. Proced Comput Sci 154:332\u2013340","journal-title":"Proced Comput Sci"},{"key":"3146_CR23","unstructured":"Gerber EM, Hui JS, Kuo PY (2012) Crowdfunding: why people are motivated to post and fund projects on crowdfunding platforms. In: Proceedings of the international workshop on design, influence, and social technologies: techniques, impacts and ethics"},{"issue":"15","key":"3146_CR24","doi-asserted-by":"publisher","first-page":"400","DOI":"10.1016\/j.ifacol.2019.11.708","volume":"52","author":"J Guenther","year":"2019","unstructured":"Guenther J, Sawodny O (2019) Feature selection for thermal comfort modeling based on constrained LASSO regression. IFAC Pap OnLine 52(15):400\u2013405","journal-title":"IFAC Pap OnLine"},{"key":"3146_CR25","first-page":"27","volume":"2013","author":"J Hollas","year":"2013","unstructured":"Hollas J (2013) Is crowdfunding now a threat to traditional finance? Corp Financ Rev 2013:27\u201331","journal-title":"Corp Financ Rev"},{"key":"3146_CR26","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1016\/j.elerap.2016.01.001","volume":"16","author":"K-L Hsiao","year":"2016","unstructured":"Hsiao K-L, Chen C-C (2016) What drives in-app purchase intention for mobile games? An examination of perceived values and loyalty. Electron Commer Res Appl 16:18\u201329","journal-title":"Electron Commer Res Appl"},{"key":"3146_CR27","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1016\/j.elerap.2017.09.002","volume":"25","author":"T Kim","year":"2017","unstructured":"Kim T, Por MH, Yang S-B (2017) Winning the crowd in online fundraising platforms: the roles of founder and project features. Electron Commer Res Appl 25:86\u201394","journal-title":"Electron Commer Res Appl"},{"key":"3146_CR28","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1016\/j.procs.2019.08.045","volume":"155","author":"P Krammer","year":"2019","unstructured":"Krammer P, Habala O, Mojzis J, Hluchy L, Jurkovic M (2019) Anomaly detection method for online discussion. Proced Comput Sci 155:311\u2013318","journal-title":"Proced Comput Sci"},{"key":"3146_CR29","doi-asserted-by":"publisher","DOI":"10.31274\/susfashion.11459","author":"TH Kwon","year":"2020","unstructured":"Kwon TH, Zaman M, Song S, Kim Y (2020) Profiling thrift store shoppers with a decision tree predictive model. Sustain Fash. https:\/\/doi.org\/10.31274\/susfashion.11459","journal-title":"Sustain Fash"},{"key":"3146_CR30","doi-asserted-by":"publisher","first-page":"318","DOI":"10.1016\/j.jbusres.2018.05.031","volume":"90","author":"C Lagazio","year":"2018","unstructured":"Lagazio C, Querci F (2018) Exploring the multi-sided nature of crowdfunding campaign success. J Bus Res 90:318\u2013324","journal-title":"J Bus Res"},{"key":"3146_CR31","unstructured":"Lax A (2017) Success factors of game industry crowdfunding campaigns. Master\u2019s thesis, Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, pp 1\u201363"},{"key":"3146_CR32","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1016\/j.procs.2018.10.226","volume":"139","author":"H Li","year":"2018","unstructured":"Li H, Chen X, Zhang Y, Hai M, Hu H (2018) A new factor in the effect of crowdfunding projects. Proced Comput Sci 139:114\u2013119","journal-title":"Proced Comput Sci"},{"issue":"2","key":"3146_CR33","doi-asserted-by":"publisher","first-page":"650","DOI":"10.3390\/su12020650","volume":"12","author":"X Liang","year":"2020","unstructured":"Liang X, Hu X, Jiang J (2020) Research on the effects of information description on crowdfunding success within a sustainable economy\u2014the perspective of information communication. Sustainability 12(2):650","journal-title":"Sustainability"},{"key":"3146_CR34","doi-asserted-by":"crossref","unstructured":"Liu W, Zhai J, Ding H, He X (2017) The research of algorithm for protein subcellular localization prediction based on SVM-RFE. In: 2017 10th International congress on image and signal processing, BioMedical Engineering and Informatics (CISP-BMEI), IEEE, pp 1\u20136","DOI":"10.1109\/CISP-BMEI.2017.8302289"},{"key":"3146_CR35","doi-asserted-by":"publisher","first-page":"104028","DOI":"10.1016\/j.tourman.2019.104028","volume":"77","author":"SMC Loureiro","year":"2020","unstructured":"Loureiro SMC, Guerreiro J, Ali F (2020) 20 years of research on virtual reality and augmented reality in tourism context: a text-mining approach. Tour Manag 77:104028","journal-title":"Tour Manag"},{"key":"3146_CR36","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.patcog.2015.10.014","volume":"52","author":"L Ma","year":"2016","unstructured":"Ma L, Destercke S, Wang Y (2016) Online active learning of decision trees with evidential data. Pattern Recogn 52:33\u201345","journal-title":"Pattern Recogn"},{"issue":"9","key":"3146_CR37","doi-asserted-by":"publisher","first-page":"2652","DOI":"10.3390\/nu12092652","volume":"12","author":"AJ McEligot","year":"2020","unstructured":"McEligot AJ, Poynor V, Sharma R, Panangadan A (2020) Logistic LASSO regression for dietary intakes and breast cancer. Nutrients 12(9):2652","journal-title":"Nutrients"},{"issue":"2","key":"3146_CR38","first-page":"155","volume":"5","author":"M Meyskens","year":"2015","unstructured":"Meyskens M, Bird L (2015) Crowdfunding and value creation. Entrep Res J 5(2):155\u2013166","journal-title":"Entrep Res J"},{"key":"3146_CR39","volume-title":"Practical text mining and statistical analysis for non-structured text data applications","author":"G Miner","year":"2012","unstructured":"Miner G, Dursun D, John E, Andrew F, Thomas H, Robert AN (2012) Practical text mining and statistical analysis for non-structured text data applications. Elsevier, Waltham"},{"issue":"1","key":"3146_CR40","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jbusvent.2013.06.005","volume":"29","author":"E Mollick","year":"2014","unstructured":"Mollick E (2014) The dynamics of crowdfunding: an exploratory study. J Bus Ventur 29(1):1\u201316","journal-title":"J Bus Ventur"},{"issue":"2","key":"3146_CR41","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1525\/cmr.2016.58.2.72","volume":"58","author":"E Mollick","year":"2016","unstructured":"Mollick E, Robb A (2016) Democratizing innovation and capital access: the role of crowdfunding. Calif Manag Rev 58(2):72\u201387","journal-title":"Calif Manag Rev"},{"key":"3146_CR42","doi-asserted-by":"publisher","first-page":"109542","DOI":"10.1016\/j.rser.2019.109542","volume":"119","author":"M Namazkhan","year":"2020","unstructured":"Namazkhan M, Albers C, Steg L (2020) A decision tree method for explaining household gas consumption: the role of building characteristics, socio-demographic variables, psychological factors and household behavior. Renew Sustain Energy Rev 119:109542","journal-title":"Renew Sustain Energy Rev"},{"key":"3146_CR43","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1016\/j.patcog.2016.05.018","volume":"60","author":"S Paul","year":"2016","unstructured":"Paul S, Magdon-Ismail M, Drineas P (2016) Feature selection for linear SVM with provable guarantees. Pattern Recogn 60:205\u2013214","journal-title":"Pattern Recogn"},{"key":"3146_CR44","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1016\/j.techfore.2018.10.002","volume":"141","author":"AM Petruzzelli","year":"2019","unstructured":"Petruzzelli AM, Natalicchio A, Panniello U, Roma P (2019) Understanding the crowdfunding phenomenon and its implications for sustainability. Technol Forecast Soc Chang 141:138\u2013148","journal-title":"Technol Forecast Soc Chang"},{"issue":"7\u20138","key":"3146_CR45","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1002\/jsc.852","volume":"18","author":"V Ramadani","year":"2009","unstructured":"Ramadani V (2009) Business angels: who they really are. Strat Change 18(7\u20138):249\u2013258","journal-title":"Strat Change"},{"key":"3146_CR46","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2020.2990149","author":"E Schmidt","year":"2020","unstructured":"Schmidt E, Gatsis N, Akopian D (2020) A GPS spoofing detection and classification correlator-based technique using the LASSO. IEEE Trans Aerosp Electron Syst. https:\/\/doi.org\/10.1109\/TAES.2020.2990149","journal-title":"IEEE Trans Aerosp Electron Syst"},{"key":"3146_CR47","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/j.ijhm.2014.12.007","volume":"48","author":"M Schuckert","year":"2015","unstructured":"Schuckert M, Liu X, Law R (2015) A Segmentation of online reviews by language groups: how English and non-English speakers rate hotels differently. Int J Hosp Manag 48:143\u2013149","journal-title":"Int J Hosp Manag"},{"key":"3146_CR48","first-page":"1","volume":"10","author":"A Schwienbacher","year":"2010","unstructured":"Schwienbacher A, Larralde B (2010) Crowdfunding of small entrepreneurial ventures. SSRN Electron J 10:1\u201323","journal-title":"SSRN Electron J"},{"key":"3146_CR49","doi-asserted-by":"publisher","first-page":"330","DOI":"10.1016\/j.rser.2016.11.155","volume":"70","author":"Z Shao","year":"2017","unstructured":"Shao Z, Yang S, Gao F, Zhou K, Lin P (2017) A new electricity price prediction strategy using mutual information-based SVM-RFE classification. Renew Sustain Energy Rev 70:330\u2013341","journal-title":"Renew Sustain Energy Rev"},{"key":"3146_CR50","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1016\/j.jbusres.2019.06.013","volume":"103","author":"R Shneor","year":"2019","unstructured":"Shneor R, Munim ZH (2019) Reward crowdfunding contribution as planned behaviour: an extended framework. J Bus Res 103:56\u201370","journal-title":"J Bus Res"},{"issue":"2","key":"3146_CR51","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1111\/etap.12270","volume":"41","author":"JC Short","year":"2017","unstructured":"Short JC, Ketchen DJ, Mckenny AF, Allison TH, Ireland RD (2017) Research on crowdfunding: reviewing the (very recent) past and celebrating the present. Entrep Theory Pract 41(2):149\u2013160","journal-title":"Entrep Theory Pract"},{"issue":"2","key":"3146_CR52","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1177\/1461444814558910","volume":"17","author":"AN Smith","year":"2015","unstructured":"Smith AN (2015) The backer\u2013developer connection: exploring crowdfunding\u2019s influence on video game production. New Media Soc 17(2):198\u2013214","journal-title":"New Media Soc"},{"key":"3146_CR53","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1016\/j.patcog.2015.08.014","volume":"50","author":"HK Sok","year":"2016","unstructured":"Sok HK, Ooi MPL, Kuang YC, Demidenko S (2016) Multivariate alternating decision trees. Pattern Recogn 50:195\u2013209","journal-title":"Pattern Recogn"},{"issue":"6","key":"3146_CR54","doi-asserted-by":"publisher","first-page":"786","DOI":"10.1016\/j.im.2016.11.005","volume":"54","author":"GM Thomaz","year":"2017","unstructured":"Thomaz GM, Biz AA, Bettoni EM, Mendes-Filho L, Buhalis D (2017) Content mining framework in social media: a FIFA World Cup 2014 case analysis. Inf Manag 54(6):786\u2013801","journal-title":"Inf Manag"},{"issue":"1","key":"3146_CR500","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"R Tibshirani","year":"1996","unstructured":"Tibshirani R (1996) Regression shrinkage and selection via the lasso. J R Stat Soc. Ser B (Method) 58(1):267-288","journal-title":"J R Stat Soc. Ser B (Method)"},{"issue":"1","key":"3146_CR55","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1007\/s11187-008-9150-x","volume":"35","author":"TR Vanacker","year":"2010","unstructured":"Vanacker TR, Manigart S (2010) Pecking order and debt capacity considerations for high-growth companies seeking financing. Small Bus Econ 35(1):53\u201369","journal-title":"Small Bus Econ"},{"key":"3146_CR56","doi-asserted-by":"publisher","first-page":"428","DOI":"10.1016\/j.procs.2019.09.197","volume":"159","author":"B Vijayakumar","year":"2019","unstructured":"Vijayakumar B, Muhammad Fuad MM (2019) A new method to identify short-text authors using combinations of machine learning and natural language processing techniques. Proced Comput Sci 159:428\u2013436","journal-title":"Proced Comput Sci"},{"issue":"5","key":"3146_CR57","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1049\/iet-sen.2016.0295","volume":"11","author":"W Wang","year":"2017","unstructured":"Wang W, Zhu K, Wang H, Wu Y-CJ (2017) The impact of sentiment orientations on successful crowdfunding campaigns through text analytics. IET Softw 11(5):229\u2013238","journal-title":"IET Softw"},{"key":"3146_CR501","doi-asserted-by":"publisher","first-page":"817","DOI":"10.1016\/j.trd.2017.09.014","volume":"65","author":"S Wang","year":"2018","unstructured":"Wang S, Ji B, Zhao J, Liu W, Xu T (2018) Predicting ship fuel consumption based on LASSO regression. Transp Res D: Transp Environ 65:817-824","journal-title":"Transp Res D: Transp Environ"},{"key":"3146_CR58","doi-asserted-by":"publisher","first-page":"118030","DOI":"10.1109\/ACCESS.2019.2936639","volume":"7","author":"C Wang","year":"2019","unstructured":"Wang C, Xiao Z, Wang B, Wu J (2019) Identification of autism based on SVM-RFE and stacked sparse auto-encoder. IEEE Access 7:118030\u2013118036","journal-title":"IEEE Access"},{"key":"3146_CR59","unstructured":"Witten IH, Frank E, Hall MA (2011) Data mining: practical machine learning tools and techniques. In: A volume in The Morgan Kaufmann series in data management systems"},{"issue":"2","key":"3146_CR60","doi-asserted-by":"publisher","first-page":"915","DOI":"10.1016\/j.jbusres.2015.06.040","volume":"69","author":"B Xu","year":"2016","unstructured":"Xu B, Zheng H, Xu Y, Wang T (2016) Configurational paths to sponsor satisfaction in crowdfunding. J Bus Res 69(2):915\u2013927","journal-title":"J Bus Res"},{"key":"3146_CR61","doi-asserted-by":"publisher","unstructured":"Yang FJ (2019) An extended idea about decision trees. In: 2019 International conference on computational science and computational intelligence. https:\/\/doi.org\/10.1109\/CSCI49370.2019.00068","DOI":"10.1109\/CSCI49370.2019.00068"},{"issue":"1","key":"3146_CR62","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1016\/j.ejor.2019.07.016","volume":"280","author":"Y Yang","year":"2020","unstructured":"Yang Y, Bi C, Liu L (2020) Profit allocation in investment-based crowdfunding with investors of dynamic entry times. Eur J Oper Res 280(1):323\u2013337","journal-title":"Eur J Oper Res"},{"key":"3146_CR63","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1016\/j.technovation.2018.05.001","volume":"84","author":"H Zhang","year":"2019","unstructured":"Zhang H, Chen W (2019) Crowdfunding technological innovations: interaction between consumer benefits and rewards. Technovation 84:11\u201320","journal-title":"Technovation"},{"key":"3146_CR64","doi-asserted-by":"crossref","unstructured":"Zhao F, Fang X (2009) Factors affecting online game players\u2019 loyalty. In: International conference on internationalization, design and global development, pp 197\u2013206","DOI":"10.1007\/978-3-642-02767-3_22"},{"key":"3146_CR65","doi-asserted-by":"crossref","unstructured":"Zhao J, Zhang C, Yao F (2020) Efficient selection of visual features in automatic image retrieval. In: 2020 12th International conference on measuring technology and mechatronics automation, pp 361\u2013365","DOI":"10.1109\/ICMTMA50254.2020.00086"},{"key":"3146_CR66","doi-asserted-by":"publisher","first-page":"101152","DOI":"10.1016\/j.aei.2020.101152","volume":"46","author":"B Zhong","year":"2020","unstructured":"Zhong B, Pan X, Love PED, Sun J, Tao C (2020) Hazard analysis: a deep learning and text mining framework for accident prevention. Adv Eng Inform 46:101152","journal-title":"Adv Eng Inform"},{"issue":"2","key":"3146_CR67","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1007\/s10796-016-9723-1","volume":"20","author":"MJ Zhou","year":"2018","unstructured":"Zhou MJ, Lu B, Fan WP, Wang GA (2018) Project description and crowdfunding success: an exploratory study. Inf Syst Front 20(2):259\u2013274","journal-title":"Inf Syst Front"},{"key":"3146_CR68","volume-title":"Expanding horizons: the 3rd European alternative finance industry report","author":"T Ziegler","year":"2018","unstructured":"Ziegler T, Shneor R, Garvey K, Wenzlaff K, Yerolemou N, Zhang B, Hao R (2018) Expanding horizons: the 3rd European alternative finance industry report. Cambridge Centre for Alternative Finance, UK"}],"container-title":["Journal of Ambient Intelligence and Humanized Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-021-03146-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12652-021-03146-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-021-03146-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T07:27:52Z","timestamp":1744183672000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12652-021-03146-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,3,23]]},"references-count":70,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2022,6]]}},"alternative-id":["3146"],"URL":"https:\/\/doi.org\/10.1007\/s12652-021-03146-4","relation":{},"ISSN":["1868-5137","1868-5145"],"issn-type":[{"value":"1868-5137","type":"print"},{"value":"1868-5145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,3,23]]},"assertion":[{"value":"27 October 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 March 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 March 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}