{"id":"https://openalex.org/W4399063116","doi":"https://doi.org/10.1007/s00521-024-09886-6","title":"Recent advances in applications of machine learning in reward crowdfunding success forecasting","display_name":"Recent advances in applications of machine learning in reward crowdfunding success forecasting","publication_year":2024,"publication_date":"2024-05-28","ids":{"openalex":"https://openalex.org/W4399063116","doi":"https://doi.org/10.1007/s00521-024-09886-6"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-09886-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09886-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084140678","display_name":"George D. C. Cavalcanti","orcid":"https://orcid.org/0000-0001-7714-2283"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"George D. C. Cavalcanti","raw_affiliation_strings":["Centro de Inform\u00e1tica (CIn), Universidade Federal de Pernambuco (UFPE), Av. Jornalista Anibal Fernandes s/n, Recife, 50740-560, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-7714-2283","affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica (CIn), Universidade Federal de Pernambuco (UFPE), Av. Jornalista Anibal Fernandes s/n, Recife, 50740-560, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028623797","display_name":"Wesley Mendes\u2010Da\u2010Silva","orcid":"https://orcid.org/0000-0002-5500-4872"},"institutions":[{"id":"https://openalex.org/I44202434","display_name":"Funda\u00e7\u00e3o Getulio Vargas","ror":"https://ror.org/01evzkn27","country_code":"BR","type":"education","lineage":["https://openalex.org/I44202434"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wesley Mendes-Da-Silva","raw_affiliation_strings":["Sao Paulo School of Business Administration of The Funda\u00e7\u00e3o Getulio Vargas (FGV EAESP), S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sao Paulo School of Business Administration of The Funda\u00e7\u00e3o Getulio Vargas (FGV EAESP), S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I44202434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089546085","display_name":"Israel Jos\u00e9 dos Santos Felipe","orcid":"https://orcid.org/0000-0001-8608-0029"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Israel Jos\u00e9 dos Santos Felipe","raw_affiliation_strings":["Federal University of Rio Grande do Norte (UFRN), Natal, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Rio Grande do Norte (UFRN), Natal, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104314523","display_name":"Leonardo A. Santos","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo A. Santos","raw_affiliation_strings":["Centro de Inform\u00e1tica (CIn), Universidade Federal de Pernambuco (UFPE), Av. Jornalista Anibal Fernandes s/n, Recife, 50740-560, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica (CIn), Universidade Federal de Pernambuco (UFPE), Av. Jornalista Anibal Fernandes s/n, Recife, 50740-560, Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084140678"],"corresponding_institution_ids":["https://openalex.org/I25112270"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.0241,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88718898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10987","display_name":"Microfinance and Financial Inclusion","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44777533411979675},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.370262086391449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3402552306652069},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3266908526420593}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44777533411979675},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.370262086391449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3402552306652069},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3266908526420593}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-09886-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09886-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":93,"referenced_works":["https://openalex.org/W92932389","https://openalex.org/W216178490","https://openalex.org/W271311690","https://openalex.org/W1534477342","https://openalex.org/W1964487809","https://openalex.org/W1970405345","https://openalex.org/W1988844742","https://openalex.org/W2016375676","https://openalex.org/W2038705219","https://openalex.org/W2059507040","https://openalex.org/W2060164253","https://openalex.org/W2098154993","https://openalex.org/W2104198805","https://openalex.org/W2113242816","https://openalex.org/W2142981700","https://openalex.org/W2145940431","https://openalex.org/W2154478757","https://openalex.org/W2158275940","https://openalex.org/W2160767978","https://openalex.org/W2167917621","https://openalex.org/W2219244669","https://openalex.org/W2260533700","https://openalex.org/W2269427187","https://openalex.org/W2278789676","https://openalex.org/W2510492329","https://openalex.org/W2516821356","https://openalex.org/W2518350808","https://openalex.org/W2542632482","https://openalex.org/W2553469637","https://openalex.org/W2557721229","https://openalex.org/W2560297938","https://openalex.org/W2562494278","https://openalex.org/W2566957787","https://openalex.org/W2568284083","https://openalex.org/W2583534479","https://openalex.org/W2734997742","https://openalex.org/W2754591324","https://openalex.org/W2755371172","https://openalex.org/W2767268216","https://openalex.org/W2781362114","https://openalex.org/W2799460056","https://openalex.org/W2808910698","https://openalex.org/W2809580643","https://openalex.org/W2885260234","https://openalex.org/W2889990775","https://openalex.org/W2897396702","https://openalex.org/W2904399816","https://openalex.org/W2921323350","https://openalex.org/W2933572629","https://openalex.org/W2936602290","https://openalex.org/W2949694084","https://openalex.org/W2949784703","https://openalex.org/W2956407285","https://openalex.org/W2966216774","https://openalex.org/W2996713777","https://openalex.org/W2999615587","https://openalex.org/W3009803536","https://openalex.org/W3016041395","https://openalex.org/W3022298391","https://openalex.org/W3031783536","https://openalex.org/W3034217449","https://openalex.org/W3035599758","https://openalex.org/W3042981023","https://openalex.org/W3043776190","https://openalex.org/W3088887450","https://openalex.org/W3093890768","https://openalex.org/W3113661970","https://openalex.org/W3115515987","https://openalex.org/W3116685013","https://openalex.org/W3118594205","https://openalex.org/W3120774838","https://openalex.org/W3121716941","https://openalex.org/W3122758652","https://openalex.org/W3122944446","https://openalex.org/W3123680844","https://openalex.org/W3124174211","https://openalex.org/W3125005799","https://openalex.org/W3125393355","https://openalex.org/W3125952890","https://openalex.org/W3127184532","https://openalex.org/W3157274116","https://openalex.org/W3169917967","https://openalex.org/W3171632632","https://openalex.org/W3199906733","https://openalex.org/W3211148414","https://openalex.org/W3215293089","https://openalex.org/W4212883601","https://openalex.org/W4223924503","https://openalex.org/W4224011603","https://openalex.org/W4233620411","https://openalex.org/W4247570858","https://openalex.org/W4248018214","https://openalex.org/W6722226382"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}