{"id":"https://openalex.org/W4315795781","doi":"https://doi.org/10.3390/a16010051","title":"Discovering Critical Factors in the Content of Crowdfunding Projects","display_name":"Discovering Critical Factors in the Content of Crowdfunding Projects","publication_year":2023,"publication_date":"2023-01-12","ids":{"openalex":"https://openalex.org/W4315795781","doi":"https://doi.org/10.3390/a16010051"},"language":"en","primary_location":{"id":"doi:10.3390/a16010051","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16010051","pdf_url":"https://www.mdpi.com/1999-4893/16/1/51/pdf?version=1673487369","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/16/1/51/pdf?version=1673487369","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075502992","display_name":"Kai-Fu Yang","orcid":"https://orcid.org/0009-0006-3303-222X"},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kai-Fu Yang","raw_affiliation_strings":["Department of Applied English, Chaoyang University of Technology, Taichung City 413310, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied English, Chaoyang University of Technology, Taichung City 413310, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048120880","display_name":"Yi-Ru Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Ru Lin","raw_affiliation_strings":["Department of Information Management, Chaoyang University of Technology, Taichung City 413310, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, Chaoyang University of Technology, Taichung City 413310, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036428808","display_name":"Long\u2010Sheng Chen","orcid":"https://orcid.org/0000-0002-2967-9956"},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Long-Sheng Chen","raw_affiliation_strings":["Department of Information Management, Chaoyang University of Technology, Taichung City 413310, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-2967-9956","affiliations":[{"raw_affiliation_string":"Department of Information Management, Chaoyang University of Technology, Taichung City 413310, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036428808"],"corresponding_institution_ids":["https://openalex.org/I126145234"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.61,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70777614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"16","issue":"1","first_page":"51","last_page":"51"},"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":0.9904000163078308,"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":0.9879999756813049,"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":0.6330428123474121},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6005240082740784},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5668160319328308},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5134838223457336},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5130444765090942},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5046828985214233},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.44289085268974304},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.42884135246276855},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3652649521827698},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3540325462818146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15578091144561768},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11386197805404663}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6330428123474121},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6005240082740784},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5668160319328308},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5134838223457336},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5130444765090942},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5046828985214233},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.44289085268974304},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42884135246276855},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3652649521827698},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3540325462818146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15578091144561768},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11386197805404663},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a16010051","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16010051","pdf_url":"https://www.mdpi.com/1999-4893/16/1/51/pdf?version=1673487369","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4dfe96cdf9e74e569f81b63fa22b958b","is_oa":true,"landing_page_url":"https://doaj.org/article/4dfe96cdf9e74e569f81b63fa22b958b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 16, Iss 1, p 51 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/16/1/51/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/a16010051","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms; Volume 16; Issue 1; Pages: 51","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a16010051","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16010051","pdf_url":"https://www.mdpi.com/1999-4893/16/1/51/pdf?version=1673487369","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4315795781.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W568438413","https://openalex.org/W1150511524","https://openalex.org/W2068203989","https://openalex.org/W2154504153","https://openalex.org/W2538405680","https://openalex.org/W2557405743","https://openalex.org/W2754591324","https://openalex.org/W2805511408","https://openalex.org/W2891595124","https://openalex.org/W2899750879","https://openalex.org/W2917157846","https://openalex.org/W2943799377","https://openalex.org/W2950450100","https://openalex.org/W2979332809","https://openalex.org/W2985878620","https://openalex.org/W3000870501","https://openalex.org/W3006886473","https://openalex.org/W3082656268","https://openalex.org/W3121545263","https://openalex.org/W3122349284","https://openalex.org/W3133941285","https://openalex.org/W3139531926","https://openalex.org/W3144658597","https://openalex.org/W3155552745","https://openalex.org/W3176079269","https://openalex.org/W3178811127","https://openalex.org/W3180164156","https://openalex.org/W3180185210","https://openalex.org/W3196570060","https://openalex.org/W3201194182","https://openalex.org/W3201665898","https://openalex.org/W3213539450","https://openalex.org/W3213710705","https://openalex.org/W3215718080","https://openalex.org/W4210608729","https://openalex.org/W4220978904","https://openalex.org/W4221128056","https://openalex.org/W4226182728","https://openalex.org/W4285007828","https://openalex.org/W4297538181","https://openalex.org/W4311436946"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3089396779","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989"],"abstract_inverted_index":{"Crowdfunding":[0],"can":[1,97],"simplify":[2],"the":[3,19,64,78,82,93,99,106,112,163],"financing":[4],"process":[5],"to":[6,12,34,48,91,161,192],"raise":[7],"large":[8],"amounts":[9],"of":[10,25,84,117],"money":[11],"complete":[13],"projects":[14,197],"for":[15,81,179],"startups.":[16],"However,":[17,62],"improving":[18],"success":[20,60,83,102],"rate":[21,103],"has":[22],"become":[23],"one":[24],"critical":[26],"issues.":[27],"To":[28,110],"achieve":[29],"this":[30,88,120],"goal,":[31],"fundraisers":[32,187],"need":[33],"create":[35],"a":[36],"short":[37],"video,":[38],"attractive":[39],"promotional":[40],"content,":[41],"and":[42,135,147,171],"present":[43],"themselves":[44],"on":[45,105,190],"social":[46],"media":[47],"attract":[49],"investors.":[50],"Previous":[51],"studies":[52,69],"merely":[53],"discussed":[54],"project":[55,79,101,107,114],"factors":[56,95,116,178],"that":[57,96],"affect":[58],"crowdfunding":[59,85,100,196],"rates.":[61],"from":[63,126,149],"available":[65],"literature,":[66],"relatively":[67],"few":[68],"have":[70],"studied":[71],"what":[72],"elements":[73],"should":[74],"be":[75],"involved":[76],"in":[77],"content":[80,108,115,177],"projects.":[86,181],"Consequently,":[87],"study":[89,121],"aims":[90],"extract":[92],"crucial":[94,113],"enhance":[98],"based":[104],"description.":[109],"identify":[111],"movie":[118,180,195],"projects,":[119],"employed":[122],"two":[123],"real":[124],"cases":[125],"famous":[127],"platforms":[128],"by":[129],"using":[130],"natural":[131],"language":[132],"processing":[133],"(NLP)":[134],"feature":[136],"selection":[137],"algorithms":[138],"including":[139],"rough":[140],"set":[141],"theory":[142],"(RST),":[143],"decision":[144],"trees":[145],"(DT),":[146],"ReliefF,":[148],"12":[150],"pre-defined":[151],"candidate":[152],"factors.":[153],"Then,":[154],"support":[155],"vector":[156],"machines":[157],"(SVM)":[158],"were":[159,173],"used":[160],"evaluate":[162],"performance.":[164],"Finally,":[165],"\u201cRole\u201d,":[166],"\u201cCast\u201d,":[167],"\u201cMerchandise\u201d,":[168],"\u201cSound":[169],"effects\u201d,":[170],"\u201cSentiment\u201d":[172],"identified":[174],"as":[175],"important":[176],"The":[182],"findings":[183],"also":[184],"could":[185],"provide":[186],"with":[188],"suggestions":[189],"how":[191],"make":[193],"their":[194],"more":[198],"successful.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}