{"id":"https://openalex.org/W3005178095","doi":"https://doi.org/10.4018/ijkbo.2020040101","title":"Machine Learning Crowdfunding","display_name":"Machine Learning Crowdfunding","publication_year":2020,"publication_date":"2020-02-07","ids":{"openalex":"https://openalex.org/W3005178095","doi":"https://doi.org/10.4018/ijkbo.2020040101","mag":"3005178095"},"language":"en","primary_location":{"id":"doi:10.4018/ijkbo.2020040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijkbo.2020040101","pdf_url":null,"source":{"id":"https://openalex.org/S4210171617","display_name":"International Journal of Knowledge-Based Organizations","issn_l":"2155-6393","issn":["2155-6393","2155-6407"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge-Based Organizations","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/A5041222308","display_name":"Evangelos Katsamakas","orcid":"https://orcid.org/0000-0002-3249-2017"},"institutions":[{"id":"https://openalex.org/I164389053","display_name":"Fordham University","ror":"https://ror.org/03qnxaf80","country_code":"US","type":"education","lineage":["https://openalex.org/I164389053"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Evangelos Katsamakas","raw_affiliation_strings":["Gabelli School of Business, Fordham University, New York, USA"],"raw_orcid":"https://orcid.org/0000-0002-3249-2017","affiliations":[{"raw_affiliation_string":"Gabelli School of Business, Fordham University, New York, USA","institution_ids":["https://openalex.org/I164389053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090331334","display_name":"Hao Sun","orcid":"https://orcid.org/0000-0002-6230-3176"},"institutions":[{"id":"https://openalex.org/I164389053","display_name":"Fordham University","ror":"https://ror.org/03qnxaf80","country_code":"US","type":"education","lineage":["https://openalex.org/I164389053"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Sun","raw_affiliation_strings":["Gabelli School of Business, Fordham University, New York USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gabelli School of Business, Fordham University, New York USA","institution_ids":["https://openalex.org/I164389053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I164389053"],"apc_list":null,"apc_paid":null,"fwci":0.2526,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.57633479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"10","issue":"2","first_page":"1","last_page":"11"},"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/T10987","display_name":"Microfinance and Financial Inclusion","score":0.9958000183105469,"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"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9896000027656555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6896237134933472},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6138719320297241},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5618865489959717},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5263674855232239},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.522480845451355},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44523343443870544},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3890901207923889},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.347120076417923}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6896237134933472},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6138719320297241},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5618865489959717},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5263674855232239},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.522480845451355},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44523343443870544},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3890901207923889},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.347120076417923},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijkbo.2020040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijkbo.2020040101","pdf_url":null,"source":{"id":"https://openalex.org/S4210171617","display_name":"International Journal of Knowledge-Based Organizations","issn_l":"2155-6393","issn":["2155-6393","2155-6407"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge-Based Organizations","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jkbo00:v:10:y:2020:i:2:p:1-11","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJKBO.2020040101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W74126506","https://openalex.org/W199793193","https://openalex.org/W1169105153","https://openalex.org/W1522301498","https://openalex.org/W1592309217","https://openalex.org/W1799580712","https://openalex.org/W1964582731","https://openalex.org/W1978978112","https://openalex.org/W1996871891","https://openalex.org/W2131744502","https://openalex.org/W2170253927","https://openalex.org/W2174706414","https://openalex.org/W2342812826","https://openalex.org/W2516821356","https://openalex.org/W2542632482","https://openalex.org/W2560297938","https://openalex.org/W2562494278","https://openalex.org/W2573596416","https://openalex.org/W2586488925","https://openalex.org/W2781362114","https://openalex.org/W2799460056","https://openalex.org/W2809580643","https://openalex.org/W2892559701","https://openalex.org/W2921786192","https://openalex.org/W2927960686","https://openalex.org/W2949547296","https://openalex.org/W3093893254","https://openalex.org/W3121141377","https://openalex.org/W3121545263","https://openalex.org/W3122022989","https://openalex.org/W3122616511","https://openalex.org/W3122809160","https://openalex.org/W3122951260","https://openalex.org/W3124860557","https://openalex.org/W3125052530","https://openalex.org/W3125393355","https://openalex.org/W3125944181","https://openalex.org/W4285719527","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W3089396779","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989","https://openalex.org/W4317653575"],"abstract_inverted_index":{"Crowdfunding":[0],"is":[1],"a":[2,28],"novel":[3,52],"and":[4,11,24,47,60,82,88],"important":[5],"economic":[6],"mechanism":[7],"for":[8,85],"funding":[9],"projects":[10],"promoting":[12],"innovation":[13],"in":[14],"the":[15,37,76,79],"digital":[16],"economy.":[17],"This":[18],"article":[19],"explores":[20],"most":[21],"recent":[22],"structured":[23],"unstructured":[25],"data":[26,38],"from":[27],"crowdfunding":[29,86],"platform.":[30],"It":[31,50,74],"provides":[32],"an":[33],"in-depth":[34],"exploration":[35],"of":[36,78],"using":[39],"text":[40],"analytics":[41],"techniques,":[42],"such":[43],"as":[44],"sentiment":[45],"analysis":[46],"topic":[48],"modeling.":[49],"uses":[51],"natural":[53],"language":[54],"processing":[55],"to":[56,69],"represent":[57],"project":[58,71],"descriptions,":[59],"evaluates":[61],"machine":[62],"learning":[63],"models,":[64,68],"including":[65],"neural":[66],"network":[67],"predict":[70],"fundraising":[72],"success.":[73],"discusses":[75],"findings":[77],"performance":[80],"evaluation,":[81],"summarizes":[83],"lessons":[84],"platforms":[87],"their":[89],"users.":[90]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}