{"id":"https://openalex.org/W1969799269","doi":"https://doi.org/10.1145/2566486.2568005","title":"Recommending investors for crowdfunding projects","display_name":"Recommending investors for crowdfunding projects","publication_year":2014,"publication_date":"2014-04-07","ids":{"openalex":"https://openalex.org/W1969799269","doi":"https://doi.org/10.1145/2566486.2568005","mag":"1969799269"},"language":"en","primary_location":{"id":"doi:10.1145/2566486.2568005","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2566486.2568005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd international conference on World wide web","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=7288&context=sis_research","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084955495","display_name":"Jisun An","orcid":"https://orcid.org/0000-0002-4353-8009"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jisun An","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081008532","display_name":"Daniele Quercia","orcid":"https://orcid.org/0000-0001-9461-5804"},"institutions":[{"id":"https://openalex.org/I1325784139","display_name":"Yahoo (United Kingdom)","ror":"https://ror.org/038p3gq39","country_code":"GB","type":"company","lineage":["https://openalex.org/I1325784139","https://openalex.org/I4210134091"]},{"id":"https://openalex.org/I2800095910","display_name":"Yahoo (Spain)","ror":"https://ror.org/03gq8sg42","country_code":"ES","type":"company","lineage":["https://openalex.org/I2800095910","https://openalex.org/I4210134091"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Daniele Quercia","raw_affiliation_strings":["Yahoo Labs, Barcelona, Spain",", Yahoo! Labs, Barcelona, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Yahoo Labs, Barcelona, Spain","institution_ids":["https://openalex.org/I2800095910"]},{"raw_affiliation_string":", Yahoo! Labs, Barcelona, Spain#TAB#","institution_ids":["https://openalex.org/I1325784139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062093738","display_name":"Jon Crowcroft","orcid":"https://orcid.org/0000-0002-7013-0121"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jon Crowcroft","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084955495"],"corresponding_institution_ids":["https://openalex.org/I241749"],"apc_list":null,"apc_paid":null,"fwci":14.8789,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.98901544,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"261","last_page":"270"},"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":0.978600025177002,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6810047626495361},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.604880154132843},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.58321213722229},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5629655122756958},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5486198663711548},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5331477522850037},{"id":"https://openalex.org/keywords/venture-capital","display_name":"Venture capital","score":0.5304127335548401},{"id":"https://openalex.org/keywords/entrepreneurial-finance","display_name":"Entrepreneurial finance","score":0.41904327273368835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37666255235671997},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.35017743706703186},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3493230938911438},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.319269597530365},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1461184322834015}],"concepts":[{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6810047626495361},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.604880154132843},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.58321213722229},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5629655122756958},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5486198663711548},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5331477522850037},{"id":"https://openalex.org/C21279758","wikidata":"https://www.wikidata.org/wiki/Q219409","display_name":"Venture capital","level":2,"score":0.5304127335548401},{"id":"https://openalex.org/C2776505452","wikidata":"https://www.wikidata.org/wiki/Q5380747","display_name":"Entrepreneurial finance","level":3,"score":0.41904327273368835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37666255235671997},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.35017743706703186},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3493230938911438},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.319269597530365},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1461184322834015},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1145/2566486.2568005","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2566486.2568005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd international conference on World wide web","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-7288","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=7288&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://dl.acm.org/doi/10.1145/2566486.2568005","raw_type":"Conference Proceeding Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.741.1198","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.741.1198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1409.7489.pdf","raw_type":"text"},{"id":"pmh:oai:generic.eprints.org:652616","is_oa":false,"landing_page_url":"http://publications.eng.cam.ac.uk/652616/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922847","display_name":"Cambridge University Engineering Department Publications Database","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:generic.eprints.org:724300","is_oa":false,"landing_page_url":"http://publications.eng.cam.ac.uk/724300/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922847","display_name":"Cambridge University Engineering Department Publications Database","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/280628","is_oa":false,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/280628","pdf_url":null,"source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"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":"Conference Object"},{"id":"doi:10.17863/cam.27994","is_oa":true,"landing_page_url":"https://doi.org/10.17863/cam.27994","pdf_url":null,"source":{"id":"https://openalex.org/S7407050737","display_name":"Apollo","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-7288","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=7288&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://dl.acm.org/doi/10.1145/2566486.2568005","raw_type":"Conference Proceeding Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W16662136","https://openalex.org/W1814023381","https://openalex.org/W1880262756","https://openalex.org/W1964487809","https://openalex.org/W1983903351","https://openalex.org/W1985194760","https://openalex.org/W1996871891","https://openalex.org/W2001082470","https://openalex.org/W2073415627","https://openalex.org/W2107766120","https://openalex.org/W2133263811","https://openalex.org/W2165512766","https://openalex.org/W2167787189","https://openalex.org/W2169462199","https://openalex.org/W2334889010","https://openalex.org/W2364787813","https://openalex.org/W3023004680","https://openalex.org/W3080165278","https://openalex.org/W3121806931","https://openalex.org/W3125231435","https://openalex.org/W3144420308","https://openalex.org/W6639619044","https://openalex.org/W6639713680","https://openalex.org/W6650793866","https://openalex.org/W6682263513","https://openalex.org/W6684776706","https://openalex.org/W6703074907"],"related_works":["https://openalex.org/W3193989858","https://openalex.org/W3122726340","https://openalex.org/W2094252034","https://openalex.org/W3159435042","https://openalex.org/W2860827566","https://openalex.org/W4235895349","https://openalex.org/W1879405576","https://openalex.org/W3118406644","https://openalex.org/W2256169708","https://openalex.org/W2995128567"],"abstract_inverted_index":{"To":[0],"bring":[1],"their":[2,77],"innovative":[3,208],"ideas":[4],"to":[5,13,17,24,41,93,107,137,206],"market,":[6],"those":[7],"embarking":[8],"in":[9,179],"new":[10],"ventures":[11],"have":[12,21,31],"raise":[14],"money,":[15],"and,":[16],"do":[18,152],"so,":[19],"they":[20,30],"often":[22],"resorted":[23],"banks":[25],"and":[26,79,115,131,161,201],"venture":[27],"capitalists.":[28],"Nowadays,":[29],"an":[32],"additional":[33],"option:":[34],"that":[35,44,116],"of":[36,50,63,76,105,113,128,141,158,177,183,203],"crowdfunding.":[37],"The":[38,95,170],"name":[39],"refers":[40],"the":[42,53,64,103,163,199],"idea":[43],"funds":[45],"come":[46],"from":[47],"a":[48,110,181],"network":[49],"people":[51],"on":[52,82,145,174],"Internet":[54],"who":[55],"are":[56],"passionate":[57],"about":[58,198],"supporting":[59],"others'":[60],"projects.":[61,150],"One":[62],"most":[65,96],"popular":[66],"crowdfunding":[67],"sites":[68,85],"is":[69,102,117],"Kickstarter.":[70],"In":[71],"it,":[72],"creators":[73,130],"post":[74],"descriptions":[75],"projects":[78,92],"advertise":[80],"them":[81],"social":[83],"media":[84],"(mainly":[86],"Twitter),":[87],"while":[88],"investors":[89,143,204],"look":[90],"for":[91,99,147,188],"support.":[94],"common":[97],"reason":[98],"project":[100],"failure":[101],"inability":[104],"founders":[106],"connect":[108],"with":[109],"sufficient":[111],"number":[112],"investors,":[114],"mainly":[118],"because":[119],"hitherto":[120],"there":[121],"has":[122],"not":[123],"been":[124],"any":[125,189],"automatic":[126],"way":[127],"matching":[129],"investors.":[132],"We":[133,151],"thus":[134],"set":[135],"out":[136],"propose":[138],"different":[139,167],"ways":[140],"recommending":[142],"found":[144],"Twitter":[146,186],"specific":[148],"Kickstarter":[149],"so":[153],"by":[154],"conducting":[155],"hypothesis-driven":[156],"analyses":[157],"pledging":[159],"behavior":[160],"translate":[162],"corresponding":[164],"findings":[165,193],"into":[166],"recommendation":[168],"strategies.":[169],"best":[171],"strategy":[172],"achieves,":[173],"average,":[175],"84%":[176],"accuracy":[178],"predicting":[180],"list":[182],"potential":[184],"investors'":[185],"accounts":[187],"given":[190],"project.":[191],"Our":[192],"also":[194],"produced":[195],"key":[196],"insights":[197],"whys":[200],"wherefores":[202],"deciding":[205],"support":[207],"efforts.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}