{"id":"https://openalex.org/W3138799891","doi":"https://doi.org/10.1145/3448748.3448795","title":"Donation-Based Crowdfunding Title Classification Based on BERT+CNN","display_name":"Donation-Based Crowdfunding Title Classification Based on BERT+CNN","publication_year":2021,"publication_date":"2021-01-22","ids":{"openalex":"https://openalex.org/W3138799891","doi":"https://doi.org/10.1145/3448748.3448795","mag":"3138799891"},"language":"en","primary_location":{"id":"doi:10.1145/3448748.3448795","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448748.3448795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Bioinformatics and Intelligent Computing","raw_type":"proceedings-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/A5054814122","display_name":"Gang Zhou","orcid":"https://orcid.org/0000-0002-4425-9837"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gang Zhou","raw_affiliation_strings":["Business School, Central South University, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"Business School, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5054814122"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":0.6433,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72555739,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"291","last_page":"296"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9941999912261963,"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":0.9781000018119812,"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/donation","display_name":"Donation","score":0.8626240491867065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6688622832298279},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.551724910736084},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4892411231994629},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4648394286632538},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4604014456272125},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39267340302467346},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.37309345602989197},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3726889491081238},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32533735036849976},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.15006080269813538},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07948452234268188}],"concepts":[{"id":"https://openalex.org/C2775933685","wikidata":"https://www.wikidata.org/wiki/Q1124860","display_name":"Donation","level":2,"score":0.8626240491867065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6688622832298279},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.551724910736084},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4892411231994629},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4648394286632538},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4604014456272125},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39267340302467346},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.37309345602989197},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3726889491081238},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32533735036849976},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.15006080269813538},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07948452234268188},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3448748.3448795","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448748.3448795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Bioinformatics and Intelligent Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.5099999904632568,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1996871891","https://openalex.org/W2105330923","https://openalex.org/W2149684865","https://openalex.org/W2516821356","https://openalex.org/W2565503689","https://openalex.org/W2911989211","https://openalex.org/W3121545263","https://openalex.org/W3125964543"],"related_works":["https://openalex.org/W2023244440","https://openalex.org/W3091901614","https://openalex.org/W2378289042","https://openalex.org/W2065457896","https://openalex.org/W4306175218","https://openalex.org/W3173234801","https://openalex.org/W3112921370","https://openalex.org/W2890277444","https://openalex.org/W2167984027","https://openalex.org/W3021302227"],"abstract_inverted_index":{"With":[0],"the":[1,5,30,35,61,68,82,111,114],"rapid":[2],"development":[3],"of":[4,38,63,70,116],"Internet,":[6],"more":[7,9,90],"and":[8,15,23,66,94],"donation-based":[10,39,64,71,84],"crowdfunding":[11,72,85],"information":[12,37],"is":[13,95],"published":[14],"forwarded":[16],"on":[17],"Internet":[18],"platforms":[19],"such":[20],"as":[21],"Weibo":[22],"Moments.":[24],"How":[25,41],"can":[26,43,89],"funders":[27],"quickly":[28],"obtain":[29,44],"content":[31],"they":[32],"need":[33],"from":[34],"text":[36,117],"crowdfunding.":[40],"sponsors":[42],"financial":[45],"support":[46],"has":[47,79],"become":[48],"a":[49],"very":[50],"urgent":[51],"need.":[52],"This":[53],"article":[54],"uses":[55],"deep":[56],"learning":[57],"methods":[58],"to":[59,97],"process":[60],"titles":[62],"crowdfunding,":[65],"realizes":[67],"classification":[69,87],"texts":[73],"in":[74,100,113],"different":[75],"language":[76],"styles.":[77],"Research":[78],"found":[80],"that":[81],"BERT+CNN-based":[83],"title":[86],"model":[88],"accurately":[91],"classify":[92],"titles,":[93],"superior":[96],"other":[98],"models":[99],"various":[101],"evaluation":[102],"indicators.":[103],"The":[104],"research":[105,112],"results":[106],"have":[107],"practical":[108],"significance":[109],"for":[110],"field":[115],"classification.":[118]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}