{"id":"https://openalex.org/W7113909645","doi":"https://doi.org/10.1145/3748699.3749796","title":"BISON: Blockchain Interpretable Success prediction for web3 SOcial media coNtent","display_name":"BISON: Blockchain Interpretable Success prediction for web3 SOcial media coNtent","publication_year":2025,"publication_date":"2025-09-03","ids":{"openalex":"https://openalex.org/W7113909645","doi":"https://doi.org/10.1145/3748699.3749796"},"language":null,"primary_location":{"id":"doi:10.1145/3748699.3749796","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748699.3749796","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3748699.3749796","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on Information Technology for Social Good","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3748699.3749796","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Andrea Michienzi","orcid":"https://orcid.org/0000-0001-8005-8701"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Michienzi","raw_affiliation_strings":["University of Pisa, Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8005-8701","affiliations":[{"raw_affiliation_string":"University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Laura Pollacci","orcid":"https://orcid.org/0000-0001-9914-1943"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Laura Pollacci","raw_affiliation_strings":["University of Pisa, Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9914-1943","affiliations":[{"raw_affiliation_string":"University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Barbara Guidi","orcid":"https://orcid.org/0000-0002-0151-6469"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Barbara Guidi","raw_affiliation_strings":["University of Pisa, Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0151-6469","affiliations":[{"raw_affiliation_string":"University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":null,"display_name":"Francesco Maggio","orcid":"https://orcid.org/0009-0006-3298-3664"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Maggio","raw_affiliation_strings":["University of Pisa, Pisa, Italy"],"raw_orcid":"https://orcid.org/0009-0006-3298-3664","affiliations":[{"raw_affiliation_string":"University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I108290504"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.70841853,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"226","last_page":"234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.2240000069141388,"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"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.2240000069141388,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.19699999690055847,"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"}},{"id":"https://openalex.org/T14347","display_name":"Big Data and Digital Economy","score":0.10040000081062317,"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/social-media","display_name":"Social media","score":0.7505000233650208},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5325999855995178},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5033000111579895},{"id":"https://openalex.org/keywords/decentralization","display_name":"Decentralization","score":0.5027999877929688},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.4361000061035156},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.39320001006126404},{"id":"https://openalex.org/keywords/social-computing","display_name":"Social computing","score":0.3564000129699707},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.3416999876499176}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7505000233650208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6887000203132629},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5325999855995178},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5033000111579895},{"id":"https://openalex.org/C136810230","wikidata":"https://www.wikidata.org/wiki/Q188961","display_name":"Decentralization","level":2,"score":0.5027999877929688},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4507000148296356},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.4361000061035156},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.39320001006126404},{"id":"https://openalex.org/C74216064","wikidata":"https://www.wikidata.org/wiki/Q615684","display_name":"Social computing","level":3,"score":0.3564000129699707},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.3416999876499176},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3296000063419342},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3174999952316284},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.31200000643730164},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.29750001430511475},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.296999990940094},{"id":"https://openalex.org/C85847156","wikidata":"https://www.wikidata.org/wiki/Q59015987","display_name":"Verifiable secret sharing","level":3,"score":0.2946999967098236},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.28540000319480896},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.2721000015735626},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.257999986410141},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.2515000104904175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3748699.3749796","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748699.3749796","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3748699.3749796","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on Information Technology for Social Good","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3748699.3749796","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748699.3749796","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3748699.3749796","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on Information Technology for Social Good","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.5595738291740417}],"awards":[{"id":"https://openalex.org/G2765202425","display_name":null,"funder_award_id":"2021-2027","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G4317964049","display_name":null,"funder_award_id":"IR0000013","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8503085978","display_name":null,"funder_award_id":"2021-2027","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7113909645.pdf","grobid_xml":"https://content.openalex.org/works/W7113909645.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2493183201","https://openalex.org/W2963824904","https://openalex.org/W2981731882","https://openalex.org/W3006439908","https://openalex.org/W3083397677","https://openalex.org/W3102044577","https://openalex.org/W3139542268","https://openalex.org/W3155602733","https://openalex.org/W3210770053","https://openalex.org/W4289812579","https://openalex.org/W4289816662","https://openalex.org/W4312525282","https://openalex.org/W4319983294","https://openalex.org/W4378983348","https://openalex.org/W4382130836","https://openalex.org/W4406947236"],"related_works":[],"abstract_inverted_index":{"Nowadays,":[0],"Social":[1,16,42],"Media":[2,17,43],"represents":[3],"an":[4],"important":[5],"window":[6],"to":[7,36,56,60,81,98,105,173],"address":[8,29],"societal":[9],"issues":[10,21],"and":[11,72,91,100,120,150,169],"promote":[12],"social":[13,62],"causes.":[14],"However,":[15],"suffer":[18],"from":[19],"several":[20],"concerning":[22],"fake":[23],"news,":[24],"misinformation,":[25],"disinformation,":[26],"etc.":[27],"To":[28],"these":[30,102],"issues,":[31],"decentralization":[32],"has":[33],"been":[34],"proposed":[35],"overcome":[37],"current":[38],"limitations.":[39],"Blockchain-based":[40],"Online":[41],"(BOSM)":[44],"offer":[45],"verifiable":[46],"platforms,":[47],"usually":[48],"enriched":[49],"with":[50],"reward":[51],"systems":[52,67],"that":[53],"allow":[54],"users":[55],"get":[57],"paid":[58],"according":[59],"the":[61,85,107,125,157,184],"value":[63],"they":[64],"create.":[65],"Reward":[66],"can":[68,133],"economically":[69],"empower":[70],"creators":[71,80],"other":[73,174],"individuals":[74],"beyond":[75],"high-quality":[76],"content,":[77],"allowing":[78],"content":[79,148,186],"earn":[82],"income.":[83],"Considering":[84],"widespread":[86],"use":[87],"of":[88,109,127,147],"BOSM":[89],"platforms":[90],"various":[92],"incentive":[93],"methods,":[94],"tools":[95],"are":[96],"needed":[97],"analyze":[99],"guide":[101],"rewarding":[103],"strategies":[104],"avoid":[106],"risk":[108],"speculative":[110],"mechanisms.":[111],"In":[112],"this":[113],"paper,":[114],"we":[115],"propose":[116],"BISON,":[117],"a":[118,138,144],"predictive":[119],"interpretable":[121],"framework":[122,179],"for":[123,163],"identifying":[124],"drivers":[126],"success":[128,135],"in":[129],"blockchain-native":[130],"articles.":[131],"BISON":[132],"model":[134],"not":[136],"as":[137,143,154],"purely":[139],"financial":[140],"outcome,":[141],"but":[142],"composite":[145],"function":[146],"attributes":[149],"user":[151],"engagement":[152],"patterns,":[153],"recorded":[155],"on":[156],"blockchain.":[158],"Its":[159],"modular":[160],"architecture":[161],"allows":[162],"empirical":[164],"validation":[165],"across":[166],"multiple":[167],"datasets":[168],"makes":[170],"it":[171],"adaptable":[172],"Web3":[175],"platforms.":[176],"Additionally,":[177],"our":[178],"introduces":[180],"Explainable":[181],"AI":[182],"into":[183],"blockchain":[185],"domain.":[187]},"counts_by_year":[],"updated_date":"2026-03-07T13:37:22.277990","created_date":"2025-12-11T00:00:00"}