{"id":"https://openalex.org/W4414875728","doi":"https://doi.org/10.48550/arxiv.2506.11451","title":"Understanding the Issue Types in Open Source Blockchain-based Software Projects with the Transformer-based BERTopic","display_name":"Understanding the Issue Types in Open Source Blockchain-based Software Projects with the Transformer-based BERTopic","publication_year":2025,"publication_date":"2025-06-13","ids":{"openalex":"https://openalex.org/W4414875728","doi":"https://doi.org/10.48550/arxiv.2506.11451"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2506.11451","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2506.11451","pdf_url":"https://arxiv.org/pdf/2506.11451","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2506.11451","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108736916","display_name":"Md. Nahidul Islam Opu","orcid":"https://orcid.org/0009-0000-1220-560X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Opu, Md Nahidul Islam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039436958","display_name":"Shahidul Islam","orcid":"https://orcid.org/0000-0002-9385-101X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Islam, Shahidul","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026864614","display_name":"Sara Rouhani","orcid":"https://orcid.org/0000-0002-7585-7805"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rouhani, Sara","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5061607255","display_name":"Shaiful Chowdhury","orcid":"https://orcid.org/0000-0003-2301-6104"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chowdhury, Shaiful","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.7134000062942505,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.7134000062942505,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.6499999761581421,"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.6417999863624573,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.541100025177002},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.49729999899864197},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.46799999475479126},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.44609999656677246},{"id":"https://openalex.org/keywords/open-source-software","display_name":"Open source software","score":0.4361000061035156},{"id":"https://openalex.org/keywords/software-evolution","display_name":"Software evolution","score":0.4072999954223633},{"id":"https://openalex.org/keywords/software-peer-review","display_name":"Software peer review","score":0.37869998812675476},{"id":"https://openalex.org/keywords/open-source-software-development","display_name":"Open-source software development","score":0.33970001339912415}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6133999824523926},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5845000147819519},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.541100025177002},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5159000158309937},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.49729999899864197},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.46799999475479126},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.44609999656677246},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.4361000061035156},{"id":"https://openalex.org/C202105479","wikidata":"https://www.wikidata.org/wiki/Q265013","display_name":"Software evolution","level":5,"score":0.4072999954223633},{"id":"https://openalex.org/C74579156","wikidata":"https://www.wikidata.org/wiki/Q7554342","display_name":"Software peer review","level":5,"score":0.37869998812675476},{"id":"https://openalex.org/C2778642129","wikidata":"https://www.wikidata.org/wiki/Q7096425","display_name":"Open-source software development","level":4,"score":0.33970001339912415},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.337799996137619},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.3100999891757965},{"id":"https://openalex.org/C40919944","wikidata":"https://www.wikidata.org/wiki/Q947779","display_name":"Software project management","level":5,"score":0.2921000123023987},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2831000089645386},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.28220000863075256},{"id":"https://openalex.org/C2984968299","wikidata":"https://www.wikidata.org/wiki/Q1077784","display_name":"Software tool","level":3,"score":0.2800000011920929},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.27250000834465027},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.27250000834465027},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.26930001378059387},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.2648000121116638},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2624000012874603},{"id":"https://openalex.org/C182500959","wikidata":"https://www.wikidata.org/wiki/Q7551380","display_name":"Social software engineering","level":5,"score":0.26170000433921814},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2538999915122986}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2506.11451","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2506.11451","pdf_url":"https://arxiv.org/pdf/2506.11451","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"doi:10.48550/arxiv.2506.11451","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2506.11451","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2506.11451","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2506.11451","pdf_url":"https://arxiv.org/pdf/2506.11451","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Blockchain-based":[0],"software":[1,65,147],"systems":[2],"are":[3,71,118],"increasingly":[4],"deployed":[5],"across":[6],"diverse":[7],"domains,":[8],"yet":[9],"a":[10,22,40],"systematic":[11],"understanding":[12,144],"of":[13,26,93,130,145,152],"their":[14],"development":[15,66,151],"challenges":[16],"remains":[17],"limited.":[18],"This":[19],"paper":[20],"presents":[21],"large-scale":[23],"empirical":[24],"study":[25],"497,742":[27],"issues":[28,67,102,117],"mined":[29],"from":[30],"1,209":[31],"open-source":[32],"blockchain":[33,146],"projects":[34],"hosted":[35],"on":[36],"GitHub.":[37],"Employing":[38],"BERTopic,":[39],"transformer-based":[41],"topic":[42],"modeling":[43],"technique,":[44],"we":[45],"identify":[46],"49":[47],"distinct":[48],"issue":[49,94],"topics":[50],"and":[51,68,78,96,132,155,160],"organize":[52],"them":[53],"hierarchically":[54],"into":[55],"11":[56],"major":[57],"subcategories.":[58],"Our":[59],"analysis":[60],"reveals":[61],"that":[62,100],"both":[63],"general":[64],"blockchain-specific":[69],"concerns":[70],"nearly":[72],"equally":[73],"represented,":[74],"with":[75,127],"Wallet":[76,101],"Management":[77],"UI":[79],"Enhancement":[80],"emerging":[81],"as":[82],"the":[83,90,111,128,150],"most":[84],"prominent":[85],"topics.":[86],"We":[87],"further":[88],"examine":[89],"temporal":[91],"evolution":[92],"categories":[95],"resolution":[97,113],"times,":[98],"finding":[99],"not":[103],"only":[104],"dominate":[105],"in":[106],"frequency":[107,123],"but":[108,135],"also":[109],"exhibit":[110],"longest":[112],"time.":[114],"Conversely,":[115],"Mechanisms":[116],"resolved":[119],"significantly":[120],"faster.":[121],"Issue":[122],"surged":[124],"after":[125,138],"2016":[126],"rise":[129],"Ethereum":[131],"decentralized":[133],"applications,":[134],"started":[136],"declining":[137],"2022.":[139],"These":[140],"findings":[141],"enhance":[142],"our":[143],"maintenance,":[148],"informing":[149],"specialized":[153],"tools":[154],"practices":[156],"to":[157],"improve":[158],"robustness":[159],"maintainability.":[161]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
