{"id":"https://openalex.org/W3202206548","doi":"https://doi.org/10.3390/computers10100120","title":"Blockchain Software Selection as a Fuzzy Multi-Criteria Problem","display_name":"Blockchain Software Selection as a Fuzzy Multi-Criteria Problem","publication_year":2021,"publication_date":"2021-09-24","ids":{"openalex":"https://openalex.org/W3202206548","doi":"https://doi.org/10.3390/computers10100120","mag":"3202206548"},"language":"en","primary_location":{"id":"doi:10.3390/computers10100120","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers10100120","pdf_url":"https://www.mdpi.com/2073-431X/10/10/120/pdf?version=1634531405","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-431X/10/10/120/pdf?version=1634531405","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050199179","display_name":"Galina Ilieva","orcid":"https://orcid.org/0000-0001-7504-8576"},"institutions":[{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]},{"id":"https://openalex.org/I192878625","display_name":"Plovdiv University","ror":"https://ror.org/0545p3742","country_code":"BG","type":"education","lineage":["https://openalex.org/I192878625"]}],"countries":["BG"],"is_corresponding":true,"raw_author_name":"Galina Ilieva","raw_affiliation_strings":["Department of Management and Quantitative Methods in Economics, University of Plovdiv Paisii Hilendarski, 4000 Plovdiv, Bulgaria","Intelligent Systems Department, Institute of Information and Communication Technologies, 1113 Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Department of Management and Quantitative Methods in Economics, University of Plovdiv Paisii Hilendarski, 4000 Plovdiv, Bulgaria","institution_ids":["https://openalex.org/I192878625"]},{"raw_affiliation_string":"Intelligent Systems Department, Institute of Information and Communication Technologies, 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054211196","display_name":"Tania Yankova","orcid":"https://orcid.org/0000-0001-5877-3098"},"institutions":[{"id":"https://openalex.org/I192878625","display_name":"Plovdiv University","ror":"https://ror.org/0545p3742","country_code":"BG","type":"education","lineage":["https://openalex.org/I192878625"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Tania Yankova","raw_affiliation_strings":["Department of Management and Quantitative Methods in Economics, University of Plovdiv Paisii Hilendarski, 4000 Plovdiv, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Department of Management and Quantitative Methods in Economics, University of Plovdiv Paisii Hilendarski, 4000 Plovdiv, Bulgaria","institution_ids":["https://openalex.org/I192878625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022156518","display_name":"Irina Radeva","orcid":"https://orcid.org/0009-0004-8531-5980"},"institutions":[{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Irina Radeva","raw_affiliation_strings":["Intelligent Systems Department, Institute of Information and Communication Technologies, 1113 Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Department, Institute of Information and Communication Technologies, 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037805365","display_name":"\u0418\u0432\u0430\u043d \u041f\u043e\u043f\u0447\u0435\u0432","orcid":"https://orcid.org/0009-0002-8128-3980"},"institutions":[{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Ivan Popchev","raw_affiliation_strings":["Intelligent Systems Department, Institute of Information and Communication Technologies, 1113 Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Department, Institute of Information and Communication Technologies, 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050199179"],"corresponding_institution_ids":["https://openalex.org/I192878625","https://openalex.org/I4210163063"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":5.7836,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.96183663,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"10","first_page":"120","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.996999979019165,"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":0.996999979019165,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9958000183105469,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6855568885803223},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6195603013038635},{"id":"https://openalex.org/keywords/traceability","display_name":"Traceability","score":0.5829451084136963},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5692335367202759},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5443744659423828},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.521877110004425},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.509732186794281},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.49659091234207153},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.4819362163543701},{"id":"https://openalex.org/keywords/compromise","display_name":"Compromise","score":0.4683714807033539},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.43887561559677124},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.34778648614883423},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2181341052055359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20826146006584167},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.20282471179962158},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12910893559455872},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12180301547050476}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6855568885803223},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6195603013038635},{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.5829451084136963},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5692335367202759},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5443744659423828},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.521877110004425},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.509732186794281},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49659091234207153},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.4819362163543701},{"id":"https://openalex.org/C46355384","wikidata":"https://www.wikidata.org/wiki/Q726686","display_name":"Compromise","level":2,"score":0.4683714807033539},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.43887561559677124},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.34778648614883423},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2181341052055359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20826146006584167},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.20282471179962158},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12910893559455872},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12180301547050476},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/computers10100120","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers10100120","pdf_url":"https://www.mdpi.com/2073-431X/10/10/120/pdf?version=1634531405","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cc72e3982cf043caa9f24c1d1bec7b2c","is_oa":true,"landing_page_url":"https://doaj.org/article/cc72e3982cf043caa9f24c1d1bec7b2c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers, Vol 10, Iss 10, p 120 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/computers10100120","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers10100120","pdf_url":"https://www.mdpi.com/2073-431X/10/10/120/pdf?version=1634531405","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G4555362447","display_name":null,"funder_award_id":"BG05M2OP001-1.002-0002-\u042102","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"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/W3202206548.pdf","grobid_xml":"https://content.openalex.org/works/W3202206548.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1711592200","https://openalex.org/W1967243514","https://openalex.org/W2605207615","https://openalex.org/W2648125487","https://openalex.org/W2786484366","https://openalex.org/W2793333522","https://openalex.org/W2809892904","https://openalex.org/W2867058325","https://openalex.org/W2887697630","https://openalex.org/W2890011873","https://openalex.org/W2892997857","https://openalex.org/W2896711834","https://openalex.org/W2898069736","https://openalex.org/W2912191587","https://openalex.org/W2936927241","https://openalex.org/W2938042120","https://openalex.org/W2955561618","https://openalex.org/W2963691114","https://openalex.org/W2965761488","https://openalex.org/W2974756448","https://openalex.org/W2983688765","https://openalex.org/W2995946162","https://openalex.org/W2996521213","https://openalex.org/W2998877372","https://openalex.org/W3007237729","https://openalex.org/W3010003004","https://openalex.org/W3011748039","https://openalex.org/W3015631257","https://openalex.org/W3024064975","https://openalex.org/W3024100482","https://openalex.org/W3032829133","https://openalex.org/W3035431711","https://openalex.org/W3132095762","https://openalex.org/W3135900727","https://openalex.org/W3139257894","https://openalex.org/W3154669616","https://openalex.org/W3155559217","https://openalex.org/W3184125316","https://openalex.org/W6752661639","https://openalex.org/W6791654987"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W2801622120","https://openalex.org/W2164141394","https://openalex.org/W1967649051","https://openalex.org/W3036524962","https://openalex.org/W4240977217","https://openalex.org/W2508088450","https://openalex.org/W4214750239","https://openalex.org/W2389434635"],"abstract_inverted_index":{"Increased":[0],"consumer":[1],"requirements":[2],"for":[3,37,48,78],"quality,":[4],"safety":[5],"and":[6,33,62,94,118],"traceability":[7],"of":[8,17,26,52,67,84,92,105,126],"goods":[9],"in":[10,55,114],"supply":[11],"chains":[12],"has":[13,71],"accelerated":[14],"the":[15,20,68,98,106],"implementation":[16],"blockchain":[18,27,53,80],"during":[19],"COVID-19":[21],"pandemic.":[22],"The":[23,65,82,103],"right":[24],"choice":[25],"software":[28,54],"is":[29],"a":[30,45],"complicated":[31],"task":[32],"an":[34,75],"important":[35],"prerequisite":[36],"successful":[38],"deployment.":[39],"In":[40],"this":[41],"study,":[42],"we":[43],"propose":[44],"conceptual":[46],"framework":[47,70,108],"group":[49],"multi-criteria":[50],"selection":[51],"fuzzy":[56],"environment":[57],"according":[58,96],"to":[59,97],"organization":[60],"needs":[61],"experts\u2019":[63],"judgements.":[64],"applicability":[66],"new":[69,107],"been":[72],"verified":[73],"through":[74],"illustrative":[76],"example":[77],"ranking":[79,95],"systems.":[81],"evaluations":[83],"compared":[85],"alternatives":[86,93],"were":[87,129],"calculated":[88],"by":[89,111],"using":[90],"measurement":[91],"compromise":[99],"solution":[100],"(MARCOS)":[101],"method.":[102],"robustness":[104],"was":[109],"proven":[110],"sensitivity":[112],"analysis":[113],"which":[115],"two":[116,123],"(crisp":[117],"fuzzy)":[119],"MARCOS":[120],"models":[121],"with":[122],"different":[124],"sets":[125],"weighting":[127],"coefficients":[128],"compared.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
