{"id":"https://openalex.org/W4405400256","doi":"https://doi.org/10.1007/s10664-024-10572-3","title":"Collaboration failure analysis in cyber-physical system-of-systems using context fuzzy clustering","display_name":"Collaboration failure analysis in cyber-physical system-of-systems using context fuzzy clustering","publication_year":2024,"publication_date":"2024-12-14","ids":{"openalex":"https://openalex.org/W4405400256","doi":"https://doi.org/10.1007/s10664-024-10572-3"},"language":"en","primary_location":{"id":"doi:10.1007/s10664-024-10572-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10664-024-10572-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10664-024-10572-3.pdf","source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10664-024-10572-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040909167","display_name":"Sangwon Hyun","orcid":"https://orcid.org/0000-0003-1885-3792"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Sangwon Hyun","raw_affiliation_strings":["The University of Adelaide, Adelaide, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1885-3792","affiliations":[{"raw_affiliation_string":"The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084021222","display_name":"Eunkyoung Jee","orcid":"https://orcid.org/0000-0003-0358-5369"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eunkyoung Jee","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067376000","display_name":"Doo\u2010Hwan Bae","orcid":"https://orcid.org/0000-0002-3152-5219"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Doo-Hwan Bae","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040909167"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.9324,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78116089,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"30","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/cyber-physical-system","display_name":"Cyber-physical system","score":0.7858796119689941},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6244872212409973},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6221091747283936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5772091150283813},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5389841794967651},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5199931263923645},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3920588195323944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24106690287590027},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0749141275882721},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07043296098709106}],"concepts":[{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.7858796119689941},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6244872212409973},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6221091747283936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5772091150283813},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5389841794967651},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5199931263923645},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3920588195323944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24106690287590027},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0749141275882721},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07043296098709106},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10664-024-10572-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10664-024-10572-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10664-024-10572-3.pdf","source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10664-024-10572-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10664-024-10572-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10664-024-10572-3.pdf","source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.41999998688697815,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G2636414471","display_name":null,"funder_award_id":"2105030","funder_id":"https://openalex.org/F4320322037","funder_display_name":"Nuclear Safety and Security Commission"},{"id":"https://openalex.org/G5292070027","display_name":null,"funder_award_id":"IITP-2024-2020-0-01795","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G8543884168","display_name":null,"funder_award_id":"No. 2105030","funder_id":"https://openalex.org/F4320322037","funder_display_name":"Nuclear Safety and Security Commission"}],"funders":[{"id":"https://openalex.org/F4320322037","display_name":"Nuclear Safety and Security Commission","ror":"https://ror.org/05qk3ge34"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405400256.pdf","grobid_xml":"https://content.openalex.org/works/W4405400256.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1608194207","https://openalex.org/W1987971958","https://openalex.org/W2039012608","https://openalex.org/W2046162917","https://openalex.org/W2046366715","https://openalex.org/W2058107586","https://openalex.org/W2080761477","https://openalex.org/W2095380848","https://openalex.org/W2291119068","https://openalex.org/W2554382158","https://openalex.org/W2766665951","https://openalex.org/W2789717644","https://openalex.org/W2792103155","https://openalex.org/W2807425974","https://openalex.org/W2884236119","https://openalex.org/W2901057123","https://openalex.org/W2903799441","https://openalex.org/W2905695809","https://openalex.org/W2913440660","https://openalex.org/W2947815220","https://openalex.org/W2955925687","https://openalex.org/W2963088772","https://openalex.org/W2967814478","https://openalex.org/W2968843500","https://openalex.org/W2995870248","https://openalex.org/W3018136654","https://openalex.org/W3043367330","https://openalex.org/W3080614220","https://openalex.org/W3119924191","https://openalex.org/W3124026089","https://openalex.org/W3129001588","https://openalex.org/W3129749699","https://openalex.org/W3135551312","https://openalex.org/W3206991396","https://openalex.org/W4226180038","https://openalex.org/W4303627699","https://openalex.org/W4313681222","https://openalex.org/W4384304657","https://openalex.org/W4384345629"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4292434959"],"abstract_inverted_index":{"Abstract":[0],"A":[1,27],"cyber-physical":[2],"system-of-systems":[3],"(CPSoS)":[4],"facilitates":[5],"the":[6,22,65,106,110,162,179,193],"achievement":[7],"of":[8,24,38,57,89,109,121,135,182,188,196],"high-level":[9],"goals,":[10],"such":[11,48],"as":[12,49],"efficient":[13],"traffic":[14],"management":[15],"on":[16,115,156,165],"roads,":[17],"by":[18,103],"designing":[19],"and":[20,54,94,143,148,168],"developing":[21],"collaboration":[23,42,46,66,85,151,175,198],"constituent":[25],"CPSs.":[26],"platooning":[28],"that":[29,133],"groups":[30],"autonomous":[31],"vehicles":[32],"in":[33,62,97,178],"proximity":[34],"is":[35],"an":[36],"example":[37],"collaboration.":[39],"The":[40,186],"intricate":[41],"innately":[43],"causes":[44],"serious":[45],"failures":[47,78],"collisions.":[50],"However,":[51],"limited":[52,119],"knowledge":[53],"complex":[55],"dynamics":[56],"CPSoS":[58,141,197],"cause":[59],"several":[60],"challenges":[61],"effectively":[63],"analyzing":[64],"failures.":[67,199],"Existing":[68],"studies":[69],"have":[70,80],"applied":[71,83],"pattern":[72,130,166],"mining":[73,131,149,167],"techniques":[74],"to":[75,84],"investigate":[76],"various":[77],"but":[79],"limitations":[81],"when":[82],"failures:":[86],"(1)":[87],"absence":[88],"data":[90,138],"model":[91,139],"for":[92,140,146],"continuous":[93],"discrete":[95],"logs":[96,142],"CPSoS;":[98],"(2)":[99],"information":[100],"loss":[101],"problem":[102],"not":[104],"considering":[105],"integrated":[107],"relationship":[108],"data;":[111],"(3)":[112],"dependence":[113],"only":[114],"failed":[116],"logs;":[117],"(4)":[118],"capability":[120],"fixed-size":[122],"time":[123],"windows.":[124],"We":[125],"propose":[126],"a":[127,136],"fuzzy":[128],"clustering-based":[129],"approach":[132,160],"consists":[134],"novel":[137],"comprehensive":[144],"metrics":[145],"classifying":[147],"optimal":[150],"failure":[152,176],"patterns.":[153],"In":[154],"experiments":[155],"vehicle":[157],"platooning,":[158],"our":[159],"exhibited":[161],"highest":[163],"accuracy":[164],"clustering":[169],"results.":[170,185],"Further,":[171],"we":[172],"identified":[173],"five":[174],"scenarios":[177],"empirical":[180],"analysis":[181,195],"drone":[183],"swarming":[184],"findings":[187],"this":[189],"study":[190],"can":[191],"facilitate":[192],"effective":[194]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
