{"id":"https://openalex.org/W2009028213","doi":"https://doi.org/10.1109/tim.2014.2348632","title":"From Measures to Conclusions Using Analytic Hierarchy Process in Dependability Benchmarking","display_name":"From Measures to Conclusions Using Analytic Hierarchy Process in Dependability Benchmarking","publication_year":2014,"publication_date":"2014-09-08","ids":{"openalex":"https://openalex.org/W2009028213","doi":"https://doi.org/10.1109/tim.2014.2348632","mag":"2009028213"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2014.2348632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2014.2348632","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10251/49002","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102865079","display_name":"Miquel Mart\u00ednez","orcid":"https://orcid.org/0000-0001-5601-6990"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Miquel Martinez","raw_affiliation_strings":["Sistemas Tolerantes a Fallos, Instituto de Aplicaciones de las Tecnolog\u0131as de la Informaci\u00f3n y de las Comunicaciones Avanzadas, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Sistemas Tolerantes a Fallos, Instituto de Aplicaciones de las Tecnolog\u0131as de la Informaci\u00f3n y de las Comunicaciones Avanzadas, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083406342","display_name":"David de Andr\u00e9s","orcid":"https://orcid.org/0000-0002-4744-3795"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David de Andres","raw_affiliation_strings":["Sistemas Tolerantes a Fallos, Instituto de Aplicaciones de las Tecnolog\u0131as de la Informaci\u00f3n y de las Comunicaciones Avanzadas, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Sistemas Tolerantes a Fallos, Instituto de Aplicaciones de las Tecnolog\u0131as de la Informaci\u00f3n y de las Comunicaciones Avanzadas, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086904927","display_name":"Juan\u2013Carlos Ruiz","orcid":"https://orcid.org/0000-0001-7678-3513"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan-Carlos Ruiz","raw_affiliation_strings":["Sistemas Tolerantes a Fallos, Instituto de Aplicaciones de las Tecnolog\u0131as de la Informaci\u00f3n y de las Comunicaciones Avanzadas, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Sistemas Tolerantes a Fallos, Instituto de Aplicaciones de las Tecnolog\u0131as de la Informaci\u00f3n y de las Comunicaciones Avanzadas, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029462583","display_name":"Jes\u00fas Friginal","orcid":"https://orcid.org/0000-0002-5885-6325"},"institutions":[{"id":"https://openalex.org/I190497903","display_name":"Laboratoire d'Analyse et d'Architecture des Syst\u00e8mes","ror":"https://ror.org/03vcm6439","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I190497903","https://openalex.org/I196454796","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210095849","https://openalex.org/I4210159245","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jesus Friginal","raw_affiliation_strings":["Laboratory for Analysis and Architecture of Systems, Toulouse, France","Laboratory for Analysis and Architecture of Systems  Toulouse France"],"affiliations":[{"raw_affiliation_string":"Laboratory for Analysis and Architecture of Systems, Toulouse, France","institution_ids":["https://openalex.org/I190497903"]},{"raw_affiliation_string":"Laboratory for Analysis and Architecture of Systems  Toulouse France","institution_ids":["https://openalex.org/I190497903"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102865079"],"corresponding_institution_ids":["https://openalex.org/I60053951"],"apc_list":null,"apc_paid":null,"fwci":1.4228,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.846768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"63","issue":"11","first_page":"2548","last_page":"2556"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T11357","display_name":"Risk and Safety Analysis","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9929999709129333,"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"}},{"id":"https://openalex.org/T13295","display_name":"Safety Systems Engineering in Autonomy","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dependability","display_name":"Dependability","score":0.9539006948471069},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.8983479738235474},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.8223456740379333},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.8142869472503662},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.7131868600845337},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6968928575515747},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6678319573402405},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5037142634391785},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.47528281807899475},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.385949969291687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21800222992897034},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.17575928568840027},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16318154335021973},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.15321120619773865}],"concepts":[{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.9539006948471069},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.8983479738235474},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8223456740379333},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.8142869472503662},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.7131868600845337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6968928575515747},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6678319573402405},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5037142634391785},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.47528281807899475},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.385949969291687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21800222992897034},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.17575928568840027},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16318154335021973},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.15321120619773865},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tim.2014.2348632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2014.2348632","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"},{"id":"pmh:oai:riunet.upv.es:10251/49002","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/49002","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:zenodo.org:14631636","is_oa":true,"landing_page_url":"https://doi.org/10.1109/TIM.2014.2348632","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:riunet.upv.es:10251/49002","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/49002","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1494237711","https://openalex.org/W1548144892","https://openalex.org/W1658471104","https://openalex.org/W1780780370","https://openalex.org/W1964560939","https://openalex.org/W1984896518","https://openalex.org/W2012955605","https://openalex.org/W2029278175","https://openalex.org/W2030000021","https://openalex.org/W2033442452","https://openalex.org/W2034960640","https://openalex.org/W2044322451","https://openalex.org/W2046980951","https://openalex.org/W2069657629","https://openalex.org/W2071427829","https://openalex.org/W2074757585","https://openalex.org/W2116396116","https://openalex.org/W2119525188","https://openalex.org/W2145071552","https://openalex.org/W2153710296","https://openalex.org/W2154748228","https://openalex.org/W2156997627","https://openalex.org/W2171947434","https://openalex.org/W2332636725","https://openalex.org/W2491555222","https://openalex.org/W4214763668","https://openalex.org/W4248461040"],"related_works":["https://openalex.org/W2155213617","https://openalex.org/W1548144892","https://openalex.org/W2163891891","https://openalex.org/W1523265213","https://openalex.org/W1653772324","https://openalex.org/W2030000021","https://openalex.org/W10297536","https://openalex.org/W3047627681","https://openalex.org/W2024008645","https://openalex.org/W2009028213"],"abstract_inverted_index":{"Dependability":[0],"benchmarks":[1],"are":[2,15,137],"aimed":[3],"at":[4],"comparing":[5],"and":[6,21,45,51,63,125,141],"selecting":[7],"alternatives":[8],"in":[9],"application":[10],"domains":[11],"where":[12],"faulty":[13],"conditions":[14],"present.":[16],"However,":[17],"despite":[18],"its":[19],"importance":[20],"intrinsic":[22],"complexity,":[23],"a":[24,34,92,130],"rigorous":[25],"decision":[26],"process":[27,48,90],"has":[28],"not":[29],"been":[30],"defined":[31],"yet.":[32],"As":[33],"result,":[35],"benchmark":[36,132],"conclusions":[37],"may":[38],"vary":[39],"from":[40,129],"one":[41],"evaluator":[42],"to":[43,53,110,139],"another,":[44],"often,":[46],"that":[47,66,116],"is":[49,108],"vague":[50],"hard":[52],"follow,":[54],"or":[55],"even":[56],"nonexistent.":[57],"This":[58],"situation":[59],"affects":[60],"the":[61,71,84,87,143],"repeatability":[62],"reproducibility":[64],"of":[65,73,86,114],"analysis":[67],"process,":[68],"making":[69],"difficult":[70],"cross-comparison":[72],"results":[74],"between":[75],"works.":[76],"To":[77],"mitigate":[78],"these":[79],"problems,":[80],"this":[81],"paper":[82],"proposes":[83],"integration":[85],"analytic":[88],"hierarchy":[89],"(AHP),":[91],"widely":[93],"used":[94,138],"multicriteria":[95],"decision-making":[96],"technique,":[97],"within":[98],"dependability":[99,131],"benchmarks.":[100],"In":[101],"addition,":[102],"an":[103],"assisted":[104],"pairwise":[105],"comparison":[106],"approach":[107],"proposed":[109,144],"automate":[111],"those":[112],"aspects":[113],"AHP":[115],"rely":[117],"on":[118],"judgmental":[119],"comparisons,":[120],"thus":[121],"granting":[122],"consistent,":[123],"repeatable,":[124],"reproducible":[126],"conclusions.":[127],"Results":[128],"for":[133],"wireless":[134],"sensor":[135],"networks":[136],"illustrate":[140],"validate":[142],"approach.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}