{"id":"https://openalex.org/W3048928518","doi":"https://doi.org/10.1109/access.2020.3015789","title":"An Automated Process for the Repository-Based Analysis of Ontology Structural Metrics","display_name":"An Automated Process for the Repository-Based Analysis of Ontology Structural Metrics","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3048928518","doi":"https://doi.org/10.1109/access.2020.3015789","mag":"3048928518"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3015789","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3015789","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09164965.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09164965.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037497617","display_name":"Jos\u00e9 Antonio Bernab\u00e9-D\u00edaz","orcid":"https://orcid.org/0000-0002-0604-988X"},"institutions":[{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jose Antonio Bernabe-Diaz","raw_affiliation_strings":["Departamento de Inform\u00e1tica y Sistemas, Universidad de Murcia, CEIR Campus Mare Nostrum, IMIB-Arrixaca, Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0604-988X","affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica y Sistemas, Universidad de Murcia, CEIR Campus Mare Nostrum, IMIB-Arrixaca, Murcia, Spain","institution_ids":["https://openalex.org/I80180929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040586050","display_name":"Manuel Franco","orcid":"https://orcid.org/0000-0002-9168-7017"},"institutions":[{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Franco-Nicolas","raw_affiliation_strings":["Departamento de Estad\u00edstica e Investigaci\u00f3n Operativa, Universidad de Murcia, CEIR Campus Mare Nostrum, IMIB-Arrixaca, Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9168-7017","affiliations":[{"raw_affiliation_string":"Departamento de Estad\u00edstica e Investigaci\u00f3n Operativa, Universidad de Murcia, CEIR Campus Mare Nostrum, IMIB-Arrixaca, Murcia, Spain","institution_ids":["https://openalex.org/I80180929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062487469","display_name":"Juana-Mar\u00eda Vivo","orcid":"https://orcid.org/0000-0002-1654-3398"},"institutions":[{"id":"https://openalex.org/I111262870","display_name":"Universitat de Miguel Hern\u00e1ndez d'Elx","ror":"https://ror.org/01azzms13","country_code":"ES","type":"education","lineage":["https://openalex.org/I111262870"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juana Maria Vivo-Molina","raw_affiliation_strings":["Center of Operations Research, Miguel Hern\u00e1ndez University of Elche, Elche, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1654-3398","affiliations":[{"raw_affiliation_string":"Center of Operations Research, Miguel Hern\u00e1ndez University of Elche, Elche, Spain","institution_ids":["https://openalex.org/I111262870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018327800","display_name":"Manuel Quesada-Mart\u00ednez","orcid":"https://orcid.org/0000-0003-0487-308X"},"institutions":[{"id":"https://openalex.org/I4210150825","display_name":"Universidad Aut\u00f3noma Latinoamericana","ror":"https://ror.org/05tkb8v92","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210150825"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Manuel Quesada-Martinez","raw_affiliation_strings":["Grupo de Investigaci\u00f3n INGECO, Facultad de Ingenier\u00edas, Universidad Aut\u00f3noma Latinoamericana (UNAULA), Medell\u00edn, Colombia"],"raw_orcid":"https://orcid.org/0000-0003-0487-308X","affiliations":[{"raw_affiliation_string":"Grupo de Investigaci\u00f3n INGECO, Facultad de Ingenier\u00edas, Universidad Aut\u00f3noma Latinoamericana (UNAULA), Medell\u00edn, Colombia","institution_ids":["https://openalex.org/I4210150825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045810720","display_name":"Astrid Duque-Ramos","orcid":"https://orcid.org/0000-0001-6233-6384"},"institutions":[{"id":"https://openalex.org/I4210150825","display_name":"Universidad Aut\u00f3noma Latinoamericana","ror":"https://ror.org/05tkb8v92","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210150825"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Astrid Duque-Ramos","raw_affiliation_strings":["Grupo de Investigaci\u00f3n INGECO, Facultad de Ingenier\u00edas, Universidad Aut\u00f3noma Latinoamericana (UNAULA), Medell\u00edn, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grupo de Investigaci\u00f3n INGECO, Facultad de Ingenier\u00edas, Universidad Aut\u00f3noma Latinoamericana (UNAULA), Medell\u00edn, Colombia","institution_ids":["https://openalex.org/I4210150825"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086790858","display_name":"Jesualdo Tom\u00e1s Fern\u00e1ndez\u2010Breis","orcid":"https://orcid.org/0000-0002-7558-2880"},"institutions":[{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jesualdo Tomas Fernandez-Breis","raw_affiliation_strings":["Departamento de Inform\u00e1tica y Sistemas, Universidad de Murcia, CEIR Campus Mare Nostrum, IMIB-Arrixaca, Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7558-2880","affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica y Sistemas, Universidad de Murcia, CEIR Campus Mare Nostrum, IMIB-Arrixaca, Murcia, Spain","institution_ids":["https://openalex.org/I80180929"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5037497617"],"corresponding_institution_ids":["https://openalex.org/I80180929"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.136,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55609894,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"148722","last_page":"148743"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.987500011920929,"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/ontology","display_name":"Ontology","score":0.7763816118240356},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7715722918510437},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6732919216156006},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6385172605514526},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5624492168426514},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5063279867172241},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4942619800567627},{"id":"https://openalex.org/keywords/cosine-similarity","display_name":"Cosine similarity","score":0.4481852054595947},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4405496418476105},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41720470786094666},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19029971957206726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1689692735671997}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7763816118240356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7715722918510437},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6732919216156006},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6385172605514526},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5624492168426514},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5063279867172241},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4942619800567627},{"id":"https://openalex.org/C2780762811","wikidata":"https://www.wikidata.org/wiki/Q1784941","display_name":"Cosine similarity","level":3,"score":0.4481852054595947},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4405496418476105},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41720470786094666},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19029971957206726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1689692735671997},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3015789","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3015789","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09164965.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d2bc9b399899461bac6c7776a61eac9e","is_oa":true,"landing_page_url":"https://doaj.org/article/d2bc9b399899461bac6c7776a61eac9e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 148722-148743 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3015789","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3015789","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09164965.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3099639576","display_name":null,"funder_award_id":"TIN2017-85949-C2-1-R","funder_id":"https://openalex.org/F4320326262","funder_display_name":"Ministerio de Asuntos Econ\u00f3micos y Transformaci\u00f3n Digital, Gobierno de Espa\u00f1a"},{"id":"https://openalex.org/G4891866381","display_name":null,"funder_award_id":"TIN2017-85949-C2-1-R","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320326262","display_name":"Ministerio de Asuntos Econ\u00f3micos y Transformaci\u00f3n Digital, Gobierno de Espa\u00f1a","ror":"https://ror.org/03sv46s19"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3048928518.pdf","grobid_xml":"https://content.openalex.org/works/W3048928518.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W136568393","https://openalex.org/W1483046884","https://openalex.org/W1493454437","https://openalex.org/W1974896839","https://openalex.org/W1987006508","https://openalex.org/W1987971958","https://openalex.org/W2029064186","https://openalex.org/W2047930155","https://openalex.org/W2049625541","https://openalex.org/W2051224630","https://openalex.org/W2065452689","https://openalex.org/W2091729411","https://openalex.org/W2096976625","https://openalex.org/W2106082532","https://openalex.org/W2113142309","https://openalex.org/W2115271687","https://openalex.org/W2123152121","https://openalex.org/W2132590878","https://openalex.org/W2140141476","https://openalex.org/W2145974401","https://openalex.org/W2155063366","https://openalex.org/W2155249637","https://openalex.org/W2158191506","https://openalex.org/W2158864412","https://openalex.org/W2165182253","https://openalex.org/W2170111518","https://openalex.org/W2170436324","https://openalex.org/W2347376683","https://openalex.org/W2532736362","https://openalex.org/W2625128610","https://openalex.org/W2754044188","https://openalex.org/W2768294129","https://openalex.org/W2770044072","https://openalex.org/W2772877400","https://openalex.org/W2779374146","https://openalex.org/W2792320770","https://openalex.org/W2841402245","https://openalex.org/W2874411262","https://openalex.org/W2897098291","https://openalex.org/W2901308551","https://openalex.org/W2901772563","https://openalex.org/W2911924245","https://openalex.org/W2946798763","https://openalex.org/W2952037138","https://openalex.org/W2952076809","https://openalex.org/W2953316154","https://openalex.org/W2971201090","https://openalex.org/W2985505473","https://openalex.org/W3019913914","https://openalex.org/W3100987608","https://openalex.org/W4232345992","https://openalex.org/W4236236547","https://openalex.org/W4242401062","https://openalex.org/W6746464453","https://openalex.org/W6769637864"],"related_works":["https://openalex.org/W2389818373","https://openalex.org/W4392445444","https://openalex.org/W4396220545","https://openalex.org/W2220831889","https://openalex.org/W4312683641","https://openalex.org/W3027421045","https://openalex.org/W4405933298","https://openalex.org/W3013312691","https://openalex.org/W2980386803","https://openalex.org/W3215994059"],"abstract_inverted_index":{"Quantitative":[0],"metrics":[1,24,69,79,139,226,255],"are":[2],"generally":[3],"applied":[4,260],"by":[5,105,140,159],"scientists":[6],"to":[7,28,238,261],"measure":[8],"and":[9,15,61,72,86,215,256],"assess":[10],"the":[11,35,50,59,64,83,99,107,114,134,142,164,168,175,181,184,187,195,205,208,217,221,225,228,233],"properties":[12,51,162],"of":[13,23,32,52,67,116,136,144,148,163,177,183,186,190,207,224,242,264],"data":[14],"knowledge":[16,57],"resources.":[17],"In":[18,125,210],"ontology":[19,77,88,137,254],"engineering,":[20],"a":[21,200,239],"number":[22,147,155,235,241],"have":[25],"been":[26],"developed":[27],"analyse":[29],"different":[30],"features":[31],"ontologies":[33,53],"in":[34,220],"last":[36],"few":[37],"years.":[38],"However,":[39],"this":[40,126,211],"community":[41],"has":[42],"not":[43,251],"generated":[44,55,165],"any":[45],"standard":[46],"framework":[47],"for":[48,70,119,133,150,173,199,244,253],"studying":[49],"or":[54],"sufficient":[56],"about":[58],"usefulness":[60],"validity":[62],"as":[63],"measurement":[65],"instrument":[66],"these":[68],"evaluating":[71],"comparing":[73],"ontologies.":[74],"Recently,":[75],"19":[76],"structural":[78,138],"were":[80],"studied":[81],"using":[82,160,232],"OBO":[84],"Foundry":[85],"AgroPortal":[87],"repositories.":[89],"This":[90,153],"study":[91,135],"was":[92],"based":[93],"on":[94,194,204,227],"how":[95],"each":[96,151],"metric":[97,121],"partitioned":[98],"two":[100,178,196,229],"datasets":[101,197],"into":[102],"five":[103,117],"groups":[104],"applying":[106],"k-means":[108],"algorithm.":[109],"The":[110,192,247],"results":[111,193],"suggested":[112],"that":[113],"use":[115],"clusters":[118,149,243],"every":[120,245],"might":[122],"be":[123,259],"suboptimal.":[124],"paper,":[127,212],"we":[128,213],"propose":[129],"an":[130,145],"automated":[131],"process":[132],"including":[141],"selection":[143],"optimal":[146,154,234],"metric.":[152,246],"is":[156,171,250],"automatically":[157],"obtained":[158],"statistical":[161],"clusters.":[166],"Moreover,":[167],"cosine":[169],"similarity":[170,176],"used":[172],"estimating":[174],"repositories":[179,230],"from":[180],"perspective":[182,203],"behaviour":[185,206,223],"same":[188],"set":[189],"metrics.":[191,209,265],"allow":[198],"more":[201],"realistic":[202],"show":[214],"discuss":[216],"difference":[218],"observed":[219],"comparative":[222],"when":[231],"with":[236],"respect":[237],"predetermined":[240],"proposed":[248],"method":[249],"specific":[252],"therefore,":[257],"can":[258],"other":[262],"types":[263]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
