{"id":"https://openalex.org/W2783514191","doi":"https://doi.org/10.5539/cis.v11n1p65","title":"A Class Validation Proposal of a Pedagogic Domain Ontology based on Clustering Analysis","display_name":"A Class Validation Proposal of a Pedagogic Domain Ontology based on Clustering Analysis","publication_year":2018,"publication_date":"2018-01-16","ids":{"openalex":"https://openalex.org/W2783514191","doi":"https://doi.org/10.5539/cis.v11n1p65","mag":"2783514191"},"language":"en","primary_location":{"id":"doi:10.5539/cis.v11n1p65","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v11n1p65","pdf_url":"http://www.ccsenet.org/journal/index.php/cis/article/download/72987/40067","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.ccsenet.org/journal/index.php/cis/article/download/72987/40067","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006307757","display_name":"Yuridiana Alem\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I721619","display_name":"Benem\u00e9rita Universidad Aut\u00f3noma de Puebla","ror":"https://ror.org/03p2z7827","country_code":"MX","type":"education","lineage":["https://openalex.org/I721619"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Yuridiana Alem\u00e1n","raw_affiliation_strings":["Faculty of Computer Science, Benem\u00e9rita Universidad Aut\u00f3noma de Puebla, Puebla, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Benem\u00e9rita Universidad Aut\u00f3noma de Puebla, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I721619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028277470","display_name":"Mar\u00eda J. Somodevilla","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111321","display_name":"Universidad de Puebla","ror":"https://ror.org/02rsx0d74","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210111321"]},{"id":"https://openalex.org/I721619","display_name":"Benem\u00e9rita Universidad Aut\u00f3noma de Puebla","ror":"https://ror.org/03p2z7827","country_code":"MX","type":"education","lineage":["https://openalex.org/I721619"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Mar\u00eda J. Somodevilla","raw_affiliation_strings":["Faculty of Computer Science, Benemrita Universidad Autnoma de Puebla, Puebla, Mxico","Faculty of Computer Science, Benem\u00e9rita Universidad Aut\u00f3noma de Puebla, Puebla, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Benemrita Universidad Autnoma de Puebla, Puebla, Mxico","institution_ids":["https://openalex.org/I4210111321"]},{"raw_affiliation_string":"Faculty of Computer Science, Benem\u00e9rita Universidad Aut\u00f3noma de Puebla, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I721619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052100151","display_name":"Darnes Vilari\u00f1o","orcid":null},"institutions":[{"id":"https://openalex.org/I721619","display_name":"Benem\u00e9rita Universidad Aut\u00f3noma de Puebla","ror":"https://ror.org/03p2z7827","country_code":"MX","type":"education","lineage":["https://openalex.org/I721619"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Darnes Vilari\u00f1o","raw_affiliation_strings":["Faculty of Computer Science, Benem\u00e9rita Universidad Aut\u00f3noma de Puebla, Puebla, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Benem\u00e9rita Universidad Aut\u00f3noma de Puebla, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I721619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028277470"],"corresponding_institution_ids":["https://openalex.org/I4210111321","https://openalex.org/I721619"],"apc_list":null,"apc_paid":null,"fwci":0.1638,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55887982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11","issue":"1","first_page":"65","last_page":"65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9908999800682068,"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":0.9908999800682068,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9598000049591064,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9210000038146973,"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/computer-science","display_name":"Computer science","score":0.8745869398117065},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7638799548149109},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6929943561553955},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6641404628753662},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6108860969543457},{"id":"https://openalex.org/keywords/ontology-learning","display_name":"Ontology learning","score":0.5881454944610596},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5364208221435547},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.520486056804657},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.48443248867988586},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47611695528030396},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.43986624479293823},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3883996605873108},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3653067648410797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2854762077331543},{"id":"https://openalex.org/keywords/upper-ontology","display_name":"Upper ontology","score":0.2331065535545349},{"id":"https://openalex.org/keywords/suggested-upper-merged-ontology","display_name":"Suggested Upper Merged Ontology","score":0.08167406916618347}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8745869398117065},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7638799548149109},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6929943561553955},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6641404628753662},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6108860969543457},{"id":"https://openalex.org/C2777002027","wikidata":"https://www.wikidata.org/wiki/Q3620938","display_name":"Ontology learning","level":5,"score":0.5881454944610596},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5364208221435547},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.520486056804657},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.48443248867988586},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47611695528030396},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.43986624479293823},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3883996605873108},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3653067648410797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2854762077331543},{"id":"https://openalex.org/C78726541","wikidata":"https://www.wikidata.org/wiki/Q3882785","display_name":"Upper ontology","level":3,"score":0.2331065535545349},{"id":"https://openalex.org/C50971890","wikidata":"https://www.wikidata.org/wiki/Q7635093","display_name":"Suggested Upper Merged Ontology","level":4,"score":0.08167406916618347},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5539/cis.v11n1p65","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v11n1p65","pdf_url":"http://www.ccsenet.org/journal/index.php/cis/article/download/72987/40067","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5539/cis.v11n1p65","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v11n1p65","pdf_url":"http://www.ccsenet.org/journal/index.php/cis/article/download/72987/40067","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323791","display_name":"Benem\u00e9rita Universidad Aut\u00f3noma de Puebla","ror":"https://ror.org/03p2z7827"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2783514191.pdf","grobid_xml":"https://content.openalex.org/works/W2783514191.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W37295454","https://openalex.org/W72336979","https://openalex.org/W143712883","https://openalex.org/W259338706","https://openalex.org/W1500061040","https://openalex.org/W1509392121","https://openalex.org/W1574901103","https://openalex.org/W1820435729","https://openalex.org/W1968383117","https://openalex.org/W1996589897","https://openalex.org/W2015695883","https://openalex.org/W2034147244","https://openalex.org/W2035758533","https://openalex.org/W2051805569","https://openalex.org/W2073459066","https://openalex.org/W2089704238","https://openalex.org/W2091855347","https://openalex.org/W2101234009","https://openalex.org/W2108379773","https://openalex.org/W2109515600","https://openalex.org/W2118988083","https://openalex.org/W2124436241","https://openalex.org/W2132914434","https://openalex.org/W2140190241","https://openalex.org/W2146706970","https://openalex.org/W2242116903","https://openalex.org/W2296397953","https://openalex.org/W2521131012","https://openalex.org/W2522243200","https://openalex.org/W2523106866","https://openalex.org/W2535417751","https://openalex.org/W2539200547","https://openalex.org/W2738323620","https://openalex.org/W2767733304","https://openalex.org/W2773493561","https://openalex.org/W3004432183","https://openalex.org/W3012318127","https://openalex.org/W3214977618","https://openalex.org/W4285719527","https://openalex.org/W4298442571","https://openalex.org/W6601482712","https://openalex.org/W6654560790","https://openalex.org/W6659225119","https://openalex.org/W6668990524","https://openalex.org/W6672687440","https://openalex.org/W6675354045","https://openalex.org/W6676340438","https://openalex.org/W6680704940","https://openalex.org/W6690606725","https://openalex.org/W7075318595"],"related_works":["https://openalex.org/W2024342824","https://openalex.org/W1771592750","https://openalex.org/W4255991504","https://openalex.org/W169590660","https://openalex.org/W1576659514","https://openalex.org/W2138657316","https://openalex.org/W4240164716","https://openalex.org/W2154142558","https://openalex.org/W2227378261","https://openalex.org/W2753905564"],"abstract_inverted_index":{"The":[0,19],"knowledge":[1],"bases":[2],"of":[3,28,55,111],"the":[4,38,41,88,95,98,102,106,109,114,121,125,129],"Web":[5],"are":[6],"fundamentally":[7],"organized":[8],"in":[9,11,71,74,87],"ontologies":[10,20],"order":[12],"to":[13,93],"answer":[14],"queries":[15],"based":[16],"on":[17],"semantics.":[18],"learning":[21],"process":[22],"comprises":[23],"three":[24],"fundamental":[25],"steps:":[26],"creation":[27],"classes":[29,42],"and":[30,33,83],"relationships,":[31],"population":[32],"evaluation.":[34],"In":[35],"this":[36],"paper":[37],"focus":[39],"includes":[40],"creation,":[43],"by":[44,128],"introducing":[45],"a":[46,59,63,78],"class":[47],"validation":[48],"proposal":[49],"using":[50],"clustering":[51],"analysis.":[52],"As":[53],"case":[54,110],"study":[56,112],"was":[57,65,85],"selected":[58],"pedagogical":[60],"domain,":[61],"where":[62],"corpus":[64],"semi-automatically":[66],"built,":[67],"from":[68],"articles":[69],"written":[70],"Spanish":[72],"published":[73],"Social":[75],"Sciences.":[76],"Moreover,":[77],"dictionary":[79],"containing":[80],"classes,":[81],"concepts":[82,96],"synonyms":[84],"included":[86],"experiments.":[89],"Clustering":[90],"analysis":[91,116],"allowed":[92],"verify":[94],"that":[97,124],"experts":[99],"considered":[100],"as":[101],"most":[103],"important":[104],"for":[105],"domain.":[107],"For":[108],"selected,":[113],"cluster":[115],"step":[117],"reports":[118],"clusters":[119,126],"with":[120],"same":[122],"instances":[123],"defined":[127],"experts.":[130]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
