{"id":"https://openalex.org/W2096967891","doi":"https://doi.org/10.1145/1774088.1774391","title":"An ontology-based software framework to provide educational data mining","display_name":"An ontology-based software framework to provide educational data mining","publication_year":2010,"publication_date":"2010-03-22","ids":{"openalex":"https://openalex.org/W2096967891","doi":"https://doi.org/10.1145/1774088.1774391","mag":"2096967891"},"language":"en","primary_location":{"id":"doi:10.1145/1774088.1774391","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1774088.1774391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 ACM Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021856907","display_name":"T\u00e1rsis Marinho","orcid":null},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Tarsis Marinho","raw_affiliation_strings":["Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039992864","display_name":"Evandro Costa","orcid":"https://orcid.org/0000-0003-4663-8715"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Evandro B. Costa","raw_affiliation_strings":["Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045127762","display_name":"Diego Dermeval","orcid":null},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diego Dermeval","raw_affiliation_strings":["Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101430598","display_name":"Rafael Ferreira","orcid":"https://orcid.org/0000-0002-0448-0000"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael Ferreira","raw_affiliation_strings":["Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108502084","display_name":"Lucas M. Braz","orcid":null},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas M. Braz","raw_affiliation_strings":["Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061181768","display_name":"Ig Ibert Bittencourt","orcid":"https://orcid.org/0000-0001-5676-2280"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ig Ibert Bittencourt","raw_affiliation_strings":["Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045191927","display_name":"Henrique Pacca Loureiro Luna","orcid":"https://orcid.org/0000-0002-7772-4213"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Henrique Pacca L. Luna","raw_affiliation_strings":["Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Alagoas, Macei\u00f3, Alagoas, Brazil","institution_ids":["https://openalex.org/I79889768"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5021856907"],"corresponding_institution_ids":["https://openalex.org/I79889768"],"apc_list":null,"apc_paid":null,"fwci":1.3874,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88454164,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1433","last_page":"1437"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9955000281333923,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9955000281333923,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.994700014591217,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9939000010490417,"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":0.8148059248924255},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7715249061584473},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6262378096580505},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.5790117383003235},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.501561164855957},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.49052733182907104},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4785919189453125},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47080764174461365},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.46530893445014954},{"id":"https://openalex.org/keywords/software-architecture","display_name":"Software architecture","score":0.41703057289123535},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3874529004096985},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32389408349990845}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8148059248924255},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7715249061584473},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6262378096580505},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.5790117383003235},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.501561164855957},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.49052733182907104},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4785919189453125},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47080764174461365},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.46530893445014954},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.41703057289123535},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3874529004096985},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32389408349990845},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1774088.1774391","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1774088.1774391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 ACM Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1506285740","https://openalex.org/W1569028978","https://openalex.org/W1833977909","https://openalex.org/W1997009252","https://openalex.org/W2027711578","https://openalex.org/W2037253603","https://openalex.org/W2041278544","https://openalex.org/W2076980418","https://openalex.org/W2101780042","https://openalex.org/W2149706766","https://openalex.org/W2153233077","https://openalex.org/W2966207845","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2003333417","https://openalex.org/W4236696095","https://openalex.org/W3143779693","https://openalex.org/W2626808643","https://openalex.org/W2004064826","https://openalex.org/W3103727510","https://openalex.org/W97045569","https://openalex.org/W2378862226","https://openalex.org/W118236634","https://openalex.org/W2355326633"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3,27],"ontology-based":[4],"software":[5],"framework":[6,45],"for":[7,54],"providing":[8],"educational":[9],"data":[10],"mining":[11,18],"applications,":[12],"mainly":[13],"offering":[14],"flexibility":[15],"of":[16,26],"encapsulate":[17],"techniques":[19],"with":[20],"semantic":[21],"web":[22],"services.":[23],"It":[24],"consists":[25],"architecture":[28],"based":[29],"on":[30],"three":[31],"layers.":[32],"A":[33],"case":[34],"study":[35],"and":[36,58],"illustrative":[37],"scenario":[38],"have":[39],"been":[40],"implemented":[41],"to":[42],"evaluate":[43],"the":[44,48,51,56,59],"feasibility.":[46],"Currently,":[47],"evaluation":[49],"shows":[50],"pontential":[52],"benefits":[53],"both":[55],"developer":[57],"teacher.":[60]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
