{"id":"https://openalex.org/W3217405262","doi":"https://doi.org/10.31940/matrix.v11i3.119-129","title":"Optimization of data integration using schema matching of linguistic-based and constraint-based in the university database","display_name":"Optimization of data integration using schema matching of linguistic-based and constraint-based in the university database","publication_year":2021,"publication_date":"2021-11-28","ids":{"openalex":"https://openalex.org/W3217405262","doi":"https://doi.org/10.31940/matrix.v11i3.119-129","mag":"3217405262"},"language":"en","primary_location":{"id":"doi:10.31940/matrix.v11i3.119-129","doi":"https://doi.org/10.31940/matrix.v11i3.119-129","is_oa":true,"landing_page_url":"https://doi.org/10.31940/matrix.v11i3.119-129","pdf_url":"https://ojs2.pnb.ac.id/index.php/MATRIX/article/download/38/30","source":{"id":"https://openalex.org/S4210192505","display_name":"Matrix Jurnal Manajemen Teknologi dan Informatika","issn_l":"2088-284X","issn":["2088-284X","2580-5630"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314916","host_organization_name":"Politeknik Negeri Bali","host_organization_lineage":["https://openalex.org/P4310314916"],"host_organization_lineage_names":["Politeknik Negeri Bali"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Matrix : Jurnal Manajemen Teknologi dan Informatika","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs2.pnb.ac.id/index.php/MATRIX/article/download/38/30","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Universitas Bumigora, Indonesia","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405266341","display_name":"Universitas Bumigora","ror":"https://ror.org/027r5pw20","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405266341"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Universitas Bumigora, Indonesia","raw_affiliation_strings":["Universitas Bumigora, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Bumigora, Indonesia","institution_ids":["https://openalex.org/I4405266341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069102693","display_name":"Rifqi Hammad","orcid":"https://orcid.org/0009-0001-7489-5885","observed_orcids":["https://orcid.org/0009-0001-7489-5885"]},"institutions":[{"id":"https://openalex.org/I4405266341","display_name":"Universitas Bumigora","ror":"https://ror.org/027r5pw20","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405266341"]},{"id":"https://openalex.org/I4405276367","display_name":"Institut Shanti Bhuana","ror":"https://ror.org/0592a9t34","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405276367"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rifqi Hammad","raw_affiliation_strings":["Universitas Bumigora, Indonesia","Institut Shanti Bhuana, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Bumigora, Indonesia","institution_ids":["https://openalex.org/I4405266341"]},{"raw_affiliation_string":"Institut Shanti Bhuana, Indonesia","institution_ids":["https://openalex.org/I4405276367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074419579","display_name":"Azriel Christian Nurcahyo","orcid":"https://orcid.org/0000-0002-6082-4891","observed_orcids":["https://orcid.org/0000-0002-6082-4891","https://orcid.org/0000-0002-3363-8268"]},"institutions":[{"id":"https://openalex.org/I4405266341","display_name":"Universitas Bumigora","ror":"https://ror.org/027r5pw20","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405266341"]},{"id":"https://openalex.org/I4405276367","display_name":"Institut Shanti Bhuana","ror":"https://ror.org/0592a9t34","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405276367"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Azriel Christian Nurcahyo","raw_affiliation_strings":["Institut Shanti Bhuana, Indonesia","Universitas Bumigora, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Shanti Bhuana, Indonesia","institution_ids":["https://openalex.org/I4405276367"]},{"raw_affiliation_string":"Universitas Bumigora, Indonesia","institution_ids":["https://openalex.org/I4405266341"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Universitas Bumigora, Indonesia","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405266341","display_name":"Universitas Bumigora","ror":"https://ror.org/027r5pw20","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405266341"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Universitas Bumigora, Indonesia","raw_affiliation_strings":["Universitas Bumigora, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Bumigora, Indonesia","institution_ids":["https://openalex.org/I4405266341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112616756","display_name":"Ahmad Zuli Amrullah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405266341","display_name":"Universitas Bumigora","ror":"https://ror.org/027r5pw20","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405266341"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ahmad Zuli Amrullah","raw_affiliation_strings":["Universitas Bumigora, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Bumigora, Indonesia","institution_ids":["https://openalex.org/I4405266341"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Universitas Bumigora, Indonesia","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Universitas Bumigora, Indonesia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012381856","display_name":"Pahrul Irfan","orcid":"https://orcid.org/0000-0001-6422-7026","observed_orcids":["https://orcid.org/0000-0001-6422-7026"]},"institutions":[{"id":"https://openalex.org/I4405266341","display_name":"Universitas Bumigora","ror":"https://ror.org/027r5pw20","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405266341"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Pahrul Irfan","raw_affiliation_strings":["Universitas Bumigora, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Bumigora, Indonesia","institution_ids":["https://openalex.org/I4405266341"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Universitas Bumigora, Indonesia","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Universitas Bumigora, Indonesia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037606844","display_name":"Kurniadin Abd. Latif","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405266341","display_name":"Universitas Bumigora","ror":"https://ror.org/027r5pw20","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405266341"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Kurniadin Abd. Latif","raw_affiliation_strings":["Universitas Bumigora, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Bumigora, Indonesia","institution_ids":["https://openalex.org/I4405266341"]}]},{"author_position":"last","author":{"id":null,"display_name":"Universitas Bumigora, Indonesi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Universitas Bumigora, Indonesi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9569,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.77757084,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":"3","first_page":"119","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.6830999851226807,"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/T11719","display_name":"Data Quality and Management","score":0.6830999851226807,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.18979999423027039,"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":0.0737999975681305,"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/data-integration","display_name":"data integration","score":0.9649999737739563},{"id":"https://openalex.org/keywords/schema-matching","display_name":"schema matching","score":0.996999979019165},{"id":"https://openalex.org/keywords/university-databases","display_name":"university databases","score":0.7210000157356262},{"id":"https://openalex.org/keywords/database-normalization","display_name":"database normalization","score":0.7739999890327454},{"id":"https://openalex.org/keywords/data-redundancy","display_name":"data redundancy","score":0.5669999718666077},{"id":"https://openalex.org/keywords/data-inconsistency","display_name":"data inconsistency","score":0.6290000081062317},{"id":"https://openalex.org/keywords/heterogeneous-databases","display_name":"heterogeneous databases","score":0.5389999747276306}],"concepts":[{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.7620064616203308},{"id":"https://openalex.org/C2777327318","wikidata":"https://www.wikidata.org/wiki/Q1408390","display_name":"Schema matching","level":3,"score":0.7240139245986938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7199587225914001},{"id":"https://openalex.org/C30775581","wikidata":"https://www.wikidata.org/wiki/Q632285","display_name":"Database schema","level":3,"score":0.5988889336585999},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.544672966003418},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5351183414459229},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.506215512752533},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4642767310142517},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3883155882358551},{"id":"https://openalex.org/C148840519","wikidata":"https://www.wikidata.org/wiki/Q1049878","display_name":"Database design","level":2,"score":0.38335901498794556},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14169874787330627},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09616661071777344}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.31940/matrix.v11i3.119-129","doi":"https://doi.org/10.31940/matrix.v11i3.119-129","is_oa":true,"landing_page_url":"https://doi.org/10.31940/matrix.v11i3.119-129","pdf_url":"https://ojs2.pnb.ac.id/index.php/MATRIX/article/download/38/30","source":{"id":"https://openalex.org/S4210192505","display_name":"Matrix Jurnal Manajemen Teknologi dan Informatika","issn_l":"2088-284X","issn":["2088-284X","2580-5630"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314916","host_organization_name":"Politeknik Negeri Bali","host_organization_lineage":["https://openalex.org/P4310314916"],"host_organization_lineage_names":["Politeknik Negeri Bali"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Matrix : Jurnal Manajemen Teknologi dan Informatika","raw_type":"journal-article"},{"id":"doi:10.31940/matrix.v3i11.119-129","doi":"https://doi.org/10.31940/matrix.v3i11.119-129","is_oa":true,"landing_page_url":"https://doi.org/10.31940/matrix.v3i11.119-129","pdf_url":null,"source":{"id":"https://openalex.org/S4210192505","display_name":"Matrix Jurnal Manajemen Teknologi dan Informatika","issn_l":"2088-284X","issn":["2088-284X","2580-5630"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314916","host_organization_name":"Politeknik Negeri Bali","host_organization_lineage":["https://openalex.org/P4310314916"],"host_organization_lineage_names":["Politeknik Negeri Bali"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Matrix : Jurnal Manajemen Teknologi dan Informatika","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c687f2762dd0417e972cd5aaeeddba97","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/c687f2762dd0417e972cd5aaeeddba97","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,"listed_in":[],"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":"Matrix: Jurnal Manajemen Teknologi dan Informatika, Vol 11, Iss 3, Pp 119-129 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.31940/matrix.v11i3.119-129","doi":"https://doi.org/10.31940/matrix.v11i3.119-129","is_oa":true,"landing_page_url":"https://doi.org/10.31940/matrix.v11i3.119-129","pdf_url":"https://ojs2.pnb.ac.id/index.php/MATRIX/article/download/38/30","source":{"id":"https://openalex.org/S4210192505","display_name":"Matrix Jurnal Manajemen Teknologi dan Informatika","issn_l":"2088-284X","issn":["2088-284X","2580-5630"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314916","host_organization_name":"Politeknik Negeri Bali","host_organization_lineage":["https://openalex.org/P4310314916"],"host_organization_lineage_names":["Politeknik Negeri Bali"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Matrix : Jurnal Manajemen Teknologi dan Informatika","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3217405262.pdf","grobid_xml":"https://content.openalex.org/works/W3217405262.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W38452177","https://openalex.org/W89761811","https://openalex.org/W161908751","https://openalex.org/W2082258563","https://openalex.org/W2165418436","https://openalex.org/W2401631442","https://openalex.org/W2637798757","https://openalex.org/W2746619552","https://openalex.org/W2786808427","https://openalex.org/W2948230703","https://openalex.org/W2990525732","https://openalex.org/W3141261005","https://openalex.org/W4285673488"],"related_works":["https://openalex.org/W2938811602","https://openalex.org/W4383000836","https://openalex.org/W2786808427","https://openalex.org/W180239526","https://openalex.org/W1997692906","https://openalex.org/W7017377431","https://openalex.org/W1553776944","https://openalex.org/W2118783762","https://openalex.org/W2165918986","https://openalex.org/W2366796078"],"abstract_inverted_index":{"University":[0],"requires":[1],"the":[2,24,47,89,101,111,118,125,159,173,178],"integration":[3,36,68,99,155],"of":[4,34,42,49,88,113,127,195],"data":[5,26,35,67,98,154,160,180,190,196],"from":[6,172],"one":[7,41,59],"system":[8],"with":[9,28],"other":[10,166],"systems":[11,167,184,199],"as":[12,94],"needed.":[13],"This":[14,148,176],"is":[15,44,58,82,121],"because":[16,158],"there":[17],"are":[18,92],"still":[19],"many":[20],"processes":[21],"to":[22,46,65],"input":[23],"same":[25,179],"but":[27],"different":[29,183,198],"information":[30,54],"systems.":[31],"The":[32,74,86,104,135],"application":[33],"generally":[37],"has":[38,168],"several":[39],"obstacles,":[40],"which":[43],"due":[45],"diversity":[48],"databases":[50],"used":[51,64,78,93,164],"by":[52,71,129,139,165,170,193],"each":[53],"system.":[55],"Schema":[56],"matching":[57,76,90],"method":[60,77],"that":[61,120,151],"can":[62,185,200],"be":[63,186,201],"overcome":[66],"problems":[69],"caused":[70,138,192],"database":[72,102,119],"diversity.":[73],"schema":[75],"in":[79,110,117,124],"this":[80],"research":[81,149],"linguistic":[83],"and":[84,115,132,142,146,163,188],"constraint.":[85],"results":[87],"scheme":[91],"material":[95],"for":[96],"optimizing":[97],"at":[100],"level.":[103],"optimization":[105],"process":[106],"shows":[107,150],"a":[108,122],"change":[109],"number":[112,126],"tables":[114,128,131,141],"attributes":[116,143],"decrease":[123],"13":[130],"492":[133],"attributes.":[134],"changes":[136],"were":[137,144],"some":[140],"omitted":[145],"normalized.":[147],"after":[152],"optimization,":[153],"becomes":[156],"better":[157],"was":[161],"connected":[162],"increased":[169],"46.67%":[171],"previous":[174],"amount.":[175],"causes":[177],"entry":[181],"on":[182,197],"reduced":[187],"also":[189],"inconsistencies":[191],"duplication":[194],"minimized.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2021-12-06T00:00:00"}
