{"id":"https://openalex.org/W2903173720","doi":"https://doi.org/10.1109/snams.2018.8554915","title":"An Approach to Data Quality Evaluation","display_name":"An Approach to Data Quality Evaluation","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2903173720","doi":"https://doi.org/10.1109/snams.2018.8554915","mag":"2903173720"},"language":"en","primary_location":{"id":"doi:10.1109/snams.2018.8554915","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams.2018.8554915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Fifth International Conference on Social Networks Analysis, Management and Security (SNAMS)","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/A5067580342","display_name":"J\u0101nis Bi\u010devskis","orcid":"https://orcid.org/0000-0001-5298-9859"},"institutions":[{"id":"https://openalex.org/I91123046","display_name":"University of Latvia","ror":"https://ror.org/05g3mes96","country_code":"LV","type":"education","lineage":["https://openalex.org/I91123046"]}],"countries":["LV"],"is_corresponding":true,"raw_author_name":"Janis Bicevskis","raw_affiliation_strings":["Faculty of Computing, University of Latvia, Riga, Latvia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, University of Latvia, Riga, Latvia","institution_ids":["https://openalex.org/I91123046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060155875","display_name":"Zane Bi\u010devska","orcid":"https://orcid.org/0000-0002-5252-7336"},"institutions":[{"id":"https://openalex.org/I91123046","display_name":"University of Latvia","ror":"https://ror.org/05g3mes96","country_code":"LV","type":"education","lineage":["https://openalex.org/I91123046"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Zane Bicevska","raw_affiliation_strings":["Faculty of Computing, University of Latvia, Riga, Latvia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, University of Latvia, Riga, Latvia","institution_ids":["https://openalex.org/I91123046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086523033","display_name":"Anastasija Nikiforova","orcid":"https://orcid.org/0000-0002-0532-3488"},"institutions":[{"id":"https://openalex.org/I91123046","display_name":"University of Latvia","ror":"https://ror.org/05g3mes96","country_code":"LV","type":"education","lineage":["https://openalex.org/I91123046"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Anastasija Nikiforova","raw_affiliation_strings":["Faculty of Computing, University of Latvia, Riga, Latvia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, University of Latvia, Riga, Latvia","institution_ids":["https://openalex.org/I91123046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083513948","display_name":"Ivo Od\u012btis","orcid":"https://orcid.org/0000-0003-2354-3780"},"institutions":[{"id":"https://openalex.org/I91123046","display_name":"University of Latvia","ror":"https://ror.org/05g3mes96","country_code":"LV","type":"education","lineage":["https://openalex.org/I91123046"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Ivo Oditis","raw_affiliation_strings":["Faculty of Computing, University of Latvia, Riga, Latvia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, University of Latvia, Riga, Latvia","institution_ids":["https://openalex.org/I91123046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067580342"],"corresponding_institution_ids":["https://openalex.org/I91123046"],"apc_list":null,"apc_paid":null,"fwci":1.4823,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.84634084,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"196","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":1.0,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9878000020980835,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9828000068664551,"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":0.8169155716896057},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.7277170419692993},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.6326550245285034},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5794824361801147},{"id":"https://openalex.org/keywords/data-model","display_name":"Data model (GIS)","score":0.5521690249443054},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.48043298721313477},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47393208742141724},{"id":"https://openalex.org/keywords/domain-model","display_name":"Domain model","score":0.4504264295101166},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.4164218604564667},{"id":"https://openalex.org/keywords/logical-data-model","display_name":"Logical data model","score":0.4104922413825989},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3815651834011078},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3799360990524292},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3610575795173645},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.1302836835384369},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1104632318019867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10775145888328552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8169155716896057},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.7277170419692993},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.6326550245285034},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5794824361801147},{"id":"https://openalex.org/C100463513","wikidata":"https://www.wikidata.org/wiki/Q5227322","display_name":"Data model (GIS)","level":2,"score":0.5521690249443054},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.48043298721313477},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47393208742141724},{"id":"https://openalex.org/C92548554","wikidata":"https://www.wikidata.org/wiki/Q2262868","display_name":"Domain model","level":3,"score":0.4504264295101166},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.4164218604564667},{"id":"https://openalex.org/C203702819","wikidata":"https://www.wikidata.org/wiki/Q17146953","display_name":"Logical data model","level":3,"score":0.4104922413825989},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3815651834011078},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3799360990524292},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3610575795173645},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.1302836835384369},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1104632318019867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10775145888328552},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snams.2018.8554915","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams.2018.8554915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Fifth International Conference on Social Networks Analysis, Management and Security (SNAMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W31535402","https://openalex.org/W120688113","https://openalex.org/W1567491469","https://openalex.org/W1870959433","https://openalex.org/W1973653891","https://openalex.org/W1986565273","https://openalex.org/W2076618134","https://openalex.org/W2275507448","https://openalex.org/W2396150020","https://openalex.org/W2408487601","https://openalex.org/W2417883830","https://openalex.org/W2579468147","https://openalex.org/W2622701666","https://openalex.org/W2789304249","https://openalex.org/W2913656818","https://openalex.org/W4299647278"],"related_works":["https://openalex.org/W2048507547","https://openalex.org/W208339158","https://openalex.org/W324259865","https://openalex.org/W2991945580","https://openalex.org/W2074395527","https://openalex.org/W638142098","https://openalex.org/W846443833","https://openalex.org/W2098136777","https://openalex.org/W2354690519","https://openalex.org/W2390170167"],"abstract_inverted_index":{"This":[0],"research":[1],"proposes":[2],"a":[3,107],"new":[4],"approach":[5,100,141],"to":[6,128,136],"data":[7,14,28,40,48,61,79,85,91,109,115,122,135,154],"quality":[8,18,23,41,62,86,92,110,116,123,151],"evaluation":[9],"comprising":[10],"3":[11,104],"aspects:":[12],"(1)":[13,106],"object":[15,29,49],"definition,":[16],"which":[17],"will":[19],"be":[20,137,156],"analyzed,":[21,138],"(2)":[22,120],"requirements":[24],"specification":[25],"for":[26],"the":[27,55,60,90,98,121,129,150,153],"using":[30,164],"Domain":[31],"Specific":[32],"Language":[33],"(DSL),":[34],"(3)":[35,149],"implementation":[36,83],"of":[37,47,78,84,97,114,144,152],"an":[38,145],"executable":[39,170],"model":[42,93,111,124],"that":[43,132],"would":[44],"enable":[45],"scanning":[46],"and":[50,70,148],"detect":[51],"its":[52],"shortages.":[53],"Like":[54],"Model":[56],"Driven":[57],"Architecture":[58],"(MDA)":[59],"modelling":[63],"is":[64,125],"divided":[65],"into":[66],"platform":[67],"independent":[68],"(PIM)":[69],"platform-specific":[71],"(PSM)":[72],"models.":[73],"PIM":[74],"comprises":[75],"informal":[76],"specifications":[77],"quality,":[80],"PSM":[81],"describes":[82],"model,":[87],"thus":[88],"making":[89],"executable.":[94],"The":[95],"approbation":[96],"proposed":[99],"provided":[101],"at":[102],"least":[103],"advantages:":[105],"graphical":[108],"allows":[112,142],"definition":[113],"by":[117],"non-IT":[118],"professionals,":[119],"not":[126],"related":[127],"information":[130],"system":[131],"has":[133],"accumulated":[134],"i.e.,":[139],"this":[140],"analysis":[143],"\u201cexternal\u201d":[146],"data,":[147],"can":[155],"described":[157],"in":[158],"two":[159],"abstraction":[160],"levels":[161],"-":[162],"informally":[163],"natural":[165],"language":[166],"or":[167],"formally":[168],"including":[169],"program":[171],"routines":[172],"and/or":[173],"SQL":[174],"statements.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}