{"id":"https://openalex.org/W2293805892","doi":"https://doi.org/10.5220/0005462604450450","title":"Analysis of Data Quality Problem Taxonomies","display_name":"Analysis of Data Quality Problem Taxonomies","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2293805892","doi":"https://doi.org/10.5220/0005462604450450","mag":"2293805892"},"language":"en","primary_location":{"id":"doi:10.5220/0005462604450450","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005462604450450","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005462604450450","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030153969","display_name":"Art\u016brs \u017dogla","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094074","display_name":"National Library of Latvia","ror":"https://ror.org/00mxv8r67","country_code":"LV","type":"archive","lineage":["https://openalex.org/I4210094074"]}],"countries":["LV"],"is_corresponding":true,"raw_author_name":"Arturs Zogla","raw_affiliation_strings":["National Library of Latvia, Latvia"],"affiliations":[{"raw_affiliation_string":"National Library of Latvia, Latvia","institution_ids":["https://openalex.org/I4210094074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079700185","display_name":"Inga Meirane","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Inga Meirane","raw_affiliation_strings":["Datorzinibu centrs JSC, Latvia"],"affiliations":[{"raw_affiliation_string":"Datorzinibu centrs JSC, Latvia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042221659","display_name":"Edgars Salna","orcid":"https://orcid.org/0000-0002-1942-1003"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edgars Salna","raw_affiliation_strings":["Datorzinibu centrs JSC, Latvia"],"affiliations":[{"raw_affiliation_string":"Datorzinibu centrs JSC, Latvia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030153969"],"corresponding_institution_ids":["https://openalex.org/I4210094074"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1760177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"445","last_page":"450"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9952999949455261,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7944713830947876},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.7778506278991699},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6644091010093689},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5916656255722046},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5037662386894226},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3738436698913574},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3336830139160156},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.21623241901397705},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09618744254112244}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7944713830947876},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.7778506278991699},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6644091010093689},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5916656255722046},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5037662386894226},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3738436698913574},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3336830139160156},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.21623241901397705},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09618744254112244},{"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/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/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0005462604450450","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005462604450450","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0005462604450450","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005462604450450","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1502624642","https://openalex.org/W1610496399","https://openalex.org/W1612155886","https://openalex.org/W1996867677","https://openalex.org/W2122646361","https://openalex.org/W2138745909"],"related_works":["https://openalex.org/W2137479650","https://openalex.org/W2245479382","https://openalex.org/W2135768893","https://openalex.org/W3139296374","https://openalex.org/W3021414116","https://openalex.org/W176219849","https://openalex.org/W4387803644","https://openalex.org/W4210350690","https://openalex.org/W3081133439","https://openalex.org/W2945537679"],"abstract_inverted_index":{"There":[0],"are":[1,60],"many":[2],"reasons":[3],"to":[4,32],"maintain":[5],"high":[6],"quality":[7,17,50,67],"data":[8,14,18,23,25,38,41,49,56,66,74,80],"in":[9,37],"databases":[10],"and":[11,28,57,69,78],"other":[12],"structured":[13,54],"sources.":[15],"High":[16],"ensures":[19],"better":[20],"discovery,":[21],"automated":[22],"analysis,":[24],"mining,":[26],"migration":[27],"re-use.":[29],"However,":[30],"due":[31],"human":[33],"errors":[34,75],"or":[35],"faults":[36],"systems":[39],"themselves":[40],"can":[42],"become":[43],"corrupted.":[44],"In":[45],"this":[46],"paper":[47],"existing":[48],"problem":[51],"taxonomies":[52],"for":[53,72],"textual":[55],"several":[58],"improvements":[59],"analysed.":[61],"A":[62],"new":[63],"classification":[64],"of":[65],"problems":[68],"a":[70],"framework":[71],"detecting":[73],"both":[76],"with":[77],"without":[79],"operator":[81],"assistance":[82],"is":[83],"proposed.":[84]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}