{"id":"https://openalex.org/W73205277","doi":null,"title":"A Solution for Data Inconsistency in Data Integration","display_name":"A Solution for Data Inconsistency in Data Integration","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W73205277","mag":"73205277"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.429.4036","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.429.4036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.iis.sinica.edu.tw/page/jise/2011/201103_17.pdf","raw_type":"text"},"volume":null,"type":"article","indexed_in":[],"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/A5100327905","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0002-1665-8398","observed_orcids":["https://orcid.org/0000-0002-1665-8398"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1665-8398","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059624019","display_name":"Linpeng Huang","orcid":"https://orcid.org/0000-0002-1531-7962","observed_orcids":["https://orcid.org/0000-0002-1531-7962"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Linpeng Huang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1531-7962","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaohui Xu","orcid":"https://orcid.org/0000-0001-7269-4089","observed_orcids":["https://orcid.org/0000-0001-7269-4089"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaohui Xu","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7269-4089","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Yi Zhang","orcid":"https://orcid.org/0000-0002-7731-0301","observed_orcids":["https://orcid.org/0000-0002-7731-0301"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yi Zhang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7731-0301","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5082400478","display_name":"Junqing Chen","orcid":"https://orcid.org/0000-0002-5063-1543","observed_orcids":["https://orcid.org/0000-0002-5063-1543"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junqing Chen","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-5063-1543","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8688,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.78096654,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"27","issue":"2","first_page":"681","last_page":"695"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9672999978065491,"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":0.9672999978065491,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.022700000554323196,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.002199999988079071,"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":0.8759999871253967},{"id":"https://openalex.org/keywords/data-inconsistency","display_name":"data inconsistency","score":0.9959999918937683},{"id":"https://openalex.org/keywords/fuzzy-multi-attribute-decision-making","display_name":"fuzzy multi-attribute decision making","score":0.9959999918937683},{"id":"https://openalex.org/keywords/data-source-selection","display_name":"data source selection","score":0.8069999814033508}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8616976737976074},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.7246006727218628},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.7215083241462708},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.659528911113739},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5619896650314331},{"id":"https://openalex.org/C100463513","wikidata":"https://www.wikidata.org/wiki/Q5227322","display_name":"Data model (GIS)","level":2,"score":0.5429503917694092},{"id":"https://openalex.org/C80344994","wikidata":"https://www.wikidata.org/wiki/Q5227369","display_name":"Data virtualization","level":4,"score":0.5189542770385742},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4843333959579468},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.46225494146347046},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4568957984447479},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4350994825363159},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.19168031215667725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13591605424880981},{"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/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.429.4036","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.429.4036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.iis.sinica.edu.tw/page/jise/2011/201103_17.pdf","raw_type":"text"},{"id":"mag:73205277","doi":null,"is_oa":false,"landing_page_url":"http://dblp.uni-trier.de/db/journals/jise/jise27.html#WangHXZC11","pdf_url":null,"source":{"id":"https://openalex.org/S106179100","display_name":"Journal of information science and engineering","issn_l":"1016-2364","issn":["1016-2364"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4324277498","host_organization_name":"Institute of Information Science","host_organization_lineage":["https://openalex.org/P4324277498"],"host_organization_lineage_names":["Institute of Information Science"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of information science and engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Peace, justice, and strong institutions","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1528249715","https://openalex.org/W1567491469","https://openalex.org/W1612155886","https://openalex.org/W1879387088","https://openalex.org/W1879587332","https://openalex.org/W2049567626","https://openalex.org/W2120096335","https://openalex.org/W2130799604","https://openalex.org/W2133512882","https://openalex.org/W2138745909","https://openalex.org/W2142051885","https://openalex.org/W2154029507","https://openalex.org/W2155580426","https://openalex.org/W2157041604","https://openalex.org/W2157176736","https://openalex.org/W2170215811","https://openalex.org/W2598771954","https://openalex.org/W3147166083"],"related_works":["https://openalex.org/W1498850672","https://openalex.org/W1515483378","https://openalex.org/W78623244","https://openalex.org/W2419662539","https://openalex.org/W2897583753","https://openalex.org/W1590200848","https://openalex.org/W2701399468","https://openalex.org/W6999640667","https://openalex.org/W1552169698","https://openalex.org/W7098231068"],"abstract_inverted_index":{"Data":[0,39],"integration":[1,28,67],"is":[2,29,51,68,81,112,131],"a":[3,17,60,92],"problem":[4],"of":[5,20,32,86,129,139],"combining":[6],"data":[7,27,37,47,54,63,66,73,77,88,93,108,119,121,124],"residing":[8],"at":[9,46],"different":[10,36],"sources":[11,40],"and":[12,133,142],"providing":[13],"the":[14,30,35,84,116,123,137],"user":[15],"with":[16,43,76],"unified":[18],"view":[19],"these":[21],"data.":[22],"An":[23,70],"important":[24],"issue":[25],"in":[26,57,65],"possibility":[31],"conflicts":[33],"among":[34],"sources.":[38],"may":[41],"conflict":[42],"each":[44],"other":[45],"value":[48],"level":[49],"which":[50],"defined":[52],"as":[53,122],"inconsistency.":[55],"So":[56],"this":[58],"paper,":[59],"solution":[61,95,150],"for":[62],"inconsistency":[64,94,125],"proposed.":[69],"approximate":[71],"object-oriented":[72],"model":[74],"extended":[75],"source":[78,109],"quality":[79,110],"criteria":[80,111],"defined.":[82],"On":[83],"basis":[85],"our":[87,99,140,149],"model,":[89],"we":[90],"provide":[91],"strategy.":[96],"To":[97],"accomplish":[98],"strategy,":[100],"fuzzy":[101],"multi-attribute":[102],"decision":[103],"making":[104],"approach":[105],"based":[106],"on":[107],"applied":[113],"to":[114,135],"select":[115],"\u201cbest":[117],"\u201d":[118],"source\u2019s":[120],"solution.":[126],"A":[127],"set":[128],"experiments":[130],"designed":[132],"performed":[134],"evaluate":[136],"effectiveness":[138],"strategy":[141],"algorithm.":[143],"The":[144],"experimental":[145],"results":[146],"indicate":[147],"that":[148],"performs":[151],"ideally.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2016-06-24T00:00:00"}