{"id":"https://openalex.org/W2019488376","doi":"https://doi.org/10.4018/jbir.2012010101","title":"Discovering Data and Information Quality Research Insights Gained through Latent Semantic Analysis","display_name":"Discovering Data and Information Quality Research Insights Gained through Latent Semantic Analysis","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2019488376","doi":"https://doi.org/10.4018/jbir.2012010101","mag":"2019488376"},"language":"en","primary_location":{"id":"doi:10.4018/jbir.2012010101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jbir.2012010101","pdf_url":null,"source":{"id":"https://openalex.org/S184213297","display_name":"International Journal of Business Intelligence Research","issn_l":"1947-3591","issn":["1947-3591","1947-3605"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Business Intelligence Research","raw_type":"journal-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/A5024037898","display_name":"Roger Blake","orcid":null},"institutions":[{"id":"https://openalex.org/I33434090","display_name":"University of Massachusetts Boston","ror":"https://ror.org/04ydmy275","country_code":"US","type":"education","lineage":["https://openalex.org/I33434090"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roger Blake","raw_affiliation_strings":["University of Massachusetts Boston, USA","University of Massachusetts., Boston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Boston, USA","institution_ids":["https://openalex.org/I33434090"]},{"raw_affiliation_string":"University of Massachusetts., Boston, USA","institution_ids":["https://openalex.org/I33434090"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048479459","display_name":"G. Shankaranarayanan","orcid":null},"institutions":[{"id":"https://openalex.org/I96062909","display_name":"Babson College","ror":"https://ror.org/01f0syq13","country_code":"US","type":"education","lineage":["https://openalex.org/I96062909"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ganesan Shankaranarayanan","raw_affiliation_strings":["Babson College, USA","(Babson College, USA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Babson College, USA","institution_ids":["https://openalex.org/I96062909"]},{"raw_affiliation_string":"(Babson College, USA)","institution_ids":["https://openalex.org/I96062909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8121,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75775596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":"1","first_page":"1","last_page":"16"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.992900013923645,"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":0.6780216097831726},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.6558687090873718},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6451875567436218},{"id":"https://openalex.org/keywords/intelligence-analysis","display_name":"Intelligence analysis","score":0.5637394189834595},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5610060095787048},{"id":"https://openalex.org/keywords/latent-semantic-analysis","display_name":"Latent semantic analysis","score":0.5099540948867798},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4463198482990265},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.43560582399368286},{"id":"https://openalex.org/keywords/semantic-analysis","display_name":"Semantic analysis (machine learning)","score":0.426000714302063},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3794879913330078},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.2853844165802002}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6780216097831726},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.6558687090873718},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6451875567436218},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.5637394189834595},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5610060095787048},{"id":"https://openalex.org/C170133592","wikidata":"https://www.wikidata.org/wiki/Q1806883","display_name":"Latent semantic analysis","level":2,"score":0.5099540948867798},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4463198482990265},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.43560582399368286},{"id":"https://openalex.org/C2777946921","wikidata":"https://www.wikidata.org/wiki/Q7449044","display_name":"Semantic analysis (machine learning)","level":2,"score":0.426000714302063},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3794879913330078},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2853844165802002},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jbir.2012010101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jbir.2012010101","pdf_url":null,"source":{"id":"https://openalex.org/S184213297","display_name":"International Journal of Business Intelligence Research","issn_l":"1947-3591","issn":["1947-3591","1947-3605"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Business Intelligence Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jbir00:v:3:y:2012:i:1:p:1-16","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jbir.2012010101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W60554229","https://openalex.org/W187645767","https://openalex.org/W1517398176","https://openalex.org/W1567491469","https://openalex.org/W1973673633","https://openalex.org/W1982114217","https://openalex.org/W1986525510","https://openalex.org/W2021668370","https://openalex.org/W2040989939","https://openalex.org/W2043409061","https://openalex.org/W2062914707","https://openalex.org/W2065753378","https://openalex.org/W2068376489","https://openalex.org/W2089150068","https://openalex.org/W2098162425","https://openalex.org/W2117366235","https://openalex.org/W2147152072","https://openalex.org/W2151580670","https://openalex.org/W2482987297","https://openalex.org/W3145974016"],"related_works":["https://openalex.org/W4367856707","https://openalex.org/W2048156096","https://openalex.org/W3123352720","https://openalex.org/W3068949829","https://openalex.org/W2150941767","https://openalex.org/W3130756120","https://openalex.org/W2089700089","https://openalex.org/W2107023905","https://openalex.org/W2921035136","https://openalex.org/W2786154338"],"abstract_inverted_index":{"In":[0],"the":[1,4,29,56,59,66,74,122],"recent":[2],"decade,":[3],"field":[5],"of":[6,61,68,85,99,124],"data":[7,106,108,112],"and":[8,32,38,44,105,110,114,141],"information":[9],"quality":[10],"(DQ)":[11],"has":[12],"grown":[13],"into":[14],"a":[15,62],"research":[16,87,125],"area":[17,37],"that":[18,34,126],"spans":[19],"multiple":[20],"disciplines.":[21],"The":[22,131],"motivation":[23],"here":[24],"is":[25],"to":[26,39,49,119,143],"help":[27],"understand":[28],"core":[30,83],"topics":[31,43,95,133],"themes":[33,45,84],"constitute":[35],"this":[36],"determine":[40],"how":[41],"those":[42],"from":[46,134],"DQ":[47,71,86,115,128,132],"relate":[48,118],"business":[50],"intelligence":[51],"(BI).":[52],"To":[53],"do":[54],"so,":[55],"authors":[57],"present":[58],"results":[60,136],"study":[63],"which":[64],"mines":[65],"abstracts":[67],"articles":[69],"in":[70],"published":[72],"over":[73],"last":[75],"decade.":[76],"Using":[77],"Latent":[78],"Semantic":[79],"Analysis":[80],"(LSA)":[81],"six":[82],"are":[88,137],"identified,":[89],"as":[90,92],"well":[91],"twelve":[93],"dominant":[94],"comprising":[96],"them.":[97],"Five":[98],"these":[100,135],"topics--decision":[101],"support,":[102],"database":[103],"design":[104],"mining,":[107],"querying":[109],"cleansing,":[111],"integration,":[113],"for":[116,147],"analytics--all":[117],"BI,":[120,140],"emphasizing":[121],"importance":[123],"combines":[127],"with":[129,139],"BI.":[130],"profiled":[138],"used":[142],"suggest":[144],"several":[145],"opportunities":[146],"researchers.":[148]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}
