{"id":"https://openalex.org/W2996277390","doi":"https://doi.org/10.1142/s0219622019300076","title":"A Research Review and Taxonomy Development for Decision Support and Business Analytics Using Semantic Text Mining","display_name":"A Research Review and Taxonomy Development for Decision Support and Business Analytics Using Semantic Text Mining","publication_year":2019,"publication_date":"2019-12-10","ids":{"openalex":"https://openalex.org/W2996277390","doi":"https://doi.org/10.1142/s0219622019300076","mag":"2996277390"},"language":"en","primary_location":{"id":"doi:10.1142/s0219622019300076","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622019300076","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},"type":"review","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/A5012791570","display_name":"Andrea K\u0151","orcid":"https://orcid.org/0000-0003-0023-1143"},"institutions":[{"id":"https://openalex.org/I163245316","display_name":"Corvinus University of Budapest","ror":"https://ror.org/01vxfm326","country_code":"HU","type":"education","lineage":["https://openalex.org/I163245316"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Andrea Ko","raw_affiliation_strings":["Department of Information Systems, Corvinus University of Budapest, H-1093 Budapest, F\u0151v\u00e1m t\u00e9r 13-15, Budapest, Hungary","Department of Information Systems Corvinus University of Budapest H-1093 Budapest, F ov am t er 13-15 Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Corvinus University of Budapest, H-1093 Budapest, F\u0151v\u00e1m t\u00e9r 13-15, Budapest, Hungary","institution_ids":["https://openalex.org/I163245316"]},{"raw_affiliation_string":"Department of Information Systems Corvinus University of Budapest H-1093 Budapest, F ov am t er 13-15 Budapest, Hungary","institution_ids":["https://openalex.org/I163245316"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000750713","display_name":"Saira Gillani","orcid":"https://orcid.org/0000-0002-7771-6328"},"institutions":[{"id":"https://openalex.org/I59225215","display_name":"Bahria University","ror":"https://ror.org/02v8d7770","country_code":"PK","type":"education","lineage":["https://openalex.org/I59225215"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Saira Gillani","raw_affiliation_strings":["Department of Computer Science, Bahria University, Karachi Campus, Karachi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bahria University, Karachi Campus, Karachi, Pakistan","institution_ids":["https://openalex.org/I59225215"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3372,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.92724043,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"19","issue":"01","first_page":"97","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9986000061035156,"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/T11719","display_name":"Data Quality and Management","score":0.9943000078201294,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9851999878883362,"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/taxonomy","display_name":"Taxonomy (biology)","score":0.8035192489624023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7181957960128784},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6209183931350708},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5583519339561462},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5327482223510742},{"id":"https://openalex.org/keywords/conceptual-framework","display_name":"Conceptual framework","score":0.4567067325115204},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.44068247079849243},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4344606101512909},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4315926134586334},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35675913095474243},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3315180242061615},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.11632633209228516}],"concepts":[{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.8035192489624023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7181957960128784},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6209183931350708},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5583519339561462},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5327482223510742},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.4567067325115204},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.44068247079849243},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4344606101512909},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4315926134586334},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35675913095474243},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3315180242061615},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.11632633209228516},{"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s0219622019300076","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622019300076","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},{"id":"pmh:oai:unipub.lib.uni-corvinus.hu:6077","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400280","display_name":"Corvinus Research Archive (Corvinus University of Budapest)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I163245316","host_organization_name":"Corvinus University of Budapest","host_organization_lineage":["https://openalex.org/I163245316"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:RePEc:wsi:ijitdm:v:19:y:2020:i:01:n:s0219622019300076","is_oa":false,"landing_page_url":"https://www.worldscientific.com/doi/abs/10.1142/S0219622019300076","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":[{"score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W54263584","https://openalex.org/W56005381","https://openalex.org/W56723094","https://openalex.org/W66373487","https://openalex.org/W291570921","https://openalex.org/W1129193082","https://openalex.org/W1542807197","https://openalex.org/W1595853162","https://openalex.org/W1643913537","https://openalex.org/W1786253763","https://openalex.org/W1963620879","https://openalex.org/W1964346230","https://openalex.org/W1977090683","https://openalex.org/W1987722700","https://openalex.org/W1994306321","https://openalex.org/W2008342891","https://openalex.org/W2008388219","https://openalex.org/W2010010720","https://openalex.org/W2013261784","https://openalex.org/W2015861943","https://openalex.org/W2026981750","https://openalex.org/W2029392827","https://openalex.org/W2030314525","https://openalex.org/W2037098765","https://openalex.org/W2055869707","https://openalex.org/W2061620193","https://openalex.org/W2063630562","https://openalex.org/W2064794832","https://openalex.org/W2080558111","https://openalex.org/W2081084322","https://openalex.org/W2081580037","https://openalex.org/W2087160028","https://openalex.org/W2097726431","https://openalex.org/W2108287887","https://openalex.org/W2108646579","https://openalex.org/W2115862882","https://openalex.org/W2118591827","https://openalex.org/W2126854223","https://openalex.org/W2133109597","https://openalex.org/W2135455887","https://openalex.org/W2135567333","https://openalex.org/W2141975087","https://openalex.org/W2147469877","https://openalex.org/W2150791526","https://openalex.org/W2156807378","https://openalex.org/W2157401733","https://openalex.org/W2158040974","https://openalex.org/W2161901163","https://openalex.org/W2169855821","https://openalex.org/W2241506117","https://openalex.org/W2299859864","https://openalex.org/W2307995528","https://openalex.org/W2340139852","https://openalex.org/W2341883044","https://openalex.org/W2342206468","https://openalex.org/W2473432990","https://openalex.org/W2491365176","https://openalex.org/W2499384508","https://openalex.org/W2500920028","https://openalex.org/W2518272248","https://openalex.org/W2529936865","https://openalex.org/W2571572916","https://openalex.org/W2575664305","https://openalex.org/W2582715667","https://openalex.org/W2591581319","https://openalex.org/W2888058966","https://openalex.org/W2888370952","https://openalex.org/W2890033210","https://openalex.org/W2963453445","https://openalex.org/W3121177474","https://openalex.org/W3125939023","https://openalex.org/W4210591931","https://openalex.org/W4210992763","https://openalex.org/W4211186029","https://openalex.org/W4247245376","https://openalex.org/W4254073549","https://openalex.org/W4256681118","https://openalex.org/W4293004632","https://openalex.org/W4297081765","https://openalex.org/W4313371821"],"related_works":["https://openalex.org/W3156937073","https://openalex.org/W2530757009","https://openalex.org/W3195027199","https://openalex.org/W274175260","https://openalex.org/W3160699744","https://openalex.org/W222444245","https://openalex.org/W4294385158","https://openalex.org/W2262505815","https://openalex.org/W1573462747","https://openalex.org/W3213351246"],"abstract_inverted_index":{"By":[0],"2018,":[1],"business":[2],"analytics":[3],"(BA),":[4],"believed":[5],"by":[6,31],"global":[7],"CIOs":[8],"to":[9,65,84,131],"be":[10],"of":[11,26,35,145,155],"strategic":[12],"importance,":[13],"had":[14],"for":[15,137,169],"years":[16],"been":[17],"their":[18,67],"top":[19],"priority.":[20],"It":[21],"is":[22,99,158],"also":[23],"a":[24,32,72,118,133],"focus":[25],"academic":[27],"research,":[28],"as":[29],"shown":[30],"large":[33],"number":[34],"papers,":[36],"books,":[37],"and":[38,53,58,78,104,140,150,171,178],"research":[39,157,176],"reports.":[40],"On":[41],"the":[42,45,85,97,109,143,161,166,174],"other":[43],"hand,":[44],"BA":[46,102,146],"domain":[47],"suffers":[48],"from":[49],"several":[50],"incorrect,":[51],"imprecise,":[52],"incomplete":[54],"notions.":[55],"New":[56],"areas":[57,177],"concepts":[59],"emerge":[60],"quickly;":[61],"making":[62],"it":[63],"difficult":[64],"ascertain":[66],"structure.":[68],"BA-related":[69],"taxonomies":[70,103],"play":[71],"crucial":[73],"role":[74],"in":[75,90,94,108,142,180],"analyzing,":[76],"classifying,":[77],"understanding":[79],"related":[80],"objects.":[81],"However,":[82],"according":[83],"literature":[86],"on":[87],"taxonomy":[88,138,162,168],"development":[89,139,163],"information":[91],"systems":[92],"(IS),":[93],"most":[95],"cases":[96],"process":[98],"ad":[100],"hoc.":[101],"frameworks":[105,116],"are":[106,113,124],"available":[107],"literature;":[110],"however,":[111],"some":[112],"excessively":[114],"general":[115],"with":[117],"high-level":[119],"conceptual":[120],"focus,":[121],"while":[122],"others":[123],"application":[125],"or":[126],"domain-specific.":[127],"Our":[128],"paper":[129],"aims":[130],"present":[132],"novel":[134],"semi-automatic":[135],"method":[136],"maintenance":[141],"field":[144],"using":[147],"content":[148],"analysis":[149],"text":[151],"mining.":[152],"The":[153],"contribution":[154],"our":[156],"threefold:":[159],"(1)":[160],"method,":[164],"(2)":[165],"draft":[167],"BA,":[170],"(3)":[172],"identifying":[173],"latest":[175],"trends":[179],"BA.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2026-06-14T07:44:22.658603","created_date":"2025-10-10T00:00:00"}