{"id":"https://openalex.org/W105708507","doi":"https://doi.org/10.2498/cit.1002194","title":"Research and Pedagogy in Business Analytics: Opportunities and Illustrative Examples","display_name":"Research and Pedagogy in Business Analytics: Opportunities and Illustrative Examples","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W105708507","doi":"https://doi.org/10.2498/cit.1002194","mag":"105708507"},"language":"en","primary_location":{"id":"doi:10.2498/cit.1002194","is_oa":true,"landing_page_url":"https://doi.org/10.2498/cit.1002194","pdf_url":"http://cit.fer.hr/index.php/CIT/article/download/2194/1603","source":{"id":"https://openalex.org/S98565333","display_name":"Journal of Computing and Information Technology","issn_l":"1330-1136","issn":["1330-1136","1846-3908"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310314807","host_organization_name":"Faculty of Electrical Engineering and Computing, University of Zagreb","host_organization_lineage":["https://openalex.org/P4310314807"],"host_organization_lineage_names":["Faculty of Electrical Engineering and Computing, University of Zagreb"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://cit.fer.hr/index.php/CIT/article/download/2194/1603","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011940674","display_name":"Ramesh Sharda","orcid":"https://orcid.org/0000-0002-8378-6496"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramesh Sharda","raw_affiliation_strings":["Institute for Research in Information Systems, Spears School of Business, Oklahoma State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Research in Information Systems, Spears School of Business, Oklahoma State University","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077752591","display_name":"Daniel Adomako Asamoah","orcid":"https://orcid.org/0000-0003-4107-0702"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Adomako Asamoah","raw_affiliation_strings":["Institute for Research in Information Systems, Spears School of Business, Oklahoma State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Research in Information Systems, Spears School of Business, Oklahoma State University","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013938946","display_name":"Natraj Ponna","orcid":null},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Natraj Ponna","raw_affiliation_strings":["Institute for Research in Information Systems, Spears School of Business, Oklahoma State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Research in Information Systems, Spears School of Business, Oklahoma State University","institution_ids":["https://openalex.org/I115475287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I115475287"],"apc_list":{"value":450,"currency":"EUR","value_usd":485},"apc_paid":{"value":450,"currency":"EUR","value_usd":485},"fwci":4.7186,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.94211707,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"21","issue":"3","first_page":"171","last_page":"171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9997000098228455,"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":0.9997000098228455,"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/T12384","display_name":"Customer churn and segmentation","score":0.9621000289916992,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9320999979972839,"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/business-analytics","display_name":"Business analytics","score":0.7923111319541931},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7838551998138428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6878638863563538},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6767882704734802},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6367224454879761},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.6273991465568542},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5775483846664429},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.5681731700897217},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.474255234003067},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.45450857281684875},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.44960737228393555},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.44859635829925537},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4308118522167206},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4047647714614868},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.35249125957489014},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23165735602378845},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.1657124161720276},{"id":"https://openalex.org/keywords/business-analysis","display_name":"Business analysis","score":0.15511655807495117},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1030350923538208},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09666812419891357},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.09453922510147095},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.08939868211746216},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08079096674919128},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.07250750064849854}],"concepts":[{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.7923111319541931},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7838551998138428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6878638863563538},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6767882704734802},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6367224454879761},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.6273991465568542},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5775483846664429},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.5681731700897217},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.474255234003067},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.45450857281684875},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44960737228393555},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.44859635829925537},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4308118522167206},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4047647714614868},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.35249125957489014},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23165735602378845},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.1657124161720276},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.15511655807495117},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1030350923538208},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09666812419891357},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.09453922510147095},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.08939868211746216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08079096674919128},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.07250750064849854},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C162005631","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Data Web","level":3,"score":0.0},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.2498/cit.1002194","is_oa":true,"landing_page_url":"https://doi.org/10.2498/cit.1002194","pdf_url":"http://cit.fer.hr/index.php/CIT/article/download/2194/1603","source":{"id":"https://openalex.org/S98565333","display_name":"Journal of Computing and Information Technology","issn_l":"1330-1136","issn":["1330-1136","1846-3908"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310314807","host_organization_name":"Faculty of Electrical Engineering and Computing, University of Zagreb","host_organization_lineage":["https://openalex.org/P4310314807"],"host_organization_lineage_names":["Faculty of Electrical Engineering and Computing, University of Zagreb"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Technology","raw_type":"journal-article"},{"id":"pmh:oai:corescholar.libraries.wright.edu:infosys_scm-1003","is_oa":true,"landing_page_url":"https://corescholar.libraries.wright.edu/infosys_scm/4","pdf_url":null,"source":{"id":"https://openalex.org/S2737205702","display_name":"Journal of Bioresource Management","issn_l":"2309-3854","issn":["2309-3854"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310316536","host_organization_name":"Bioresource Research Center (BRC), Islamabad","host_organization_lineage":["https://openalex.org/P4310316536"],"host_organization_lineage_names":["Bioresource Research Center (BRC), Islamabad"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSCM Faculty Publications","raw_type":"text"},{"id":"pmh:oai:hrcak.srce.hr:110023","is_oa":true,"landing_page_url":"http://hrcak.srce.hr/110023","pdf_url":null,"source":{"id":"https://openalex.org/S4306400677","display_name":"Hr\u010dak Portal of scientific journals of Croatia (University Computing Centre)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210104502","host_organization_name":"United Nations University","host_organization_lineage":["https://openalex.org/I4210104502"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of computing and information technology","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:works.bepress.com:daniel_asamoah-1001","is_oa":true,"landing_page_url":"https://works.bepress.com/daniel_asamoah/2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400146","display_name":"CORE Scholar (Wright State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I19648265","host_organization_name":"Wright State University","host_organization_lineage":["https://openalex.org/I19648265"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Daniel A Asamoah","raw_type":"text"}],"best_oa_location":{"id":"doi:10.2498/cit.1002194","is_oa":true,"landing_page_url":"https://doi.org/10.2498/cit.1002194","pdf_url":"http://cit.fer.hr/index.php/CIT/article/download/2194/1603","source":{"id":"https://openalex.org/S98565333","display_name":"Journal of Computing and Information Technology","issn_l":"1330-1136","issn":["1330-1136","1846-3908"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310314807","host_organization_name":"Faculty of Electrical Engineering and Computing, University of Zagreb","host_organization_lineage":["https://openalex.org/P4310314807"],"host_organization_lineage_names":["Faculty of Electrical Engineering and Computing, University of Zagreb"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W105708507.pdf","grobid_xml":"https://content.openalex.org/works/W105708507.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W125127855","https://openalex.org/W1831929949","https://openalex.org/W1987996461","https://openalex.org/W1990940255","https://openalex.org/W2004601846","https://openalex.org/W2005905305","https://openalex.org/W2036524213","https://openalex.org/W2039505511","https://openalex.org/W2040313513","https://openalex.org/W2114981212","https://openalex.org/W2135672271","https://openalex.org/W2475422468","https://openalex.org/W2801321588","https://openalex.org/W4233864979","https://openalex.org/W4249892030","https://openalex.org/W4318470483"],"related_works":["https://openalex.org/W2946587456","https://openalex.org/W3130756120","https://openalex.org/W2610964225","https://openalex.org/W2413477332","https://openalex.org/W4212976760","https://openalex.org/W3033964479","https://openalex.org/W4237627165","https://openalex.org/W2736909413","https://openalex.org/W2079372207","https://openalex.org/W3049632048"],"abstract_inverted_index":{"In":[0],"recent":[1],"times,":[2],"business":[3,32,45],"analytics":[4,33,46,64,76],"and":[5,14,28,40,69],"big":[6],"data":[7],"have":[8],"gained":[9],"momentumboth":[10],"in":[11,34,93,102,116],"industry":[12,77],"practice":[13],"academic":[15],"research.":[16],"The":[17,106],"objective":[18],"of":[19,37,43,58,74,86,113],"this":[20],"paper":[21,107],"is":[22],"to":[23,31],"provide":[24],"both":[25,38],"a":[26,52,83,111],"research":[27,89,100],"teaching":[29,114],"introduction":[30],"the":[35,44,55,62,75],"context":[36],"current":[39,88],"prospective":[41],"perspective":[42],"domain.":[47],"It":[48],"begins":[49],"by":[50],"providing":[51],"quick":[53],"overviewof":[54],"three":[56],"types":[57],"analytics.":[59,105,117],"To":[60],"assist":[61],"future":[63],"professionals,":[65],"we":[66],"identify,":[67],"group":[68],"discuss":[70],"nine":[71],"different":[72],"participants":[73],"into":[78],"clusters.":[79],"We":[80,96],"then":[81],"include":[82],"brief":[84],"description":[85],"some":[87,99],"projects":[90],"under":[91],"way":[92],"our":[94],"team.":[95],"also":[97,108],"note":[98],"opportunities":[101,115],"Big":[103],"Data":[104],"concludes":[109],"with":[110],"discussion":[112]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
