{"id":"https://openalex.org/W4235668986","doi":"https://doi.org/10.1504/ijvcm.2019.103268","title":"The future of competitive intelligence in an AI-enabled world","display_name":"The future of competitive intelligence in an AI-enabled world","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W4235668986","doi":"https://doi.org/10.1504/ijvcm.2019.103268"},"language":"en","primary_location":{"id":"doi:10.1504/ijvcm.2019.103268","doi":"https://doi.org/10.1504/ijvcm.2019.103268","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijvcm.2019.103268","pdf_url":null,"source":{"id":"https://openalex.org/S149838422","display_name":"International Journal of Value Chain Management","issn_l":"1741-5357","issn":["1741-5357","1741-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Value Chain Management","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.toknowpress.net/ISBN/978-961-6914-25-3/papers/ML19-030.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057167729","display_name":"Fred P. Hoffman","orcid":"https://orcid.org/0000-0003-0876-3013","observed_orcids":["https://orcid.org/0000-0003-0876-3013"]},"institutions":[{"id":"https://openalex.org/I157087037","display_name":"Mercyhurst University","ror":"https://ror.org/054kd6r74","country_code":"US","type":"education","lineage":["https://openalex.org/I157087037"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fred P. Hoffman","raw_affiliation_strings":["Ridge College of Intelligence Studies and Applied Sciences, Mercyhurst University, Erie, Pennsylvania, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ridge College of Intelligence Studies and Applied Sciences, Mercyhurst University, Erie, Pennsylvania, USA","institution_ids":["https://openalex.org/I157087037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058405964","display_name":"Shelly L. Freyn","orcid":"https://orcid.org/0000-0003-4506-6807","observed_orcids":["https://orcid.org/0000-0003-4506-6807"]},"institutions":[{"id":"https://openalex.org/I49502546","display_name":"Alfred University","ror":"https://ror.org/01k81gt67","country_code":"US","type":"education","lineage":["https://openalex.org/I49502546"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shelly L. Freyn","raw_affiliation_strings":["College of Business, Alfred University, Alfred, New York, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business, Alfred University, Alfred, New York, USA","institution_ids":["https://openalex.org/I49502546"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8862,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.82403877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"10","issue":"4","first_page":"275","last_page":"275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13204","display_name":"Competitive and Knowledge Intelligence","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T13204","display_name":"Competitive and Knowledge Intelligence","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T12572","display_name":"Intelligence, Security, War Strategy","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/competitive-intelligence","display_name":"competitive intelligence","score":0.9990000128746033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9539999961853027},{"id":"https://openalex.org/keywords/management-consulting","display_name":"management consulting","score":0.7929999828338623},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"business intelligence","score":0.7490000128746033},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"knowledge management","score":0.9900000095367432},{"id":"https://openalex.org/keywords/big-data-analytics","display_name":"big data analytics","score":0.8539999723434448}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5821720957756042},{"id":"https://openalex.org/C103423482","wikidata":"https://www.wikidata.org/wiki/Q552515","display_name":"Competitive intelligence","level":2,"score":0.4271661341190338},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3950357437133789},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3832170069217682},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.33133015036582947},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25372573733329773}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1504/ijvcm.2019.103268","doi":"https://doi.org/10.1504/ijvcm.2019.103268","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijvcm.2019.103268","pdf_url":null,"source":{"id":"https://openalex.org/S149838422","display_name":"International Journal of Value Chain Management","issn_l":"1741-5357","issn":["1741-5357","1741-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Value Chain Management","raw_type":"journal-article"},{"id":"doi:10.1504/ijvcm.2019.10024735","doi":"https://doi.org/10.1504/ijvcm.2019.10024735","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijvcm.2019.10024735","pdf_url":null,"source":{"id":"https://openalex.org/S149838422","display_name":"International Journal of Value Chain Management","issn_l":"1741-5357","issn":["1741-5357","1741-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Value Chain Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:tkp:mklp19:145","doi":null,"is_oa":true,"landing_page_url":"http://www.toknowpress.net/ISBN/978-961-6914-25-3/papers/ML19-030.pdf","pdf_url":"http://www.toknowpress.net/ISBN/978-961-6914-25-3/papers/ML19-030.pdf","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,"listed_in":[],"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":null}],"best_oa_location":{"id":"pmh:oai:RePEc:tkp:mklp19:145","doi":null,"is_oa":true,"landing_page_url":"http://www.toknowpress.net/ISBN/978-961-6914-25-3/papers/ML19-030.pdf","pdf_url":"http://www.toknowpress.net/ISBN/978-961-6914-25-3/papers/ML19-030.pdf","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,"listed_in":[],"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":null},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4235668986.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3175135481","https://openalex.org/W7140786201","https://openalex.org/W6930854076","https://openalex.org/W6941088264","https://openalex.org/W7154041951","https://openalex.org/W7203936985","https://openalex.org/W7167092814","https://openalex.org/W913853649","https://openalex.org/W4323846662","https://openalex.org/W2613382365"],"abstract_inverted_index":{"Competitive":[0],"intelligence":[1,15,20,27,30,50,87,102],"consultancies":[2],"are":[3],"a":[4],"subset":[5],"of":[6,24,75,85],"the":[7,25,65,73,76,83],"management":[8,33,66],"consulting":[9,67],"industry,":[10],"and":[11,16,31,39,48,69,92,95,107],"along":[12],"with":[13],"business":[14],"knowledge":[17,32],"management,":[18],"competitive":[19,86,101],"represents":[21],"one":[22],"leg":[23],"commercial":[26],"triad.":[28],"Business":[29],"benefit":[34],"considerably":[35],"from":[36],"big":[37,43,45],"data":[38,46],"artificial":[40,49],"intelligence.":[41],"As":[42],"data,":[44],"analytics,":[47],"continue":[51],"to":[52,103,111],"significantly":[53],"transform":[54],"countless":[55],"industries,":[56],"some":[57],"have":[58],"asserted":[59],"that":[60,98],"these":[61],"technologies":[62],"will":[63,99],"disrupt":[64],"world":[68,91],"could":[70],"even":[71],"render":[72],"role":[74],"human":[77],"analyst":[78],"obsolete.":[79],"This":[80],"article":[81],"examines":[82],"future":[84],"in":[88],"an":[89],"AI-enabled":[90],"identifies":[93],"trends":[94],"proposed":[96],"changes":[97],"enable":[100],"remain":[104],"both":[105],"relevant":[106],"valued":[108],"for":[109],"decades":[110],"come.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2022-05-12T00:00:00"}
