{"id":"https://openalex.org/W4388543697","doi":"https://doi.org/10.1109/tem.2023.3326233","title":"Unleashing Competitive Intelligence: News Mining Analysis on Technology Trends and Digital Health Driving Healthcare Innovation","display_name":"Unleashing Competitive Intelligence: News Mining Analysis on Technology Trends and Digital Health Driving Healthcare Innovation","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4388543697","doi":"https://doi.org/10.1109/tem.2023.3326233"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2023.3326233","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tem.2023.3326233","pdf_url":"https://ieeexplore.ieee.org/ielx7/17/4429834/10314044.pdf","source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/17/4429834/10314044.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049567283","display_name":"Enrique Ca\u00f1o-Mar\u00edn","orcid":"https://orcid.org/0000-0002-7948-1657"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Enrique Cano-Marin","raw_affiliation_strings":["Computer Science Department, University of Alcalá, Alcalá de Henares, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7948-1657","affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Alcalá, Alcalá de Henares, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001045002","display_name":"Salvador S\u00e1nchez\u2010Alonso","orcid":"https://orcid.org/0000-0002-9949-4797"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salvador S\u00e1nchez-Alonso","raw_affiliation_strings":["Computer Science Department, University of Alcalá, Alcalá de Henares, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9949-4797","affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Alcalá, Alcalá de Henares, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014865652","display_name":"Mar\u00e7al Mora\u2010Cantallops","orcid":"https://orcid.org/0000-0002-2480-1078"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mar\u00e7al Mora-Cantallops","raw_affiliation_strings":["Computer Science Department, University of Alcalá, Alcalá de Henares, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2480-1078","affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Alcalá, Alcalá de Henares, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7777,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.86119773,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"71","issue":null,"first_page":"12311","last_page":"12325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9945999979972839,"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":0.9945999979972839,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9876999855041504,"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/data-science","display_name":"Data science","score":0.7591906785964966},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6867624521255493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6277682781219482},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5838925838470459},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5247117280960083},{"id":"https://openalex.org/keywords/competitive-intelligence","display_name":"Competitive intelligence","score":0.5024294853210449},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.45497891306877136},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4539487361907959},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"Competitive advantage","score":0.43055206537246704},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3657163679599762},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23351001739501953},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21545147895812988},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19563251733779907},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.12400460243225098}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7591906785964966},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6867624521255493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6277682781219482},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5838925838470459},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5247117280960083},{"id":"https://openalex.org/C103423482","wikidata":"https://www.wikidata.org/wiki/Q552515","display_name":"Competitive intelligence","level":2,"score":0.5024294853210449},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.45497891306877136},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4539487361907959},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.43055206537246704},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3657163679599762},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23351001739501953},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21545147895812988},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19563251733779907},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.12400460243225098},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2023.3326233","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tem.2023.3326233","pdf_url":"https://ieeexplore.ieee.org/ielx7/17/4429834/10314044.pdf","source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tem.2023.3326233","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tem.2023.3326233","pdf_url":"https://ieeexplore.ieee.org/ielx7/17/4429834/10314044.pdf","source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388543697.pdf","grobid_xml":"https://content.openalex.org/works/W4388543697.grobid-xml"},"referenced_works_count":120,"referenced_works":["https://openalex.org/W1042911521","https://openalex.org/W1552847225","https://openalex.org/W1980681192","https://openalex.org/W2019445274","https://openalex.org/W2070808142","https://openalex.org/W2104583100","https://openalex.org/W2117332520","https://openalex.org/W2122158747","https://openalex.org/W2125910575","https://openalex.org/W2127800791","https://openalex.org/W2131681506","https://openalex.org/W2135451108","https://openalex.org/W2148131268","https://openalex.org/W2181274374","https://openalex.org/W2318182400","https://openalex.org/W2405891336","https://openalex.org/W2462711463","https://openalex.org/W2507343008","https://openalex.org/W2527819208","https://openalex.org/W2538375713","https://openalex.org/W2548543055","https://openalex.org/W2599132324","https://openalex.org/W2612452923","https://openalex.org/W2736668803","https://openalex.org/W2763818624","https://openalex.org/W2790808809","https://openalex.org/W2800094831","https://openalex.org/W2809815267","https://openalex.org/W2889850233","https://openalex.org/W2892370045","https://openalex.org/W2898448348","https://openalex.org/W2905329850","https://openalex.org/W2908088861","https://openalex.org/W2908201961","https://openalex.org/W2910038630","https://openalex.org/W2946539989","https://openalex.org/W2946661638","https://openalex.org/W2969625533","https://openalex.org/W2981871007","https://openalex.org/W2985116867","https://openalex.org/W2988504881","https://openalex.org/W2991629216","https://openalex.org/W2997011243","https://openalex.org/W2997514453","https://openalex.org/W2998072527","https://openalex.org/W3006456063","https://openalex.org/W3007298159","https://openalex.org/W3008761204","https://openalex.org/W3016012157","https://openalex.org/W3020855431","https://openalex.org/W3023793582","https://openalex.org/W3025603969","https://openalex.org/W3036644138","https://openalex.org/W3037558128","https://openalex.org/W3038111774","https://openalex.org/W3046280637","https://openalex.org/W3047349302","https://openalex.org/W3080515170","https://openalex.org/W3081214832","https://openalex.org/W3087312226","https://openalex.org/W3093530709","https://openalex.org/W3094108931","https://openalex.org/W3094223469","https://openalex.org/W3094943602","https://openalex.org/W3097382998","https://openalex.org/W3099768174","https://openalex.org/W3103615620","https://openalex.org/W3104673892","https://openalex.org/W3106517742","https://openalex.org/W3107384227","https://openalex.org/W3113331424","https://openalex.org/W3117168610","https://openalex.org/W3119138372","https://openalex.org/W3123397842","https://openalex.org/W3131198033","https://openalex.org/W3137216940","https://openalex.org/W3146929954","https://openalex.org/W3153418506","https://openalex.org/W3159114294","https://openalex.org/W3161335554","https://openalex.org/W3165018501","https://openalex.org/W3172494962","https://openalex.org/W3185346633","https://openalex.org/W3185996688","https://openalex.org/W3190598255","https://openalex.org/W3200666812","https://openalex.org/W3200759624","https://openalex.org/W3211334140","https://openalex.org/W4205584165","https://openalex.org/W4205739101","https://openalex.org/W4207009226","https://openalex.org/W4210764005","https://openalex.org/W4210922142","https://openalex.org/W4212815270","https://openalex.org/W4220704354","https://openalex.org/W4223430324","https://openalex.org/W4226338178","https://openalex.org/W4234325645","https://openalex.org/W4281259263","https://openalex.org/W4281743326","https://openalex.org/W4285156510","https://openalex.org/W4285186569","https://openalex.org/W4286267958","https://openalex.org/W4287890976","https://openalex.org/W4288366912","https://openalex.org/W4291017097","https://openalex.org/W4305071831","https://openalex.org/W4312157430","https://openalex.org/W4313494311","https://openalex.org/W4313831028","https://openalex.org/W4321760789","https://openalex.org/W4361202495","https://openalex.org/W4364378718","https://openalex.org/W4375861579","https://openalex.org/W4376959396","https://openalex.org/W4379987314","https://openalex.org/W4387414340","https://openalex.org/W6774147217","https://openalex.org/W6848940056","https://openalex.org/W6852020678"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2168022452","https://openalex.org/W3214383736","https://openalex.org/W4221021618","https://openalex.org/W2586267398","https://openalex.org/W2607142786","https://openalex.org/W2377823315","https://openalex.org/W4361272624"],"abstract_inverted_index":{"In":[0,31,131],"the":[1,14,18,83,93,124,141,147],"rapidly":[2],"evolving":[3],"digital":[4,61,180],"health":[5,62],"landscape,":[6],"technology":[7],"plays":[8],"a":[9,28,53,75,104],"pivotal":[10],"role":[11],"in":[12,46,60,153,179],"transforming":[13],"healthcare":[15,35,160],"industry.":[16],"With":[17],"exponential":[19],"growth":[20],"of":[21,107,114,174],"data,":[22],"uncovering":[23],"valuable":[24],"insights":[25,59,110,165],"has":[26],"become":[27],"daunting":[29],"task.":[30],"today's":[32],"data-driven":[33],"world,":[34],"businesses":[36,161],"must":[37],"leverage":[38],"emerging":[39,175],"technologies":[40],"to":[41,56,137,171],"stay":[42,172],"informed":[43],"about":[44],"trends":[45,176],"their":[47,151],"field.":[48],"This":[49],"research":[50],"article":[51],"presents":[52],"novel":[54],"approach":[55],"deriving":[57],"business":[58],"enabled":[63],"by":[64],"technology,":[65],"including":[66],"artificial":[67],"intelligence,":[68],"and":[69,82,89,128,139,150,177],"other":[70],"cutting-edge":[71],"advancements.":[72],"We":[73,117],"propose":[74],"methodology":[76],"that":[77],"utilizes":[78],"news":[79],"mining":[80],"techniques":[81],"global":[84],"data":[85,95],"on":[86],"events,":[87],"location,":[88],"tone":[90],"database":[91],"as":[92,183],"primary":[94],"source.":[96],"By":[97,155],"employing":[98],"natural":[99],"language":[100],"processing,":[101],"we":[102,133],"developed":[103],"practical":[105],"way":[106],"extracting":[108],"relevant":[109],"from":[111,166],"vast":[112],"amounts":[113],"public":[115,167],"data.":[116],"implemented":[118],"named-entity":[119],"recognition":[120],"(NER)":[121],"enriched":[122],"with":[123],"DBpedia":[125],"knowledge":[126],"base":[127],"relationship":[129],"extraction.":[130],"addition,":[132],"leveraged":[134],"graph":[135],"analytics":[136],"identify":[138],"analyze":[140],"most":[142],"significant":[143],"concept":[144],"relationships":[145],"within":[146],"text":[148],"corpus":[149],"evolution":[152],"time.":[154],"integrating":[156],"these":[157],"advanced":[158],"techniques,":[159],"can":[162],"extract":[163],"actionable":[164],"datasets,":[168],"empowering":[169],"them":[170],"abreast":[173],"advancements":[178],"health,":[181],"such":[182],"telehealth,":[184],"precision":[185],"medicine,":[186],"or":[187],"medical":[188],"imaging.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}