{"id":"https://openalex.org/W2595097948","doi":"https://doi.org/10.3846/20294913.2016.1213193","title":"WEB DATA MINING FOR MONITORING BUSINESS EXPORT ORIENTATION","display_name":"WEB DATA MINING FOR MONITORING BUSINESS EXPORT ORIENTATION","publication_year":2017,"publication_date":"2017-03-16","ids":{"openalex":"https://openalex.org/W2595097948","doi":"https://doi.org/10.3846/20294913.2016.1213193","mag":"2595097948"},"language":"en","primary_location":{"id":"doi:10.3846/20294913.2016.1213193","doi":"https://doi.org/10.3846/20294913.2016.1213193","is_oa":true,"landing_page_url":"https://doi.org/10.3846/20294913.2016.1213193","pdf_url":"https://journals.vgtu.lt/index.php/TEDE/article/download/107/82","source":{"id":"https://openalex.org/S115091506","display_name":"Technological and Economic Development of Economy","issn_l":"1392-8619","issn":["1392-8619","1822-3613","2029-4913","2029-4921"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317518","host_organization_name":"Vilnius Gediminas Technical University","host_organization_lineage":["https://openalex.org/P4310317518"],"host_organization_lineage_names":["Vilnius Gediminas Technical University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technological and Economic Development of Economy","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.vgtu.lt/index.php/TEDE/article/download/107/82","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006176648","display_name":"Amparo Blazquez-Soriano","orcid":"https://orcid.org/0000-0002-5203-6369","observed_orcids":["https://orcid.org/0000-0002-5203-6369"]},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Desamparados BLAZQUEZ","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Val\u00e8ncia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Val\u00e8ncia","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026765555","display_name":"Josep Dom\u00e8nech","orcid":"https://orcid.org/0000-0002-7302-5810","observed_orcids":["https://orcid.org/0000-0002-7302-5810"]},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Josep DOMENECH","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Val\u00e8ncia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Val\u00e8ncia","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60053951"],"apc_list":{"value":675,"currency":"EUR","value_usd":727},"apc_paid":{"value":675,"currency":"EUR","value_usd":727},"fwci":7.0476,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.96834367,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"24","issue":"2","first_page":"406","last_page":"428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10128","display_name":"Global trade and economics","score":0.6083999872207642,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10128","display_name":"Global trade and economics","score":0.6083999872207642,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10415","display_name":"International Business and FDI","score":0.20970000326633453,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.043800000101327896,"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/web-mining","display_name":"web mining","score":0.9580000042915344},{"id":"https://openalex.org/keywords/nowcasting","display_name":"nowcasting","score":0.906000018119812},{"id":"https://openalex.org/keywords/internationalization","display_name":"internationalization","score":0.8859999775886536},{"id":"https://openalex.org/keywords/economic-development-indicators","display_name":"economic development indicators","score":0.5920000076293945}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7150833010673523},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.6373336911201477},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5175473093986511},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5065711736679077},{"id":"https://openalex.org/C97509610","wikidata":"https://www.wikidata.org/wiki/Q3141064","display_name":"Internationalization","level":2,"score":0.49945759773254395},{"id":"https://openalex.org/C27574286","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Variables","level":2,"score":0.4871184825897217},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4210391640663147},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.41636577248573303},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3512457013130188},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2521306276321411},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2496224343776703},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.17177829146385193},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16676193475723267},{"id":"https://openalex.org/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3846/20294913.2016.1213193","doi":"https://doi.org/10.3846/20294913.2016.1213193","is_oa":true,"landing_page_url":"https://doi.org/10.3846/20294913.2016.1213193","pdf_url":"https://journals.vgtu.lt/index.php/TEDE/article/download/107/82","source":{"id":"https://openalex.org/S115091506","display_name":"Technological and Economic Development of Economy","issn_l":"1392-8619","issn":["1392-8619","1822-3613","2029-4913","2029-4921"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317518","host_organization_name":"Vilnius Gediminas Technical University","host_organization_lineage":["https://openalex.org/P4310317518"],"host_organization_lineage_names":["Vilnius Gediminas Technical University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technological and Economic Development of Economy","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b4a67a6e2bea4db29b835078c5adf240","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/b4a67a6e2bea4db29b835078c5adf240","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Technological and Economic Development of Economy, Vol 24, Iss 2 (2018)","raw_type":"article"},{"id":"pmh:oai:riunet.upv.es:10251/105859","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/105859","pdf_url":null,"source":{"id":"https://openalex.org/S4306400639","display_name":"RiuNet (Universitat Polit\u00e8cnica de Val\u00e8ncia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3846/20294913.2016.1213193","doi":"https://doi.org/10.3846/20294913.2016.1213193","is_oa":true,"landing_page_url":"https://doi.org/10.3846/20294913.2016.1213193","pdf_url":"https://journals.vgtu.lt/index.php/TEDE/article/download/107/82","source":{"id":"https://openalex.org/S115091506","display_name":"Technological and Economic Development of Economy","issn_l":"1392-8619","issn":["1392-8619","1822-3613","2029-4913","2029-4921"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317518","host_organization_name":"Vilnius Gediminas Technical University","host_organization_lineage":["https://openalex.org/P4310317518"],"host_organization_lineage_names":["Vilnius Gediminas Technical University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technological and Economic Development of Economy","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure"}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/17","score":0.5099999904632568,"display_name":"Partnerships for the goals"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4717844741","display_name":null,"funder_award_id":"FPU14/02386","funder_id":"https://openalex.org/F4320321764","funder_display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte"},{"id":"https://openalex.org/G5323840912","display_name":null,"funder_award_id":"TIN2013-43913-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320321764","display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte","ror":"https://ror.org/03nc27g21"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2595097948.pdf","grobid_xml":"https://content.openalex.org/works/W2595097948.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1038713089","https://openalex.org/W1489481139","https://openalex.org/W1526610032","https://openalex.org/W1527130210","https://openalex.org/W1582650848","https://openalex.org/W1965725152","https://openalex.org/W1966181635","https://openalex.org/W1968562683","https://openalex.org/W1971987011","https://openalex.org/W1977478701","https://openalex.org/W1981282537","https://openalex.org/W1990056306","https://openalex.org/W1991000878","https://openalex.org/W1994329400","https://openalex.org/W2000704855","https://openalex.org/W2007864914","https://openalex.org/W2013872600","https://openalex.org/W2016877639","https://openalex.org/W2025476000","https://openalex.org/W2032754093","https://openalex.org/W2036454956","https://openalex.org/W2037408168","https://openalex.org/W2038364413","https://openalex.org/W2043928957","https://openalex.org/W2044289901","https://openalex.org/W2056795330","https://openalex.org/W2058468447","https://openalex.org/W2060006541","https://openalex.org/W2060608093","https://openalex.org/W2062557814","https://openalex.org/W2069228454","https://openalex.org/W2070049252","https://openalex.org/W2070902612","https://openalex.org/W2071538744","https://openalex.org/W2077013681","https://openalex.org/W2077701650","https://openalex.org/W2084278466","https://openalex.org/W2091422380","https://openalex.org/W2093879700","https://openalex.org/W2096005155","https://openalex.org/W2100938902","https://openalex.org/W2105201700","https://openalex.org/W2105326496","https://openalex.org/W2107555532","https://openalex.org/W2109152419","https://openalex.org/W2111912813","https://openalex.org/W2127419530","https://openalex.org/W2150019804","https://openalex.org/W2153853937","https://openalex.org/W2154291363","https://openalex.org/W2155419203","https://openalex.org/W2166072655","https://openalex.org/W2167240299","https://openalex.org/W2170730219","https://openalex.org/W2171023924","https://openalex.org/W2564697547","https://openalex.org/W3122136669","https://openalex.org/W4245920622"],"related_works":["https://openalex.org/W277692734","https://openalex.org/W1968562683","https://openalex.org/W7061033244","https://openalex.org/W6979783101","https://openalex.org/W6983505527","https://openalex.org/W2114443891","https://openalex.org/W1497472027","https://openalex.org/W2306907645","https://openalex.org/W2914453322","https://openalex.org/W2207802716"],"abstract_inverted_index":{"The":[0],"World":[1],"Wide":[2],"Web":[3],"(WWW)":[4],"has":[5],"become":[6],"the":[7,13,22,26,29,96,115,154,163,168,171,191,218],"largest":[8],"repository":[9],"of":[10,28,68,71,98,117,136,157,193,207,221,226,231],"information":[11],"in":[12,32,119],"world,":[14],"providing":[15],"a":[16,66,83,222,232],"data":[17,89],"stream":[18],"that":[19,178],"grows":[20],"at":[21],"same":[23],"time":[24],"as":[25,65],"scope":[27],"Internet":[30],"does":[31],"society.":[33],"As":[34],"with":[35,114,203],"most":[36],"Information":[37],"and":[38,54,74,189,195],"Communication":[39],"Technologies":[40],"(ICTs),":[41],"its":[42],"digital":[43],"nature":[44],"makes":[45],"it":[46,53,60,211],"easy":[47],"for":[48,185],"computer":[49],"programs":[50],"to":[51,129,214],"analyze":[52],"discover":[55],"information.":[56],"This":[57,209],"is":[58,61,112,150,212],"why":[59],"being":[62],"increas\u00adingly":[63],"explored":[64],"source":[67],"new":[69,143],"indicators":[70,77],"technology,":[72],"economics":[73],"development.":[75,121],"Web-based":[76],"can":[78,199],"be":[79,200],"made":[80],"available":[81],"on":[82,110],"real-time":[84],"basis,":[85],"unlike":[86],"delayed":[87],"official":[88],"releases.":[90],"In":[91],"this":[92],"paper,":[93],"we":[94,126],"examine":[95],"viability":[97],"monitoring":[99],"firm":[100,138,186],"export":[101,139,187,219],"orientation":[102,220],"from":[103],"automatically":[104,172],"retrieved":[105,165,173],"web":[106,132,166],"variables.":[107],"Our":[108,175],"focus":[109],"exports":[111],"consistent":[113],"role":[116],"internationalization":[118],"economic":[120,228],"To":[122],"evaluate":[123],"our":[124],"approach,":[125],"first":[127],"checked":[128],"what":[130],"extent":[131],"variables":[133,144,181,198],"are":[134,145,182],"capable":[135],"predicting":[137],"orientation.":[140],"Once":[141],"these":[142],"validated,":[146],"their":[147],"automated":[148,202],"re\u00adtrieval":[149],"assessed":[151],"by":[152],"comparing":[153],"predictive":[155],"performance":[156],"two":[158],"nowcast":[159,215],"models:":[160],"one":[161],"considering":[162,170],"manually":[164],"variables,":[167],"other":[169],"ones.":[174],"results":[176],"evidence":[177],"i)":[179],"web-based":[180],"good":[183],"predictors":[184],"orientation,":[188],"ii)":[190],"process":[192],"extracting":[194],"analyzing":[196],"such":[197],"entirely":[201],"no":[204],"significant":[205],"loss":[206],"performance.":[208],"way,":[210],"possible":[213],"not":[216],"only":[217],"firm,":[223],"but":[224],"also":[225],"an":[227],"sector":[229],"or":[230],"region.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2017-03-23T00:00:00"}