{"id":"https://openalex.org/W1999801985","doi":"https://doi.org/10.1016/j.techfore.2006.05.020","title":"Text mining as a valuable tool in foresight exercises: A study on nanotechnology","display_name":"Text mining as a valuable tool in foresight exercises: A study on nanotechnology","publication_year":2006,"publication_date":"2006-07-30","ids":{"openalex":"https://openalex.org/W1999801985","doi":"https://doi.org/10.1016/j.techfore.2006.05.020","mag":"1999801985"},"language":"en","primary_location":{"id":"doi:10.1016/j.techfore.2006.05.020","doi":"https://doi.org/10.1016/j.techfore.2006.05.020","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.techfore.2006.05.020","pdf_url":null,"source":{"id":"https://openalex.org/S39307421","display_name":"Technological Forecasting and Social Change","issn_l":"0040-1625","issn":["0040-1625","1873-5509"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-2","jufo-3","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technological Forecasting and Social Change","raw_type":"journal-article"},"volume":null,"type":"article","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/A5070818960","display_name":"Marcio de Miranda Santo","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marcio de Miranda Santo","raw_affiliation_strings":["Center for Management and Strategic Studies \u2013 CGEE, SCN Quadra 2, Bloco A, Ed. Corporate Financial Center, 11\u00b0 andar, Sala 1102, CEP 70712-900 Bras\u00edlia-DF-Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Management and Strategic Studies \u2013 CGEE, SCN Quadra 2, Bloco A, Ed. Corporate Financial Center, 11\u00b0 andar, Sala 1102, CEP 70712-900 Bras\u00edlia-DF-Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067723766","display_name":"Gilda Massari Coelho","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Gilda Massari Coelho","raw_affiliation_strings":["Center for Management and Strategic Studies \u2013 CGEE, SCN Quadra 2, Bloco A, Ed. Corporate Financial Center, 11\u00b0 andar, Sala 1102, CEP 70712-900 Bras\u00edlia-DF-Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Management and Strategic Studies \u2013 CGEE, SCN Quadra 2, Bloco A, Ed. Corporate Financial Center, 11\u00b0 andar, Sala 1102, CEP 70712-900 Bras\u00edlia-DF-Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083647920","display_name":"Dalci Maria dos Santos","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dalci Maria dos Santos","raw_affiliation_strings":["Center for Management and Strategic Studies \u2013 CGEE, SCN Quadra 2, Bloco A, Ed. Corporate Financial Center, 11\u00b0 andar, Sala 1102, CEP 70712-900 Bras\u00edlia-DF-Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Management and Strategic Studies \u2013 CGEE, SCN Quadra 2, Bloco A, Ed. Corporate Financial Center, 11\u00b0 andar, Sala 1102, CEP 70712-900 Bras\u00edlia-DF-Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026634752","display_name":"L\u00e9lio Fellows Filho","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"L\u00e9lio Fellows Filho","raw_affiliation_strings":["Center for Management and Strategic Studies \u2013 CGEE, SCN Quadra 2, Bloco A, Ed. Corporate Financial Center, 11\u00b0 andar, Sala 1102, CEP 70712-900 Bras\u00edlia-DF-Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Management and Strategic Studies \u2013 CGEE, SCN Quadra 2, Bloco A, Ed. Corporate Financial Center, 11\u00b0 andar, Sala 1102, CEP 70712-900 Bras\u00edlia-DF-Brazil","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5067723766"],"corresponding_institution_ids":[],"apc_list":{"value":3490,"currency":"USD","value_usd":3490},"apc_paid":null,"fwci":37.3606,"has_fulltext":false,"cited_by_count":95,"citation_normalized_percentile":{"value":0.99370431,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"73","issue":"8","first_page":"1013","last_page":"1027"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.51419997215271,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.51419997215271,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T14345","display_name":"Scientific Research and Philosophical Inquiry","score":0.3375999927520752,"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"}},{"id":"https://openalex.org/T13204","display_name":"Competitive and Knowledge Intelligence","score":0.07720000296831131,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/text-mining","display_name":"text mining","score":0.9990000128746033},{"id":"https://openalex.org/keywords/futures-studies","display_name":"futures studies","score":0.9340000152587891},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"nanotechnology","score":0.9670000076293945},{"id":"https://openalex.org/keywords/research-and-development-policy","display_name":"R&D policy","score":0.8100000023841858},{"id":"https://openalex.org/keywords/science-and-technology-policy","display_name":"science and technology policy","score":0.7559999823570251},{"id":"https://openalex.org/keywords/r-d-investment","display_name":"R&D investment","score":0.6399999856948853},{"id":"https://openalex.org/keywords/data-monitoring","display_name":"data monitoring","score":0.48399999737739563},{"id":"https://openalex.org/keywords/tacit-knowledge","display_name":"tacit knowledge","score":0.6819999814033508},{"id":"https://openalex.org/keywords/visions-of-the-future","display_name":"future vision","score":0.33500000834465027}],"concepts":[{"id":"https://openalex.org/C64848388","wikidata":"https://www.wikidata.org/wiki/Q188867","display_name":"Futures studies","level":2,"score":0.9279376268386841},{"id":"https://openalex.org/C133979268","wikidata":"https://www.wikidata.org/wiki/Q1682108","display_name":"Vision","level":2,"score":0.7579604387283325},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6197189688682556},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5137456655502319},{"id":"https://openalex.org/C2779561248","wikidata":"https://www.wikidata.org/wiki/Q743861","display_name":"Tacit knowledge","level":2,"score":0.49697616696357727},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4923356771469116},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.44833076000213623},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4001838266849518},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3736642301082611},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34678173065185547},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31242266297340393},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.16164952516555786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13551393151283264},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.techfore.2006.05.020","doi":"https://doi.org/10.1016/j.techfore.2006.05.020","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.techfore.2006.05.020","pdf_url":null,"source":{"id":"https://openalex.org/S39307421","display_name":"Technological Forecasting and Social Change","issn_l":"0040-1625","issn":["0040-1625","1873-5509"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-2","jufo-3","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technological Forecasting and Social Change","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W180098154","https://openalex.org/W564830659","https://openalex.org/W1533592001","https://openalex.org/W1796898975","https://openalex.org/W2000039169","https://openalex.org/W2044522635","https://openalex.org/W2081561671","https://openalex.org/W2082055680","https://openalex.org/W2170323119"],"related_works":["https://openalex.org/W4256313086","https://openalex.org/W7056676256","https://openalex.org/W1976224009","https://openalex.org/W2559405577","https://openalex.org/W2047473644","https://openalex.org/W7131919401","https://openalex.org/W2010444529","https://openalex.org/W2802767754","https://openalex.org/W2435249991","https://openalex.org/W2795828634"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":7}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2016-06-24T00:00:00"}