{"id":"https://openalex.org/W4389296805","doi":"https://doi.org/10.1109/ice/itmc58018.2023.10332419","title":"Technology Forecasting: Action Research on Integrating Scenario Planning and Text Mining","display_name":"Technology Forecasting: Action Research on Integrating Scenario Planning and Text Mining","publication_year":2023,"publication_date":"2023-06-19","ids":{"openalex":"https://openalex.org/W4389296805","doi":"https://doi.org/10.1109/ice/itmc58018.2023.10332419"},"language":"en","primary_location":{"id":"doi:10.1109/ice/itmc58018.2023.10332419","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ice/itmc58018.2023.10332419","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)","raw_type":"proceedings-article"},"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/A5059496850","display_name":"Tyron Offerman","orcid":"https://orcid.org/0009-0006-9341-2419"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Tyron Offerman","raw_affiliation_strings":["Leiden University,LIACS,CA Leiden,The Netherlands,2333","BearingPoint B.V., BH Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Leiden University,LIACS,CA Leiden,The Netherlands,2333","institution_ids":["https://openalex.org/I121797337"]},{"raw_affiliation_string":"BearingPoint B.V., BH Amsterdam, The Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108309933","display_name":"Ren\u00e9e Fran\u00e7oise Boot","orcid":null},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ren\u00e9e Fran\u00e7oise Boot","raw_affiliation_strings":["Leiden University,LIACS,CA Leiden,The Netherlands,2333"],"affiliations":[{"raw_affiliation_string":"Leiden University,LIACS,CA Leiden,The Netherlands,2333","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026286189","display_name":"Christoph Johann Stettina","orcid":"https://orcid.org/0000-0002-7176-4521"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Christoph Johann Stettina","raw_affiliation_strings":["Leiden University,LIACS,CA Leiden,The Netherlands,2333"],"affiliations":[{"raw_affiliation_string":"Leiden University,LIACS,CA Leiden,The Netherlands,2333","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049830358","display_name":"Joost Visser","orcid":"https://orcid.org/0000-0003-0158-3095"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Joost Visser","raw_affiliation_strings":["Leiden University,LIACS,CA Leiden,The Netherlands,2333"],"affiliations":[{"raw_affiliation_string":"Leiden University,LIACS,CA Leiden,The Netherlands,2333","institution_ids":["https://openalex.org/I121797337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059496850"],"corresponding_institution_ids":["https://openalex.org/I121797337"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21706197,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9936000108718872,"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/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9936000108718872,"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/T14306","display_name":"Technology Assessment and Management","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9896000027656555,"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/pace","display_name":"Pace","score":0.8566494584083557},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.731777012348175},{"id":"https://openalex.org/keywords/technology-forecasting","display_name":"Technology forecasting","score":0.6113423109054565},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5734974145889282},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5520699620246887},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4968550503253937},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.32649368047714233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2869036793708801},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.09357836842536926}],"concepts":[{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.8566494584083557},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.731777012348175},{"id":"https://openalex.org/C161657586","wikidata":"https://www.wikidata.org/wiki/Q1203326","display_name":"Technology forecasting","level":2,"score":0.6113423109054565},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5734974145889282},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5520699620246887},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4968550503253937},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32649368047714233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2869036793708801},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09357836842536926},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ice/itmc58018.2023.10332419","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ice/itmc58018.2023.10332419","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W10148009","https://openalex.org/W94255843","https://openalex.org/W226151366","https://openalex.org/W1541919262","https://openalex.org/W1588323357","https://openalex.org/W1663587272","https://openalex.org/W1816827037","https://openalex.org/W1966880576","https://openalex.org/W1978343804","https://openalex.org/W1985695975","https://openalex.org/W1985766689","https://openalex.org/W1993848139","https://openalex.org/W2008921608","https://openalex.org/W2009038725","https://openalex.org/W2018766607","https://openalex.org/W2028437880","https://openalex.org/W2029751781","https://openalex.org/W2057401327","https://openalex.org/W2059813301","https://openalex.org/W2082055680","https://openalex.org/W2095655043","https://openalex.org/W2098758051","https://openalex.org/W2116090915","https://openalex.org/W2123709218","https://openalex.org/W2131719550","https://openalex.org/W2133673476","https://openalex.org/W2138460610","https://openalex.org/W2146630417","https://openalex.org/W2157358055","https://openalex.org/W2169655220","https://openalex.org/W2169667133","https://openalex.org/W2189385840","https://openalex.org/W2251310666","https://openalex.org/W2269743345","https://openalex.org/W2314683765","https://openalex.org/W2464097405","https://openalex.org/W2472541825","https://openalex.org/W2486660810","https://openalex.org/W2559405577","https://openalex.org/W2786101426","https://openalex.org/W3013459941","https://openalex.org/W4210585234","https://openalex.org/W4249681745","https://openalex.org/W6600404866","https://openalex.org/W6636808696","https://openalex.org/W6720461556"],"related_works":["https://openalex.org/W2386723501","https://openalex.org/W2387879414","https://openalex.org/W2390304029","https://openalex.org/W2354923724","https://openalex.org/W2146830340","https://openalex.org/W2377101853","https://openalex.org/W2362180844","https://openalex.org/W2378405797","https://openalex.org/W4288601434","https://openalex.org/W2913869602"],"abstract_inverted_index":{"As":[0],"the":[1,41,78,102,106,116],"world":[2],"becomes":[3],"more":[4],"technology-driven,":[5],"organizations":[6],"are":[7,22],"identifying":[8],"and":[9,13,56,68,84,87,132],"assessing":[10],"technological":[11,44],"opportunities":[12],"threats":[14],"in":[15,62,113],"order":[16],"to":[17,26],"stay":[18],"relevant.":[19],"These":[20],"routines":[21],"what":[23],"we":[24,50,64,118],"refer":[25],"as":[27,71,105,128],"technology":[28,53,73,93,123],"forecasting.":[29],"However,":[30],"there":[31],"is":[32,126],"still":[33],"a":[34,37,72,89,129],"need":[35],"for":[36,80,91],"method":[38,125],"that":[39,120],"fits":[40],"pace":[42],"of":[43,108],"advancements.":[45],"To":[46],"provide":[47,77],"better":[48],"guidance,":[49],"investigate":[51],"current":[52],"forecasting":[54,74,94,124],"methods":[55],"execute":[57],"an":[58],"action":[59],"research":[60],"project":[61],"which":[63],"integrate":[65],"scenario":[66,82],"planning":[67,83],"text":[69,85,109],"mining":[70,86,110],"method.":[75,100],"We":[76],"procedures":[79],"integrating":[81],"offer":[88],"template":[90],"executing":[92],"workshops":[95],"based":[96],"on":[97],"our":[98,121],"proposed":[99,122],"Despite":[101],"barriers,":[103],"such":[104],"complexity":[107],"or":[111],"differences":[112],"experience":[114],"among":[115],"participants,":[117],"found":[119],"perceived":[127],"fast,":[130],"in-depth,":[131],"repeatable":[133],"approach.":[134]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
