{"id":"https://openalex.org/W4403454040","doi":"https://doi.org/10.1016/j.joi.2024.101596","title":"Predicting the emergence of disruptive technologies by comparing with references via soft prompt-aware shared BERT","display_name":"Predicting the emergence of disruptive technologies by comparing with references via soft prompt-aware shared BERT","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4403454040","doi":"https://doi.org/10.1016/j.joi.2024.101596"},"language":"en","primary_location":{"id":"doi:10.1016/j.joi.2024.101596","doi":"https://doi.org/10.1016/j.joi.2024.101596","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.joi.2024.101596","pdf_url":null,"source":{"id":"https://openalex.org/S205292342","display_name":"Journal of Informetrics","issn_l":"1751-1577","issn":["1751-1577","1875-5879"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-3","ki-jl-1","norway-1","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":"Journal of Informetrics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.4685343","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000341481","display_name":"Guoxiu He","orcid":"https://orcid.org/0000-0002-1419-7495","observed_orcids":["https://orcid.org/0000-0002-1419-7495"]},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoxiu He","raw_affiliation_strings":["National Experiment Base for Intelligent Evaluation and Governance, Fudan University, Shanghai, China","School of Economics and Management, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Experiment Base for Intelligent Evaluation and Governance, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"School of Economics and Management, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077582679","display_name":"Chenxi Lin","orcid":"https://orcid.org/0009-0001-9598-6559","observed_orcids":["https://orcid.org/0009-0001-9598-6559"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxi Lin","raw_affiliation_strings":["School of Public Affairs, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-9598-6559","affiliations":[{"raw_affiliation_string":"School of Public Affairs, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112572276","display_name":"Jiayu Ren","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayu Ren","raw_affiliation_strings":["School of Economics and Management, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":null,"display_name":"Peichen Duan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peichen Duan","raw_affiliation_strings":["College of Letters & Science, University of Wisconsin-Madison, Madison, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Letters & Science, University of Wisconsin-Madison, Madison, USA","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000341481"],"corresponding_institution_ids":["https://openalex.org/I24943067","https://openalex.org/I66867065"],"apc_list":{"value":3680,"currency":"USD","value_usd":3680},"apc_paid":null,"fwci":4.4329,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.95285051,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"18","issue":"4","first_page":"101596","last_page":"101596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information 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/T10102","display_name":"scientometrics and bibliometrics research","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information 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/T10856","display_name":"Intellectual Property and Patents","score":0.002899999963119626,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T13976","display_name":"Web visibility and informetrics","score":0.00279999990016222,"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/disruption-index","display_name":"disruption index","score":0.8970000147819519},{"id":"https://openalex.org/keywords/citation-analysis","display_name":"citation analysis","score":0.6840000152587891},{"id":"https://openalex.org/keywords/soft-prompts","display_name":"soft prompts","score":0.7229999899864197},{"id":"https://openalex.org/keywords/bert","display_name":"BERT","score":0.5189999938011169},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.7120000123977661},{"id":"https://openalex.org/keywords/citation-networks","display_name":"citation networks","score":0.37700000405311584},{"id":"https://openalex.org/keywords/dblp","display_name":"DBLP","score":0.5540000200271606},{"id":"https://openalex.org/keywords/pubmed","display_name":"PubMed","score":0.9660000205039978}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6820521354675293},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.41067203879356384},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34757083654403687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30641841888427734},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.05038288235664368}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.joi.2024.101596","doi":"https://doi.org/10.1016/j.joi.2024.101596","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.joi.2024.101596","pdf_url":null,"source":{"id":"https://openalex.org/S205292342","display_name":"Journal of Informetrics","issn_l":"1751-1577","issn":["1751-1577","1875-5879"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-3","ki-jl-1","norway-1","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":"Journal of Informetrics","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.4685343","doi":"https://doi.org/10.2139/ssrn.4685343","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4685343","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"},{"id":"pmh:oai:RePEc:eee:infome:v:18:y:2024:i:4:s1751157724001081","doi":null,"is_oa":false,"landing_page_url":"http://www.sciencedirect.com/science/article/pii/S1751157724001081","pdf_url":null,"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":"article"}],"best_oa_location":{"id":"doi:10.2139/ssrn.4685343","doi":"https://doi.org/10.2139/ssrn.4685343","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4685343","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"},"sustainable_development_goals":[{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W251438302","https://openalex.org/W1508102019","https://openalex.org/W1832693441","https://openalex.org/W2005620653","https://openalex.org/W2023938699","https://openalex.org/W2059615508","https://openalex.org/W2064675550","https://openalex.org/W2074434517","https://openalex.org/W2124689612","https://openalex.org/W2141619255","https://openalex.org/W2152535649","https://openalex.org/W2153579005","https://openalex.org/W2194775991","https://openalex.org/W2206373005","https://openalex.org/W2250539671","https://openalex.org/W2255466643","https://openalex.org/W2303284028","https://openalex.org/W2325034227","https://openalex.org/W2565777120","https://openalex.org/W2626778328","https://openalex.org/W2802512257","https://openalex.org/W2803693948","https://openalex.org/W2892181857","https://openalex.org/W2913773162","https://openalex.org/W2919115771","https://openalex.org/W2930957955","https://openalex.org/W2954395902","https://openalex.org/W2963341956","https://openalex.org/W2970771982","https://openalex.org/W2972312488","https://openalex.org/W2986729576","https://openalex.org/W2990435935","https://openalex.org/W2991382858","https://openalex.org/W3002104146","https://openalex.org/W3015015884","https://openalex.org/W3023428950","https://openalex.org/W3043016077","https://openalex.org/W3112759612","https://openalex.org/W3124574179","https://openalex.org/W3152922902","https://openalex.org/W3160871654","https://openalex.org/W3161063227","https://openalex.org/W3174770825","https://openalex.org/W3185077430","https://openalex.org/W3198802556","https://openalex.org/W3203516702","https://openalex.org/W3208076782","https://openalex.org/W4213069590","https://openalex.org/W4233045210","https://openalex.org/W4234552385","https://openalex.org/W4239019441","https://openalex.org/W4246998055","https://openalex.org/W4252566574","https://openalex.org/W4285794864","https://openalex.org/W4302192999","https://openalex.org/W4311658402","https://openalex.org/W4311775151","https://openalex.org/W4317765671","https://openalex.org/W4322766882","https://openalex.org/W4327958261","https://openalex.org/W4376609674","https://openalex.org/W4380046124","https://openalex.org/W4381054134","https://openalex.org/W4385571062","https://openalex.org/W4386990899","https://openalex.org/W4387150591","https://openalex.org/W4387860811","https://openalex.org/W4399284318","https://openalex.org/W4399311208","https://openalex.org/W4406887063","https://openalex.org/W6694461276"],"related_works":["https://openalex.org/W4403841453","https://openalex.org/W7161808749","https://openalex.org/W4385976011","https://openalex.org/W7165019383","https://openalex.org/W4313589665","https://openalex.org/W2943912266","https://openalex.org/W4327958261","https://openalex.org/W7147612290","https://openalex.org/W7131867119","https://openalex.org/W2408787218"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2024-10-17T00:00:00"}