{"id":"https://openalex.org/W2016943389","doi":"https://doi.org/10.1098/rsif.2014.1044","title":"Extracting information from S-curves of language change","display_name":"Extracting information from S-curves of language change","publication_year":2014,"publication_date":"2014-10-22","ids":{"openalex":"https://openalex.org/W2016943389","doi":"https://doi.org/10.1098/rsif.2014.1044","mag":"2016943389","pmid":"https://pubmed.ncbi.nlm.nih.gov/25339692","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4223929"},"language":"en","primary_location":{"id":"doi:10.1098/rsif.2014.1044","doi":"https://doi.org/10.1098/rsif.2014.1044","is_oa":false,"landing_page_url":"https://doi.org/10.1098/rsif.2014.1044","pdf_url":null,"source":{"id":"https://openalex.org/S129150467","display_name":"Journal of The Royal Society Interface","issn_l":"1742-5662","issn":["1742-5662","1742-5689"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319787","host_organization_name":"Royal Society","host_organization_lineage":["https://openalex.org/P4310319787"],"host_organization_lineage_names":["Royal Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of The Royal Society Interface","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4223929","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Fakhteh Ghanbarnejad","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210111875","display_name":"Max Planck Institute for the Physics of Complex Systems","ror":"https://ror.org/01bf9rw71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210111875"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fakhteh Ghanbarnejad","raw_affiliation_strings":["Max Planck Institute for the Physics of Complex Systems, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for the Physics of Complex Systems, Dresden, Germany","institution_ids":["https://openalex.org/I4210111875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008805047","display_name":"Martin Gerlach","orcid":"https://orcid.org/0000-0002-0879-7865","observed_orcids":["https://orcid.org/0000-0002-0879-7865"]},"institutions":[{"id":"https://openalex.org/I4210111875","display_name":"Max Planck Institute for the Physics of Complex Systems","ror":"https://ror.org/01bf9rw71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210111875"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Gerlach","raw_affiliation_strings":["Max Planck Institute for the Physics of Complex Systems, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for the Physics of Complex Systems, Dresden, Germany","institution_ids":["https://openalex.org/I4210111875"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jos\u00e9 M. Miotto","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210111875","display_name":"Max Planck Institute for the Physics of Complex Systems","ror":"https://ror.org/01bf9rw71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210111875"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Miotto","raw_affiliation_strings":["Max Planck Institute for the Physics of Complex Systems, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for the Physics of Complex Systems, Dresden, Germany","institution_ids":["https://openalex.org/I4210111875"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023812700","display_name":"Eduardo G. Altmann","orcid":"https://orcid.org/0000-0002-1932-3710","observed_orcids":["https://orcid.org/0000-0002-1932-3710"]},"institutions":[{"id":"https://openalex.org/I4210111875","display_name":"Max Planck Institute for the Physics of Complex Systems","ror":"https://ror.org/01bf9rw71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210111875"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eduardo G. Altmann","raw_affiliation_strings":["Max Planck Institute for the Physics of Complex Systems, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for the Physics of Complex Systems, Dresden, Germany","institution_ids":["https://openalex.org/I4210111875"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210111875"],"apc_list":null,"apc_paid":null,"fwci":3.776,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.92841287,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"11","issue":"101","first_page":"20141044","last_page":"20141044"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.5419999957084656,"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":0.5419999957084656,"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/T12090","display_name":"Language and cultural evolution","score":0.31790000200271606,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"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/T14006","display_name":"Linguistics, Language Diversity, and Identity","score":0.04729999974370003,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/s-curve","display_name":"S-curve","score":0.8930000066757202},{"id":"https://openalex.org/keywords/language-change","display_name":"language change","score":0.8629999756813049},{"id":"https://openalex.org/keywords/diffusion-of-innovations","display_name":"diffusion of innovations","score":0.6510000228881836},{"id":"https://openalex.org/keywords/bass-diffusion-model","display_name":"Bass diffusion model","score":0.6899999976158142},{"id":"https://openalex.org/keywords/complex-networks","display_name":"complex networks","score":0.8050000071525574},{"id":"https://openalex.org/keywords/endogenous-and-exogenous-factors","display_name":"endogenous and exogenous factors","score":0.7509999871253967},{"id":"https://openalex.org/keywords/historical-text-corpora","display_name":"historical text corpora","score":0.6150000095367432},{"id":"https://openalex.org/keywords/adoption-dynamics","display_name":"adoption dynamics","score":0.4300000071525574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6759999990463257},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5202000141143799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4961000084877014},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.48649999499320984},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.48579999804496765},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.40849998593330383},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.3409999907016754},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.33629998564720154},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.305400013923645},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.29919999837875366},{"id":"https://openalex.org/C153578388","wikidata":"https://www.wikidata.org/wiki/Q351625","display_name":"Theoretical linguistics","level":2,"score":0.29440000653266907},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C175694140","wikidata":"https://www.wikidata.org/wiki/Q980329","display_name":"Orthographic projection","level":2,"score":0.2736999988555908},{"id":"https://openalex.org/C106930687","wikidata":"https://www.wikidata.org/wiki/Q976327","display_name":"Romanization","level":2,"score":0.2727999985218048},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2702000141143799},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.2590000033378601},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.2565999925136566}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":"Q000266","qualifier_name":"history","is_major_topic":true},{"descriptor_ui":"D049672","descriptor_name":"History, 19th Century","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049673","descriptor_name":"History, 20th Century","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049674","descriptor_name":"History, 21st Century","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1098/rsif.2014.1044","doi":"https://doi.org/10.1098/rsif.2014.1044","is_oa":false,"landing_page_url":"https://doi.org/10.1098/rsif.2014.1044","pdf_url":null,"source":{"id":"https://openalex.org/S129150467","display_name":"Journal of The Royal Society Interface","issn_l":"1742-5662","issn":["1742-5662","1742-5689"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319787","host_organization_name":"Royal Society","host_organization_lineage":["https://openalex.org/P4310319787"],"host_organization_lineage_names":["Royal Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of The Royal Society Interface","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:3645550","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4223929","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:4223929","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4223929","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"J R Soc Interface","raw_type":"Text"},{"id":"pmid:25339692","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25339692","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Royal Society, Interface","raw_type":"Historical Article"},{"id":"pmh:oai:arXiv.org:1406.4498","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1406.4498","pdf_url":"https://arxiv.org/pdf/1406.4498","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:edoc.mpg.de:701802","doi":null,"is_oa":false,"landing_page_url":"http://edoc.mpg.de/701802","pdf_url":null,"source":{"id":"https://openalex.org/S4406922265","display_name":"Max Planck Institute for Plasma Physics","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of the Royal Society Interface, v.11 (2014)","raw_type":"Article"},{"id":"doi:10.48550/arxiv.1406.4498","doi":"https://doi.org/10.48550/arxiv.1406.4498","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1406.4498","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:3645550","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4223929","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W46912262","https://openalex.org/W1526371134","https://openalex.org/W1597333134","https://openalex.org/W1977136137","https://openalex.org/W1978118493","https://openalex.org/W1984775902","https://openalex.org/W1989085267","https://openalex.org/W1997415978","https://openalex.org/W2002813228","https://openalex.org/W2017761238","https://openalex.org/W2019096529","https://openalex.org/W2042034885","https://openalex.org/W2051722917","https://openalex.org/W2058105398","https://openalex.org/W2069860303","https://openalex.org/W2086627840","https://openalex.org/W2096990683","https://openalex.org/W2114843859","https://openalex.org/W2133330094","https://openalex.org/W2138984667","https://openalex.org/W2153161473","https://openalex.org/W2787894218","https://openalex.org/W3124644065","https://openalex.org/W4238452917","https://openalex.org/W4253543067","https://openalex.org/W4255116730","https://openalex.org/W4302334353","https://openalex.org/W4394112816"],"related_works":["https://openalex.org/W2502847235","https://openalex.org/W2153161473","https://openalex.org/W7208374991","https://openalex.org/W7140112913","https://openalex.org/W2748831232","https://openalex.org/W2284125040","https://openalex.org/W2328436762","https://openalex.org/W3094058445","https://openalex.org/W4415276670","https://openalex.org/W1985137432"],"abstract_inverted_index":{"It":[0],"is":[1,172],"well":[2],"accepted":[3],"that":[4,167],"adoption":[5,46,128,148,180],"of":[6,30,40,47,54,73,86,94,104,129,134,149,153,160,170],"innovations":[7,49],"are":[8,124,144],"described":[9],"by":[10],"S-curves":[11,93],"(slow":[12],"start,":[13],"accelerating":[14],"period":[15],"and":[16,88,107,133,138,156,175],"slow":[17],"end).":[18],"In":[19],"this":[20],"paper,":[21],"we":[22,83],"analyse":[23],"how":[24],"much":[25],"information":[26,177],"on":[27,44,80,178],"the":[28,45,58,77,92,102,121,127,147,158,168,179],"dynamics":[29,79],"innovation":[31],"spreading":[32],"can":[33],"be":[34],"obtained":[35],"from":[36,57,114],"a":[37,98],"quantitative":[38],"description":[39],"S-curves.":[41,115],"We":[42,96,116],"focus":[43],"linguistic":[48],"for":[50,63,151],"which":[51,120,141],"detailed":[52],"databases":[53],"written":[55],"texts":[56],"last":[59],"200":[60],"years":[61],"allow":[62],"an":[64],"unprecedented":[65],"statistical":[66],"precision.":[67],"Combining":[68],"data":[69],"analysis":[70],"with":[71],"simulations":[72],"simple":[74],"models":[75],"(e.g.":[76],"Bass":[78],"complex":[81],"networks),":[82],"identify":[84],"signatures":[85],"endogenous":[87,142],"exogenous":[89,122],"factors":[90,106,123,143],"in":[91,119,140,157],"adoption.":[95],"propose":[97],"measure":[99],"to":[100,111],"quantify":[101],"strength":[103],"these":[105],"three":[108],"different":[109],"methods":[110],"estimate":[112],"it":[113],"obtain":[117],"cases":[118,139],"dominant":[125,145],"(in":[126,146],"German":[130],"orthographic":[131],"reforms":[132],"one":[135],"irregular":[136],"verb)":[137],"conventions":[150],"romanization":[152],"Russian":[154],"names":[155],"regularization":[159],"most":[161],"studied":[162],"verbs).":[163],"These":[164],"results":[165],"show":[166],"shape":[169],"S-curve":[171],"not":[173],"universal":[174],"contains":[176],"mechanism.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":3}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}