2026-05-12T07:41:25Zhttps://riubu.ubu.es/oai/request

oai:riubu.ubu.es:10259/50022024-05-20T07:08:25Zcom_10259_3830com_10259_5086com_10259_2604col_10259_3832

Briz i Godino, Ivan 3041b222-5ee3-438b-8899-4f058ca756a5 500 Ahedo García, Virginia 10 500 0000-0002-9812-388X Álvarez, Myrian 70b392a4-7384-4ed6-85a1-4724e57ed0f1 500 Pal, Nélida . 640f62cb-20c2-483d-9203-167eaa5c733f 500 Turnes, Lucas . f9fba79e-c436-47f0-bc50-785a5810e518 500 Santos Martín, José Ignacio 526 500 0000-0002-6653-043X Zurro, Débora 2c9d15de-83d0-46e0-9c8b-c9ac1d38841c 500 Caro Saiz, Jorge d1b0ab15-34f1-48a4-a370-7178123b2322 500 Galán Ordax, José Manuel 188 500 0000-0003-3360-7602 2018-11-09T10:04:08Z 2018-11-09T10:04:08Z 2018-10 2054-5703 http://hdl.handle.net/10259/5002 10.1098/rsos.180906 The present work aims to quantitatively explore and understand the relationship between mobility types (nautical versus pedestrian), specific technological traits and shared technological knowledge in pedestrian hunter–gatherer and nautical hunter–fisher–gatherer societies from the southernmost portion of South America. To that end, advanced statistical learning techniques are used: state-of-the-art classification algorithms and variable importance analyses. Results show a strong relationship between technological knowledge, traits and mobility types. Occupations can be accurately classified into nautical and pedestrian due to the existence of a non-trivial pattern between mobility and a relatively small fraction of variables from some specific technological categories. Cases where the best-fitted classification algorithm fails to generalize are found significantly interesting. These instances can unveil lack of information, not enough entries in the training set, singular features or ambiguity, the latter case being a possible indicator of the interaction between nautical and pedestrian societies. HAR-2009-06996, CSD2010-00034, HAR2017- 90883-REDC, CULM-HAR2016-77672-P (Ministerio de Ciencia e Innovacio´n de Espan˜ a); PIP-0706, PIP-0348 (Consejo Nacional de Investigaciones Cientı´ficas y Tecnolo´gicas-Argentina) and PICT 2012-2148 (Ministerio de Ciencia, Tecnologı´a e Innovacio´n Productiva de la Repu´ blica Argentina); PROC/12-120610-A (SESAR WPE Long Term and Innovative Research-European Commission); and Project GR-7846 (Wenner-Gren Foundation for Anthropological Research) application/pdf eng The Royal Society Royal Society Open Science. 2018, V. 5, n. 10, 180906 http://dx.doi.org/10.1098/rsos.180906 info:eu-repo/grantAgreement/MICINN/HAR-2009-06996 info:eu-repo/grantAgreement/MICINN/CSD2010-00034 info:eu-repo/grantAgreement/MICINN/HAR2017- 90883-REDC info:eu-repo/grantAgreement/MICINN/CULM-HAR2016-77672-P info:eu-repo/grantAgreement/Consejo Nacional de Investigaciones Científicas y Tecnológicas/PIP-0706 info:eu-repo/grantAgreement/Consejo Nacional de Investigaciones Científicas y Tecnológicas/PIP-0348 info:eu-repo/grantAgreement/Ministerio de Ciencia, Tecnología e Innovación Productiva/PICT 2012-2148 info:eu-repo/grantAgreement/EC/PROC/12-120610-A info:eu-repo/grantAgreement/Wenner-Gren Foundation for Anthropological Research/GR-7846 Attribution 4.0 International http://creativecommons.org/licenses/by/4.0/ info:eu-repo/semantics/openAccess Hunter–gatherer Statistical learning Shared technology Random forest Mobility Transportes Sociología Transportation Sociology Hunter–gatherer mobility and technological landscapes in southernmost South America: a statistical learning approach info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion CC-LICENSE license_rdf license_rdf application/rdf+xml; charset=utf-8 908 https://riubu.ubu.es/bitstream/10259/5002/8/license_rdf 0175ea4a2d4caec4bbcc37e300941108 MD5 8 THUMBNAIL Briz-rsos_2018.pdf.jpg Briz-rsos_2018.pdf.jpg IM Thumbnail image/jpeg 4991 https://riubu.ubu.es/bitstream/10259/5002/7/Briz-rsos_2018.pdf.jpg 081ce79ae3eefdf2f7ad2a12f54c4f19 MD5 7 ORIGINAL Briz-rsos_2018.pdf Briz-rsos_2018.pdf application/pdf 1366097 https://riubu.ubu.es/bitstream/10259/5002/1/Briz-rsos_2018.pdf 635d2f1aa0e2382223e014900af57aad MD5 1 LICENSE license.txt license.txt text/plain; charset=utf-8 999 https://riubu.ubu.es/bitstream/10259/5002/5/license.txt b295bcbce42e2caabeb0c623d3860c06 MD5 5 TEXT Briz-rsos_2018.pdf.txt Briz-rsos_2018.pdf.txt Extracted text text/plain 60433 https://riubu.ubu.es/bitstream/10259/5002/6/Briz-rsos_2018.pdf.txt a7f2280cb2ca9162010a0e5f93723ea4 MD5 6 10259/5002 oai:riubu.ubu.es:10259/5002 2024-05-20 09:08:25.906 Repositorio Institucional de la Universidad de Burgos bubrep@ubu.es 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