2021, Number 1
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Revista Cubana de Información en Ciencias de la Salud (ACIMED) 2021; 32 (1)
Uncovering open access criticisms by visualizing texts with Voyant Tools
Sánchez TN
Language: Spanish
References: 38
Page: 1-40
PDF size: 1482.33 Kb.
ABSTRACT
Voyant Tools is an open-source web environment designed to facilitate the hermeneutical cycle by navigating between different levels of reading, analysis, and interactive visualization of texts (scientific articles, web pages, Twitter messages, literary works). The objective of this article is to exemplify how we can use this tool for the exploration and analysis of scientific texts, discovering themes and associations between documents. 33 scientific documents that question and problematize the open access and open science movements are used as a corpus for analysis. Through different analytical and visualization tools, emerge terms (open source, APC, impact factor, prestige, exclusion, colonialism, coloniality) that as traces of "breadcrumbs" serve to make new explorations and visualizations that allow to identify authors, documents and problems related to open access and open science. It is concluded that Voyant Tools is a versatile and intuitive tool with various potentialities for the analysis and discovery of information in texts. Regarding the topic explored, criticisms and problematizations related to the emphasis on the market and capitalist acceleration behind open access and open science policies and initiatives are identified, with the rise of the commercial open access journals’ business model based on article processing charge (APC) and the appearance of new colonialism and epistemicide when open access, commodification of knowledge and distorted use of the impact factor are combined.
REFERENCES
Lima JLO, Álvares L. Organização e representação da informação e do conhecimento. En: Álvarez L, editor. Organização da informação e do conhecimento: conceitos, subsídios interdisciplinares e aplicações. São Paulo: B4 Editores; 2012. p. 21-48.
Alvarenga L. Representação do conhecimento na perspectiva da. Encontros Bibli: Revista Eletrônica de Biblioteconomia e Ciência da Informação. 2003;(15):23.
Vargas-Quesada B, Moya-Anegón F. Visualizing the Structure of Science. Berlin: Springer-Verlag; 2007.
Sinclair S, Rockwell G. Text Analysis and Visualization: Making Meaning Count. En: Schreibman S, Siemens R, Unsworth J, editores. A New Companion to Digital Humanities. West Sussex: John Wiley & Sons, Ltd; 2016. p. 274-90.
Sinclair S, Rockwell G. About - Voyant Tools Help. 2020 [acceso: 27/12/2020]. Disponible en: Disponible en: https://voyant-tools.org/docs/#!/guide/about
Tennant JP, Waldner F, Jacques DC, Masuzzo P, Collister LB, Hartgerink ChrisHJ. The academic, economic and societal impacts of Open Access: an evidence-based review. F1000Res. 2016 [acceso: 22/12/2020];5:632. Disponible en: Disponible en: https://f1000research.com/articles/5-632/v1
Sánchez-Tarragó N. Ciência aberta e acesso aberto para o Sul: perspectivas críticas e desafios. En: Moreira LA, Souza JA, Tanus GF, editores. Informação na Sociedade Contemporânea. Florianópolis: Rocha Gráfica e Editora (Selo Nyota); 2020.
González Aguilar A, Pinto AL, Semeler AR, Soares APA. Visualização de dados, informação e conhecimento. Florianópolis: Editora UFSC; 2017.
Ward M, Grinstein GG, Keim D. Interactive data visualization: foundations, techniques, and applications. Second edition. Boca Raton: CRC Press, Taylor & Francis Group; 2015. p. 558.
Torres Ponjuán D, Ponjuán Dante G. Influencias ergonómicas en la visualización de la información. Informação & Informação. 2010 [acceso: 27/12/2020];15(1):17-36. Disponible en: Disponible en: http://www.uel.br/revistas/uel/index.php/informacao/article/view/3895
Caballero-Rivero A. Mapeamento exploratório dos estudos sobre Visual Analitycs: principais conceitos, metodologias e ferramentas. En: Moreira LA, Souza JA, Tanus GF, editores. Informação na Sociedade Contemporânea. Florianópolis: Rocha Gráfica e Editora (Selo Nyota); 2020. p. 51-74.
Börner K, Chen C, Boyack KW. Visualizing knowledge domains. Annual Review of Information Science and Technology. 2003[acceso: 27/12/2020];37(1):179-255. Disponible en: Disponible en: https://asistdl.onlinelibrary.wiley.com/doi/abs/10.1002/aris.1440370106
Jockers ML, Underwood T. Text-Mining the Humanities. En: Schreibman S, Siemens R, Unsworth J, editores. A New Companion to Digital Humanities. West Sussex: John Wiley & Sons, Ltd; 2016. p. 291-306.
Cai Y, Sun J-T. Text Mining. En: Liu L, Özsu MT, editores. Encyclopedia of Database Systems [Internet]. Boston, MA: Springer EE.UU.; 2009. p. 3061-5. DOI: https://doi.org/10.1007/978-0-387-39940-9_418
Gálvez C. Minería de textos: la nueva generación de análisis de literatura científica en biología molecular y genómica. Enc Bibli: R Eletr Bibliotecon Ci Inf. 2008[acceso: 27/12/2020];13(25):1-14. Disponible en: Disponible en: https://periodicos.ufsc.br/index.php/eb/article/view/1518-2924.2008v13n25p1
Cao N, Cui W. Introduction to Text Visualization. Paris: Atlantis Press; 2016 [acceso: 27/12/2020]. Disponible en: Disponible en: http://link.springer.com/10.2991/978-94-6239-186-4 .
Kucher K, Kerren A. Text visualization techniques: Taxonomy, visual survey, and community insights. En: 2015 IEEE Pacific Visualization Symposium (PacificVis). 2015. p. 117-21.
Kaur A, Chopra D. Comparison of Text Mining Tools. En IEEE; 2016 [acceso: 27/12/2020]. Disponible en: Disponible en: https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7784950
Hofmann M, Chisholm A, editores. Text Mining and Visualization: Case Studies Using Open-Source Tools [Internet]. Boca Ratón (FL): Chapman and Hall/CRC; 2016 [acceso: 28/12/2020]. Disponible en: Disponible en: https://www.taylorfrancis.com/books/9781482237580
Rockwell G, Sinclair S. Hermenéutica: computer-assisted interpretation in the humanities. Cambridge, Massachusetts?; London, England: The MIT Press; 2016:246.
Gutiérrez de la Torre S. Análisis de corpus con Voyant Tools. Programming Historian en español. 2019 [acceso: 11/03/2020]. Disponible en: Disponible en: https://programminghistorian.org/es/lecciones/analisis-voyant-tools
Nascimento FA, Massoni LFH, Shirakava RDS, Pinho FA, Martínez-Ávila D. Autonomeação e autoclassificação das homossexualidades masculinas e sexualidades alternativas no Brasil. IB. 2020[acceso: 28/12/2020];34(84):151. Disponible en: Disponible en: http://rev-ib.unam.mx/ib/index.php/ib/article/view/58209
Hendrigan H. Mixing Digital Humanities and Applied Science Librarianship: Using Voyant Tools to Reveal Word Patterns in Faculty Research. Issues in Science and Technology Librarianship. 2019;(91).2.
Cortés Sánchez JD. Mission statements of universities worldwide: Text mining and visualization. intangible capital. 2018 [acceso: 28/12/2020];14(4):584. Disponible en: Disponible en: http://www.intangiblecapital.org/index.php/ic/article/view/1258
Villada YA. Archival management in Colombia: Lexicometric analysis of the legal framework over two periods, 1913-1989 and 1990-2017. Trilogia. 2018 [acceso: 28/12/2020];10(19):115-32. Disponible en: Disponible en: https://www.doaj.org
Miller A. Text Mining Digital Humanities Projects: Assessing Content Analysis Capabilities of Voyant Tools. Journal of Web Librarianship. 2018 [acceso: 28/12/2020];12(3):169-97. Disponible en: Disponible en: https://www.tandfonline.com/doi/full/10.1080/19322909.2018.1479673
Budapest Open Access Initiative. Read the Budapest Open Access Initiative. 2002[acceso: 09/02/2020]. Disponible en: Disponible en: https://www.budapestopenaccessinitiative.org/read
Sánchez Tarragó N. El movimiento de acceso abierto a la información y las políticas nacionales e institucionales de autoarchivo. ACIMED. 2007 [acceso: 19/12/2020];16(3). Disponible en: Disponible en: http://scielo.sld.cu/scielo.php?script=sci_abstract&pid=S1024-94352007000900005&lng=es&nrm=iso&tlng=es
Moore S. A genealogy of open access: negotiations between openness and access to research. Revue française des sciences de l'information et de la communication. 2017 [acceso: 19/02/2020];(11). Disponible en: Disponible en: https://journals.openedition.org/rfsic/3220
Alperin JP, Fischman G, editores. Hecho en Latinoamérica: acceso abierto, revistas académicas e innovaciones regionales. Buenos Aires: CLACSO; 2015:122
Sánchez-Tarragó N, Fernández-Molina JC, Caballero-Rivero A. Reflexiones en torno al acceso abierto a la información en el contexto cubano: el caso del sector Salud. Informação & Sociedade: Estudos. 2012[acceso: 22/12/2020];22(2). Disponible en: Disponible en: https://periodicos.ufpb.br/index.php/ies/article/view/10499
Gold and Diamond open access journals landscape. Research Consulting. 2020 [acceso: 28/12/2020]. Disponible en: Disponible en: https://www.research-consulting.com/an-interactive-look-at-the-gold-and-diamond-journals-landscape/
Halsted CH. Copyright protection and open access. Am J Clin Nutr. 2003 [acceso: 16/01/2020];78(5):899-901. Disponible en: Disponible en: https://academic.oup.com/ajcn/article/78/5/899/4677495
Khoo S. Article Processing Charge Hyperinflation and Price Insensitivity: An Open Access Sequel to the Serials Crisis. LIBER Quarterly. 2019 [acceso: 31/01/2020];29(1):1-18. Disponible en: Disponible en: http://www.liberquarterly.eu/article/10.18352/lq.10280/
Santos BS. Para além do pensamento abissal: das linhas globais a uma ecologia de saberes. Novos estudos CEBRAP [Internet]. noviembre de 2007 [citado 5 de septiembre de 2020];(79):71-94. Disponible en: Disponible en: http://www.scielo.br/scielo.php?script=sci_abstract&pid=S0101-33002007000300004&lng=pt&nrm=iso&tlng=pt
Lander E, Castro-Gómez S, editores. La colonialidad del saber: eurocentrismo y ciencias sociales: perspectivas latinoamericanas. Buenos Aires: Consejo Latinoamericano de Ciencias Sociales-CLACSO?; UNESCO, Unidad Regional de Ciencias Sociales y Humanas para América Latina y el Caribe; 2000.
Debat H, Babini D. Plan S en América Latina: Una nota de precaución. Peer J Preprints. 2019;11. Disponible en: https://peerj.com/preprints/27834/
Posada A, Chen G. Inequality in Knowledge Production: The Integration of Academic Infrastructure by Big Publishers. En: Chan L, Mounier P, editores. ELPUB; 2018[acceso: 09/02/2020]. Disponible en: Disponible en: https://hal.archives-ouvertes.fr/hal-01816707