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The terms data mining, data science, machine learning have invaded not only newspaper headlines and social media but have also appeared more frequently in scientific journals. The propagated advances of Artificial Intelligence have opened the debate on ethical issues of the use of these technologies in everyday life and also in scientific practice itself. Thus, the initial question that arises is: how are the social sciences and the humanities adopting these new techniques? And, in particular, how can Information Science contribute to the epistemological understanding of these new areas of knowledge without falling into a merely commercial narrative or a "revolutionary" discourse of how society will be "transformed" by the use of such technologies? Through literature review and exploratory research, this essay sought to analyze how the Information Science has used data mining techniques and whether the field can make important contributions to the use of Data Mining both from an epistemological point of view and also in its practical uses specifically in the area of knowledge organization systems.
", "languages": [ { "id": "por", "title": { "en": "Portuguese" } } ], "publication_date": "2019-10-23", "publisher": "Zenodo", "related_identifiers": [ { "identifier": "10.5281/zenodo.3470020", "relation_type": { "id": "cites", "title": { "de": "Zitiert", "en": "Cites" } }, "resource_type": { "id": "dataset", "title": { "de": "Datensatz", "en": "Dataset" } }, "scheme": "doi" } ], "resource_type": { "id": "publication-conferencepaper", "title": { "de": "Konferenzbeitrag", "en": "Conference paper" } }, "rights": [ { "description": { "en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited." }, "icon": "cc-by-icon", "id": "cc-by-4.0", "props": { "scheme": "spdx", "url": "https://creativecommons.org/licenses/by/4.0/legalcode" }, "title": { "en": "Creative Commons Attribution 4.0 International" } } ], "subjects": [ { "subject": "Data Mining" }, { "subject": "Data Science" }, { "subject": "Epistemology" } ], "title": "Data Mining in Information Science Research: Challenges And Opportunities" }, "parent": { "access": { "owned_by": { "user": 46458 } }, "communities": { "default": "a53fa261-334e-4d8c-82e3-f78aaf5f7a1a", "entries": [ { "access": { "member_policy": "open", "members_visibility": "public", "record_policy": "open", "review_policy": "open", "visibility": "public" }, "children": { "allow": false }, "created": "2018-08-06T21:42:33.635120+00:00", "custom_fields": {}, "deletion_status": { "is_deleted": false, "status": "P" }, "id": "a53fa261-334e-4d8c-82e3-f78aaf5f7a1a", "links": {}, "metadata": { "curation_policy": "Research artifacts created by staff at LARHUD, IBICT, Rio de Janeiro, with emphasis on resources used in the context of the the Digital Humanities Research Program on data-driven knowledge extraction, by all organizations that participate on the Laboratory.
", "organizations": [ { "id": "006c42y96" } ], "page": "Initiative of the Research Group Information, Memory and Society (IMeS), maintained in the Coordination of Teaching and Research (COEPE) of the IBICT with the objective of encouraging scientific production; developing tools and methodologies in the vast field of Humanities intermediated by platforms, tools and digital records.
\n\nO Laboratório em Rede de Humanidades Digitais do Instituto Brasileiro de Informação em Ciência e Tecnologia (IBICT) é uma iniciativa do Grupo de Pesquisa Informação, Memória e Sociedade (IMeS), mantido na Coordenação de Ensino e Pesquisa (COEPE) com o objetivo de incentivar a produção científica e tecnológica além de desenvolver ferramentas e metodologias mediadas no vasto campo das Humanidades intermediada pelas plataformas, ferramentas e registros digitais.
\n\nEnquanto parte de um programa de "transformação digital" no âmbito da pesquisa aplicada e do desenvolvimento metodológico, criado na linha de pesquisa Estudos Críticos e Práticas em Humanidades Digitais, o Larhud confere concretização e aplicação de ferramentas para pesquisas e experimentações no campo de investigação dos seus membros.
\n\nCom o intuito de oferecer suporte crítico e metodológico aos “praticantes” das Humanidades Digitais (HD), acreditamos que o Larhud constitui-se enquanto lugar de práticas e, portanto, um espaço comunitário onde a gestão e a aplicação de idéias, métodos e de conhecimento, ambos relacionados ao universo digital, voltados aos estudos de humanidades atuam em um inovador paradigma de interdisciplinaridade ou transdisciplinaridade.
\n\nConforme assevera Alves (2016)1, compreendemos que as práticas realizadas no âmbito do Larhud buscam complementar as humanidades “tradicionais” e facilitar possíveis colaborações.
\n\nUsamos como paradigma para as atividades em realização a ideia de thinkering, apresentada pelo C2DH da Universidade de Luxemburgo por compreendermos que prática, investigação, pesquisa, inovação, ludicidade e exploração precisam estar juntos para a contínua sinergia entre os participantes deste laboratório.
\n\nNossas atividades primeiras estão centradas na realização de cursos, suporte metodológico às pesquisas e produção de referências para consulta e emprego pelo pesquisador interessado em desenvolver-se ou familiarizar-se com as Humanidades Digitais.
\n\nEm paralelo seguimos na empreitada de tornar possível uma rede de desenvolvedores capaz de promover soluções simples e elegantes para pequenos obstáculos do campo de pesquisa majoritariamente digital nas humanidades.
\n\nMais informações em http://www.larhud.ibict.br
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