Detecting quantum mysticism in books published in Brazil with Data Science

Detalhes bibliográficos
Autor(a) principal: Disconzi de Moura, Mairus
Data de Publicação: 2017
Outros Autores: dos Santos, Renato P.
Tipo de documento: Artigo
Idioma: por
Título da fonte: Caderno Brasileiro de Ensino de Física (Online)
Texto Completo: https://periodicos.ufsc.br/index.php/fisica/article/view/2175-7941.2017v34n3p725
Resumo: The bookstores have been full of titles including the word “quantum”, but more regarding to the “quantum mysticism”, which supports the existence of links between quantum mechanics and Eastern mysticism, leading to serious misunderstandings. This work aims to identify terms that can help readers, especially high-school teachers, to recognize to which of those categories a book pertains even before reading it through, contributing to breaking the vicious circle of students learning pseudoscience and passing it on as truth. The online catalogues from the four biggest bookstores in Brazil were used in this research. Books containing the words “quântica” or “quântico” – both corresponding to “quantum” – in their titles or synopses were searched. The resulting database was scrutinized with the help of Data Science techniques and text mining resources from the R programming language, and 22 terms that discriminate with an accuracy of 94% between the categories “quantum mysticism” and science or science popularization were identified. 
id UFSC-19_042789ca3538951d27c182af10a1f03b
oai_identifier_str oai:periodicos.ufsc.br:article/48220
network_acronym_str UFSC-19
network_name_str Caderno Brasileiro de Ensino de Física (Online)
repository_id_str
spelling Detecting quantum mysticism in books published in Brazil with Data ScienceDetectando misticismo quântico em livros publicados no Brasil com Ciência de DadosThe bookstores have been full of titles including the word “quantum”, but more regarding to the “quantum mysticism”, which supports the existence of links between quantum mechanics and Eastern mysticism, leading to serious misunderstandings. This work aims to identify terms that can help readers, especially high-school teachers, to recognize to which of those categories a book pertains even before reading it through, contributing to breaking the vicious circle of students learning pseudoscience and passing it on as truth. The online catalogues from the four biggest bookstores in Brazil were used in this research. Books containing the words “quântica” or “quântico” – both corresponding to “quantum” – in their titles or synopses were searched. The resulting database was scrutinized with the help of Data Science techniques and text mining resources from the R programming language, and 22 terms that discriminate with an accuracy of 94% between the categories “quantum mysticism” and science or science popularization were identified. As livrarias têm sido inundadas por títulos incluindo a palavra “quântica”, mas de caráter do chamado “misticismo quântico”, o qual propõe a existência de ligações entre a mecânica quântica e o misticismo oriental, levando a sérios equívocos. Este trabalho tem como objetivo identificar termos que possam ajudar os leitores, especialmente professores do ensino médio, a reconhecer a qual dessas categorias um livro pertence, antes mesmo de lê-lo, ajudando a quebrar o círculo vicioso de estudantes que aprendem pseudociência e a transmitem como verdade. Os catálogos on-line das quatro maiores livrarias do Brasil foram pesquisados por livros que contêm as palavras “quântica” ou “quântico” em seus títulos ou em suas sinopses. O banco de dados resultante foi examinado com a ajuda de técnicas de ciência de dados e recursos de mineração de dados textuais da linguagem de programação R. Foram identificados 22 termos que discriminam com uma acurácia de 94% entre as categorias "misticismo quântico" e popularização científica ou ciência.Imprensa Universitária - UFSC2017-12-08info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.ufsc.br/index.php/fisica/article/view/2175-7941.2017v34n3p72510.5007/2175-7941.2017v34n3p725Caderno Brasileiro de Ensino de Física; v. 34 n. 3 (2017); 725-7442175-79411677-2334reponame:Caderno Brasileiro de Ensino de Física (Online)instname:Universidade Federal de Santa Catarina (UFSC)instacron:UFSCporhttps://periodicos.ufsc.br/index.php/fisica/article/view/2175-7941.2017v34n3p725/35415Copyright (c) 2017 Caderno Brasileiro de Ensino de Físicainfo:eu-repo/semantics/openAccessDisconzi de Moura, Mairusdos Santos, Renato P.2017-12-08T17:18:21Zoai:periodicos.ufsc.br:article/48220Revistahttp://www.periodicos.ufsc.br/index.php/fisicaPUBhttps://periodicos.ufsc.br/index.php/fisica/oaicbefisica@gmail.com||fscccef@fsc.ufsc.br|| cbefisica@gmail.com2175-79411677-2334opendoar:2017-12-08T17:18:21Caderno Brasileiro de Ensino de Física (Online) - Universidade Federal de Santa Catarina (UFSC)false
dc.title.none.fl_str_mv Detecting quantum mysticism in books published in Brazil with Data Science
Detectando misticismo quântico em livros publicados no Brasil com Ciência de Dados
title Detecting quantum mysticism in books published in Brazil with Data Science
spellingShingle Detecting quantum mysticism in books published in Brazil with Data Science
Disconzi de Moura, Mairus
title_short Detecting quantum mysticism in books published in Brazil with Data Science
title_full Detecting quantum mysticism in books published in Brazil with Data Science
title_fullStr Detecting quantum mysticism in books published in Brazil with Data Science
title_full_unstemmed Detecting quantum mysticism in books published in Brazil with Data Science
title_sort Detecting quantum mysticism in books published in Brazil with Data Science
author Disconzi de Moura, Mairus
author_facet Disconzi de Moura, Mairus
dos Santos, Renato P.
author_role author
author2 dos Santos, Renato P.
author2_role author
dc.contributor.author.fl_str_mv Disconzi de Moura, Mairus
dos Santos, Renato P.
description The bookstores have been full of titles including the word “quantum”, but more regarding to the “quantum mysticism”, which supports the existence of links between quantum mechanics and Eastern mysticism, leading to serious misunderstandings. This work aims to identify terms that can help readers, especially high-school teachers, to recognize to which of those categories a book pertains even before reading it through, contributing to breaking the vicious circle of students learning pseudoscience and passing it on as truth. The online catalogues from the four biggest bookstores in Brazil were used in this research. Books containing the words “quântica” or “quântico” – both corresponding to “quantum” – in their titles or synopses were searched. The resulting database was scrutinized with the help of Data Science techniques and text mining resources from the R programming language, and 22 terms that discriminate with an accuracy of 94% between the categories “quantum mysticism” and science or science popularization were identified. 
publishDate 2017
dc.date.none.fl_str_mv 2017-12-08
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.ufsc.br/index.php/fisica/article/view/2175-7941.2017v34n3p725
10.5007/2175-7941.2017v34n3p725
url https://periodicos.ufsc.br/index.php/fisica/article/view/2175-7941.2017v34n3p725
identifier_str_mv 10.5007/2175-7941.2017v34n3p725
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.ufsc.br/index.php/fisica/article/view/2175-7941.2017v34n3p725/35415
dc.rights.driver.fl_str_mv Copyright (c) 2017 Caderno Brasileiro de Ensino de Física
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2017 Caderno Brasileiro de Ensino de Física
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Imprensa Universitária - UFSC
publisher.none.fl_str_mv Imprensa Universitária - UFSC
dc.source.none.fl_str_mv Caderno Brasileiro de Ensino de Física; v. 34 n. 3 (2017); 725-744
2175-7941
1677-2334
reponame:Caderno Brasileiro de Ensino de Física (Online)
instname:Universidade Federal de Santa Catarina (UFSC)
instacron:UFSC
instname_str Universidade Federal de Santa Catarina (UFSC)
instacron_str UFSC
institution UFSC
reponame_str Caderno Brasileiro de Ensino de Física (Online)
collection Caderno Brasileiro de Ensino de Física (Online)
repository.name.fl_str_mv Caderno Brasileiro de Ensino de Física (Online) - Universidade Federal de Santa Catarina (UFSC)
repository.mail.fl_str_mv cbefisica@gmail.com||fscccef@fsc.ufsc.br|| cbefisica@gmail.com
_version_ 1799940573861249024