LP192 - Ferramentas Computacionais em Linguística Aplicada II - 2S/2021 Imprimir

Ementa:

Processamento avançado de textos. Scritps e pacotes de análise e raspagem de dados.  Introdução à linguagem R.  Pacotes para compilação de corpora e análise comparativa de dados em corpora.

Bibliografia:

Bibliografia a ser atualizada e eventualmente ampliada quando do oferecimento efetivo da disciplina a cada semestre.

BENGFORT, B.; BILBRO, R.; OJEDA, T. Applied text analysis with Python: enabling language-aware data products with machine learning. First Edition ed. Beijing Boston Farnham Sebastopol Tokyo: O’Reilly, 2018. 

CHADWICK, A.; HOWARD, P. N. (EDS.). Routledge handbook of Internet politics. London ; New York: Routledge, 2009. 

CHANG, W. R graphics cookbook. Beijing Cambridge Farnham Köln Sebastopol Tokyo: O’Reilly, 2013. 

COTTON, R. Learning R. First Edition ed. Beijing ; Sebastopol, CA: O’Reilly, 2013. 

DESAGULIER, G. Corpus linguistics and statistics with R: introduction to quantitative methods in linguistics. New York, NY: Springer Berlin Heidelberg, 2017. 

ESS, C.; SUDWEEKS, F. (EDS.). Culture, technology, communication: towards an intercultural global village. Albany: State University of New York Press, 2001. 

GNACH, A. Social media and community building. In: COTTER, C.; PERRIN, D. (Eds.). . The Routledge Handbook of Language and Media. 1. ed. [s.l.] Routledge, 2017. 

GRIES, S. T. Quantitative corpus linguistics with R: A practical introduction. [s.l.] Taylor & Francis, 2016. 

GROLEMUND, G. Hands-on programming with R. Sebastopol, CA: O’Reilly, 2014. 

JOCKERS, M. L. Text analysis with R for students of literature. Cham: Springer, 2014. 

KUDYBA, S. Data Analytics. In: LAPLANTE, P. A. (Ed.). . Encyclopedia of information systems and technology. London/New York: CRC Press, 2016. p. 296–310. 

KUDYBA, S.; KWATINETZ, M. Big Data: Applications. In: LAPLANTE, P. A. (Ed.). . Encyclopedia of information systems and technology. London/New York: CRC Press, 2016. p. 87–93. 

KUMAR, A.; PAUL, A. Mastering text mining with R: master text-taming techniques and build effective text-processing applications with R. Birmingham Mumbai: Packt, 2016. 

KUTTER, A. Corpus analysis. In: WODAK, R.; FORCHTNER, B. (Eds.). . The Routledge handbook of language and politics. Routledge Handbooks in Linguistics. Milton Park, Abingdon, Oxon ; New York, NY: Routledge, 2018. p. 169–185. 

KWARTLER, T. Text mining in practice with R. Hoboken, NJ Oxford Chichester, West Sussex: Wiley, 2017. 

MAJUMDAR, A. K.; SOWA, J. F. Big Data: Structured and Unstructured Data. In: LAPLANTE, P. A. (Ed.). . Encyclopedia of information systems and technology. London/New York: CRC Press, 2016. p. 105–114. 

MUNZERT, S. et al. Automated data collection with R: a practical guide to web scraping and text mining. Chichester: Wiley, 2015. 

O’HALLORAN, K. L. et al. A Digital Mixed Methods Research Design: Integrating Multimodal Analysis With Data Mining and Information Visualization for Big Data Analytics. Journal of Mixed Methods Research, v. 12, n. 1, p. 11–30, jan. 2018. 

OLIVEIRA, P. F.; GUERRA, S.; MCDONNELL, R. Ciência de Dados com R. Brasília: IBPAD, 2018. 

PURCELL, B. M. Big Data: Concepts, Technologies, and Applications. In: LAPLANTE, P. A. (Ed.). . Encyclopedia of information systems and technology. London/New York: CRC Press, 2016. p. 94–104. 

SHAROFF, S. Corpus and systemic functional linguistics. In: BARTLETT, T.; O’GRADY, G. (Eds.). . The Routledge Handbook of Systemic Functional Linguistics. 1. ed. London/New York: Routledge, 2017. 

SILGE, J.; ROBINSON, D. Text mining with R: a tidy approach. First edition ed. Beijing/Boston: O’Reilly, 2017. 

SPILIOTI, T. Digital discourses. In: GEORGAKOPOULOU, A.; SPILIOTI, T. (Eds.). . The Routledge Handbook of Language and Digital Communication. 1. ed. Oxon: Routledge, 2015. p. 133–148. 

STANYER, J. Web 2.0 and the transformation of news and journalism. In: CHADWICK, A.; HOWARD, P. N. (Eds.). . Routledge Handbook of Internet Politics. 1. ed. London: Routledge, 2009. 

THOMPSON, W. Data Mining: Big Data. In: LAPLANTE, P. A. (Ed.). . Encyclopedia of information systems and technology. London/New York: CRC Press, 2016. p. 341–356. 

WICKHAM, H. Ggplot2: elegant graphics for data analysis. New York: Springer, 2009. 

WICKHAM, H.; GROLEMUND, G. R for data science: import, tidy, transform, visualize, and model data. First edition ed. Sebastopol, CA: O’Reilly, 2016.

Ano de Catálogo: 2021

Créditos: 8