← Back to module
Discipline Module 1 · Introduction to Data Science and Applications

Information Retrieval on the Web and Social Networks

Workload
15h
Professor Profª. Drª. Helen de Cássia Lima PhD in Computer Science with experience in NLP and data mining.
Syllabus

Analysis, monitoring, and collection tools. Algorithms and solutions for search and information extraction problems on the Web. Algorithms and solutions for analyzing online social networks and content websites. Web crawling.

Content
  • Analysis, monitoring, and collection tools
  • Algorithms and solutions for search and information extraction problems on the Web
  • Algorithms and solutions for analyzing online social networks and content websites
  • Web crawling
Core Bibliography
  • RUSSELL, Matthew A. Mining the Social Web: Data Mining Facebook, Twitter, Linkedin, Google+, GitHub, and More. O'Reilly Media, 2013.
  • MITCHELL, Ryan. Web Scraping with Python. O'Reilly Media, 2015.
  • BENEVENUTO, Fabrício; ALMEIDA, Jussara; SILVA, Altigran. Coleta e Análise de Grandes Bases de Dados de Redes Sociais Online. Jornada de Atualizações em Informática (JAI), Congresso da Sociedade Brasileira de Computação (CSBC). Curitiba, SBC, Cap. 2, 2012.
Complementary Bibliography
  • BIRD, Steven; KLEIN, Ewan; LOPER, Edward. Natural Language Processing with Python. O'Reilly Media, 2009.
WhatsApp