Semantically Time Tracking of Events from Web Documents

  • Welton Santos UFSJ
  • Elverton Fazzion UFSJ
  • Diego Dias UFSJ
  • Marcelo Guimarães UNIFESP
  • Elisa Tuler UFSJ
  • Leonardo Rocha UFSJ

Abstract


Exploring large news collections created by media outlets with traditional search engines is impractical for demanding users. We propose a temporal exploration tool that aims to facilitate the consultation of news collections. We concentrated our efforts on two fronts: (i) allowing users to make queries with the addition of information from documents represented by word embbedings, and; (ii) retrieving temporal information to generate timelines presented by an appropriate interface. We evaluated our solution in a collection of a Brazilian newspaper, demonstrating that it can draw different timelines, covering different subtopics of the same theme.
Keywords: Tracking Events, Word Embeedings, Search Engines
Published
2021-11-05
How to Cite

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SANTOS, Welton; FAZZION, Elverton; DIAS, Diego; GUIMARÃES, Marcelo; TULER, Elisa; ROCHA, Leonardo. Semantically Time Tracking of Events from Web Documents. In: BRAZILIAN SYMPOSIUM ON MULTIMEDIA AND THE WEB (WEBMEDIA), 1. , 2021, Minas Gerais. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2021 . p. 141-144.

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