FATS: a framework for annotation of travel blogs based on subjectivity

Álvarez de Mon y Rego, Inmaculada and Barbosa Santillán, Liliana Ibeth (2011). FATS: a framework for annotation of travel blogs based on subjectivity. In: "First International Conference on Advances in Information Mining and Management (IMMM 2011)", 23/10/2014 - 29/11/2014, Barcelona. ISBN 978-1-61208-162-5. pp. 97-102.

Description

Title: FATS: a framework for annotation of travel blogs based on subjectivity
Author/s:
  • Álvarez de Mon y Rego, Inmaculada
  • Barbosa Santillán, Liliana Ibeth
Item Type: Presentation at Congress or Conference (Article)
Event Title: First International Conference on Advances in Information Mining and Management (IMMM 2011)
Event Dates: 23/10/2014 - 29/11/2014
Event Location: Barcelona
Title of Book: IMMM 2011: the First International Conference on Advances in Information Mining and Management, October 23-29, 2011 Barcelona, Spain
Date: 2011
ISBN: 978-1-61208-162-5
Subjects:
Freetext Keywords: Subjectivity; Blogosphera; Spanish Language
Faculty: E.T.S.I. y Sistemas de Telecomunicación (UPM)
Department: Lingüistica Aplicada a la Ciencia y a la Tecnología
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

This paper describes a framework for annotation on travel blogs based on subjectivity (FATS). The framework has the capability to auto-annotate -sentence by sentence- sections from blogs (posts) about travelling in the Spanish language. FATS is used in this experiment to annotate com- ponents from travel blogs in order to create a corpus of 300 annotated posts. Each subjective element in a sentence is annotated as positive or negative as appropriate. Currently correct annotations add up to about 95 per cent in our subset of the travel domain. By means of an iterative process of annotation we can create a subjectively annotated domain specific corpus.

More information

Item ID: 36846
DC Identifier: http://oa.upm.es/36846/
OAI Identifier: oai:oa.upm.es:36846
Official URL: http://www.iaria.org/conferences2011/IMMM11.html
Deposited by: Memoria Investigacion
Deposited on: 31 Mar 2016 17:37
Last Modified: 31 Mar 2016 17:37
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