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Framework for affective news analysis of Arabic news: 2014 Gaza attacks case study

  • Jordan University of Science and Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

21 Scopus citations

Abstract

This paper aims at fostering the domain of Arabic affective news analysis through providing: (a) a benchmark annotated Arabic dataset of news for affective news analysis, (b) an aspect-based sentiment analysis (ABSA) approach for evaluating the sentimental affect of Arabic news posts on the reader, and (c) a baseline approach with a common evaluation framework to compare future research results with the baseline ones.

Original languageEnglish
Title of host publication2016 7th International Conference on Information and Communication Systems, ICICS 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages327-332
Number of pages6
ISBN (Electronic)9781467386142
DOIs
StatePublished - 20 May 2016
Externally publishedYes
Event7th International Conference on Information and Communication Systems, ICICS 2016 - Irbid, Jordan
Duration: 5 Apr 20167 Apr 2016

Publication series

Name2016 7th International Conference on Information and Communication Systems, ICICS 2016

Conference

Conference7th International Conference on Information and Communication Systems, ICICS 2016
Country/TerritoryJordan
CityIrbid
Period5/04/167/04/16

Keywords

  • Affective News
  • Arabic Dataset
  • Aspect Based Sentiment Analysis
  • Emotional Affect
  • Natural Language Processing

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