Domain specific affective classification of documents

Sara Owsley Sood*, Sanjay Sood, Kristian J Hammond

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

33 Citations (Scopus)

Abstract

In this paper, we describe a set of techniques that can be used to classify weblogs (blogs) by emotional content. Instead of using a general purpose emotional classification strategy, our technique aims to generate domain specific sentiment classifiers that can be used to determine the emotional state of weblogs in that domain.

Original languageEnglish (US)
Title of host publicationComputational Approaches to Analyzing Weblogs - Papers from the AAAI Spring Symposium, Technical Report
Pages181-183
Number of pages3
StatePublished - Aug 21 2006
Event2006 AAAI Spring Symposium - Stanford, CA, United States
Duration: Mar 27 2006Mar 29 2006

Publication series

NameAAAI Spring Symposium - Technical Report
VolumeSS-06-03

Other

Other2006 AAAI Spring Symposium
CountryUnited States
CityStanford, CA
Period3/27/063/29/06

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Blogs
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Keywords

  • Affect Classification
  • Blog Processing
  • Emotional Analysis
  • Sentiment Analysis

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Sood, S. O., Sood, S., & Hammond, K. J. (2006). Domain specific affective classification of documents. In Computational Approaches to Analyzing Weblogs - Papers from the AAAI Spring Symposium, Technical Report (pp. 181-183). (AAAI Spring Symposium - Technical Report; Vol. SS-06-03).
Sood, Sara Owsley ; Sood, Sanjay ; Hammond, Kristian J. / Domain specific affective classification of documents. Computational Approaches to Analyzing Weblogs - Papers from the AAAI Spring Symposium, Technical Report. 2006. pp. 181-183 (AAAI Spring Symposium - Technical Report).
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Sood, SO, Sood, S & Hammond, KJ 2006, Domain specific affective classification of documents. in Computational Approaches to Analyzing Weblogs - Papers from the AAAI Spring Symposium, Technical Report. AAAI Spring Symposium - Technical Report, vol. SS-06-03, pp. 181-183, 2006 AAAI Spring Symposium, Stanford, CA, United States, 3/27/06.

Domain specific affective classification of documents. / Sood, Sara Owsley; Sood, Sanjay; Hammond, Kristian J.

Computational Approaches to Analyzing Weblogs - Papers from the AAAI Spring Symposium, Technical Report. 2006. p. 181-183 (AAAI Spring Symposium - Technical Report; Vol. SS-06-03).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Sood SO, Sood S, Hammond KJ. Domain specific affective classification of documents. In Computational Approaches to Analyzing Weblogs - Papers from the AAAI Spring Symposium, Technical Report. 2006. p. 181-183. (AAAI Spring Symposium - Technical Report).