Narrowing the social gap among people involved in global dialog

Automatic emotion detection in blog posts

Alena Neviarouskaya, Helmut Prendinger, Mitsuru Ishizuka

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

11 Citations (Scopus)

Abstract

In this paper, we introduce a new approach to automatic emotion detection in blog posts. The purpose of our research is to develop an effective tool for recognition and interpretation of affect conveyed through written language. The main idea behind the proposed rule-based algorithm is to determine the prevailing emotion in each sentence of diary-like entry and to display the dynamics of emotion changes throughout the whole document by using simplified emotional faces.

Original languageEnglish
Title of host publicationICWSM 2007 - International Conference on Weblogs and Social Media
Publication statusPublished - 2007
Externally publishedYes
Event2007 International Conference on Weblogs and Social Media, ICWSM 2007 - Boulder, CO
Duration: 2007 Mar 262007 Mar 28

Other

Other2007 International Conference on Weblogs and Social Media, ICWSM 2007
CityBoulder, CO
Period07/3/2607/3/28

Fingerprint

Blogs

Keywords

  • Affect sensing from text
  • Affective user interface
  • Blogs
  • Emotions
  • Sentiment analysis
  • Social media

ASJC Scopus subject areas

  • Computer Networks and Communications

Cite this

Neviarouskaya, A., Prendinger, H., & Ishizuka, M. (2007). Narrowing the social gap among people involved in global dialog: Automatic emotion detection in blog posts. In ICWSM 2007 - International Conference on Weblogs and Social Media

Narrowing the social gap among people involved in global dialog : Automatic emotion detection in blog posts. / Neviarouskaya, Alena; Prendinger, Helmut; Ishizuka, Mitsuru.

ICWSM 2007 - International Conference on Weblogs and Social Media. 2007.

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

Neviarouskaya, A, Prendinger, H & Ishizuka, M 2007, Narrowing the social gap among people involved in global dialog: Automatic emotion detection in blog posts. in ICWSM 2007 - International Conference on Weblogs and Social Media. 2007 International Conference on Weblogs and Social Media, ICWSM 2007, Boulder, CO, 07/3/26.
Neviarouskaya A, Prendinger H, Ishizuka M. Narrowing the social gap among people involved in global dialog: Automatic emotion detection in blog posts. In ICWSM 2007 - International Conference on Weblogs and Social Media. 2007
Neviarouskaya, Alena ; Prendinger, Helmut ; Ishizuka, Mitsuru. / Narrowing the social gap among people involved in global dialog : Automatic emotion detection in blog posts. ICWSM 2007 - International Conference on Weblogs and Social Media. 2007.
@inproceedings{a3395d1c29aa45a6a626e883845d3fec,
title = "Narrowing the social gap among people involved in global dialog: Automatic emotion detection in blog posts",
abstract = "In this paper, we introduce a new approach to automatic emotion detection in blog posts. The purpose of our research is to develop an effective tool for recognition and interpretation of affect conveyed through written language. The main idea behind the proposed rule-based algorithm is to determine the prevailing emotion in each sentence of diary-like entry and to display the dynamics of emotion changes throughout the whole document by using simplified emotional faces.",
keywords = "Affect sensing from text, Affective user interface, Blogs, Emotions, Sentiment analysis, Social media",
author = "Alena Neviarouskaya and Helmut Prendinger and Mitsuru Ishizuka",
year = "2007",
language = "English",
booktitle = "ICWSM 2007 - International Conference on Weblogs and Social Media",

}

TY - GEN

T1 - Narrowing the social gap among people involved in global dialog

T2 - Automatic emotion detection in blog posts

AU - Neviarouskaya, Alena

AU - Prendinger, Helmut

AU - Ishizuka, Mitsuru

PY - 2007

Y1 - 2007

N2 - In this paper, we introduce a new approach to automatic emotion detection in blog posts. The purpose of our research is to develop an effective tool for recognition and interpretation of affect conveyed through written language. The main idea behind the proposed rule-based algorithm is to determine the prevailing emotion in each sentence of diary-like entry and to display the dynamics of emotion changes throughout the whole document by using simplified emotional faces.

AB - In this paper, we introduce a new approach to automatic emotion detection in blog posts. The purpose of our research is to develop an effective tool for recognition and interpretation of affect conveyed through written language. The main idea behind the proposed rule-based algorithm is to determine the prevailing emotion in each sentence of diary-like entry and to display the dynamics of emotion changes throughout the whole document by using simplified emotional faces.

KW - Affect sensing from text

KW - Affective user interface

KW - Blogs

KW - Emotions

KW - Sentiment analysis

KW - Social media

UR - http://www.scopus.com/inward/record.url?scp=84893422846&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84893422846&partnerID=8YFLogxK

M3 - Conference contribution

BT - ICWSM 2007 - International Conference on Weblogs and Social Media

ER -