Proceedings of the 7th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2019)

Summarizing Emotions from Text Using Plutchik’s Wheel of Emotions

Authors
Manshad Abbasi Mohsin, Anatoly Beltiukov
Corresponding Author
Manshad Abbasi Mohsin
Available Online May 2019.
DOI
10.2991/itids-19.2019.52How to use a DOI?
Keywords
Plutchik wheel, emotion, class, summarization, internet, blogs, communication
Abstract

Text is an important and major source of communication over Internet. It is analyzed to identify interesting information and trends of communication. Within this work, we are analyzing emotions expressed by people on Internet using Plutchik’s wheel of emotions. Plutchik’s wheel of emotions is use as a tool to identify and summarize emotions to their primary classes. To accomplish it, we allocate a weight to each emotion depending upon the class it belongs and its distance from the center of Plutchik’s wheel of emotions. These weights are then multiplied by the frequencies of emotions in text to identify their intensity level. The intensity of each emotion is summed up with the intensity of its primary emotion while summarizing it. We observed that our mechanism effectively summarize emotions from text. This paper is divided into several sections. The methodology, results and conclusions are discussed in detail in their respective sections.

Copyright
© 2019, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 7th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2019)
Series
Advances in Intelligent Systems Research
Publication Date
May 2019
ISBN
978-94-6252-728-7
ISSN
1951-6851
DOI
10.2991/itids-19.2019.52How to use a DOI?
Copyright
© 2019, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Manshad Abbasi Mohsin
AU  - Anatoly Beltiukov
PY  - 2019/05
DA  - 2019/05
TI  - Summarizing Emotions from Text Using Plutchik’s Wheel of Emotions
BT  - Proceedings of the 7th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2019)
PB  - Atlantis Press
SP  - 291
EP  - 294
SN  - 1951-6851
UR  - https://doi.org/10.2991/itids-19.2019.52
DO  - 10.2991/itids-19.2019.52
ID  - Mohsin2019/05
ER  -