Emotional Intensity Calculation for Topical Microblog Based on Comments' Emotion

DOI

10.2991/msetasse-15.2015.276How to use a DOI?

Keywords

Emotional Intensity Analysis, Topical Microblog, Authentication Type.

Abstract

Emotional intensity analysis is widely applied in Twitter and Microblog. Moreover, the latest approach to calculate emotional intensity of Microblog is taking Microblog as an entirety and ignoring the comments. Because most of the topical Microblog has the topic comments which include emotional intensity, it is important to take topic comments into consideration. In this paper, we solve the problem by two steps. Firstly, we construct the sentiment lexicon, and then process comments of the topic to improve accurate of emotional intensity. Secondly, we use Authentication type of Microblog to optimize emotional intensity result. The experimental results demonstrate our method to calculate Chinese Microblog emotional intensity more effectively.

Copyright

© 2015, 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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TY  - CONF
AU  - Jia Zheng
AU  - Zhengping Jin
PY  - 2015/11
DA  - 2015/11
TI  - Emotional Intensity Calculation for Topical Microblog Based on Comments' Emotion
BT  - Proceedings of the 2015 3rd International Conference on Management Science, Education Technology, Arts, Social Science and Economics
PB  - Atlantis Press
SP  - 1303
EP  - 1307
SN  - 2352-5398
UR  - https://doi.org/10.2991/msetasse-15.2015.276
DO  - 10.2991/msetasse-15.2015.276
ID  - Zheng2015/11
ER  -