CREATING A CHINESE EMOTION LEXICON BASED ON CORPUS REN-CECPS

被引：0

作者：

Li, Ji ^{[1
]}

Ren, Fuji ^{[1
,2
]}

机构：

[1] Univ Tokushima, Dept Informat Sci & Intelligent Syst, Grad Sch Adv Technol & Sci, Tokushima, Japan

[2] Hefei Univ Technol, AIM, Hefei, Peoples R China

来源：

2011 IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND INTELLIGENCE SYSTEMS | 2011年

关键词：

Emotion Lexicon; Emotion Intensity; Tongyici Cilin; HowNet; Semantic Similarity; SVM;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

As a basic emotion resource, an emotion lexicon plays a very important role in the classification and recognition of emotion in text. This paper proposes an automatic approach to create a Chinese emotion lexicon with tag of emotion intensity based on the emotion corpus Ren-CECps 1.0. We present a new algorithm of emotion vector computation by making use of two language dictionaries Tongyici Cilin and HowNet. Comparing with the experimental results on verbs by SVM classification method, our approach is proved feasible and effective.

引用

页码：80 / 84

页数：5

共 50 条

[1] Construction of a Chinese Emotion Lexicon from Ren-CECps
Wang, Lijuan
Quan, Changqin
Bao, Yanwei
Ren, Fuji
INTELLIGENT COMPUTING METHODOLOGIES, 2014, 8589 : 625 - 634
[2] Microblogging Hot Events Emotion Analysis Based on Ren-CECps
Liu, Ning
Ren, Fuji
Sun, Xiao
Quan, Changqin
2013 IEEE/SICE INTERNATIONAL SYMPOSIUM ON SYSTEM INTEGRATION (SII), 2013, : 233 - 238
[3] Automatic Annotation of Word Emotion in Sentences Based on Ren-CECps
Quan, Changqin
Ren, Fuji
LREC 2010 - SEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2010,
[4] Recognizing Sentence Emotions Based on Polynomial Kernel Method Using Ren-CECps
Quan, Changqin
Ren, Fuji
IEEE NLP-KE 2009: PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING AND KNOWLEDGE ENGINEERING, 2009, : 478 - 484
[5] Emotion computing using Word Mover's Distance features based on Ren_CECps
Ren, Fuji
Liu, Ning
PLOS ONE, 2018, 13 (04):
[6] Creating a Verb Synonym Lexicon Based on a Parallel Corpus
Uresova, Zdenka
Fucikova, Eva
Hajicova, Eva
Hajic, Jan
PROCEEDINGS OF THE ELEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2018), 2018, : 1432 - 1437
[7] The annotated lexicon of chinese emotion words
Ng, Bee Chin
Cui, Can
Cavallaro, Francesco
WORD-JOURNAL OF THE INTERNATIONAL LINGUISTIC ASSOCIATION, 2019, 65 (02): : 73 - 92
[8] Research on Parallel Corpus Based Chinese-English Lexicon Builder
刘晓月
High Technology Letters, 2003, (04) : 61 - 66
[9] A Lexicon-Corpus-based Unsupervised Chinese Word Segmentation Approach
Lu Pengyu
Pu Jingchuan
Du Mingming
Lou Xiaojuan
Jin Lijun
INTERNATIONAL JOURNAL ON SMART SENSING AND INTELLIGENT SYSTEMS, 2014, 7 (01): : 263 - 282
[10] Sentiment analysis for Chinese text based on emotion degree lexicon and cognitive theories
Wu X.
Lü H.-T.
Zhuo S.-J.
Journal of Shanghai Jiaotong University (Science), 2015, 20 (1) : 1 - 6

← 1 2 3 4 5 →