DocumentCode
3579169
Title
Characterized by Subjective Clues on Subjective Text Recognition
Author
Yonghua Liu ; Aiping Li ; Liguo Duan ; Hongxiang Wang
Author_Institution
Coll. of Comput. Sci. & Technol., Taiyuan Univ. of Technol., Taiyuan, China
fYear
2014
Firstpage
20
Lastpage
26
Abstract
Subjective text recognition is the premise of emotion computation. The current method is the dictionary-based method and statistical-based method, while ignoring the subjective clues which contain rich emotional information and the accuracy is not high. To solve this problem, this paper selects the associated word, the emotional word as well as the indicative verb, the interjection, the degree adverb, with sentiment of punctuation six kinds of subjective clues ingredients as the subjective text recognition basis, establishes subjective clues character dictionary, then identifies the subjective text with the Naïve Bayes classifier. The experimental results show that this method proposed this paper has higher accuracy.
Keywords
pattern classification; statistical distributions; text analysis; word processing; degree adverb; emotion computation; emotional word; indicative verb; interjection; naïve Bayes classifier; statistical-based method; subjective clue character dictionary; subjective text recognition; Dictionaries; Feature extraction; Probability; Text categorization; Text recognition; Training; Vocabulary; Naive Bayes; emotion computation; subjective clues; subjective text recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Cloud Computing and Big Data (CCBD), 2014 International Conference on
Type
conf
DOI
10.1109/CCBD.2014.19
Filename
7062867
Link To Document