Automatic acquisition of emotional vocabulary based on syntax

C Jianmei, LIN Hongfei, Y Zhihao - CAAI Transactions on Intelligent …, 2009 - tis.hrbeu.edu.cn
Affective computation has received more and more attentions in the field of artificial
intelligence; however, the calculation of affective lexicon ontology is a requirement for …

Sentence-level emotion mining based on combination of adaptive meta-level features and sentence syntactic features

AS Hosseini - Engineering Applications of Artificial Intelligence, 2017 - Elsevier
Nowadays, because of increasing of text data, recognizing the emotions of text can help to
get a better comprehension of context. However, finding emotional information from text is a …

Inferring affective meanings of words from word embedding

M Li, Q Lu, Y Long, L Gui - IEEE Transactions on Affective …, 2017 - ieeexplore.ieee.org
Affective lexicon is one of the most important resource in affective computing for text.
Manually constructed affective lexicons have limited scale and thus only have limited use in …

Ontology-driven affective chinese text analysis and evaluation method

L Xu, H Lin - Affective Computing and Intelligent Interaction: Second …, 2007 - Springer
This paper studies text affective analysis from three different levels: words, sentences and
discourses. Firstly, affective lexicon ontology is constructed by employing the manual and …

Are manually prepared affective lexicons really useful for sentiment analysis

M Li, Q Lu, Y Long - Proceedings of the Eighth International Joint …, 2017 - aclanthology.org
In this paper, we investigate the effectiveness of different affective lexicons through
sentiment analysis of phrases. We examine how phrases can be represented through …

Construction and application of Chinese emotional corpus

L Yang, H Lin - Chinese Lexical Semantics: 13th Workshop, CLSW …, 2013 - Springer
Text affective computing or sentiment analysis is an important research domain for natural
language process, and it requires a large-scale emotion corpus, which can significantly …

Automatic affect recognition using natural language processing techniques and manually built affect lexicon

YH Cho, KJ Lee - IEICE transactions on information and systems, 2006 - search.ieice.org
In this paper, we present preliminary work on recognizing affect from a Korean textual
document by using a manually built affect lexicon and adopting natural language processing …

A classifier based approach to emotion lexicon construction

D Das, S Poria, S Bandyopadhyay - … , The Netherlands, June 26-28, 2012 …, 2012 - Springer
The present task of developing an emotion lexicon shows the differences from the existing
solutions by considering the definite as well as fuzzy connotation of the emotional words into …

[PDF][PDF] Emotion models: a review

S PS, G Mahalakshmi - International Journal of Control Theory …, 2017 - researchgate.net
Affective Computing (AC) contributes in new ways to improve communication between
sensitive human and computers which are unemotional. Emotion recognition from the text is …

Estimation of word emotions based on part of speech and positional information

K Matsumoto, F Ren - Computers in Human Behavior, 2011 - Elsevier
Recently, studies on emotion recognition technology have been conducted in the fields of
natural language processing, speech signal processing, image data processing, and brain …