Showing posts with label lexicon-construction. Show all posts
Showing posts with label lexicon-construction. Show all posts
Dependency Structure-Based Rules Using Root Node Technique for Explicit Aspect Extraction From Online Reviews
. Abstract: Aspect-based sentiment analysis (ABSA) includes aspect extraction and sentiment analysis on those extracted aspects. This pape...
EmoMix+: An Approach of Depression Detection Based on Emotion Lexicon for Mobile Application
*** Abstract: Emotion lexicon is an important auxiliary resource for text emotion analysis. Previous works mainly focused on positive and n...
Sentiment classification of Chinese Weibo based on extended sentiment dictionary and organisational structure of comments
*** Abstract: Sentiment classification can provide the decision support of social applications such as trend judgment, public opinion monito...
A Novel Emotion Lexicon for Chinese Emotional Expression Analysis on Weibo: Using Grounded Theory and Semi-Automatic Methods
*** Abstract: As one of the most popular social media platforms in China, Weibo has aggregated huge numbers of texts containing people’s tho...
Extending emotional lexicon for improving the classification accuracy of Chinese film reviews
*** ABSTRACT: It is challenging to build domain-specific emotional lexicon for film reviews, due to its unique characteristics, such as mass...
STCS Lexicon: Spectral-Clustering-Based Topic-Specific Chinese Sentiment Lexicon Construction for Social Networks
*** Abstract: A sentiment lexicon is an important foundation for social network sentiment analysis. However, in social networks, the sentim...
EmoMix: Building an Emotion Lexicon for Compound Emotion Analysis
*** Abstract: Building a high-quality emotion lexicon is regarded as the foundation of research on emotion analysis. Existing methods have ...
User emotion analysis in conflicting versus non-conflicting regions using online social networks
*** Abstract: Society plays a vital role in maintaining the emotional health of an individual. People living in conflicting zones are emoti...
EmoWordNet: Automatic Expansion of Emotion Lexicon Using English WordNet
*** Abstract: Nowadays, social media have become a platform where people can easily express their opinions and emotions about any topic such...
Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora
*** Abstract: There is often the need to perform sentiment classification in a particular domain where no labeled document is available. Al...
Inferring Spread of Readers’ Emotion Affected by Online News
*** Abstract: Depending on the reader, A news article may be viewed from many different perspectives, thus triggering different (and possibl...
Unsupervised Learning for Lexicon-Based Classification
*** Abstract: In lexicon-based classification, documents are assigned labels by comparing the number of words that appear from two opposed l...
Featuring, Detecting, and Visualizing Human Sentiment in Chinese Micro-Blog
*** Abstract: Micro-blog has been increasingly used for the public to express their opinions, and for organizations to detect public sentime...
Empath: Understanding Topic Signals in Large-Scale Text
*** Abstract: Human language is colored by a broad range of topics, but existing text analysis tools only focus on a small number of them. ...
A New Perspective on the Relation between Construction and its Slot Filler: Construction and Lexicon Interactive Coercion Model
::: The relation between schematic construction and its slot filler is a hot topic discussed by both philosophers and linguists worldwide. ...
Sentiment analysis of short informal texts
*** Abstract: We describe a state-of-the-art sentiment analysis system that detects (a) the sentiment of short informal textual messages suc...
NRC Word-Emotion Association Lexicon (aka EmoLex)
*** NRC Word-Emotion Association Lexicon (aka EmoLex) The NRC Emotion Lexicon is a list of English words and their associations with eight ...
Building emotion lexicon from weblog corpora
*** ABSTRACT: An emotion lexicon is an indispensable resource for emotion analysis. This paper aims to mine the relationships between words...
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