In our work we attempted to design a sentiment combining function that, based on the sentiment of single words, provides the absolute sentiment of the message as a normalised value from the range of −100 to 100.
First, two types of feature sets are designed for sentiment classification, namely the part-of-speech based feature sets and the word-relation based feature sets.
In the question module, for dealing with many cases where the target is composed of multiple words, the commonly used average target vector is replaced by the designed target sentiment question, which is encoded by a GRU.
In this paper, we present a proposed system designed for sentiment detection for micro-blog data in Chinese.
We use India's unique regulatory design to test sentiment-based models of IPO initial returns.
The new Camry, likewise, is not flashy or groundbreaking but designed to rekindle sentiments among shoppers that Toyota is a dependable choice, analysts said.
In this manuscript, we design three alternative sentiment-embedded comparison interfaces based on popular techniques, respectively called opinion table, opinion bar chart, opinion cloud.
Project work can be undertaken in a variety of application domains, such as affective computing, bio-feedback, context-aware security, e-commerce, neuro-marketing, privacy by design, quantified self, sentiment analysis, and user interface technologies.
Definition 2 (sentiment dictionary D): for each sentiment, we can design a dictionary which can represent it sharply, called sentiment dictionary.
Professional design knowledge and customer sentiment have to be combined, while service-based business models could endanger product sales.
