Q. What do novel approaches in opinion mining need to go beyond mere word-level sentiment analysis?

View solution

Q. What is domain adaptation in the context of sentiment analysis?

View solution

Q. What is the intuition behind using intermediate concepts in domain adaptation?

View solution

Q. What is the primary goal of big sentiment data tracking?

View solution

Q. What is the importance of identifying temporal relations between events in sentiment analysis?

View solution

Q. What is the primary benefit of Cambria et al.'s scalable methodology for fusing multiple cognitive and affective recognition modules in real time?

View solution

Q. Which technique is used to control the ensemble stream in real time in Cambria et al.'s methodology?

View solution

Q. What approach did Godbole et al. use for large-scale sentiment analysis of news and blogs?

View solution

Q. What were the seven sentiment dimensions chosen by Godbole et al. for sentiment analysis in their system?

View solution

Q. What is one of the limitations of standard approaches to opinion mining?

View solution

Q. Why is affect detection considered critical in the context of affect-sensitive interfaces?

View solution

Q. What is a key challenge in affect detection?

View solution

Q. How does the opinion-mining engine in sentic computing classify affective information?

View solution

Q. What is the primary purpose of the preprocessing module in the opinion-mining engine?

View solution

Q. Why is handling negation important in opinion- and sentiment-related analysis?

View solution

Q. What is the role of constructions in the parsing process of the sentic parser?

View solution

Q. How does the sentic parser efficiently choose the best construction for each span of text?

View solution

Q. What does the Sentic parser provide for each retrieved concept?

View solution

Q. What is the purpose of the IsaCore and AffectiveSpace modules in analyzing the small bag of concepts (SBoC)?

View solution

Q. How is coarse sense disambiguation performed when multiple senses of a concept are detected?

View solution