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In this manuscript, we design three alternative sentiment-embedded comparison interfaces based on popular techniques, respectively called opinion table, opinion bar chart, opinion cloud.
An alternative view was that the leaders used the metaphor of the trap to rationalize their reaction to the unanticipated criticism, popular demonstrations, and general antiparty sentiments expressed in the late spring, when the term "hundred flowers" gained international currency.
Through empirical analysis it will be shown when iSA outperforms machine learning techniques of individual classification (e.g. SVM, Random Forests, etc) as well as the only other alternative for aggregated sentiment analysis known as ReadMe.
GLD is considered as an alternative asset when global sentiment projects bearish stock markets.
The alternative parameterizations of the sentiment strategy serve different purposes in the training than in the test period.
The reason that we add GLD to the portfolio in the first place is to have an alternative asset when the sentiment indexes globally project negative stock market returns.
Funded companies are developing tools to provide higher accuracy alternatives to polling, monitor geopolitical sentiment, and improve civic engagement.
Across the board, the ANEW dictionary performs poorly, and the continued use of this sentiment dictionary with clearly better alternatives is a questionable choice.
Further sensitivity analysis can help describe how changes in available data or public sentiment might affect the preferred policy alternative of governing bodies.
Lyft echoed the sentiment, saying it "provides consumers with an alternative to vehicle ownership and drivers with the ability to make money in their free time".
Oil and alternative energy firm BP might be torn on that sentiment.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com