Using CNN provides this opportunity to use n-grams to extract the sentiment of a document effectively.
To determine the sentiment of a short text, it is necessary to estimate the value of the point of view of the text that views the author's point of view expressed in the text.
Several researchers such as Wang et al. [36] have considered positive, negative and neutral classes to extract the sentiment of a document (based on words and/or emoticons) and only few ones, such Khatua et al. [17], have examined the polarity degree (i.e. highly, moderately, weakly positive and negative classes).
However, Słowacki's poems, written in the 1820s, were unpopular among his Polish compatriots, as they failed to capture the sentiment of a people living under foreign occupation.
She explained, "My goal as a singer is to capture the sentiment of a song and emote what the feeling is.
At this critical juncture for the Israeli-Palestinian negotiations, we write to express the sentiment of a broad cross-section of the American Jewish community in support of your continued efforts to pursue a negotiated resolution to the Israeli-Palestinian conflict based on two states for two peoples.
It would aim to create "the sentiment of an invisible omniscience", while all the time keeping inmates in lonely isolation, following Bentham's theory of "reformation through solitude".
But outside Manhattan, in bright, sunny cities like Houston and Los Angeles, color is for the rich... Sportswear is an American invention--think of the Gibson girls in their shirtwaists... I've always been inclined to agree with the sentiment of a very clever book that became a bestseller at the end of the Depression, when most American women could barely afford lipstick.
As we know the order of the words in a sentence can help us to better understanding the sentiment of a document.
With a clear message, a mostly sure touch and a hotline to the sentiments of a large section of the electorate Mr Farage will never again be underestimated and his party are entitled to the respect they are due for speaking for a section of the English people (Ukip is a curiously English phenomenon) in a way which the rest of us have failed to do.
