We first of all need to understand and conceptualize what text mining is. Text mining refers to the process of deriving high quality information from a piece of text through devising patterns and trends such as statistical pattern learning We first of all need to understand and conceptualize what text mining is. Text mining refers to the process of deriving high quality information from a piece of text through devising patterns and trends such as statistical pattern learning. It can also be referred to as text analytics. For text data mining to be possible Authentic Torey Krug Jersey , it is normally advisable that the data or text on which mining is to be performed should be unstructured. Text mining Twitter can be performed on various types of text including; customer feedback, survey response, conversations, blog Authentic David Krejci Jersey , documents, maintenance notes and many others.
There are a number of reasons that could make any organization decide to do text analytics on their social platforms. Below are some of these reasons discussed in detail:-
1. To uncover key Patterns in text.
Text analysis plays a very crucial role in pattern identification by applying the principles of Pattern matching which is an interesting discipline in computing in the field of data structures and analysis. The administrator enters the key text pattern that they need to match with from other sections of the system. Using the relevant algorithms coded into the system, the system looks for a piece of text that matches the entered text and gives feedback to the analysis personnel.
2. To better unstructured data text.
Unstructured data is normally in raw form and is not presentable in any way. This is because no format is put in consideration when coming up with such kind of data. Therefore text mining tries to make these unstructured data presentable through various ways. It implements statistical means of data representation such as graphs, charts and others which can be easily understood. In addition Authentic Danton Heinen Jersey , this visual representation of data can be understood by people who are semi-literate or those who do not understand the language being used.
3. To easily understand customer requirements.
Normally, there is a lot of freedom on social media that allows people to convey their true feelings about a given system or product. Perhaps this is so because they have eye-conduct with the service provider. Essentially, text mining helps to trap the patterns of text that talk about user requirements of the system using the pattern matching algorithms. Therefore Text mining as a discipline is a very important tool in Social media sentiment analysis since it looks at all the data, especially user conversations and looks for matches of the key patterns that mean something close to user needs.
4. To provide answers to social media users.
Sometimes social media users ask some questions while using the platform. Such questions are very common and can be predicted by the system using some learning algorithms. Therefore such questions are coded in the system together with their possible answers. When users pose questions on the social site system Authentic Zdeno Chara Jersey , it performs text mining by trying to match the patterns. If the pattern match is found, then the answer is given to the user instantly. If not, the user is redirected to another page for possible solution.
by Matthew Rusling
WASHINGTON, Oct. 22 (Xinhua) -- U.S. Democratic front-runner Hillary Clinton got the biggest boon to her bid to clinch her party's nomination for the 2016 presidential race Authentic Brandon Carlo Jersey , after Vice President Joe Biden announced Wednesday his decision not to run for president.
"The road is clear for Hillary Clinton," Brookings Institution's senior fellow Darrell West told Xinhua. "Biden would have been a formidable opponent and would have taken several months to defeat."
Indeed, Biden's decision eliminates Clinton's most serious opponent and greatly simplifies her political situation, West said Authentic Riley Nash Jersey , adding that Clinton can now position herself for the general election and focus on issues that distinguish her from the radical elements within the Republican party.
Julian Zelizer, professor of history and public affairs at Princeton University, told Xinhua that Clinton will now be able to focus most of her attention on attacking the Republican Party (GOP) and building her message rather than competing with Biden for the same pocket of votes.
That will give her a leg up on Republicans, who must spend the coming months appealing to their party's base. And once a winner emerges Authentic Anders Bjork Jersey , he or she will then begin to focus on beating Clinton.
"There will be states where Sanders may defeat her, but I would expect Clinton to accumulate delegates at a rapid pace and be in good position by the end of March," West said, referring to Senator Bernie Sanders Authentic Bobby Orr Jersey , who recently has been seen as a possible rival, although most experts believe he will in the end be no real challenge to Clinton.
However, the Clinton campaign in recent months has seen a firestorm of controversy over her use of a private email account and private server as secretary of state, and she has been under investigation by the Federal Bureau of Investigation over whether she compromised national security. If that controversy continues to dog her Cheap Jake DeBrusk Jersey , it could drag down her campaign.
West said the email scandal has been a major bump in the road for Clinton, but she has made progress in addressing that issue.
In another scandal over the 2012 terrorist attack on the U.S. consulate in Benghazi, Libya that led to the death of a U.S. ambassador and three other Americans, Clinton testified before Congress on Thursday Cheap Charlie McAvoy Jersey , fighting allegations that she had mishandled the situation.
But many experts said the issue is unlikely to hurt her, as the situation is too complex for the. Wholesale Jerseys Online Wholesale NHL Jerseys Wholesale Jerseys China Free Shipping Wholesale NBA Hoodie Wholesale Hoodie Wholesale NHL Jerseys Wholesale Nike NFL Jerseys Wholesale T-Shirts Cheap NBA Jerseys Wholesale Cheap Soccer Jerseys