A review paper on big data and data Mining

 

 

In the article, “A review paper on big data and data Mining: Concept and Techniques,” the authors discuss large data, techniques for accessing it, and the processes of data mining. The authors introduce significant challenges to data mining larger amounts of data.

 

– This paper is to be a minimum of three pages and requires a minimum of three additional references in support of your observations. In your paper, from the perspective of an audience in the arena of data mining big data, discuss one of the issues by providing your observations as they pertain to data mining for that particular audience. (e.g.: From the perspective of the Chief Information Officer, demonstrate the information considerations of the chosen issue) The paper should provide sufficient information for the reader to make an informed decision on the topic.

Sample Solution

A review paper on big data and data mining

Since the digital era began and the internet began to be used extensively in the early 1990s, it has produced tremendous amounts of data transactions. Even long before the internet era of things a few decades earlier several studies had discussed the data of the washouse, big data and data mining. Data mining is used to analyze and explore large amounts of data to find a valuable result from the extraction. There is a lot of information that can be extracted from a collection of databases that can be used for several needs, for example a company engaged in the commercial sectors can utilize the transaction data to find optimal sales patterns. The issues and challenges include data mining methodology, user interaction, performance and scalability, and the processing of a large variety of data types.

earle’s famous “Chinese Room” argument that was discussed in Chapter 2 of How the Mind Works, was one of the most interesting arguments to display claims of artificial intelligence. Basically the claim as that computers can and will at least try to master the act of thinking. The argument was based upon how Searle sees himself in a room alone and is trying to follow and get on board with a computer that is that is responding to Chinese characters. However, Searle knows he is not able to grasp or understand any of it, yet he attempts to manipulate numbers and a variety of symbols in order to trick those outside of the room. His manipulation of such numbers and symbols, produces Chinese characters, which allows him to convince those outside the room that there is someone who can actually speak Chinese inside the room. Searle believes that though the computer appears to understand what is going on, in all reality it actually doesn’t understand it. It can be concluded that purpose of this argument was the refute the point that a computer can function on its own. Searle believes that if a man cannot understand Chinese even when he was manipulating numbers and symbols, then neither can computers. A computer is no human and can never be like one.

Pinker’s response to the “Chinese room” argument is reluctant. He says that Searle has stated nothing to do with something that can be scientifically valuable. And that Searle is merely stating about the word “understand”. In fact, it is talked about in abroad way, which isn’t too clear or concise. Pinker says that humans are filled with meat, while computers are filled with information. Humans need the right buttons to be pushed before he/she can accurately process information. Similarly, computers need the right information when processing in search for other information. Both need some sort of push in order to be successful and without that push humans and computers both cannot function and “understand”. Pinker feels that we can be just as unreliable as computers can be.

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