Computer Science Homework Help

Problem statement:  This study mainly focuses `on the problems which are experienced during the extraction of data and how we can apply the data mining techniques to resolve them.

Based on this problem statement need to write a literature review on data mining techniques. I have attached a reference paper for your use.  It can include following points as references: 

At the current stage the technologies for generating and collecting data have been advancing rapidly. 

The main problem is the extraction of valuable and accurate information from large data sets.

• One of the main techniques for solving this problem is Data Mining. 
• Data mining (DM) is the process of identification and extraction of useful information in typically large databases. 
• DM aims to automatically discover the knowledge that is not easily perceivable. 
• It uses statistical analysis and artificial intelligence (AI) techniques together to address the issues. There are different types of tasks associated to data mining process. 
• Each task can be thought of as a particular kind of problem to be solved by a data mining algorithm. 
• The main types of tasks performed by DM algorithms are: Classification, Association, Clustering, Regression, Anomaly Detection, Feature Extraction, Time Series Analyse