PhD Topics in Data Mining

Data Mining Topics

There is an extraordinary growth of data being generated and stored in about all arenas of information technology. These data are stored in computers in the form of databases which can then be processed and transferred through computer technology. The large volumes of data make the extraction of useful knowledge out of it and thus increased the demand for efficient tools in order to do the extraction. In order to meet these demands, researchers and scientists have been exploring the ways and methods in data visualization, pattern recognition, neural networks, data processing, etc. This exploration and efforts lead to the emergence of a new research area called Data Mining.

The purpose of researcher pursuing PhD in Data Mining is mainly to manipulate a large amount of data in the database determining the various variables to contribute to the solutions of gap in other researches, their problems, and solutions. To find a good research topic and problem is as important as it is to find a good solution through extensive research. Choosing a topic is the work that a researcher should do or learn to do. As our experts always advise, a novice researcher’s first step should be to first look into the various research topics, researches, and experiments to formulate your own. Following are some PhD topics in Data Mining which can help you take this step a little ahead:

• A stride towards customer review extraction using frequent pattern mining algorithms and soft computing techniques.
• Medical data analysis with the aid of association rule mining and artificial intelligence.
• Intrusion detection and classification with the aid of data mining algorithm and Modified neural network.
• An efficient technique to improve the customer management using Pattern mining algorithm.
• Customer review based e-commerce product rating using frequent pattern mining algorithm and sentiment analysis.
• Opinion mining based detection of fake recommendation in e commerce with the aid of machine learning approach.
• Prediction of user behaviour / emotions based on web usage mining with the aid of artificial intelligence.
• Web usage data classification for web personalization using clustering and machine learning techniques.
• An efficient technique for Disease prediction from medical data using data mining algorithm and ANN classifier.
• An efficient web page recommendation system using optimized frequent pattern mining and Neural classifier.

Coming up with a focused research topic is a necessity for your research because data mining is a broad field which makes topic selection more difficult. The above PhD Topics in Data Mining suggested by our team of research consultants are focused and within the scope. Our team can help you to perform an in-depth research on the interest area to mould and refine the topic from your findings and exploration of research.

To get your PhD topic, write into our team at contact@thesisandcode.com.