Title :
A primer for understanding and applying data mining
Author :
Thuraisingham, Bhavani
Author_Institution :
Mitre Inf. Technol. Directorate, USA
Abstract :
Data mining is such a hot topic that it has become an obscured buzzword. Data mining can be a powerful tool for extracting useful information from tons of data. But it can just as easily extract erroneous and useless information if it´s not used correctly. Key to avoiding the pitfalls is a basic understanding of what data mining is and what things to consider in planning a data mining project. The steps in a data mining project include: integrating and cleaning or modifying the data sources, mining the data, examining and pruning the mining results, and reporting the final results
Keywords :
data mining; project management; very large databases; data mining; data sources; final result reporting; mining results; project planning; useful information; useless information; Data analysis; Data mining; Database systems; Image analysis; Information analysis; Logistics; Pattern analysis; Relational databases; Statistical analysis; X-ray detection;
Journal_Title :
IT Professional
DOI :
10.1109/6294.819936