We implemented a system to mine functional dependencies from relational databases. Our system improved current technology by employing an SQL interface between the database and the mining module. This approach has the advantage that it better utilizes main memory by (1) avoiding loading large amounts of data into memory, and (2) allowing more computations to be performed in memory rather than on disk. Our system is capable of mining functional dependencies from large databases where other memory-based methods fail.

• This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.

Creator

• Gulbrandsen, John Brian
• Ciman, Michael C.

Publisher

• Worcester Polytechnic Institute

Identifier

• 01D354M

Advisor

• Rundensteiner, Elke A.
• Ruiz, Carolina

Year

• 2001

Date created

• 2001-01-01

Resource type

• Major Qualifying Project

Major

• Computer Science

Rights statement

• In Copyright

Última modificação

• 2021-10-11