Efficient Algorithm for High Utility Pattern Mining in Incremental Databases

Provided by: Creative Commons
Topic: Data Management
Format: PDF
In this paper, the authors will consider the problem of the incremental mining of sequential patterns when new transactions are added to dynamic database. They will strive for algorithm for mining frequent sequences that uses information collected during an earlier mining process to minimize the time and cost for finding new sequential patterns in the updated database. This could be useful for mining sequential patterns by applying this proposed algorithm than to mining sequential patterns using a standard algorithm, by breaking down the database into an original database and an increment.

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