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MS-GSP: Multi-Support Generalized Sequential Patterns

This is an implementation of MS-GSP algorithm in Java. It can extract frequent patterns from a bunch of sequences. MS-GSP is introduced in the following book for mining sequential patterns:

Bing Liu, "Web Data Mining - Exploring Hyperlinks, Contents, and Usage Data", P 43-49, Springer, 2011.

MS-GSP is an extension of GSP algorithm which can support multiple minimum supports. Original GSP is proposed in the following paper:

Ramakrishnan Srikant and Rakesh Agrawal, "Mining Sequential Patterns: Generalizations and Performance Improvements", EDBT, 1996.

How to run?

To run the code, you should give the input and output files to the main file (MSGSP.Program.java) with the command line arguments as:

java Program <parameter file> <data file> <output file>

Examples of the parameter and input files are given along with the code. The formats are straightforward. These examples can be given to the program as:

java Program params.txr inputdata.txt out.txt

Note: This code is written by Me and Nick Green.

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An implementation of Multi-Support Generalized Sequential Patterns (MS-GSP)

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