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MC - Converts text documents into a vector space model

MC is a C++ program that creates vector-space models from text documents that can be used for text mining applications. MC provides an efficient multi-threaded implementation that can process very large document collections.

The MC program: 1. Recursively descends directories, finding text files 2. Processes files selectively through full regular expression matching of file names. 3. Builds a sparse matrix of word/token counts. The particular sprse marix format used is given here. 4. Processes any user specified text formats(email address or URLs) as a whole token through regular expression matching or FLEX definition. 5. Prunes vocabulary by word length and frequency 6. Excludes user specified stop words 7. Sets word vector weights according any of the txx, txn, tfn, tfx, lxx, lxn, lfn, lfx scaling schemes. 8. Writes all data structures to disk in the Compressed Column Storage format.

The application does not have English parsing or part-of-speech tagging facilities or complete documentation

Obtaining

Web pagehttp://www.cs.utexas.edu/users/jfan/dm/
Source tarballhttp://www.cs.utexas.edu/users/jfan/dm/src/
Version 2.19 (stable) released on 2001-06-26
Licensed under The GNU General Public License, Version 2.
This is a GNU package.

Documentation

User READEM available in HTML format from http://www.cs.utexas.edu/users/jfan/dm/README.html
Support contacts

Help List<jfan@cs.utexas.edu>
Developer List<jfan@cs.utexas.edu>
Bug List<jfan@cs.utexas.edu>

Project contacts

Maintainers
Developers
Sponsors
  • University of Texas at Austin

Related information

Interfacescommand line
Source languagesC++
Build prerequisitesFLEX, STL, pthread library

Entry information

License verified byJanet Casey <jcasey@gnu.org> on 2001-07-02
Entry compiled byJames Fan <jfan@cs.utexas.edu>

Categories



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Copyright © 2000, 2001, 2002, 2003 Free Software Foundation, Inc.

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