Freely Available Information Filtering Systems
Working information filtering systems which are publicly available.
In most cases, papers describing the theory and/or implementation
details are also available.
-
SIFT
- The Stanford Information Filtering Tool, developed by Tak Yan
at Stanford University, includes two
selective dissemination services, one for computer science
technical reports and one for USENET news articles. The source
code is also available. Papers describing the development of SIFT
can be found here.
A specialized filtering service run by the European Bioinformatics
Institute which uses the SIFT package can be found here.
- GroupLens
- An experimental collaborative filtering service based on
"Better Bit Bureaus" which is itself a collaborative
venture between Paul
Resnik of the Center for
Coordination Science at MIT and Brad Miller and others
at the University of Minnesota. Jon Herlocker also
has posted some information on his NR
newsreader which will include some filtering functionality when
it is released.
- Firefly
- A collaborative filtering service for music and movies. A paper
describing some of the techniques used in Firefly by Alexander Chislenko
is also available.
- InfoScan
- A program from Machina
Sapiens, Inc. which filters email and USENET News and includes
document visualization features. Demo versions are available free for
the Macintosh and Windows 95.
- InfoTicker
- A web-watching robot with filtering functionality developed by
Erik Mueller.
- UseNet-News
Filter
- A USENET News filtering system by Elmar Haneke of the University
of Bonn in Germany.
- WIRA/SG
- A slick USENET news filtering service for USENET newsgroups about
Singapore developed by the Information Technology
Institute of Singapore. A paper by Kok Lai
on information filtering can be found here.
- WISEWIRE
- Empirical Media's filtering service that delivers webpages,
newswire articles,and netnews.
- BORGES
- A USENET News filtering system using Wordnet developed by
Digital Equipment B.V. in the Netherlands, Alan
Smeaton's research group at Dublin City University in Ireland,
and Universitat Autonoma de Barcelona in Spain. Information on
the project support through I'M
Europe can be found here.
- RAMA
- An Unix based USENET news filtering system by
Jim Binkley of the
Portland State University Computer Science Department.
- Browse
- An X windows neural network based USENET news filtering system by
Andrew
Jennings and Hideyuki Higuchi. Their
paper from the
March, 1992 IEICE Transactions on Information and Systems
is also available.
-
NewsClip
- A unix programming language designed for filtering USENET News
that is capable of binary filtering when used with any
newsreader. When used with
STRN,
the Scoring Threaded version of the unix ReadNews (RN) program,
ranking articles in order of likely relevance is also possible.
- Mfilt
- A rule-based system for filtering electronic mail developed by Tina Holmboe of the
University of Oslo.
- Sift-Mail
- An system for filtering electronic mail developed by Laurence
Lundblade of Virginia Tech.
-
Lurker
- A rule-based USENET News filter written in PERL by Vince
Taluskie of UT Austin's Physics Department. Lurker can archive
the selected articles on disk or send them by electronic mail.
-
SMART
- A unix package designed for performance evaluation of
vector space information retrieval techniques by Gerard
Salton and Chris Buckley of Cornell University.
The capability to filter USENET News is included in the standard
distribution. An excellent tutorial
on SMART has been put together by Hans Paijmans and
a technical report on the implementation of an
earlier version of SMART that is particularly helpful can be found here.
-
MAXIMS
- MAXIMS is a collaborative electronic mail
filtering system developed by Max
Metral of the MIT
Media Lab Autonomous Agents Group for the Apple
Macintosh which is based on the freely redistributable
version of the Eudora mail program.
-
NN Collaborative Filtering Patch
- A patch to the nn version
6.4 newsreader to perform collaborative filtering developed by David
Maltz. The MIT Masters thesis which describes his research can be
found here.
- Procmail
- A unix package designed to automatically filter electronic
mail. The Frequently Asked Questions (FAQ) about filtering
electronic mail on Unix systems can be found here.
That FAQ also describes the filtering
system that is provided with the ELM mailer.
- Mailfilt
- A perl script to filter electronic mail written by Michael Fisk of New Mexico Tech.
-
Mailagent
- A rule-based electronic mail filtering system
developed by Raphael Manfredi.
-
WebWatcher
- WebWatcher is a World Wide Web filtering system
developed by David
Zabowski and others of the Pleiades
Project at the Carnegie Mellon University Learning Lab which
learns your preferences and highlights interesting links on web pages
that you visit. It also includes some collaborative filtering
functionality, suggesting known pages that others have visited which
appear to be related to your interests.
-
NoShit
- A colorfully named system which filters the content of World Wide
Web pages in real time developed by Axel Boldt of
the University of California at Santa Barbara.
-
Web Filter
- A WAIS-based World Wide Web filtering system for items announced on
the NCSA What's
New Page developed by Steve
Gant of the School of Library and
Information Science at the University of North Carolina.
Return to the Information Filtering Resources page.
Doug Oard
Last modified: Sat Feb 15 15:09:33 1997