Using Encyclopedic Knowledge for Automatic Topic Identification (open access)

Using Encyclopedic Knowledge for Automatic Topic Identification

This paper presents a method for automatic topic identification using an encyclopedic graph derived from Wikipedia. The system is found to exceed the performance of previously proposed machine learning algorithms for topic identification, with an annotation consistency comparable to human annotations.
Date: May 2009
Creator: Coursey, Kino High; Mihalcea, Rada, 1974- & Moen, William E.
System: The UNT Digital Library
Automatic Keyword Extraction for Learning Object Repositories (open access)

Automatic Keyword Extraction for Learning Object Repositories

This article discusses automatic keyword extraction for learning object repositories.
Date: October 2008
Creator: Coursey, Kino High; Mihalcea, Rada, 1974- & Moen, William E.
System: The UNT Digital Library
Semantic Document Engineering with WordNet and PageRank (open access)

Semantic Document Engineering with WordNet and PageRank

This article discusses semantic document engineering with WordNet and PageRank.
Date: March 2005
Creator: Tarau, Paul; Mihalcea, Rada, 1974- & Figa, Elizabeth
System: The UNT Digital Library