Subscribe Now Subscribe Today
Science Alert
 
FOLLOW US:     Facebook     Twitter
Blue
   
Curve Top
Information Technology Journal
  Year: 2010 | Volume: 9 | Issue: 6 | Page No.: 1255-1261
DOI: 10.3923/itj.2010.1255.1261
Review of Techniques for Intelligent Novelty Mining
Flora S. Tsai

Abstract:
The detection of novel information is an important research area which is becoming more critical as we become inundated with an overload of information. Novelty mining, or novelty detection, is the process of mining the novel yet relevant information of a given topic. This study describes recent techniques for detecting novel sentences and documents. In particular, the study focuses on intelligent novelty mining techniques which address the domain-specific problem of detecting novel information with specific regard to the user context. These techniques are able to leverage the use of novelty metrics, novelty decision and novelty feedback to improve the results of mining new information from text data.
PDF Fulltext XML References Citation Report Citation
 RELATED ARTICLES:
  •    Information Retrieval through Mobile Devices using Semantic Ontology
How to cite this article:

Flora S. Tsai , 2010. Review of Techniques for Intelligent Novelty Mining. Information Technology Journal, 9: 1255-1261.

DOI: 10.3923/itj.2010.1255.1261

URL: https://scialert.net/abstract/?doi=itj.2010.1255.1261

 
COMMENT ON THIS PAPER
 
 
 

 

 
 
 
 
 
 
 
 
 

 
 
 
 
 

       

       

Curve Bottom