DocumentCode
3314872
Title
Using Agents for Unification of Information Extraction and Data Mining
Author
Imtiaz, Sharjeel ; Hussain, Azmat ; Hiyat, Sikandar
fYear
2005
fDate
27-28 Aug. 2005
Firstpage
197
Lastpage
200
Abstract
Early work for unification of information extraction and data mining is motivational and problem stated work. This paper proposes a solution framework for unification using intelligent agents. A Relation manager agent extracted feature with cross feedback approach and also provide a Unified Undirected graphical handle. An RPM agent an approach to minimize loop back proposes pooling and model utilization with common parameter for both text and entity level abstractions.
Keywords
Bayesian methods; Cleaning; Data mining; Feature extraction; Feedback; Graphical models; Hidden Markov models; Inference algorithms; Intelligent agent; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Communication Technologies, 2005. ICICT 2005. First International Conference on
Print_ISBN
0-7803-9421-6
Type
conf
DOI
10.1109/ICICT.2005.1598583
Filename
1598583
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