A Survey of Agent Based Pre-Processing and Knowledge Retrieval
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2013, Vol 15, Issue 3
Abstract
Information retrieval is the major task in present scenario as quantum of data is increasing with a tremendous speed. So, to manage & mine knowledge for different users as per their interest, is the goal of every organization whether it is related to grid computing, business intelligence, distributed databases or any other. To achieve this goal of extracting quality information from large databases, software agents have proved to be a strong pillar. Over the decades, researchers have implemented the concept of multi agents to get the process of data mining done by focusing on its various steps. Among which data pre-processing is found to be the most sensitive and crucial step as the quality of knowledge to be retrieved is totally dependent on the quality of raw data. Many methods or tools are available to pre-process the data in an automated fashion using intelligent (self learning) mobile agents effectively in distributed as well as centralized databases but various quality factors are still to get attention to improve the retrieved knowledge quality. This article will provide a review of the integration of these two emerging fields of software agents and knowledge retrieval process with the focus on data pre-processing step
Authors and Affiliations
Sapna Pujara
Keywords
Related Articles
- EP ID EP99273
- DOI -
- Views 98
- Downloads 0
Predict Fault-Proneness Module Using Pattern Recognization (A Review)
Abstract: Background: The accurate prediction of where faults are likely to occur in code can help direct test effort, reduce costs and improve the quality of software. Objective of this paper is We investigate how...
Service Cost Estimation in Cloud Environment Using a Third Party Web Server: A Comparative Analysis With and Without Using Cloud Computing
This paper maps the idea of software maintenance cost estimation process onto cloud computing service cost. We have many models for effort estimation in maintenance. Here we implement any cost estimation model to...
Sox Compliance: Eleven Essential Controls for Sme
Abstract: Sarbanes-Oxley (SOX) act, was enacted in 2002, in the wake of large accounting scandals ENRON and WORLDCOM .Especially for SMEs (small to mid-sized enterprises) that can benefit from implementing the control ob...
An Insight to Data Stream Mining and other Emerging Learning Algorithms
Abstract: Significant advancements have been made in the field of data mining and knowledge discovery. But there is no universal algorithm that can be dynamic enough to extract information from a continuous data st...
A Review of Optical Character Recognition System forRecognition of Printed Text
Abstract: As we move ahead in technology advancements, from simple data processing, to intelligentcomputing, one area of research undergoing advancement, is the system of reading text characters on an image.Optical...