NDLI: Co-operative mobile and static agents for distributed communication systems for data mining applications

Content Provider	IEEE Xplore Digital Library
Author	Kavitha, P.T. Sasipraba, T.
Copyright Year	2010
Description	Author affiliation: Sathyabama University, Chennai (Kavitha, P.T.; Sasipraba, T.)
Abstract	A mobile agent is a program that can travel during execution from one system to another system in a massive network. Mobile agent interacts with static agents and other resources to perform its task autonomously. Mobile agents are particularly attractive in distributed information retrieval applications. This paper discusses about how to parallelize the incremental algorithm for mining distributed dynamic datasets. This minimizes communication overhead between distributed systems and the central system. In this distributed approach, we use static agents at each distributed local system which are capable of generating local model (each static agent has a summary of its own database) as well as the global model (carries the summary of the entire data base) of the frequent item sets. This ability permits our system to generate high contrast frequent item sets, which allow us to examine how the data is positioned over different systems. Using the capabilities of the mobile agent, the knowledge could be retrieved from the local systems to the central system for making the communication process better and easier between the distributed systems.
Starting Page	108
Ending Page	110
File Size	514539
Page Count	3
File Format	PDF
ISBN	9781424490042
e-ISBN	9781424490066
DOI	10.1109/INTERACT.2010.5706211
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-12-03
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Conferences Heuristic algorithms Mobile agents Decision making Distributed databases Association rules
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Mobile Agent Based Distributed Data Mining

Towards an adaptive multi-agent architecture for association rule mining in distributed databases

Mobile-agent-based distributed and incremental techniques for association rules

High Performance Data Mining Algorithms and Similarity Models Research

Mining association rules: anti-skew algorithms

A Heuristic Approach for Fast Mining Association Rules in Transportation System

A fast distributed algorithm for mining association rules

High Efficiency Association Rules Mining Algorithm for Bank Cost Analysis

A high-performance distributed algorithm for mining association rules

Co-operative mobile and static agents for distributed communication systems for data mining applications

Similar Documents

Mobile Agent Based Distributed Data Mining

Towards an adaptive multi-agent architecture for association rule mining in distributed databases

Mobile-agent-based distributed and incremental techniques for association rules

High Performance Data Mining Algorithms and Similarity Models Research

Mining association rules: anti-skew algorithms

A Heuristic Approach for Fast Mining Association Rules in Transportation System

A fast distributed algorithm for mining association rules

High Efficiency Association Rules Mining Algorithm for Bank Cost Analysis

A high-performance distributed algorithm for mining association rules

Co-operative mobile and static agents for distributed communication systems for data mining applications