International Journal of Computational Intelligence Systems

Volume 7, Issue 3, June 2014, Pages 432 - 455

Local Semantic Indexing for Resource Discovery on Overlay Network Using Mobile Agents

Authors
M. Singh, X. Cheng, R. Belavkin
Corresponding Author
M. Singh
Available Online 9 January 2017.
DOI
https://doi.org/10.1080/18756891.2013.856257How to use a DOI?
Keywords
Resource Discovery, Overlay Network, Reconnaissance Agent, Latent Semantic Indexing, Cosine Similarity
Abstract
One of the most crucial problems in a peer-to-peer system is locating of resources that are shared by various nodes. Various techniques suggested in literature suffer from drawbacks viz. saturation of network, inability to locate multi-keyword based resource or locate resource based on semantics. We present the solution that is more efficient and effective for discovering shared resources on a network that is influenced by content shared by nodes. To reduce the search load on nodes that have uncorrelated content, an efficient migration route is proposed for mobile agent that is based on cosine similarity of content shared by nodes and user query and minimum support. Results show reduction in search load and traffic due to communication, and increase in locating of resources defined by multiple keys using mobile agent that are logically similar to user query. Furthermore, the results indicate that by use of our technique the relevance of search results is higher; that is obtained by minimal traffic generation/communication and hops made by mobile agent.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Journal
International Journal of Computational Intelligence Systems
Volume-Issue
7 - 3
Pages
432 - 455
Publication Date
2017/01
ISSN (Online)
1875-6883
ISSN (Print)
1875-6891
DOI
https://doi.org/10.1080/18756891.2013.856257How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - JOUR
AU  - M. Singh
AU  - X. Cheng
AU  - R. Belavkin
PY  - 2017
DA  - 2017/01
TI  - Local Semantic Indexing for Resource Discovery on Overlay Network Using Mobile Agents
JO  - International Journal of Computational Intelligence Systems
SP  - 432
EP  - 455
VL  - 7
IS  - 3
SN  - 1875-6883
UR  - https://doi.org/10.1080/18756891.2013.856257
DO  - https://doi.org/10.1080/18756891.2013.856257
ID  - Singh2017
ER  -