A Novel Approach for Information Retrieval Using CCBIR System

Authors

  • Dr. R. Malathi Ravindran  Associate Professor, Computer Applications, NGM College, Pollachi, Coimbatore, Tamil Nadu, , India

Keywords:

Cloud Computing; Data Set; Information Retrieval; Pathway.

Abstract

The tremendous growth of data generated by various resources like digital images, videos and scientific instruments & simulations is very high. The usage of social networks and internet are increasing day-by-day. The effective information retrieval from this huge volume of data is very much obligatory. The existing information retrieval like Boolean, Meta and Probabilistic are not sufficient to manipulate this huge volume of data. In this scenario, the entry of Cloud Technology is very much needed. In this paper a new cloud based information retrieval system is proposed with the inclusion of Vector Space Model and Semi-Supervised Clustering. KEGG Metabolic Relation Network and Dow Jones Industrial Index data set are experienced with the CCBIR system using math work. This system eliminates bottlenecks in information flow, time delay and also it provides a remarkable ability to overcome the traffic congestions.

References

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  2. Hari Priyanka R. and Malathi Ravindran R. (2016), “A Cloud Computing with Search Engines”, International Journal for Scientific Research & Development, Vol.4, Issue 08, 2016, ISSN : 2321-0613.
  3. Malathi Ravindran R. and Antony Selvadoss Thanamani (2015), “K-Means Docoment Cluestering using Vector Space Model”, Bonfring International Journal of Data Mining, Vol. 5, No.2.
  4. Riktesh Srivastava (2012), "Implementation of Information Retrieval (IR) Algorithm for Cloud Computing: A Comparative Study between with and without MapReduce Mechanism", Journal of Contemporary Issues in Business Research, Vol.1, No.2, pp.42-56.
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IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology

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Published

2017-11-30

Issue

Volume 2, Issue 6, November-December-2017

Section

Research Articles

License

Copyright (c) IJSRCSEIT

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Dr. R. Malathi Ravindran, " A Novel Approach for Information Retrieval Using CCBIR System , IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 2, Issue 6, pp.1356-1364, November-December-2017.