Publication Type:

Conference Paper

Authors:

Sarasvady, S.

Source:

7th International Conference on Digital Information Management, ICDIM 2012, Macau, p.159-164 (2012)

ISBN:

9781467324281

URL:

http://www.scopus.com/inward/record.url?eid=2-s2.0-84871563284&partnerID=40&md5=001bcd4d25492274253785e89bba6858

Keywords:

Algorithms, Data mining, Database systems, Descriptors, Different sizes, Digital Documents, Digital libraries, Dynamic threshold, Feature extraction, Federated architecture, Human perception, Information management, Integrated systems, Metadata, Minimum weight, Retrieval process, Text mining, Text-searching, Trees (mathematics), Unified architecture

Abstract:

Creating the federated architecture is the most significant issues in the field of digital library. Human perception is not uniform while measuring the relevance to automate the retrieval process. In this work we have designed a system for integrating the existing architectures for digital library. This architecture uses integrated systems such as metadata, standard descriptors, feature extraction etc for text searching and retrieval. Databases of different size were used to estimate the accuracy of the system. The proposed algorithm works on the concept of minimum weight tree that removes the irrelevant texts from the retrieved hits, based on the dynamic threshold provided to the algorithm. We found out that careful combination of the different features based on our proposed heuristic, can increase the creation of a unified architecture for digital libraries. © 2012 IEEE.

Notes:

cited By (since 1996)0; Conference of org.apache.xalan.xsltc.dom.DOMAdapter@692a4d85 ; Conference Date: org.apache.xalan.xsltc.dom.DOMAdapter@58478cb3 Through org.apache.xalan.xsltc.dom.DOMAdapter@4166690c; Conference Code:94711

Cite this Research Publication

S. Sarasvady, “Towards a distributed federated architecture for digital documents”, in 7th International Conference on Digital Information Management, ICDIM 2012, Macau, 2012, pp. 159-164.

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