A PARTIAL RATIO AND RATIO BASED FUZZY-WUZZY PROCEDURE FOR CHARACTERISTIC MINING OF MATHEMATICAL FORMULAS FROM DOCUMENTS

ICTACT Journal on Soft Computing ( Volume: 8 , Issue: 4 )

Abstract

vioft2nntf2t|tblJournal|Abstract_paper|0xf4ff995e270000002959010001000c00
Retrieval of mathematical text from data is a key predicament in present circumstances. To achieve this, we have considered three different algorithms viz., Sequence matcher, Levenshtein Distance and Fuzzy-Wuzzy. Two different variants of Fuzzy-Wuzzy are found applicable to this study out of four variants. Performance of these variants in retrieving mathematical texts, is calculated using efficiency measure, sensitivity analysis and time series exploration. Fuzzy-Wuzzy partial ratio algorithm scored better over the other variants on efficiency measure and sensitivity analysis.

Authors

G. Appa Rao1, G. Srinivas2, K. Venkata Rao3, P.V.G.D. Prasad Reddy4
GITAM Institute of Technology, India1, Anil Neerukonda Institute of Technology and Sciences, India2, Andhra University, India3,4

Keywords

Sequence Matcher, Levenshtein Distance, Fuzzy-Wuzzy, Partial Ratio

Published By
ICTACT
Published In
ICTACT Journal on Soft Computing
( Volume: 8 , Issue: 4 )
Date of Publication
July 2018
Pages
1728-1732

ICT Academy is an initiative of the Government of India in collaboration with the state Governments and Industries. ICT Academy is a not-for-profit society, the first of its kind pioneer venture under the Public-Private-Partnership (PPP) model

Contact Us

ICT Academy
Module No E6 -03, 6th floor Block - E
IIT Madras Research Park
Kanagam Road, Taramani,
Chennai 600 113,
Tamil Nadu, India

For Journal Subscription: journalsales@ictacademy.in

For further Queries and Assistance, write to us at: ictacademy.journal@ictacademy.in