Multi-Perspective Comparative Study: Common Context Based knowledge integration in Word Sense Disambiguation for Information Retrieval By Vinay Hegde Supervisor Dr. T.M.Rangaswamy A Thesis Submitted to Avinashilingam University for Women Coimbatore – 43 In partial fulfilment of the requirements for the award of the degree of Doctor of Philosophy in Computer Science and Engineering October - 2012
19
Embed
Dr. T.M.Rangaswamy · decorated events: precision obtained were 62%, recall was 53%. Precision and recall have been two of the traditional performance measures for evaluating information
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Multi-Perspective Comparative Study:
Common Context Based knowledge integration
in Word Sense Disambiguation for Information
Retrieval
By
Vinay Hegde
Supervisor
Dr. T.M.Rangaswamy
A Thesis Submitted to Avinashilingam University for Women
Coimbatore – 43
In partial fulfilment of the requirements for the award of the degree of
Doctor of Philosophy
in
Computer Science and Engineering
October - 2012
CERTIFICATE
This is to certify that the dissertation entitled “Multi-Perspective Comparative
Study: Common Context Based knowledge integration in Word Sense
Disambiguation for Information Retrieval” submitted to Department of Computer
Science and Engineering, Faculty of Engineering, Avinashilingam University for
Women, Coimbatore, for the award of Doctor of Philosophy in Computer Science
and Engineering is a record of original research work done by Vinay Hegde, during
the period of his study (April 2009 – October 2012) in the Department of Computer
Science and Engineering, Faculty of Engineering, Avinashilingam University for
Women, under my supervision and guidance and the thesis has not formed the basis
for the award of any Degree / Diploma / Associateship / Fellowship of any other
similar title to any candidate of any other University.
Signature of Guide
DECLARATION
I hereby declare that the matter embodied in the thesis entitled “Multi-
Perspective Comparative Study: Common Context Based knowledge integration
in Word Sense Disambiguation for Information Retrieval” submitted to
Department of Computer Science and Engineering, Faculty of Engineering,
Avinashilingam University for Women, Coimbatore, for the award of Doctor of
Philosophy in Computer Science and Engineering is a record of original research
work done by the undersigned under the supervision and guidance of Dr. T.M.
Rangaswamy, Associate Dean (P.G.Studies) and Professor, Industrial Engineering
and Management Department, R V College of Engineering and that it has not formed
the basis for the award of any Degree / Diploma / Associateship / Fellowship or any
other similar title to any other candidate of any other University.
Signature of Candidate
2
ACKNOWLEDGEMENT
First and Foremost, I would like to thank my Guide Dr. T.M.Rangaswamy, for his warm
encouragement and thoughtful guidance to complete my PhD at Avinashilingam University for
Women, Coimbatore as a full time candidate.
I express my gratitude to honorable Vice Chancellor of Avinashilingam University for Women,
Coimbatore, for giving me an opportunity to carry out the research work.
My sincere thanks to Controller of Examinations, Avinashilingam University for Women,
Coimbatore, for timely suggestions and help extended throughout the research work.
I express my gratitude to Registrar and Director of Research, Avinashilingam University for
Women, Coimbatore, for their support.
I am grateful to the Management of Rashtreeya Sikshana Samithi Trust (RSST), Bangalore for
giving me permission to carry out the research work, and providing logistics, financial support
and study leave to complete the research work.
I would like to express my gratitude to Dr. Satyanarayana B.S, Principal, Prof K.N. RajaRao,
Advisor, and Dr. Satyanarayana.S, Vice Principal, R V College of Engineering for their
encouragement and support to carry out my research work.
I would like to express my deep sense of gratitude to Dr.S.C.Sharma, honorable Vice
Chancellor, Tumkur University, Karnataka, India, for igniting the passion for research.
I would express my gratitude to Dr. N.K Srinath, Professor and Head, Department of
CSE,RVCE and also to my colleagues of the department of Computer science and Industrial
Engineering and Management, R V College of Engineering for extending their support during
my research work.
I sincerely thank Dr. Krishna M, professor; R&D Department, RVCE and Dr. Ramakanth Kumar
P, Professor, Dept of Information Science, R V College of Engineering for their continuous
evaluation and review of thesis with respect to grammatical and technical corrections helped me
in timely completion of my work.
3
My special thanks Dr. Rajashree shettar, Professor, Computer Science Department, Prof.
Manjunath A.E, Assistant professor, CSE Department, Prof. Anjan K, Assistant professor, Mr.
Sathyanarayana, Psychiatry counselor, R&D department R. V. College of Engineering and Mrs.
Vedavathy Instructor, CSE department for their unconditional support in providing cognitive
inputs like brain mapping, human psychology during my research work in designing and typing
my thesis with a quality focus.
I dedicate this thesis to my beloved parents ,Sri. V.S .Hegde, Smt. Parvati Hegde, and Dr.
Aparna Hamsa. A special thanks to Mr. Narayanappa A.P and other family members for their
unconditional support and encouragement to pursue my interests.
I would like to thank all the people who have helped me directly or indirectly in carrying out my
research work and preparation of the thesis.
(Vinay Hegde)
4
LIST OF PUBLICATIONS
Papers Published in International and National Journals:
1. Vinay Hegde , Dr.T.M.Rangaswamy published a paper on “Efficient word sense
Disambiguation with context based searching” International Journal of Advanced
Engineering Technology. E-ISSN 0976-3945 Volume II ,Issue I January-March (2011),
pp. 43-46
2. Vinay Hegde, Dr.T.M.Rangaswamy published a paper on “Putting Corpus into dictionary
(WSD Approach) ”at International Conference / Journal on Computer Applications
[ICCA-2010],during 24th to 27th December 2010, held at Pondicherry,India.pp.303-306 .
Same is published in the journal doi:10.3850/978-981-08-7304-2_1445.