In Statistical Machine Translation from English to Malayalam, an unseen English sentence is translated into its equivalent Malayalam translation using statistical models like translation model, language model and a decoder. A parallel corpus of English-Malayalam is used in the training phase. Word to word alignments has to be set up among the sentence pairs of the source and target language before subjecting them for training. This paper is deals with the techniques which can be adopted for improving the alignment model of SMT. Incorporating the parts of speech information into the bilingual corpus has eliminated many of the insignificant alignments. Also identifying the name entities and cognates present in the sentence pairs has proved to be advantageous while setting up the alignments. Moreover, reduction of the unwanted alignments has brought in better training results. Experiments conducted on a sample corpus have generated reasonably good Malayalam translations and the results are verified with F measure, BLEU and WER evaluation metrics
Santhosh Kumar, G(Cochin University of Science And Technology, June 23, 2010)
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Page 1. Towards Web 3.0... • Web 1.0 • Web 2.0 • Web 3.0 • Technology hype? • Internet as seen
by our kids? Page 2. Random Trivia: Brazil has more Orkut users than citizens Page 3. The war
is over. Platforms have won. Applications have lost Page 4. Page 5. Blogosphere • The
blogosphere is made up of all blogs and their interconnections Page 6. Social bookmarking Page
7. Page 8. Page 9. Page 10. Page 11. Page 12. Page 13. Page 14. Towards Web 3.0 Page 15.
Page 16. Wolfram Alpha Page 17. Page 18. Page 19. Page 20. Page 21. Page 22
Santhosh Kumar, G; Surendran, Cherukodan; Humayoon Kabir, S(Emerald Group Publishing Limited, July 31, 2011)
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The purpose of this paper is to describe the design and development of a digital library at
Cochin University of Science and Technology (CUSAT), India, using DSpace open source software.
The study covers the structure, contents and usage of CUSAT digital library.
Design/methodology/approach – This paper examines the possibilities of applying open source in
libraries. An evaluative approach is carried out to explore the features of the CUSAT digital library.
The Google Analytics service is employed to measure the amount of use of digital library by users
across the world.
Findings – CUSAT has successfully applied DSpace open source software for building a digital
library. The digital library has had visits from 78 countries, with the major share from India. The
distribution of documents in the digital library is uneven. Past exam question papers share the major
part of the collection. The number of research papers, articles and rare documents is less.
Originality/value – The study is the first of its type that tries to understand digital library design
and development using DSpace open source software in a university environment with a focus on the
analysis of distribution of items and measuring the value by usage statistics employing the Google
Analytics service. The digital library model can be useful for designing similar systems
Description:
The Electronic Library
Vol. 31 No. 2, 2013
pp. 217-225
Santhosh Kumar, G(Cochin University of Science And Technology, June 23, 2010)
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Page 1. Web 2.0 Technologies for Education G. Santhosh Kumar Dept. Of Computer Science
Cochin University Page 2. What is Internet? CUSAT is linked to this Web through 10 Mbps leased
line connectivity Page 3. Size of the Web? GYWA = Sorted on Google, Yahoo!, Windows Live
Search (Msn Search) and Ask YGWA = Sorted on Yahoo!, Google, Windows Live Search (Msn
Search) and Ask www.worldwidewebsize.com Page 4. The Machine is Us/ing Us ■
http://in.youtube.com/watch?v=NLlGopyXT_g&feature=channel Page 5. ..
Santhosh Kumar, G(Cochin University of Science And Technology, June 23, 2010)
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Page 1. Webhosting and Networking G. Santhosh Kumar, Dept. of Computer Science Cochin
University of Science and Technology Page 2. Agenda What is a Network? Elements of a Network
Hardware Software Ethernet Technology World Wide Web Setting up a Network Conclusion Page
3. What is a Network? An interconnected system of things or people Purpose of a Network?
Resource Sharing Communication LANs have become the most popular form of Computer
Networks Page 4. Principle of Locality of Reference Temporal Locality of Reference ...
Santhosh Kumar, G(Cochin University of Science And Technology, May 11, 2011)
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Page 1. The World of Sensor Networks G Santhosh Kumar, CUSAT Kumar, CUSAT Page
2. Are you as quick as Messi or Bale? WSN adidas innovation (source: http://www.wsnblog.
com/) Page 3. Fukushima nuclear disaster • Fukushima Rescue Workers Facing Depression
and Death • How to measure the levels of radiation of the affected zones without compromising
the life of the workers? • Radiation measurements in real-time Page 4. Fukushima nuclear
disaster Page 5. Fukushima nuclear disaster Page 6. Goals .