Daw Thein

Nanyang Technological University, Shcool of EEE, Alumna

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Parsing of Myanmar Sentences With Function Tagging

by Daw Thein, Tin Htwe, and International Journal on Natural Language Computing (IJNLC)

This paper describes the use of Naive Bayes to address the task of assigning function tags and co... more This paper describes the use of Naive Bayes to address the task of assigning function tags and context free grammar(CFG) to parse Myanmar sentences.Part of the challenge of statistical function tagging for Myanmar sentences comes from the fact that Myanmar has free -phrase-order and a complex morphological system.Function tagging is a pre-processing step for parsing. In the task of function tagging,we use the functional annotated corpus and tag Myanmar sentences with correct segmentation,POS (part-of-speech) tagging and chunking information.We propose Myanmar grammar rules and apply context free grammar (CFG) to find out the parse tree of function tagged Myanmar sentences. Experiments show that our analysis achieves a good result with parsing of simple sentences and three types of complex sentences.

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A Comparison of Big Data Analytics Approaches Based on Hadoop MapReduce

by Daw Thein and Kyar Nyo Aye

The 11th International Conference on Computer Applications (ICCA, 2013), Yangon, Myanmar, Feb 26, 2013

Data continue a massive expansion in scale, diversity, and complexity. Data underpin activities i... more Data continue a massive expansion in scale, diversity, and complexity. Data underpin activities in all sectors of society. Achieving the full transformative potential from the use of data in this increasingly digital world requires not only new data analysis algorithms but also a new generation of systems and distributed computing environments to handle the dramatic growth in the volume of data, the lack of structure for much of it and the increasing computational needs of massive-scale analytics. In this paper, we propose big data platform that is built upon open source and built on Hadoop MapReduce, Gluster File System, Apache Pig, Apache Hive and Jaql and compare our platform with other two big data platforms – IBM big data platform and Splunk. Our big data platform can support large scale data analysis efficiently and effectively.

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Parsing of Myanmar Sentences With Function Tagging

by Daw Thein, Tin Htwe, and International Journal on Natural Language Computing (IJNLC)

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A Comparison of Big Data Analytics Approaches Based on Hadoop MapReduce

by Daw Thein and Kyar Nyo Aye

The 11th International Conference on Computer Applications (ICCA, 2013), Yangon, Myanmar, Feb 26, 2013

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