Construction of Word Dictionary for Bangla Vowel Ended Roots and Its Verbal Inflexions in UNL Based Machine Translation Scheme
Journal Title: Transactions on Machine Learning and Artificial Intelligence - Year 2017, Vol 5, Issue 1
Abstract
This paper focuses on the development of word dictionary of Bangla vowel ended roots and their verbal inflexions for an interlingua representation called Universal Networking Language (UNL) processors. A considerable amount of work has been done on the development of Bangla morphological analysis on verbs, nouns, prefixes and suffixes for machine translation. As far as the researchers are aware, no attempts, however, have been made to integrate the previous developments on Bangla vowel ended roots and their inflexions to a concrete computational output. This paper attempts to bridge the gap on Bangla vowel ended roots and inflexions in the framework of UNL system aiming to produce a Bangla word dictionary for UNL. The paper analyzes the Bangla vowel ended roots and verbal inflexions and develops their formats in the UNL structure. Dictionary entries of all vowel ended roots and their inflexions are developed in order to generate associated verbs for sentences. Following semantic rules these verbs can be used to convert Bangla native language sentences into UNL expressions, which are then converted into required native languages using the language specific generation rules. Conversion of a Bangla language sentence into UNL expression has also been shown in this paper.
Authors and Affiliations
Md. Nawab Yousuf Ali, Md. Shamsujjoha, Golam Sorwar, Shamim H Ripon
Keywords
Related Articles
- EP ID EP277045
- DOI 10.14738/tmlai.51.2479
- Views 76
- Downloads 0
A Novel Approach to Compute Confusion Matrix for Classification of n-Class Attributes with Feature Selection
Confusion matrix is a useful tool to measure the performance of classifiers in their ability to classify multi-classed objects. Computation of classification accuracy for 2-classed attributes using confusion matrix is ra...
Twitter Sports: Real Time Detection of Key Events from Sports Tweets
tweets about them. Event detection in Twitter is the process of detecting an event which is an occurrence causing change in the volume of tweets that discuss the associated topic at a specific time and a location by Twit...
Artificial Human Optimization – An Introduction
The goal of this article is : 1) To popularize "Artificial Human Optimization" field 2) To show opportunities that exist in "Artificial Human Optimization" field. 3) To Design an optimization method based on Artificial H...
Using Artificial Intelligence to Predict Animal Behaviour in Food Webs
Overfishing of species in the marine life has caused oceans to become deserts at a fast pace. The population of specific species such as Cod and Haddock has reduced over the years. This has affected countries that hugely...
Research on Linear Fractional Town Traffic Flow Model Tactic
Traffic flow is a worldwide problem. It has many influencing factors and it is the complex system. Fractional calculus is a powerful tool for dealing with complex systems. Fractional calculus is a direct way of extending...