LANGUAGE IN INDIA

Thought Boundary Detection in English Text
through the 'Law of Conservation of thought'
for Word Sense Disambiguation

Rudranarayan Mohapatra, M.A., M.Phil, Ph.D.
Lipi Hembram, M.A., M.Phil., Ph.D.

Abstract

Word sense disambiguation is a state of art solution attempts to determine the sense of a word from contextual features in a running text. Major barriers to building a high-performing word sense disambiguation system include the difficulty of labeling data for this task and of predicting fine-grained sense distinctions. In this paper, we address a different formulation of the word-sense disambiguation task and an analysis is being done about understanding of language. Rather than considering this task on its own. The present research based upon the analysis can be named as 'The law of conservation of thought'. Through this an atomic structure of thought, its conservation and transformation as well as the thought boundary detection process for disambiguation of the words in the text are analyzed.

Key Words: Thought Direction, Mood, Goal, Communicant, Communicator, Thought of Communicant (CT), Receiver Thought (RT), Actor, Actress, and Reactor.

1. Introduction

The problem of understanding the sense of a text and distinguishing between multiple possible senses of word is an important task in any higher order NLP system. However, despite its conceptual simplicity and its obvious formulation as a standard classification problem, achieving the high level accuracy in this field an illusive goal. With the standard process, the disambiguation task is being specified by an ontology defining the sense of ambiguous word. But this process at all cases not able to distinguish the sense as its sense some cases are very similar and hard to distinguish.

Here is a specification that the root cause is not at sense but at 'thought'. Every mode of expression including languages is started from 'thought'. How much the thinking process is robust, the mode of communication is become robust. The uniqueness of thought and its constant possession inspired the communicant to receiver about an effective transformation of thought by any means including language.

2. Thought and its atomic Components

Thought is nothing but the representation of knowledge. "All things would be visibly connected if one could discover at a single glance and in its totality the tracings of an Ariadne's thread leading thought into its own labyrinth" (See item 1 in reference).

Every thought it may express or not having four primary internal components. These are (I) Goal (II) Mood or stage of concuss (III) Thought Direction (positive or negative) In every point, even if before the expression of thought by communicant there is a goal being fixed as a goal has the character of an intention. At the time of communication a desire of expression can be considered as the initial goal for germination of thought which can be said as the power house of the thought which receives the central keys. A mood is being created to activate that goal. If the mood not becomes effective or tends to relative less by the effective of communicator or any other things then the thought is not goes in effective direction. Again every thought has two directions i.e. Positive or constructive and Negative or destructive. With the interference of environment factor an inborn negative components o thought again headed toward neutral or positive directions. In every point of expression these components are trying to be changed in above described factors of Communicator.

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