Modified Page Rank Algorithm to Solve Ambiguity of Polysemous Words

Rekha Jain, Sulochana Nathawat, Purohit G.N
2013 International Journal on Cybernetics & Informatics  
Ambiguity in natural language has an effect on Information Retrieval (IR) system in general and web search system in particular. Word sense ambiguity is the reason behind the poor performance of IR system. If the ambiguous words are correctly disambiguated then IR performance can increase. WSD is defined as the task of identifying the sense of word in textual context. Word Sense Disambiguation (WSD) is the central problem of language processing. WSD improves the IR in many ways. Current IR
more » ... m do not use explicit WSD and rely on user typing enough content in the query to only retrieve documents relevant to the intended senses. This paper proposes an algorithm for efficient retrieval of information on the Web according to user's need. Results are more accurate and they are according to user's preference.
doi:10.5121/ijci.2013.2202 fatcat:ol2er4j24rcutp74jqo46iwmm4