TIIS (한국인터넷정보학회)
Current Result Document : 70 / 71
| 한글제목(Korean Title) |
An Artificial Intelligence Approach for Word Semantic Similarity Measure of Hindi Language |
| 영문제목(English Title) |
An Artificial Intelligence Approach for Word Semantic Similarity Measure of Hindi Language |
| 저자(Author) |
Fangfang Gu
Keshen Jiang
Fangdong Cao
Farah Younas
Jumana Nadir
Muhammad Usman
Muhammad Attique Khan
Sajid Ali Khan
Seifedine Kadry
Yunyoung Nam
|
| 원문수록처(Citation) |
VOL 15 NO. 06 PP. 2049 ~ 2068 (2021. 06) |
한글내용
(Korean Abstract) |
|
영문내용
(English Abstract) |
AI combined with NLP techniques has promoted the use of Virtual Assistants and have made people rely on them for many diverse uses. Conversational Agents are the most promising technique that assists computer users through their operation. An important challenge in developing Conversational Agents globally is transferring the groundbreaking expertise obtained in English to other languages. AI is making it possible to transfer this learning. There is a dire need to develop systems that understand secular languages. One such difficult language is Hindi, which is the fourth most spoken language in the world. Semantic similarity is an important part of Natural Language Processing, which involves applications such as ontology learning and information extraction, for developing conversational agents. Most of the research is concentrated on English and other European languages. This paper presents a Corpus-based word semantic similarity measure for Hindi. An experiment involving the translation of the English benchmark dataset to Hindi is performed, investigating the incorporation of the corpus, with human and machine similarity ratings. A significant correlation to the human intuition and the algorithm ratings has been calculated for analyzing the accuracy of the proposed similarity measures. The method can be adapted in various applications of word semantic similarity or module for any other language. |
| 키워드(Keyword) |
Haze Pollution
Machine Learning
Tourism Flows
Spatial Effect
Regional Heterogeneity
Artificial intelligence
word similarity
semantic nets
natural language processing
corpus
synonymy
|
| 파일첨부 |
PDF 다운로드
|
