Stemming resource-poor Indian languages

2014 ◽  
Vol 13 (3) ◽  
pp. 1-26 ◽  
Author(s):  
Navanath Saharia ◽  
Utpal Sharma ◽  
Jugal Kalita

Sentiment Analysis plays vital role in decision making. For English language intensive research work is done in this area. Very less work is reported in this domain for Indian languages compared to English language. Gujarati language is almost unexplored for this task. More data in form of movie reviews, product reviews, social media posts etc are available in regional languages as people like to use their native language on Internet which leads to need of mining these data in order to understand their opinion. Various tools and resources are developed for English language and few for Indian languages. Gujarati is resource poor language for this task. Motive of this paper is to develop sentiment lexical resource for Gujarati language which can be used for sentiment analysis of Gujarati text. Hindi SentiWordNet (H-SWN) [1] and synonym relations of words from IndoWordnet (IWN) [2] [3] are used for developing Gujarati SentiWordNet. Our contribution is twofold. (1) Gujarati SentiWordNet (G-SWN) is developed. (2) Gujarati corpus is prepared in order to evaluate lexical resource created. Evaluation result shows the usefulness of generated resource


Author(s):  
Prabhat Pandey ◽  
Praful Hebbar ◽  
Prashant Borole ◽  
Sandeep Satpal ◽  
Raveesh Motlani ◽  
...  

JMS SKIMS ◽  
2020 ◽  
Vol 23 (1) ◽  
pp. 3-15
Author(s):  
Saleem Kamili ◽  
Hisham Qadri

Hepatitis C, caused by hepatitis C virus (HCV) was originally described as parenterally transmitted non-A non-B hepatitis. Since its discovery in 1989, the field of HCV research has become a shining example of successful translation of basic research wherein in a short of span of just 30 years the virus was discovered, highly sensitive and specific diagnostic assays were developed, epidemiology and clinical characteristics of the disease were well defined and now with the availability of highly efficacious antiviral therapies many countries are already on their way to achieving World Health Organization’s (WHO) elimination targets of hepatitis C by 2030.  However, much work needs to be done to eliminate hepatitis C especially in resource poor countries. Most recent data show an estimated 71 million people are currently infected with HCV worldwide and approximately 400,000 people die each year from causes related to HCV. Of these estimates, more than 13 million HCV infected persons are in India and Pakistan (Figure 1). Despite the availability of a cure for hepatitis C, only 20% of those infected patients have been diagnosed (1). In order to achieve the WHO targets of hepatitis C elimination, concerted efforts will have to made to make affordable and reliable diagnostics available worldwide.


Diabetes ◽  
2018 ◽  
Vol 67 (Supplement 1) ◽  
pp. 2371-PUB
Author(s):  
KEVIN A. CABRERA ◽  
ARIF PENDI ◽  
NASSIM LASHKARI ◽  
ERIC EL-TOBGY ◽  
BEN B. LABROT

Author(s):  
Ramandeep Kaur ◽  
◽  
Lakhvir Singh Garcha ◽  
Mohita Garag ◽  
Satinderpal Singh ◽  
...  

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