Comparison of Sentiment Analysis Approaches Using Modern Arabic and Sudanese Dialect

Author(s):  
Intisar O. Hussien ◽  
Kia Dashtipour ◽  
Amir Hussain
Author(s):  
Agung Eddy Suryo Saputro ◽  
Khairil Anwar Notodiputro ◽  
Indahwati A

In 2018, Indonesia implemented a Governor's Election which included 17 provinces. For several months before the Election, news and opinions regarding the Governor's Election were often trending topics on Twitter. This study aims to describe the results of sentiment mining and determine the best method for predicting sentiment classes. Sentiment mining is based on Lexicon. While the methods used for sentiment analysis are Naive Bayes and C5.0. The results showed that the percentage of positive sentiment in 17 provinces was greater than the negative and neutral sentiments. In addition, method C5.0 produces a better prediction than Naive Bayes.


Corpora ◽  
2019 ◽  
Vol 14 (3) ◽  
pp. 327-349
Author(s):  
Craig Frayne

This study uses the two largest available American English language corpora, Google Books and the Corpus of Historical American English (coha), to investigate relations between ecology and language. The paper introduces ecolinguistics as a promising theme for corpus research. While some previous ecolinguistic research has used corpus approaches, there is a case to be made for quantitative methods that draw on larger datasets. Building on other corpus studies that have made connections between language use and environmental change, this paper investigates whether linguistic references to other species have changed in the past two centuries and, if so, how. The methodology consists of two main parts: an examination of the frequency of common names of species followed by aspect-level sentiment analysis of concordance lines. Results point to both opportunities and challenges associated with applying corpus methods to ecolinguistc research.


This book is devoted to the life and academic legacy of Mustafa Badawi who transformed the study of modern Arabic literature in the second half of the twentieth century. Prior to the 1960s the study of Arabic literature, both classical and modern, had barely been emancipated from the academic approaches of orientalism. The appointment of Badawi as Oxford University's first lecturer in modern Arabic literature changed the face of this subject as Badawi showed, through his teaching and research, that Arabic literature was making vibrant contributions to global culture and thought. Part biography, part collection of critical essays, this book celebrates Badawi's immense contribution to the field and explores his role as a public intellectual in the Arab world and the west.


Sign in / Sign up

Export Citation Format

Share Document