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Sentiment/Subjectivity Analysis Survey for Languages other than English [article]

Mohammed Korayem, Khalifeh Aljadda, David Crandall
2016 arXiv   pre-print
The need for designing systems for other languages is increasing. This paper surveys different ways used for building systems for subjective and sentiment analysis for languages other than English.  ...  Subjective and sentiment analysis have gained considerable attention recently. Most of the resources and systems built so far are done for English.  ...  Conclusion This paper surveyed different methods for building sentiment analysis systems for languages other than English.  ... 
arXiv:1601.00087v3 fatcat:zi4ikkge7ng4tfumhia4ytulwe

Survey on Sentiment Analysis Using Machine Learning

Parth Deshmukh, Adesh Gadge, Aniket Ganbote, Swapnali Garud, Prof. D. S. Kulkarni
2019 Zenodo  
Sentiment Analysis is the mining of opinions, sentiments & subjectivity of the context.  ...  Sentiment Analysis (SA) or Opinion Mining (OM) is the study of people's opinions, monitoring social media & other online resources for customer reviews to understand customer understanding of significant  ...  There are a lot of people who have done research on sentiment analysis, its process & its various techniques. There are some authors who also have worked on the languages other than English.  ... 
doi:10.5281/zenodo.2614704 fatcat:7apwg2j4rbhw5e6v7itf24fdme

A Literature Review on Sentiment Analysis

Vandana C P, Siddharth Indoria, Sharan Gouda, Sinchana Bhaskar
2020 International Journal of Scientific Research in Computer Science Engineering and Information Technology  
This paper is an intend to consolidate the review and perform the literature survey on the sentiment analysis and on opinion mining.  ...  Also there are times when the user can be sad and angry at the same time which is needed to be identified by the analysis.  ...  , english speaking people.  ... 
doi:10.32628/cseit206384 fatcat:wjomguda35etjpqenuww3cazga

Semantic Analysis of Urdu English Tweets Empowered by Machine Learning

Nadia Tabassum, Tahir Alyas, Muhammad Hamid, Muhammad Saleem, Saadia Malik, Zain Ali, Umer Farooq
2021 Intelligent Automation and Soft Computing  
subjectivity analysis and calculations of polarity.  ...  In this paper, two strategies for sentiment analysis is proposed for word embedding and a bag of words on Urdu and English tweets.  ...  Funding Statement: The authors received no specific funding for this study. Conflicts of Interest: The authors declare that they have no conflicts of interest to report regarding this study.  ... 
doi:10.32604/iasc.2021.018998 fatcat:fpvtisw3qfdbhjxhy5c3vkwnma


Mikhail Bautin, Charles B. Ward, Akshay Patil, Steven S. Skiena
2010 Proceedings of the 19th international conference on World wide web - WWW '10  
Careful analysis of Web document streams holds enormous potential to solve longstanding problems in a variety of social science disciplines through massive data analysis.  ...  The Lydia Textmap Access system, available through, provides instant access for students and scholars through a convenient web user-interface.  ...  For example, reference volume and sentiment subjectivity correlate with trading volume, reference volume correlates with market capital, and most importantly, sentiment polarity correlates with return  ... 
doi:10.1145/1772690.1772889 dblp:conf/www/BautinWPS10 fatcat:dzkhau7o7rac5jlcwtmtwgvr64

Machine Learning-Based Sentiment Analysis for Twitter Accounts

Ali Hasan, Sana Moin, Ahmad Karim, Shahaboddin Shamshirband
2018 Mathematical and Computational Applications  
sentiment, subjectivity analysis or polarity calculations.  ...  Despite the use of various machine-learning techniques and tools for sentiment analysis during elections, there is a dire need for a state-of-the-art approach.  ...  PT: Pre-processed tweets by eliminating unwanted words like symbols, special characters and other-than-English language words using StopWordRemoval and REGEXP.  ... 
doi:10.3390/mca23010011 fatcat:fdu2d6cshrc7tiwnrpluhnfd44

Stance Detection

Dilek Küçük, Fazli Can
2020 ACM Computing Surveys  
Stance detection is a recent natural language processing topic with diverse application areas, and our survey article on this newly emerging topic will act as a significant resource for interested researchers  ...  Automatic elicitation of semantic information from natural language texts is an important research problem with many practical application areas.  ...  ACKNOWLEDGMENTS The authors would like to thank the anonymous reviewers for their insightful comments.  ... 
doi:10.1145/3369026 fatcat:5fviqvi6o5by7p6pdfrgxub2vi

Analysis of User Perception using Twitter Data

Syeda Sabreen Banu
2019 International Journal for Research in Applied Science and Engineering Technology  
Developing a program for sentiment analysis is an approach to be used to computationally measure customers' perceptions.  ...  While Twitter data is extremely informative, it presents a challenge for analysis because of its humongous and disorganized nature.  ...  The annual multi-lingual opinion analysis task (MOAT) also started in 2006, including standard libraries in three languages, Chinese, English and Japanese.  ... 
doi:10.22214/ijraset.2019.5402 fatcat:2gnrffhunnadlagiz2n2rsq3um

Sentiment Classification of Tweets in Twitter using CNN and Dropouts in RNN

Poornima A., K. Sathya Priya
2020 International Journal of Computer Applications  
Although, the recent Deep learning models have improved the accuracy of the twitter sentiment analysis, there is still more chance for improvement.  ...  Recently, Deep learning has shown great success in the field of sentiment analysis and is considered as the stateof-the-art model.  ...  Apart from English, SA has spread its wing to other natural languages which is significant in a multi linguistic country like India.  ... 
doi:10.5120/ijca2020920681 fatcat:moz5uqczl5hyffvznhnfyeguiu

Sentiment Analysis: An Overview from Linguistics

Maite Taboada
2016 Annual Review of Linguistics  
Sentiment analysis in languages other than English English is, without a doubt, the main object of study in sentiment analysis.  ...  One could translate texts in other languages, and then use an English-based sentiment analysis system.  ... 
doi:10.1146/annurev-linguistics-011415-040518 fatcat:madvbj6owncylecnizot3wzt6y

Sentiment analysis algorithms and applications: A survey

Walaa Medhat, Ahmed Hassan, Hoda Korashy
2014 Ain Shams Engineering Journal  
This survey paper tackles a comprehensive overview of the last update in this field.  ...  Sentiment Analysis (SA) is an ongoing field of research in text mining field. SA is the computational treatment of opinions, sentiments and subjectivity of text.  ...  The last column specifies if any other languages other than English are analyzed in the article.  ... 
doi:10.1016/j.asej.2014.04.011 fatcat:ajcv3q7t4zct3cfeg2iex6lnui

Towards Identifying Author Confidence in Biomedical Articles

Mihaela Onofrei Plămadă, Diana Trandabăț, Daniela Gîfu
2019 Data  
In an era where the volume of medical literature is increasing daily, researchers in the biomedical and clinical areas have joined efforts with language engineers to analyze the large amount of biomedical  ...  Sentiment Analysis The computational treatment of sentiments, subjectivity, and opinions has recently attracted a great deal of attention, in part because of its potential applications.  ...  Sentiment Analysis The computational treatment of sentiments, subjectivity, and opinions has recently attracted a great deal of attention, in part because of its potential applications.  ... 
doi:10.3390/data4010018 fatcat:fw7qxjost5cbrezpethdrdpkcq

A Survey on Sentiment Analysis Algorithms and Techniques For Arabic Textual Data

Lamia Mohamed Ahmed, Gawaher Soliman Hussein, Abdel Nasser Hessin Zaied
2021 Zenodo  
and classification dependent on Arabic language as little number of researches discusses that point relevant to Arabic language.  ...  alternative techniques which are used for ana [...]  ...  The Arabic language is also is one of the most useable language which comes in rank after The English language but it is more difficult, wider and deeper than the English one.  ... 
doi:10.5281/zenodo.4571565 fatcat:qenxxeuwmbdidg55ebedshi6s4

A Survey: Sentimental Analysis on Product Reviews Using (MLT) Machine Learning Techniques and Approaches

2021 International Journal of Advanced Trends in Computer Science and Engineering  
Therefore, the sentimental analysis idea is proposed. This is among the various uses of Natural Language Processing (NLP) and Machine Learning Analysis (MLA) is very common.  ...  Fuzzy based classification finds more accurate and for comparative study execution Classical Text Classifications Model is used.  ...  The article [23] examined the opinion on the Romanian Urdu language because the work is researched in languages other than English very little, so the author loved the Romans Camp using Waikato tags  ... 
doi:10.30534/ijatcse/2021/1091022021 fatcat:uixhjupa3bf5lfvkykjv2v5sla

Sentiment Analysis: A Perspective on its Past, Present and Future

Akshi Kumar, Teeja Mary Sebastian
2012 International Journal of Intelligent Systems and Applications  
Its practical and potential applications are also discussed, followed by the issues and challenges that will keep the field dynamic and lively for years to co me.  ...  The proliferat ion of Web-enabled devices, including desktops, laptops, tablets, and mobile phones, enables people to communicate, participate and collaborate with each other in various Web communit ies  ...  As only 26.8 % of Internet users speak English 1 , the construction of resources and tools for subjectivity and sentiment analysis in languages other than English is a growing need.  ... 
doi:10.5815/ijisa.2012.10.01 fatcat:mau54eke75dxdmrn2mlozvbck4
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