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Passarotti, Marco (10)
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Hits 81 – 100 of 103
81
Odi et Amo. Creating, Evaluating and Extending Sentiment Lexicons for Latin
Sprugnoli, Rachele
(orcid:0000-0001-6861-5595);
Passarotti, Marco
(orcid:0000-0002-9806-7187);
Corbetta, Daniela
. - : European Language Resources Association (ELRA), 2020. : country:FRA, 2020. : place:Paris, 2020
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82
MultiEmotions-it: A new dataset for opinion polarity and emotion analysis for Italian
Sprugnoli, R.
(orcid:0000-0001-6861-5595). - : Accademia University Press, 2020. : country:ITA, 2020. : place:Torino, 2020
BASE
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83
Techniques for improving the labelling process of sentiment analysis in the Saudi stock market
AL-Rubaiee, Hamed Saad
;
Qiu, Renxi
;
Alomar, Khalid
. - : Science and Information Organization, 2020
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84
Analysis of the relationship between Saudi twitter posts and the Saudi stock market
AL-Rubaiee, Hamed Saad
;
Qiu, Renxi
;
Li, Dayou
. - : Institute of Electrical and Electronics Engineers Inc., 2020
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85
Identifying Mubasher software products through sentiment analysis of Arabic tweets
AL-Rubaiee, Hamed Saad
;
Qiu, Renxi
;
Li, Dayou
. - : Institute of Electrical and Electronics Engineers Inc., 2020
BASE
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86
Visualising Arabic sentiments and association rules in financial text
AL-Rubaiee, Hamed Saad
;
Qiu, Renxi
;
Li, Dayou
. - : SAI, 2020
BASE
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87
Using Multi-granular Fuzzy Linguistic Modelling Methods to Represent Social Networks Related Information in an Organized Way
Morente Molinera, Juan Antonio
;
Cabrerizo, F.J.
;
Alonso, S.
. - : Universitatea Agora, 2020
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88
Arabic-English Google Translation Evaluation and Arabic Sentiment Analysis
Aizouky, Zeina
. - : University of Alberta. Digital Humanities., 2020
Abstract:
Degree: Master of Arts ; Abstract: Machine translation is one of the most important tasks in the automatic processing of the natural languages, but its systems are still very far from achieving any performance close to ideal human translation due to many obstacles and difficulties. For example, grammatical rules between different languages are different, also, some words in the source language may not have an equivalent translation in the target language and this will lead to accurate translation results. Also, sentiment analysis is another application of Natural Language Processing (NLP) which is the process of identifying the feelings or sentiments held in a piece of text and classifying them into positive, negative, or neutral. This study sets out to examine the efficiency and accuracy of Google Translate’s translation between the Arabic and English languages and to evaluate the qualification of sentiment analysis when we apply it to Arabic texts. My study will also examine how old texts and texts written in dialects of Arabic affect both sentiment analysis and Google Translate’s performance. So, I used Arabic songs’ lyrics which differ between each other in terms of precedence and formality where they can be old or new, and formal or informal. To evaluate the results of Google Translate in this thesis, a lexical and grammatical analysis was used and the retrieval rate of words, sentences, and meanings of the text in the source language was calculated. In this thesis, I proposed a new approach to sentiment analysis which I conducted over five Arabic songs’ lyrics. Some of the lyrics are written in informal colloquial Arabic and some in Modern Standard Arabic (MSA). I performed sentiment analysis on those lyrics to evaluate the efficiency of the Google translation by comparing the results of the sentiment analysis of Arabic lyrics and the translated versions of those lyrics. The results of the evaluation of Google Translate showed that Google Translate has failed to achieve adequate translation, especially in old complex informal and unstructured Arabic texts. In addition, the results of applying sentiment analysis to Arabic texts showed that old and informal texts lower the performance of sentiment analysis. Also, applying English sentiment analysis to the translated version gave different results than applying Arabic opinion mining to the Arabic original version. Furthermore, Google Translate lowered the accuracy of the English sentiment analysis compared to the results I got when I applied the English sentiment analysis to my suggested translation of the lyrics.
Keyword:
Arabic Sentiment Analysis
;
Arabic-English Translation
;
Google Translation
URL:
https://era.library.ualberta.ca/items/55622b1e-bed3-4260-ad86-042408dff84d
https://doi.org/10.7939/r3-mbh7-0x08
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89
English Studies and Literary Education in the Era of Media Manipulation: Context, Perceptions, Feelings and Challenges
Caballero Aceituno, Yolanda
;
Orrequia-Barea, Aroa
. - : Universidad de Alicante. Departamento de Filología Inglesa, 2020
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90
Predicting Students’ College Drop Out and Departure Decisions by Analyzing their Campus-Based Social Network Text Messages
Allen, Rebecca
;
Nakonechnyi, Alex
;
Seidmann, Abraham
. - 2020
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91
A Study on the Contributions of Domain-Specific Semantics Towards Aspect-Based Sentiment Analysis
Mokadam, Aashay
In: Master's Theses (2020)
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92
Sentiment Analysis of Textual Content in Social Networks. From Hand-Crafted to Deep Learning-Based Models
Jabreel, Mohammed Hamood Abdullah
. - : Universitat Rovira i Virgili, 2020
In: TDX (Tesis Doctorals en Xarxa) (2020)
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93
Towards Arabic textual and multi-modal sentiment analysis
Alqarafi, Abdulrahman
. - : University of Stirling, 2020
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94
This video is sponsored : text and sentiment analysis of YouTube health-related vlog comments and brand endorsement effectiveness
Yang, Zihan, M.A.
. - 2020
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95
Sentiment Lexicon Induction and Interpretable Multiple-instance Learning in Financial Markets
Fu, Chengyao
. - : University of Waterloo, 2020
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96
Exploring Explicit and Implicit Feature Spaces in Natural Language Processing Using Self-Enrichment and Vector Space Analysis
Sippola, Vincent
In: Electronic Thesis and Dissertation Repository (2020)
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97
Towards Subjective Multimedia Summarization Framework for Sporting Event in the Context of Digital Twins
Aloufi, Samah Bader
. - : Université d'Ottawa / University of Ottawa, 2020
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98
Domain specific lexicon generation through sentiment analysis
Shaukat, Kamran
;
Hameed, Ibrahim A.
;
Luo, Suhuai
. - : International Association of Online Engineering (IAOE), 2020
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99
Using Keystroke Dynamics in a Multi-Agent System for User Guiding in Online Social Networks
Aguado-Sarrió, Guillem
;
Julian Inglada, Vicente Javier
;
García-Fornes, A
. - : MDPI AG, 2020
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100
A Twitter Political Corpus of the 2019 10N Spanish Election
Rosso, Paolo
;
Ponzetto, Simone Paolo
;
Sánchez-Junquera, Javier
. - : Springer, 2020
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