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Hits 1 – 20 of 57
1
How We Failed in Context: A Text-Mining Approach to Understanding Hotel Service Failures
Shuyue Huang; Lena Jingen Liang; Hwansuk Chris Choi
In: Sustainability; Volume 14; Issue 5; Pages: 2675 (2022)
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2
Tracing the Legitimacy of Artificial Intelligence – A Media Analysis, 1980-2020
Korneeva, Ekaterina
;
Salge, Torsten Oliver
. - 2022
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3
Dynamics of prescriptivism and lexical borrowings in Contemporary French
Zsombok, Gyula
. - 2022
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4
Comparison of Machine Learning and Sentiment Analysis in Detection of Suspicious Online Reviewers on Different Type of Data
Kristina Machova; Marian Mach; Matej Vasilko
In: Sensors; Volume 22; Issue 1; Pages: 155 (2021)
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5
A Survey on Sentiment Analysis and Opinion Mining in Greek Social Media
Georgios Alexandridis
;
Iraklis Varlamis
;
Konstantinos Korovesis
...
In: Information ; Volume 12 ; Issue 8 (2021)
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6
This! Identifying new sentiment slang through orthographic pleonasm online: Yasss slay gorg queen ilysm
Thelwall, Mike
In: 36 ; 4 ; 114 ; 120 (2021)
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7
An Enhanced Corpus for Arabic Newspapers Comments
Rahab, Hichem
;
Zitouni, Abdelhafid
;
Djoudi, Mahieddine
In: ISSN: 1683-3198 ; International Arab Journal of Information Technology ; https://hal.archives-ouvertes.fr/hal-03124728 ; International Arab Journal of Information Technology, Colleges of Computing and Information Society (CCIS), 2020, 17 (5), pp.789-798. ⟨10.34028/iajit/17/5/12⟩ (2020)
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8
Innovative Approaches in Sports Science—Lexicon-Based Sentiment Analysis as a Tool to Analyze Sports-Related Twitter Communication
Wunderlich
;
Memmert
In: Applied Sciences ; Volume 10 ; Issue 2 (2020)
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9
Portuguese Comparative Sentences: A Collection of Labeled Sentences on Twitter and Buscapé ...
Kansaon, Daniel
;
Brandão, Michele A.
;
Reis, Julio C. S.
. - : Zenodo, 2020
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10
Portuguese Comparative Sentences: A Collection of Labeled Sentences on Twitter and Buscapé ...
Kansaon, Daniel
;
Brandão, Michele A.
;
Reis, Julio C. S.
. - : Zenodo, 2020
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11
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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12
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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13
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
Abstract:
Social media has recently become a rich resource in mining user sentiments. In this paper, Twitter has been chosen as a platform for opinion mining in trading strategy with Mubasher products, which is a leading stock analysis software provider in the Gulf region. This experiment proposes a model for sentiment analysis of Saudi Arabic (standard and Arabian Gulf dialect) tweets to extract feedback from Mubasher products. A hybrid of natural language processing and machine learning approaches on building models are used to classify tweets according to their sentiment polarity into one of the classes positive, negative and neutral. Firstly, document's Pre-processing are explored on the dataset. Secondly, Naive Bayes and Support Vector Machines (SVMs) are applied with different feature selection schemes like TF-IDF (Term Frequency-Inverse Document Frequency) and BTO (Binary-Term Occurrence). Thirdly, the proposed model for sentiment analysis is expanded to obtain the results for N-Grams term of tokens. Finally, human has labelled the data and this may involve some mistakes in the labelling process. At this moment, neutral class with generalisation of our classification will take results to different classification accuracy.
Keyword:
Arabic
;
data mining
;
Mubasher
;
pre-processing
;
Saudi Arabia
;
sentiment analysis
;
text mining
;
Twitter
URL:
https://doi.org/10.1109/ICCSII.2016.7462396
http://hdl.handle.net/10547/623853
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14
Visualising Arabic sentiments and association rules in financial text
AL-Rubaiee, Hamed Saad
;
Qiu, Renxi
;
Li, Dayou
. - : SAI, 2020
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15
Comparing Supervised Machine Learning Strategies and Linguistic Features to Search for Very Negative Opinions
Sattam Almatarneh
;
Pablo Gamallo
In: Information ; Volume 10 ; Issue 1 (2019)
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16
Fake News and Propaganda: Trump’s Democratic America and Hitler’s National Socialist (Nazi) Germany
David E. Allen
;
Michael McAleer
In: Sustainability ; Volume 11 ; Issue 19 (2019)
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17
Text mining with word embedding for outlier and sentiment analysis
Zhuang, Honglei
. - 2019
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18
Cross-Cultural Examination on Content Bias and Helpfulness of Online Reviews: Sentiment Balance at the Aspect Level for a Subjective Good
Nakayama, Makoto
;
Wan, Yun
. - 2019
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19
Análisis de sentimientos en sistemas de ticketing IT - TFM
Navajas Briones, Jesús
. - : Universitat Oberta de Catalunya (UOC), 2019
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20
Analyzing Public Outlook towards Vaccination using Twitter
Mahajan, Rutuja
;
Romine, William
;
Miller, Michele
...
In: Computer Science and Engineering Faculty Publications (2019)
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