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Struggle Gives Birth to Solidarity: The Lived Experiences of Trans Spectrum College Students in Red States Since the 2016 U.S. Presidential Election
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Déterminants internes et externes de la performance à l'exportation : analyse conceptuelle ...
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Déterminants internes et externes de la performance à l'exportation : analyse conceptuelle ...
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A New Ontology-Based Method for Arabic Sentiment Analysis
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In: Big Data and Cognitive Computing; Volume 6; Issue 2; Pages: 48 (2022)
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Abstract:
Arabic sentiment analysis is a process that aims to extract the subjective opinions of different users about different subjects since these opinions and sentiments are used to recognize their perspectives and judgments in a particular domain. Few research studies addressed semantic-oriented approaches for Arabic sentiment analysis based on domain ontologies and features’ importance. In this paper, we built a semantic orientation approach for calculating overall polarity from the Arabic subjective texts based on built domain ontology and the available sentiment lexicon. We used the ontology concepts to extract and weight the semantic domain features by considering their levels in the ontology tree and their frequencies in the dataset to compute the overall polarity of a given textual review based on the importance of each domain feature. For evaluation, an Arabic dataset from the hotels’ domain was selected to build the domain ontology and to test the proposed approach. The overall accuracy and f-measure reach 79.20% and 78.75%, respectively. Results showed that the approach outperformed the other semantic orientation approaches, and it is an appealing approach to be used for Arabic sentiment analysis.
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Keyword:
arabic language; domain features; domain ontology; feature level sentiment analysis; features selection and weighting; semantic orientation; sentiment analysis
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URL: https://doi.org/10.3390/bdcc6020048
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The Big Five Personality Traits and Positive Orientation in Polish Adults with Multiple Sclerosis: The Role of Meaning in Life
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In: International Journal of Environmental Research and Public Health; Volume 19; Issue 9; Pages: 5426 (2022)
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Vocabulary Teaching Practices of L2 English in Upper Secondary Vocational Classrooms
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In: Languages; Volume 7; Issue 1; Pages: 55 (2022)
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Object Coreference in German: The Reflexive sich as a Problem for Derivational Approaches to Binding
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In: Philosophies; Volume 7; Issue 1; Pages: 5 (2022)
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Social dominance orientation and terrorist religious affiliation: predictors of dehumanization and affect toward Muslims
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| 9 |
Family Businesses and Employment Relations: Review and Suggestions for Future Research
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Creating multi-scripts sentiment analysis lexicons for Algerian, Moroccan and Tunisian dialects
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In: 7th International Conference on Data Mining (DTMN 2021) Computer Science Conference Proceedings in Computer Science & Information Technology (CS & IT) ; https://hal.archives-ouvertes.fr/hal-03308111 ; 7th International Conference on Data Mining (DTMN 2021) Computer Science Conference Proceedings in Computer Science & Information Technology (CS & IT), Sep 2021, Copenhagen, Denmark (2021)
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| 11 |
Entre phraséologie et conditionnement contextuel : le cas des constructions pseudo-coordonnées en russe et en grec moderne
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In: ISSN: 0756-7138 ; EISSN: 2804-7397 ; Lexique ; https://halshs.archives-ouvertes.fr/halshs-03519049 ; Lexique, UMR 8163 « Savoirs, Textes, Langage » Université de Lille, 2021, pp.191-209 (2021)
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| 12 |
The many ways of transitivization in Totoli
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In: Valency over Time ; https://halshs.archives-ouvertes.fr/halshs-03448863 ; Valency over Time, De Gruyter, pp.235-264, 2021, ⟨10.1515/9783110755657-008⟩ (2021)
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| 13 |
TEACHING METHODOLOGY OF CONVERSATION AND ITS USAGE IN A FOREIGN LANGUAGE ...
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КУЛЬТУРОВЕДЧЕСКИЙ АСПЕКТ ПРЕПОДАВАНИЯ РУССКОГО ЯЗЫКА В ШКОЛЕ ... : CULTURAL STUDIES ASPECT OF TEACHING RUSSIAN AT SCHOOL ...
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КОРРУПЦИЯ КАК ИНДИКАТОР ДЕГРАДАЦИИ ПРАВОВОЙ КУЛЬТУРЫ ГОСУДАРСТВЕННОГО АППАРАТА ... : Corruption as an indicator of the degradation of the legal culture of the state apparatus ...
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ПРОФЕССИОНАЛЬНЫЙ КОМПОНЕНТ ИНОЯЗЫЧНОЙ ПОДГОТОВКИ В ВУЗЕ ... : PROFESSIONAL COMPONENT OF FOREIGN LANGUAGE TRAINING AT A UNIVERSITY ...
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КУЛЬТУРОЛОГИЧЕСКИЙ АСПЕКТ РОЛИ СТИЛИСТИЧЕСКОГО ПРИЕМА АЛЛЮЗИИ В РЕКЛАМНОМ СЛОГАНЕ ... : CULTURAL ASPECT OF THE ROLE OF ALLUSION IN ADVERTISING SLOGANS ...
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| 19 |
Studie zum Entwicklungsplan Migration und Bildung 2014-2018 (EMiBi). Umsetzung und Optionen für Bildungspolitik und -verwaltung
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In: Bremen : Universität, Fachbereich 12. Arbeitsbereich Interkulturelle Bildung 2021, 34 S. - (AbIB-Arbeitspapier; 1/2021) (2021)
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Studie zum Entwicklungsplan Migration und Bildung 2014-2018 (EMiBi). Umsetzung und Optionen für Bildungspolitik und -verwaltung ...
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