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Dynamic Sentiment Analysis for Measuring Media Bias ...
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Abstract:
Die Sentiment Analyse von Texten im Bereich der sozialen Medien und Nachrichten ist aktuell Gegenstand umfangreicher Forschung. Es ist ein weitbekanntes Problem, Maschinen zu lehren, wie die Stimmung von Texten, wie z.B. Nachrichten, automatisiert ausgewertet werden kann. Diese Masterarbeit hat das Ziel, dieses Konzept, im Bereich von Personen des öffentlichen Interesses, zu untersuchen. Im Speziellen werden Politiker_innen mit dem Fokus auf Wien betrachtet. Ein besonderes Interesse liegt außerdem auf dem Verlauf über die Zeit und die verschiedenen Medien. Sentiment Analyse wurde im Bereich der sozialen Medien und Nachrichten bereist umfangreich erforscht, nichtsdestotrotz sind aktuell noch viele Probleme ungelöst. Dies ist insbesondere der Fall für den Bereich der Nachrichten, welche wesentlich schlechter erforscht sind, als soziale Medien wie z.B. Twitter. Die Durchführung von Stimmunganalyse ist weiters stark sprachabhängig, wobei hier auch insbesondere das österreichische Deutsch einen Unterschied zu der ... : Analyzing the sentiments of texts in the field of social news and news media is a big area of interest for many researchers around the world. It is a well-known problem to “teach” machines to understand the sentiments of texts e.g. news media. This master thesis aims to unveil the sentiments towards persons of public interests, who are often presented in emotionally charged contexts, for different media and over time with a focus on Vienna. Although sentiment analysis has been widely applied for analysing news and social media content, there are still many challenges unsolved. This is particularly true for the area of news media as it is not as well researched in this context as the area of social media (e.g., Twitter). Sentiment analysis is strongly language dependent. Sentiment analysis of German texts, however, hardly considers the specifics of Austrian German. To tackle these research gaps, this research performs a supervised machine learning (SML) analysis for analyzing the sentiment towards politicians ...
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Keyword:
austrian german; crowd sourcing; machine learning; news media; sentiment analysis; sentiment lexicon
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URL: https://dx.doi.org/10.34726/hss.2022.73300 https://repositum.tuwien.at/handle/20.500.12708/19920
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102 |
Language learning through interaction: Online and in the classroom
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In: The Coastal Review: An Online Peer-reviewed Journal (2022)
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Supplementary material for: "Word order constraints on event-internal modifiers" ...
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Supplementary material for: "Word order constraints on event-internal modifiers" ...
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107 |
Niemieckie zaniechania ; The German minority leadership's resignations from securing this monority's cultural and linguistic rights in postcommunist Poland
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108 |
Niemieckie zaniechania : dyskusyjo ; The German minority leadership's resignations from securing this monority's cultural and linguistic rights in postcommunist Polanda discussion
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109 |
Gegen die Öffentlichkeit: Alternative Nachrichtenmedien im deutschsprachigen Raum
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Schwaiger, Lisa. - : transcript Verlag, 2022. : DEU, 2022. : Bielefeld, 2022
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In: 46 ; Digitale Gesellschaft ; 327 (2022)
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110 |
Generating Samples of Diasporic Minority Populations: A Chilean Example
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In: Targeting International Audiences: Current and Future Approaches to International Broadcasting Research ; 3 ; CIBAR Proceedings ; 138-149 ; Conference of International Broadcasters' Audience Research Services (CIBAR) ; XX (2022)
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111 |
Course Progress in the General Integration Course
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In: 7-2021 ; BAMF-Brief Analysis ; 13 (2022)
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112 |
University Applicants from Refugee Backgrounds and the Intention to Drop Out from Pre‐Study Programs: A Mixed‐Methods Study
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In: Social Inclusion ; 9 ; 3 ; 130-141 ; Inclusive Universities in a Globalized World (2022)
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113 |
Impact of factors specific to forced migration on German language acquisition: Family constellation, health status and housing situation
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In: 4-2020 ; BAMF-Brief Analysis ; 13 (2022)
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114 |
The third wave of the IAB-BAMF-SOEP Survey of Refugees: Refugees are improving their German language skills and continue to feel welcome in Germany
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In: 1-2020 ; BAMF-Brief Analysis ; 18 (2022)
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115 |
Yiddish, or Jewish German? : the Holocaust, the Goethe-Institut and Germany’s neglected obligation to peace and the common cultural heritage
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116 |
Domande retoriche nel Bundestag. Un'analisi prosodica
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Damiazzi, Vincenzo (orcid:0000-0003-1806-1437). - : Peter Lang, 2022. : country:DEU, 2022. : place:Berlin, 2022
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117 |
Early Modern German Shakespeare : "Titus Andronicus" and "The Taming of the Shrew" : "Tito Andronico" and "Kunst über alle Künste, ein bös Weib gut zu machen" in Translation
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118 |
Lexical Frequency and Frequency of Co-Occurrence Predict the Use of Embedded-Language Islands in Bilingual Speech : Adjective-Modified Nominal Constituents in Russian-German Code-Mixing
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119 |
Las estructuras de dativo simpatético en lengua alemana: ¿dativo, o también ‘acusativo simpatético’? ; Structures of the sympathetic dative in german: dative or also “sympathetic accusative”?
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In: Pragmalingüística, (29), 245-261 (2022)
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120 |
Phonetic accommodation of human interlocutors in the context of human-computer interaction
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Gessinger, Iona. - : Saarländische Universitäts- und Landesbibliothek, 2022
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