Critical perspectives and alternative approaches to visualization in sentiment analysis
No Thumbnail Available
Authors
Author (Corporation)
Publication date
2024
Typ of student thesis
Master
Course of study
Master of Arts FHNW in Digital Communication Environments
Type
11 - Student thesis
Editors
Editor (Corporation)
Parent work
Special issue
DOI of the original publication
Series
Series number
Volume
Issue / Number
Pages / Duration
Patent number
Publisher / Publishing institution
Hochschule für Gestaltung und Kunst Basel FHNW
Place of publication / Event location
Basel
Edition
Version
Programming language
Assignee
Practice partner / Client
Abstract
The subject of my research is the production of visual information in sentiment analysis. Sentiment analysis uses natural language processing to identify and understand the emotional tone and underlying phenomena in textual data, and visualization is often used as an analytical tool in this context. The discourse around visualization and technological advances mainly focuses on processing more data efficiently and the reproducibility of visualizations.
Few studies acknowledge the constructed nature of data, the problematic rhetoric of instrumentalist visualization, the materiality of new technologies, the user's position in digital interfaces, the integration of complexity, and the potential for alternative visualization methods. Therefore, my research aims to critically investigate the production of visual information in the context of sentiment analysis and explore the possibilities of developing alternative visualizations for analytical purposes.
Keywords
Gefühle, Visualisierung, Analyse, Kritik, Technologie
Subject (DDC)
700 - Künste und Unterhaltung
Event
Exhibition start date
Exhibition end date
Conference start date
Conference end date
Date of the last check
ISBN
ISSN
Language
English
Created during FHNW affiliation
Yes
Strategic action fields FHNW
Publication status
Review
Open access category
License
Citation
MERTENAT, Joé, 2024. Critical perspectives and alternative approaches to visualization in sentiment analysis. Basel: Hochschule für Gestaltung und Kunst Basel FHNW. Verfügbar unter: https://irf.fhnw.ch/handle/11654/50369