Conceptualizing big social data

E Olshannikova, T Olsson, J Huhtamäki… - Journal of Big Data, 2017 - Springer
The popularity of social media and computer-mediated communication has resulted in high-
volume and highly semantic data about digital social interactions. This constantly …

The state of the art in sentiment visualization

K Kucher, C Paradis, A Kerren - Computer graphics forum, 2018 - Wiley Online Library
Visualization of sentiments and opinions extracted from or annotated in texts has become a
prominent topic of research over the last decade. From basic pie and bar charts used to …

Sentiment analysis: Automatically detecting valence, emotions, and other affectual states from text

SM Mohammad - Emotion measurement, 2021 - Elsevier
Recent advances in machine learning have led to computer systems that are humanlike in
behavior. Sentiment analysis, the automatic determination of emotions in text, is allowing us …

A survey on emotional visualization and visual analysis

J Wang, T Gui, M Cheng, X Wu, R Ruan, M Du - Journal of Visualization, 2023 - Springer
In the past 10 years, how to visualize human emotions in communication has become an
important topic. For providing personalized customer service for enterprises from self …

An exploration system to effectively analyze the visual metaphor used in sentiment visualization

H Ha, K Moon, H Joung, H Kim… - Information …, 2024 - journals.sagepub.com
In the field of data visualization, there has been a recent trend of using a complex type of
visualization with a multidimensional structure or using several visualizations in parallel …

Sentiment Analysis and Machine Learning for Tourism Feedback Data Analysis: An Overview of Trends, Techniques, and Applications

D Bino, V Dhanalakshmi, PK Udupi - AI Technologies for …, 2025 - igi-global.com
This chapter gives a bird's eye view of the different approaches and techniques for applying
machine learning and sentiment analysis models on tourism review data. The literature …

Task-based evaluation of sentiment visualization techniques

K Kucher, S Bouchama, A Ebert… - … Conference on Information …, 2022 - diva-portal.org
Sentiment visualization is concerned with visual representation of sentiments, emotions,
opinions, and stances typically detected in textual data, for example, charts or diagrams …

Task-based evaluation of sentiment visualization techniques

S Bouchama - 2021 - diva-portal.org
Sentiment visualization techniques are information visualization approaches that focus on
representing the results of sentiment analysis and opinion mining methods. Sentiment …

[PDF][PDF] Natural language processing and information extraction

N Stylianou - 2021 - ikee.lib.auth.gr
This thesis presents original research in the subject of Machine Learning and more
specifically in the fields of Natural Language Processing and Information Extraction. Natural …

Sentiment and Stance Visualization of Textual Data for Social Media

K Kucher - 2019 - diva-portal.org
Social Media, Linnaeus University Dissertations No 347/2019, ISBN: 978-91-88898-47-0
(print), 978-91-88898-48-7 (pdf). Rapid progress in digital technologies has transformed the …