Representing uncertainty through sentiment and stance visualizations

This survey examines 35 papers published between 2016 and 2022, identifying unaddressed sources of friction that contribute to a gap between individual ...

Representing uncertainty through sentiment and stance ... - CoLab

Visual analytics combines automated analysis techniques with interactive visualizations for effective understanding, reasoning, and decision-making on ...

List of references · Marschner · Anderson, A user study of visualization effectiveness using EEG and cognitive load, с. · Alves, Exploring how personality models ...

Joaquim Jorge on LinkedIn: Representing uncertainty through ...

Representing uncertainty through sentiment and stance visualizations: A survey.

16 Visualizing uncertainty - Fundamentals of Data Visualization

Yet this scenario is ubiquitous in data visualization. Nearly every data set we work with has some uncertainty, and whether and how we choose to represent this ...

A Strategy for Uncertainty Visualization Design - DTIC

visual representation of uncertainty is often overlooked in visualizations. ... Uncertainty in position is represented by the number of horizontal blocks ...

Visualizing uncertainty - This view of flow management...

In this age of visual management, Bayesian reasoning, machine learning and other statistical methods, it is increasingly important to ...

In Pursuit of Error: A Survey of Uncertainty Visualization Evaluation

as subjective feelings with no ground truth, aligning with theories that ... Testing popular visual- ization techniques for representing model uncertainty.

Visual analysis of online social media to open up the investigation of ...

Current research on sentiment analysis is beyond the standard positive–negative dichotomy and operates over a wider spectrum of emotions, such as Ekman's six ...

Cross-Target Stance Detection with Sentiments-Aware Hierarchical ...

Moreover, the paper employs ablation studies and visualization techniques to explore the intricate relationship between sentiment and stance.

[PDF] StanceVis Prime: visual analysis of sentiment and stance in ...

... in this topic, the research problem related to detecting and visualizing various stances, such as rudeness or uncertainty, has not been adequately addressed by ...

Characterizing Uncertainty in the Visual Text Analysis Pipeline

The uncertainty in text visualization comes from many origins. First, we need to consider that text is an imperfect representation of human ...

David Spiegelhalter Visualizing Uncertainty About the Future

Representing Probabilities with Graphics. A suitably chosen graphic ... ciated with position on the scale rather than the underlying ...

Uncertainty in humanities network visualization - Frontiers

We review some of the principles for visualizing uncertainty of different kinds, visual variables that can be used for representing uncertainty, ...

Communicating Uncertainty in Digital Humanities Visualization ...

[56] visualized the sentiment analysis results of film dialogues and used boxplots to represent the distributions. Model Appropriateness ...

Uncertainty Visualization | Request PDF - ResearchGate

In this chapter, we detail new visualization methods and emerging cognitive theories that describe how we reason with visual representations of uncertainty. We ...

Supporting Non-Experts' Awareness of Uncertainty

Visualizing Uncertain Data - Visualization encodes information into the visual dimensions offered by human perception: color, size, value (e.g., transparency), ...

DoSVis: Document Stance Visualization - DiVA portal

... representing the stance categories detected in the utterance; and (i) a ... the art in sentiment visualization. Computer Graphics. Forum. Kucher, K ...

Exploring Data Uncertainty through Speech, Text, and Visualization

Previous work has explored how to express uncertainty in various modes. For example, uncertainty can be expressed visually with quantile dot ...

Uncertainty visualization: Fundamentals and recent developments

Virtually any information comes with some aspect of uncertainty. The way we visually represent uncertainty can have a strong influence on how we ...