The use of interactive visualization techniques in Digital Humanities research can be a useful addition when traditional automated machine learning techniques face difficulties, as is often the case with the exploration of large volumes of dynamic—and in many cases, noisy and conflicting—textual data from social media. Recently, the field of stance analysis has been moving from a predominantly binary approach—either pro or con—to a multifaceted one, where each unit of text may be classified as one (or more) of multiple possible stance categories. This change adds more layers of complexity to an already hard problem, but also opens up new opportunities for obtaining richer and more relevant results from the analysis of stance-taking in socia...
Stance detection is one of the promising areas of computational linguistics, the task of which is to...
Stance detection is defined as understanding a person's view and opinion towards a given proposition...
People’s opinion around social and political issues is currently witnessed by messages ordinarily po...
Online social media are a perfect text source for stance analysis. Stance in human communication is ...
Text visualization and visual text analytics methods have been successfully applied for various task...
In this paper, we present a study for the identification of stancerelated features in text data from...
Despite the growing interest for visualization of sentiments and emotions in textual data, the task ...
Figure 1: The left screenshot of our tool shows the timeline view: users start by loading time-serie...
Rapid progress in digital technologies has transformed the world in many ways during the past few de...
Analysis of stance in textual data can reveal the attitudes of speakers, ranging from general agreem...
People express their opinions on blogs and other social media platforms. As per a recent estimate, i...
In this work, we explore the performance of supervised stance classification methods for social medi...
Stance is defined as the expression of a speaker’s standpoint towards a given target or entity. To d...
During recent years, there have been a lot of research in the area of Natural Language Processing (N...
The number of communications and messages generated by users on social media platforms has progressi...
Stance detection is one of the promising areas of computational linguistics, the task of which is to...
Stance detection is defined as understanding a person's view and opinion towards a given proposition...
People’s opinion around social and political issues is currently witnessed by messages ordinarily po...
Online social media are a perfect text source for stance analysis. Stance in human communication is ...
Text visualization and visual text analytics methods have been successfully applied for various task...
In this paper, we present a study for the identification of stancerelated features in text data from...
Despite the growing interest for visualization of sentiments and emotions in textual data, the task ...
Figure 1: The left screenshot of our tool shows the timeline view: users start by loading time-serie...
Rapid progress in digital technologies has transformed the world in many ways during the past few de...
Analysis of stance in textual data can reveal the attitudes of speakers, ranging from general agreem...
People express their opinions on blogs and other social media platforms. As per a recent estimate, i...
In this work, we explore the performance of supervised stance classification methods for social medi...
Stance is defined as the expression of a speaker’s standpoint towards a given target or entity. To d...
During recent years, there have been a lot of research in the area of Natural Language Processing (N...
The number of communications and messages generated by users on social media platforms has progressi...
Stance detection is one of the promising areas of computational linguistics, the task of which is to...
Stance detection is defined as understanding a person's view and opinion towards a given proposition...
People’s opinion around social and political issues is currently witnessed by messages ordinarily po...