Interactive Visualization of Streaming Text Data with Dynamic Maps
نویسندگان
چکیده
منابع مشابه
Interactive Visualization of Streaming Text Data with Dynamic Maps
The many endless rivers of text now available present a serious challenge in the task of gleaning, analyzing and discovering useful information. In this paper, we describe a methodology for visualizing a text stream in real-time, modeled as a dynamic graph and its derived map. The approach automatically groups similar messages into clusters displayed as “countries”, with keyword summaries, usin...
متن کاملVisualizing Streaming Text Data with Dynamic Maps
The many endless rivers of text now available present a serious challenge in the task of gleaning, analyzing and discovering useful information. In this paper, we describe a methodology for visualizing text streams in real time. The approach automatically groups similar messages into “countries,” with keyword summaries, using semantic analysis, graph clustering and map generation techniques. It...
متن کاملVisualizing Streaming Text Data with Dynamic Graphs and Maps
The many endless rivers of text now available present a serious challenge in the task of gleaning, analyzing and discovering useful information. In this paper, we describe a methodology for visualizing text streams in real-time modeled as a dynamic graph and its derived map. The approach automatically groups similar messages into “countries,” with keyword summaries, using semantic analysis, gra...
متن کاملReal-Time Visualization of Streaming Text Data: Tasks and Challenges
Real-time visualization of text streams is crucial for different analysis scenarios and can be expected to become one of the important future research topics in the text visualization domain. Especially the complex requirements of real-time text analysis tasks lead to new visualization challenges, which will be structured and described in this paper. First, we give a definition of what we consi...
متن کاملDynamic and interactive visualization of weather data with SVG
In many regions around the world, changes in weather conditions are not a slow process. With the weather being likely to break up in a matter of hours if not minutes every other day, people who have to adapt to the weather highly appreciate sound and accurate weather forecasts. As weather depends on a multitude of global and local factors, however, weather forecasts require complex and timecons...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Graph Algorithms and Applications
سال: 2013
ISSN: 1526-1719
DOI: 10.7155/jgaa.00302