TextTile: An Interactive Visualization Tool for Seamless Exploratory Analysis of Structured Data and Unstructured Text
نویسندگان
چکیده
We describe TextTile, a data visualization tool for investigation of datasets and questions that require seamless and flexible analysis of structured data and unstructured text. TextTile is based on real-world data analysis problems gathered through our interaction with a number of domain experts and provides a general purpose solution to such problems. The system integrates a set of operations that can interchangeably be applied to the structured as well as to unstructured text part of the data to generate useful data summaries. Such summaries are then organized in visual tiles in a grid layout to allow their analysis and comparison. We validate TextTile with task analysis, use cases and a user study showing the system can be easily learned and proficiently used to carry out nontrivial tasks.
منابع مشابه
In-depth Interactive Visual Exploration for Bridging Unstructured and Structured Document Content
Semi-structured data refers to the combination of unstructured and structured data. Unstructured data is free text in natural language, while structured data is typically stored in tables and following a data schema. Recent statistics shows that 80% of the data generated in the last two years is unstructured. However, one interesting observation is that free text usually comes along with some s...
متن کاملSeamless Integration of Diverse Data Types into Exploratory Visualization Systems
Visual data exploration involves presenting data in some graphical form and allowing the human to interactively gain insight into the data. Visual data exploration techniques have proven to be very useful for exploratory data analysis, especially for mining large databases. However, the lack of explicit content semantics within the framework of the visualization tool makes interpretation of the...
متن کاملVisual Analysis of Multimedia Data
One of the most important applications in visual analytics has been exploratory visual analysis of large collections of unstructured text documents. However, digital media, especially those on the Internet, are multimedia in content with text, images, video, and even sound together. Furthermore, there is an explosion of broadcast and other media, especially in third world countries. (In the Mid...
متن کاملMaster Thesis Visualizing complex data A use case evaluating an interactive visual- ization about food purchases
Complex data are being stored daily in databases in an unstructured way. Visualizations techniques can be used to present complex data in a user friendly and understandable way. This thesis presents the implementation of a visualization interactive tool called Eco Donuts. It is part of a set of tools created to visualize complex food data called Ekopanelen. The feature Eco Donuts presents time-...
متن کاملSDSS Log Viewer : visual exploratory analysis of large-volume SQL log data
User-generated Structured Query Language (SQL) queries are a rich source of information for database analysts, information scientists, and the end users of databases. In this study a group of scientists in astronomy and computer and information scientists work together to analyze a large volume of SQL log data generated by users of the Sloan Digital Sky Survey (SDSS) data archive in order to be...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- IEEE transactions on visualization and computer graphics
دوره 23 1 شماره
صفحات -
تاریخ انتشار 2017