Rayon: A Unified Framework for Data Visualization

نویسنده

  • Phillip Groce
چکیده

Introduction Data visualization summarizes large volumes of data and represents this data pictorially. Data visualization is used in a wide variety of applications, but visualization techniques that are effective in one application can often be used as well or better in another application. When organizations depend on good data visualization, a unified visualization capability will often increase that effectiveness; this is especially important if an organization relies on internal experts to create new visualization techniques appropriate to their environment. The Rayon visualization toolkit was developed to augment large-scale network analytic information, and to improve the visualization capability and productivity of analytic operations by making it possible to share visualization techniques between applications.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Visual Olap: a New Paradigm for Exploring Multidimensional Aggregates

OLAP (On-Line Analytical Processing) technology provides interactive query-driven analysis of accumulated and consolidated business data for the purpose of decision-making and knowledge extraction. Visualization is increasingly used as the means of gaining insight into huge data volumes of multidimensional data as the former exploits the profound ability of the human vision system to recognize ...

متن کامل

Anomaly Detection Using S Language Framework: Clustering and Visualization of Intrusive Attacks on Computer Systems

Many intrusion detection projects employ a multitude of statistical methods and machine learning techniques to achieve their goal. However there is a lack of a unified framework for developing, testing and comparing the results. This study introduces the S Language and its environment as a potential candidate for this unified framework, which can also be used to develop new methods, alter exist...

متن کامل

Toward a Unified Representation System of Performance-related Data

An environmentally-responsible building is not a fixed ideal but a moving target that must be reassessed on an ongoing basis in order to respond to the ever changing patterns of its occupants and its context. Instrumented buildings can generate a tremendous amount of data that can play a key role in gaining insight into their changing behaviour and performance. Although visualization has been u...

متن کامل

Extending SMW+ with a Linked Data Integration Framework

In this paper, we present a project which extends a SMW+ semantic wiki with a Linked Data Integration Framework that performs Web data access, vocabulary mapping, identity resolution, and quality evaluation of Linked Data. As a result, a large collection of neurogenomicsrelevant data from the Web can be flexibly transformed into a unified ontology, allowing unified querying, navigation, and vis...

متن کامل

A unified data representation theory for network visualization, ordering and coarse-graining

Representation of large data sets became a key question of many scientific disciplines in the last decade. Several approaches for network visualization, data ordering and coarse-graining accomplished this goal. However, there was no underlying theoretical framework linking these problems. Here we show an elegant, information theoretic data representation approach as a unified solution of networ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010