El objetivo del curso de visualización de la información es dar a los alumnos una serie de principios para elaborar aplicaciones de visualización de datos y guiarlos en el aprendizaje de las herramientas que se necesitan para realizar aplicaciones de visualización de forma eficiente y eficaz.
Los contenidos incluirán los fundamentos teóricos de la visualización, teoría de la percepción, el pipeline de visualización, los diferentes tipos de representación de la información y los métodos principales de interacción.
Person in charge
Pere Pau Vázquez Alcocer (
CE1 - Skillfully use mathematical concepts and methods that underlie the problems of science and data engineering.
CE4 - Use current computer systems, including high performance systems, for the process of large volumes of data from the knowledge of its structure, operation and particularities.
CE5 - Design and apply techniques of signal processing, choosing between different technological tools, including those of Artificial vision, speech recognition and multimedia data processing.
CE7 - Demonstrate knowledge and ability to apply the necessary tools for the storage, processing and access to data.
CE10 - Visualization of information to facilitate the exploration and analysis of data, including the choice of adequate representation of these and the use of dimensionality reduction techniques.
CT3 - Efficient oral and written communication. Communicate in an oral and written way with other people about the results of learning, thinking and decision making; Participate in debates on topics of the specialty itself.
CT4 - Teamwork. Be able to work as a member of an interdisciplinary team, either as a member or conducting management tasks, with the aim of contributing to develop projects with pragmatism and a sense of responsibility, taking commitments taking into account available resources.
CT7 - Third language. Know a third language, preferably English, with an adequate oral and written level and in line with the needs of graduates.
CB3 - That students have the ability to gather and interpret relevant data (usually within their area of ??study) to make judgments that include a reflection on relevant social, scientific or ethical issues.
CB4 - That the students can transmit information, ideas, problems and solutions to a specialized and non-specialized public.
Generic Technical Competences
CG2 - Choose and apply the most appropriate methods and techniques to a problem defined by data that represents a challenge for its volume, speed, variety or heterogeneity, including computer, mathematical, statistical and signal processing methods.
Introduction to Information Visualization
The Visualization Mantra
The information visualization process
Introducción a la percepción visual
Fundamentals of human perception
Marks and channels
Color and perception
Design of information visualization systems
Basic principles of visualization
Elements of an information visualization system
Exploratory data analysis
Introduction to visualization
In this topic we will discuss the need for visualization of data and the objectives of the visualization tools.
Perception and color
Visual perception is a very important factor when creating visualizations, since the visual system is the one that receives the greatest amount of information that we perceive. In this topic we will talk about the visual system, and some theories of the perception of color and forms.
Visual representations of the data
There are a large number of methods of data representation: tables, graphs, trees, etc. In this topic we will visit them and we will end up giving some guides to select the most appropriate representation for each problem.
Visualization of multiple data
In many cases, the information that we want to represent will be highly complex and we will often find ourselves in the situation of having to represent multiple variables. Here we will discuss different possibilities that will be detailed in later issues.
Animation and interaction
To explore the data, you must be able to work on visual representations. This topic will see data changes in different dimensions: time, point of view ...
To explore the data, you must be able to work on visual representations. In this section you will see changes of data in different dimensions: time, point of view ...
Advanced data representation systems
Advanced data representation systems
- Time display
- Visualization of 3D data
- Other scientific data
Implementation of information visualization applications
Introduction to data visualization systems
Development of the theme: Introduction to visualization Objectives:31 Contents:
Si és necessari, les classes passaran a ser a través de videoconferència. Serà responsabilitat dels alumnes assistir a les sessions. S'intentarà mantenir els exàmens de forma presencial. Si això no es pot fer, s'habilitaran mitjans per a realitzar-los amb les millors garanties possibles, que podrien incloure fer-los de forma oral, a través d'Atenea, o substituir-los per una pràctica individual.
Where we are
B6 Building Campus Nord
C/Jordi Girona Salgado,1-3
08034 BARCELONA Spain
Tel: (+34) 93 401 70 00