186.141 Information Visualization
This course is in all assigned curricula part of the STEOP.
This course is in at least 1 assigned curriculum part of the STEOP.

2021S, VO, 2.0h, 3.0EC
TUWEL

Properties

  • Semester hours: 2.0
  • Credits: 3.0
  • Type: VO Lecture
  • Format: Online

Learning outcomes

After successful completion of the course, students are able to describe the theoretical concepts applied in information visualization and presented in the lecture (e.g., visualization of multimdimensional data, visualization of multivariate network data). 

Subject of course

Information visualization is "the use of computer-supported, interactive, visual representations of abstract data to amplify cognition". The participants shall get acquainted to the concepts and techniques of information visualization. A short general introduction to visualization is followed by presentations of current research results in the field. The topics include: 

  • Data & Visual Encodings
  • Visual & Perceptual Principles
  • Multivariate & High-Dimensional Data Visualization
  • Multivariate Network Visualization 
  • Scalable Visualization for Big Data
  • Explainable AI
  • Applications of visualization, e.g., for biology or engineering

There is an exercise accompanying the lecture. 

Didactical Approach: With slides, an introduction to information visualization is given. (International) colleagues give guest lectures concerning current special topics. 

Zoom links to the lectures, lecture recordings, and all lecture materials can be found on TUWEL. Lectures take place Wednesdays 3 p.m. (c.t.)

Teaching methods

Lectures with slides.

Mode of examination

Written and oral

Additional information

ECTS Breakdown: 3 ECTS = 75 Stunden

  • Vorlesung: 30 Stunden
  • Gastvorträge: 20 Stunden
  • Prüfungsvorbereitung: 25 Stunden

Lecturers

Institute

Course dates

DayTimeDateLocationDescription
Wed15:15 - 16:4503.03.2021 Zoom Link in TUWEL (LIVE)Introduction (Lecture and Lab)
Wed15:15 - 16:4510.03.2021 - 23.06.2021 Zoom (LIVE)Lecture
Wed15:00 - 15:1514.04.2021 TUWEL (LIVE)Intermediate Written Exam
Information Visualization - Single appointments
DayDateTimeLocationDescription
Wed03.03.202115:15 - 16:45 Zoom Link in TUWELIntroduction (Lecture and Lab)
Wed10.03.202115:15 - 16:45 ZoomLecture
Wed17.03.202115:15 - 16:45 ZoomLecture, Data and Mappings 1
Wed24.03.202115:15 - 16:45 ZoomLecture, Data and Mappings 2, Visual Principles
Wed14.04.202115:00 - 15:15 TUWELIntermediate Written Exam
Wed14.04.202115:15 - 16:45 ZoomLecture, Scalable Visualization
Wed21.04.202115:15 - 16:45 ZoomLecture, High-Dimensional Data Visualization
Wed28.04.202115:15 - 16:45 ZoomLecture, Explainable AI
Wed05.05.202115:15 - 16:45 Zoomno lecture (reserve date)
Wed12.05.202115:15 - 16:45 ZoomLecture, (Multivariate) Network Visualization
Wed19.05.202115:15 - 16:45 ZoomLecture, Visualization of Biomedical Spatial Data in an Anatomical Context
Wed26.05.202115:15 - 16:45 ZoomLecture, Visual Analysis of Multivariate Biological Networks
Wed23.06.202115:15 - 16:45 ZoomStudent presentations InfoVis UE

Examination modalities

After the introductory part, there will be a 15 minutes open book exam in TUWEL (30 points). At the end of the lecture, there will be an oral exam via Zoom (70 points). For the oral exam, students need an audio- and video connection via Zoom. Both exams have to be positive (i.e., > 50% of the points) for a positive grade. 

Course registration

Begin End Deregistration end
08.02.2021 23:55 31.03.2021 23:55 01.04.2021 23:55

Curricula

Study CodeObligationSemesterPrecon.Info
066 645 Data Science Not specified
066 926 Business Informatics Mandatory elective
066 932 Visual Computing Mandatory elective
066 933 Information & Knowledge Management Mandatory
066 935 Media and Human-Centered Computing Mandatory1. Semester
066 950 Didactic for Informatics Mandatory elective

Literature

No lecture notes are available.

Accompanying courses

Language

English