Lecture Intelligent User Interfaces

Lecturer: Prof. Dr. Andreas Butz, Prof. Dr. Albrecht Schmidt, Dr. Yuanting Liu
Tutorials: Jakob Karolus, Sarah Theres Völkel, Malin Eiband
Hours per week: 2 (Lecture) + 2 (Tutorial)
ECTS credits: 6
Language: Englisch
Module: Vertiefende Themen für Master Medieninformatik, Informatik und MCI
Capacity: max. 40

• Dates and Locations
• News
• Contents
• Tasks
• Requirements
• Lecture slides
• Exercises

Dates and Locations

• Lecture:
  Date: Wed, 12-14
  Location: Geschw.-Scholl-Pl. 1, Raum M 109
• Tutorial:
  Date: Mon, 16-18
  Location: Frauenlobstr. 7a, Raum 257
• Exam:
  Date: Mi, 4th of March 2020, 2pm s.t.
  Location: Geschw.-Scholl-Pl. 1, A 140
  Closed-book exam; no aids permitted.
  There will be no second exam!

• News

  • 22.06.2020: We will offer the opportunity for a second exam (Wiederholungsklausur) for IUI. The format will be a structured online oral exam. Initially, we have the following dates available: 9., 22., and 31. July (08:00 - 18:00). Please refer to the uni2work course for all the details. In case you do not have access to the course and want to take part in the exam, please contact us as soon as possible.
  • 04.02.2020: Registration for the exam is now available via Uni2Work.
  • 14.01.2020: Schedule for the upcoming tutorials:
    20.01.: presentation on updated status of Ex3
    27.01.: office hours and Ubiaction. You are cordially invited and may present some of your work as well.
    03.02.: exam preparation with sample questions.
  • 09.12.2019: All upcoming tutorial slots will be held at Frauenlobstr. 7a (room 257).
  • 29.11.2019: Updates on upcoming course events: Tutorial (02.12.) in room 257 (Frauenlobstr. 7a); Lecture (04.12.) as usual; Tutorial (09.12.) room 257 (Frauenlobstr. 7a); Lecture (11.12.) in room 357 (Frauenlobstr. 7a)
  • 20.10.2019: For the first tutorial (21st of October), we will be using Anaconda for the hands-on exercises. Please make sure to install Anaconda (Python 3.7 Version) before the tutorial.
  • 04.10.2019: Course registration will be available through uni2work. Registration will be open after the first lecture. The access key will be announced in the first lecture as well.

  Contents

  The module Intelligent User Interfaces (IUI) looks at current topics within the intersection of human computer interaction and machine learning. The course focuses on the adaptation of techniques originating from machine learning and artificial intelligence for practical applications within the research area of human computer interaction. Topics include (tentative):
  • Voice User Interfaces
  • Natural Language Processing
  • Recommender Systems
  • Explainability of Intelligent Systems
  • Physiologically-Based Interfaces
  • ...
  
  Students are expected to create their own intelligent system (in groups of four) over the course of the semester and present intermediate milestones throughout the tutorials. These include short concept presentations: explain how a new aspect as presented in the lecture integrates into your system; and milestone presentations a week later that showcase the implementation. This cycle repeats bi-weekly. Tutorials will also be used to introduce lecture topics in the form of hands-on exercises.

  Tasks

  • Attend all classroom events (lectures AND tutorials)
  • Presentation of concepts and milestones for the project
  • Final project presentation
  • Exam
  
  

  Requirements

  • Human Computer Interaction
  • Machine Learning, e.g. Machine Learning course
  
  

  Lecture slides

  Date	Subject	Slides	podcast
  Oct 16	Intro, Organization	IUI_ws19_01_intro.pdf	IUI_ws19_01_intro
  Oct 23	Voice UI, lecture	IUI_ws19_02_voice.pdf	IUI_ws19_02_voice.m4v
  Oct 30	VUI guest talk Nicholas Cummins	Affective Computing	N/A
  Nov 06	Text and Natural Language Processing (1)	NLP (1), updated Jan 08	IUI_ws19_NLP-01
  Nov 13	Text and Natural Language Processing (2)	NLP (2), updated Jan 08	IUI_ws19_NLP-02
  Nov 20	Recommender systems, Adaptive UIs	Recommender systems, Adaptive UIs (TBA)	IUI_ws19_recomm_systems
  Nov 27	Deceptive UI	IUI_ws19_05_deceptive.pdf	IUI_ws19_05_deceptive.m4v
  Dez 04	Smart Objects (1)	Smart Objects (1)	IUI_ws19_smart_objects_01
  Dez 11	ThingOS tutorial	see exercises	N/A
  Dez 18	Guest talk Stefanie Mueller	Personal Fabrication	N/A
  Jan 08	Smart Objects (2)	Smart Objects (2)	IUI_ws19_smart_objects_02
  Jan 15	Intervention User Interfaces and Automotive IUIs (guest talk by Tobias Grosse-Puppendahl)	Automotive IUIs (pptx with videos)	TBA
  Jan 22	Guest talks by Florian Alt Yomna Abdelrahman	Intelligent Usable Security Ubiquitous Sensing Technologies	N/A
  Jan 29	Guest talk by Malin Eiband	Interpretability of Machine Learning	N/A
  Feb 05	Final presentation of student projects	N/A	N/A

  Exercises

  Date	Topic	Material	Exercise Sheet	Due date
  21.10.	Machine Learning Intro	lab resources lab solution	Ex0	28.10. 16:00
  28.10.	VUIs Intro	Literature Slides Tutorial	Ex1	Ex1: Concept: 04.11. 16:00 Impl.: 11.11. 16:00
  18.11.	NLP Intro	Slides Tutorial Lab Resources Lab Solution	Ex2 (updated 29.11.)	Ex2: Concept: 02.12. 16:00 Impl.: 09.12. 16:00
  25.11.	Emotion Intro	Slides Tutorial Lab Resources Lab Solution
  11.12.	Smart objects Intro	Literature ThingOS Hub Getting Started	Ex3	Ex3: Concept: 16.12. 16:00 Impl.: 13.01. 16:00
  06.02.	Smart objects Intro	Literature ThingOS Hub Getting Started	Ex3	Ex3: Concept: 16.12. 16:00 Impl.: 13.01. 16:00
  06.02.	Final Presentation		Ex4	Ex4: Presentation, Video, and Implementation: 06.02., 11am
  04.02.	Exam Preparation	Slides Tutorial