Department for Informatics | Sitemap | LMU-Portal
Deutsch
  • Home
  • Future Students
  • Enrolled students
  • Teaching
    • Archive
    • WS 2024/2025
      • DM
      • DS
      • DW1
      • EIPNF
      • EVM
      • HCA
      • HCS
      • HS
      • IUI
      • IV
      • LCS
      • MMI2
      • MMN
      • OMM
      • OPENLAB
      • PCCE
      • PHRI
      • PIM
      • PKMM
      • PPS
      • PS
      • PSK
      • PSYA1
      • PSYG1
      • PXD
      • SWH
      • UID
      • USER-STUDY
      • UX1
      • UX2
      • WAL
  • Research
  • People
  • Contact
  • Visitors
  • Jobs
  • FAQ
  • Internal
IUI in other semesters:
WS2425 WS2324 WS2223 WS2122 WS2021 WS1920 WS1819
Home > Teaching > WS 2024/2025 > IUI

Lecture Introduction to Intelligent User Interfaces

Moodle
Key: IUI2425
LSF
Lecturer: Prof. Sven Mayer
Tutorials: Jesse Grootjen, Thomas Weber, Xuedong Zhang
Hours per week: 2 (Lecture) + 2 (Tutorial)
ECTS credits: 6
Language: English
Module: Vertiefende Themen: WP 7, WP 10, WP 13 (MA INF PStO 2022); WP 1, WP 7, WP 19, WP 26 (MA MI PStO 2022); WP 1, WP 4 (MA MCI PStO 2022); WP 45, WP 49, WP 50 (BA INF PStO 2022); WP 23, WP 27, WP 28 (BA MI PStO 2022)
Capacity: max. 150
  • Syllabus
  • Dates and Locations
  • Lectures
  • Exercises
  • Recommended Prior Knowledge
  • Exam
  • Registration


Syllabus

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.



Dates and Locations

  • Lecture:
    Date:Wednesday, 12-14 c.t.
    Location: Thalkirchner Str.36 - Theoret. Hörsaal 151
    First session: 16.10.2024
  • Tutorial:
    Date: Thursday, 12:00-14:00 c.t.
    Location: Geschwister-Scholl-Platz 01, A119
    First session: 24.10.2024


Lectures

All lectures will be in-persons. If recordings exist from prior years, they will not be played back in the session and have not to be watch upfront. Sessions will not be recorded.

Date Topic Recordings
16.10.2024 Introduction to Intelligent User Interfaces Lecture 02
23.10.2024 Introduction to Machine Learning Fundamentals Lecture 02
30.10.2024 Context Awareness Interaction in Smart Environments Lecture 07
06.11.2024 Voice User Interfaces
13.11.2024 Text and Natural Language Processing I Lecture 06
20.11.2024 Text and Natural Language Processing II Lecture 06
27.11.2024 Recommender Systems Lecture 11
04.12.2024 Software Development in the Age of LLMs with Thomas Weber Lecture 03
11.12.2024 Security and Privacy in the context of Intelligent User Interfaces
18.12.2024 Deceptive User Interfaces [ONLINE] Part 1 Part 2
15.01.2025 Human-Robot Interaction by Jan Leusmann
22.01.2025 Intelligent Text Entry Lecture 05
29.01.2025 Explainable AI, Bias and Ethics, and Q&A Lecture 12
Lecture 13
05.02.2025 Discussion of Future Directions



Exercises

Tutorial sessions will be in in-person only.

The exercises include different formats: (1) Live coding sessions in which the lecture content is applied in practice, (2) Project pitches in which students present the current status of their project and receive feedback.

Please note that the following exercise syllabus is tentative and subject to change over the course of the semester.

Date Topic
24.10.24 Organization, Live Coding Session: Introduction to Python and ML
31.10.24 Live Coding Session (ML Intro) + Q&A
07.11.24 Natural Language Understanding
14.11.24 Using ChatGPT
21.11.24 ChatGPT API
28.11.24 Recommender Systems
12.12.24
16.01.25 Human-Robot Interaction
23.01.25 Adaptive Keyboard
30.01.25 Explainable AI
06.02.25 Q&A: Exam preparation


Recommended Prior Knowledge

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


Exam

An 90-min written exam about the content of the lectures and exercises.

Please find the dates for the exams here:

  • 26-02-2025 10:00 - 12:00 Theresienstr. 41 C 123


Registration

Please register via Moodle for the course. Key: IUI2425

To top
Impressum – Privacy policy – Contact  |  Last modified on 2024-12-11 by Jesse Grootjen (rev 44249)