Topic outline

  • General

    Computational Interaction, oxford university press 2018

    NOTE THAT THIS COURSE CODE HAS BEEN REPLACED BY ELEC-E7852

    ELEC-E7851 Computational User Interface Design (5 cr, Period II)

    Computational interaction focuses on the use of algorithms and mathematical models to explain and enhance human-computer interaction. While there are numerous approaches to computational interaction, they all share a commitment to computational models of interaction. These models can drive design, adaptation, and support human decision-making. The study of computational interaction draws from multiple fields, including artificial intelligence and machine learning, computational statistics, information theory, design optimization, cognitive science, formal methods, and control theory. 

    Learning Objectives

    The course offers a solid introduction to students who seek principled and yet actionable understanding of algorithmic approaches in HCI. The course introduces computational principles and core models of interaction for students with computational and engineering background. Students learn to formulate design and interaction problems and derive solutions by analysis, simulation, and optimization.  Application areas cover the most widely used interfaces.

    Teachers

    Prof. Antti Oulasvirta and guest lecturers

    Teaching assistants: Carmen Popa, Jade Roberts

    Contents

    Lectures; Assignments solved with Python;Assigned readings; Exam

    Prerequisites

    Mandatory programming language: Python. Assignments require familiarity with general concepts of computer science and mathematics, especially probability and linear algebra. We recommend a previous course on HCI, such as CS-C3210 Human-Computer Interaction or ELEC-E7890 User Research or ELEC-D7010 Engineering for Humans.  

    Participation

    All Master's and PhD level students at Aalto University who fulfil the requirements are welcome. Students of the University of Helsinki are welcome join the course but are asked to contact the teacher in advance for the JOO contract.