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ELEC-E7851 - Computational User Interface Design, 28.10.2019-16.12.2019

This course space end date is set to 16.12.2019 Search Courses: ELEC-E7851

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Syllabus

General

  • General

    General

    Computational Interaction, oxford university press 2018

    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 defining computational models of the nature and processes of interaction itself. These models can drive design and decision-making. Computational interaction draws from human factors engineering, cognitive modeling, artificial intelligence and machine learning, information theory, design optimization, formal methods, and control theory. 

    Learning Objectives

    The course offers a solid introduction to students who seek principled and yet actionable understanding of algorithmic 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.

    New in 2019

    In 2019, three changes are made to lectures (introduction, information theory, deep learning).  In 2018, course contents were revised based on the book on Computational Interaction (Oxford University Press, 2018). 

    Teachers

    Prof. Antti Oulasvirta and guest lecturers: Dr. Sunjun Kim, Dr. Aurélien Nioche, Dr. Kashyap Todi, Dr. Jussi Jokinen, Dr. Niraj Dayama, Dr. Luis Leiva, PhD students Janin Koch and Pedram Daee.

    Teaching assistants: Tayyaba Taimur and Asutosh Hota.

    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 also recommend (but do not require) 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 minimum 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.

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  • ELEC-E7851 - Computational User Interface Design, 28.10.2019-16.12.2019
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    • School of Electrical Engineering (ELEC)
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