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Computational Interaction
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Computational Interaction

Antti Oulasvirta, Per Ola Kristensson, Xiaojun Bi, and Andrew Howes

Abstract

This book presents computational interaction as an approach to explaining and enhancing the interaction between humans and information technology. Computational interaction applies abstraction, automation, and analysis to inform our understanding of the structure of interaction and also to inform the design of the software that drives new and exciting human-computer interfaces. The methods of computational interaction allow, for example, designers to identify user interfaces that are optimal against some objective criteria. They also allow software engineers to build interactive systems that a ... More

Keywords: Computational interaction, human-computer interaction, interaction design, modelling, simulation, formal methods, optimisation, control theory, machine learning, cognitive computations

Bibliographic Information

Print publication date: 2018 Print ISBN-13: 9780198799603
Published to Oxford Scholarship Online: March 2018 DOI:10.1093/oso/9780198799603.001.0001

Authors

Affiliations are at time of print publication.

Antti Oulasvirta, editor
Associate Professor, Aalto University

Per Ola Kristensson, editor
University Reader in Interactive Systems Engineering, University of Cambridge

Xiaojun Bi, editor
Assistant Professor, Stony Brook University

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Contents

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Introduction

Xiaojun Bi, Andrew Howes, Per Ola Kristensson, Antti Oulasvirta, John Williamson

Part I Input and Interaction Techniques

3 Input Recognition

Otmar Hilliges

Part II Design

4 Combinatorial Optimization for User Interface Design

Antti Oulasvirta, Andreas Karrenbauer

5 Soft Keyboard Performance Optimization

Xiaojun Bi, Brian Smith, Tom Ouyang, Shumin Zhai

6 Computational Design with Crowds

Yuki Koyama, Takeo Igarashi

Part III Systems

Part IV Human Behaviour

10 Interaction as an Emergent Property of a Partially Observable Markov Decision Process

Andrew Howes, Xiuli Chen, Aditya Acharya, Richard L. Lewis

11 Economic Models of Interaction

Leif Azzopardi, Guido Zuccon

12 Computational Models of User Multitasking

Duncan P. Brumby, Christian P. Janssen, Tuomo Kujala, Dario D. Salvucci

14 Computational Model of Human Routine Behaviours

Nikola Banovic, Jennifer Mankoff, Anind K. Dey

15 Computational Methods for Socio-Computer Interaction

Wai-Tat Fu, Mingkun Gao, Hyo Jin Do

End Matter