Personalized Human-Computer Interaction.

Format:

Book

Author/Creator:

Augstein, Mirjam.

Contributor:

Herder, Eelco.

Wörndl, Wolfgang.

Series:

De Gruyter Textbook Series

Language:

English

Physical Description:

1 online resource (376 pages)

Edition:

2nd ed.

Place of Publication:

Berlin/München/Boston : Walter de Gruyter GmbH, 2023.

Summary:

Personalized and adaptive systems employ user models to adapt content, services, interaction or navigation to individual users’ needs. User models can be inferred from implicitly observed information, such as the user’s interaction history or current location, or from explicitly entered information, such as user profile data or ratings. Applications of personalization include item recommendation, location-based services, learning assistance and the tailored selection of interaction modalities. With the transition from desktop computers to mobile devices and ubiquitous environments, the need for adapting to changing contexts is even more important. However, this also poses new challenges concerning privacy issues, user control, transparency, and explainability. In addition, user experience and other human factors are becoming increasingly important. This book describes foundations of user modeling, discusses user interaction as a basis for adaptivity, and showcases several personalization approaches in a variety of domains, including music recommendation, tourism, and accessible user interfaces.

Contents:

Intro

Introduction

Contents

List of Contributing Authors

Part I: Foundations of personalization

1 Theory-grounded user modeling for personalized HCI

2 User-centered recommender systems

3 Fairness of information access systems

Part II: User input and feedback

4 Personalization and user modeling for interaction processes

5 How to use socio-emotional signals for adaptive training

6 Explanations and user control in recommender systems

7 Feedback loops and mutual reinforcement in personalized interaction

Part III: Personalization purposes and goals

8 Personalizing the user interface for people with disabilities

9 Personalized persuasion for behavior change

10 Personalization approaches for remote collaborative interaction

Part IV: Personalization domains

11 Listener awareness in music recommender systems: directions and current trends

12 Tourist trip recommendations - foundations, state of the art and challenges

13 Pictures as a tool for matching tourist preferences with destinations

Index.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9783110988567

3110988569

OCLC:

1390920305