Human Behavior Understanding

1. Front Matter

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2. Human Behavior Understanding for Inducing Behavioral Change: Application Perspectives

   1. Human Behavior Understanding for Inducing Behavioral Change: Application Perspectives

      • Albert Ali Salah, Bruno Lepri, Fabio Pianesi, Alex Sandy Pentland

      Pages 1-15

3. Analysis of Human Actions and Activities

   1. Urban Computing and Smart Cities: Opportunities and Challenges in Modelling Large-Scale Aggregated Human Behavior

      • Nuria Oliver

      Pages 16-17

   2. Human Action Categorization Using Ultrasound Micro-Doppler Signatures

      • Salvador Dura-Bernal, Guillaume Garreau, Charalambos Andreou, Andreas Andreou, Julius Georgiou, Thomas Wennekers et al.

      Pages 18-28

   3. Sequential Deep Learning for Human Action Recognition

      • Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt

      Pages 29-39

   4. One-Sequence Learning of Human Actions

      • Carlos Orrite, Mario Rodríguez, Miguel Montañés

      Pages 40-51

4. Face and Gesture Analysis

   1. Analyzing Facial Behavioral Features from Videos

      • Abdenour Hadid

      Pages 52-61

   2. Adaptive Integration of Multiple Cues for Contingency Detection

      • Jinhan Lee, Crystal Chao, Andrea L. Thomaz, Aaron F. Bobick

      Pages 62-71

   3. DTW Based Clustering to Improve Hand Gesture Recognition

      • Cem Keskin, Ali Taylan Cemgil, Lale Akarun

      Pages 72-81

5. Persuasive Technologies

   1. Augmenting Social Interactions: Experiments in Socio-emotional Computing

      • Wijnand Ijsselsteijn

      Pages 82-82

   2. An Energy-Saving Support System for Office Environments

      • Marc Jentsch, Marco Jahn, Ferry Pramudianto, Jonathan Simon, Amro Al-Akkad

      Pages 83-92

   3. From Stress Awareness to Coping Strategies of Medical Staff: Supporting Reflection on Physiological Data

      • Lars Müller, Verónica Rivera-Pelayo, Christine Kunzmann, Andreas Schmidt

      Pages 93-103

   4. Why Won’t You Do What’s Good for You? Using Intelligent Support for Behavior Change

      • Michel Klein, Nataliya Mogles, Arlette van Wissen

      Pages 104-115

   5. A Research Framework for Playful Persuasion Based on Psychological Needs and Bodily Interaction

      • Marco Rozendaal, Arnold Vermeeren, Tilde Bekker, Huib de Ridder

      Pages 116-123

6. Social Interactions

   1. Automatic Modeling of Dominance Effects Using Granger Causality

      • Kyriaki Kalimeri, Bruno Lepri, Taemie Kim, Fabio Pianesi, Alex Sandy Pentland

      Pages 124-133

   2. Abnormal Crowd Behavior Detection by Social Force Optimization

      • R. Raghavendra, Alessio Del Bue, Marco Cristani, Vittorio Murino

      Pages 134-145

   3. Understanding the Influence of Social Interactions on Individual’s Behavior Pattern in a Work Environment

      • Chih-Wei Chen, Asier Aztiria, Somaya Ben Allouch, Hamid Aghajan

      Pages 146-157

7. Back Matter

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This book constitutes the refereed proceedings of the Second International Workshop on Human Behavior Understanding, HBU 2011, held in Amsterdam, The Netherlands, in November 2011, in conjunction with AmI-11, the International Joint Conference on Ambient Intelligence.
The 13 revised full papers presented together with 2 keynote talks and one summarizing paper were carefully reviewed and selected from 32 submissions. The papers are organized in topical sections on analysis of human actions and activities, face and gesture analysis, persuasive technologies, and social interactions.

• ambient intelligence
• energy saving support
• human action recognition
• mobile application
• spatiotemporal analysis

• Department of Computer Engineering, Bogaziçi University, Bebek, Turkey

  Albert Ali Salah

• FBK - Fondazione Bruno Kessler, Trento, Italy

  Bruno Lepri

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