Pervasive Computing
10th International Conference, Pervasive 2012, Newcastle, UK, June 18-22, 2012. Proceedings
Published on 28. June 2012
496 pages
978-3-642-31205-2 (ISBN)
Description
This book constitutes the refereed proceedings of the 10th International Conference on Pervasive Computing, Pervasive 2012, held in Newcastle, UK, in June 2012.
The 28 revised papers presented were carefully reviewed and selected from 138 submissions. The contributions are grouped into the following topical sections: activity capturing; urban mobility and computing; home and energy; HCI; development tools and devices; indoor location and positioning; social computing and games; privacy; public displays and services.
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Judy Kay | Paul Lukowicz | Hideyuki Tokuda
Pervasive Computing
10th International Conference, Pervasive 2012, Newcastle, UK, June 18-22, 2012. Proceedings
Book
06/2012
Springer
€53.49
Shipment within 7-9 days
Content
- Title
- Preface
- Organization
- Table of Contents
- Activity Capturing
- Personalized Driving Behavior Monitoring and Analysis for Emerging Hybrid Vehicles
- Introduction
- Problem Formulation and Design Overview
- Multi-modality Driver-Vehicle Sensing
- User Driving Behavior Sensing
- Vehicle Movement Sensing
- Driver-Specific (P)HEV Analysis
- (P)HEV Operation Mode Classification
- (P)HEV Energy Profile Analysis
- Fuel-CO2 Emission Analysis
- System Deployment and User Studies
- System Deployment
- User Studies
- System Evaluations and Analysis Results
- Sensing System Validation
- Analysis Model Validation
- Discussions
- Related Work
- Conclusions
- References
- Mimic Sensors: Battery-Shaped Sensor Nodef or Detecting Electrical Events of Handheld Devices
- Introduction
- Related Work
- Mimic Sensor Framework
- Prototype Battery-Shaped Sensor Node
- Design
- Sensor Data
- Our Method
- Feature Extraction
- Hybrid Identification/Recognition Method with HMMs
- Evaluation
- Data Set
- Evaluation Methodology
- Results
- Conclusion
- References
- Leveraging Children's Behavioral Distribution and Singularities in New Interactive Environments: Study in Kindergarten Field Trips
- Introduction
- Related Works
- Motivations and Implications of Behavioral Observation
- The Implications and Challenges in Today's Behavioral Observation
- Potential Benefits of Extended Behavior Observation in the Field
- Behavioral Singularity: Intuition and Rationale
- Design Considerations and Prototyping
- Mobile Sensing System for Children's Behaviors in the Field
- Evaluating Singularities from Behavioral Distribution
- Design of Teacher-Reporting System
- Deployment and Evaluation Study
- Qualitative Observations
- Discussion, Implications, and Limitations
- Conclusion
- References
- Urban Mobility and Computing
- Urban Traffic Modelling and Prediction Using Large Scale Taxi GPS Traces
- Introduction
- Related Work
- Data Preparation
- Data Set Description
- Mapping to a Digital Map
- Predictive Model
- Empirical Evaluation
- Determining Road Capacities
- Conclusion
- References
- A Unified Framework for Modeling and Predicting Going-Out Behavior
- Introduction
- Collecting Time Histories of Going Out/Coming Home
- Collecting Time Histories via Tracking System
- Collecting Time Histories via Trail Cameras
- Modeling Going-Out Behavior
- Outline
- Mathematical Description
- Simultaneous Estimation of Parameters and Cluster Number
- Predicting Going-Out Behavior
- Problem Setting and Outline
- Calculating Probability of New Observations
- Prediction Algorithm
- Results
- Experiment Setting
- Modeling Going Out
- Presence Prediction
- Discussion
- Conclusion
- References
- The Hidden Image of the City: Sensing Community Well-Being from Urban Mobility
- Introduction
- Related Work
- From Mobility to Community Well-Being
- Results: Correlating Mobility and Well-Being
- Limitations and Applications
- Conclusion
- References
- Scalable Mining of Common Routes in Mobile Communication Network Traffic Data
- Introduction
- Methods
- Results
- Discussion
- Conclusions
- References
- Home and Energy
- Accounting for Energy-Reliant Services within Everyday Life at Home
- Introduction
- Background
- Methods
- Findings
- Entertainment and IT
- Lighting
- Cooking and Refrigeration
- Reflections on the Service-Oriented Approach
- Advantages over Resource-Centric Approaches
- Possible Limitations of a Service-Oriented Analysis
- Other Ways to Account for Services
- Specific Items for Future Work
- Conclusion
- References
- Smart Blueprints: Automatically Generated Maps of Homes and the Devices Within Them
- Introduction
- Background and Related Work
- A Case Study: Home Energy Management
- Designing Sensors to Infer Context
- Inferring Rooms and Adjacency
- Inferring Structural Constraints
- Searching the Space of Floor Plans
- Defining the Search Space
- Efficiently Searching the Space
- Choosing the Best Topologies
- Evaluation
- Limitations and Future Work
- Conclusions
- References
- Hacking the Natural Habitat: An In-the-Wild Study of Smart Homes, Their Development, and the People Who Live in Them
- Introduction
- Related Work
- Study Method
- Participants and Households
- The Understandings of "Smart"
- Motivations for Home Automation
- Phases of Growing a Smart Home
- Roles of Inhabitants
- Discussion
- Avenues for Smart Home Research
- References
- HCI
- The Design of a Segway AR-Tactile Navigation System
- Introduction
- Related Work
- Design and Prototype
- Navigation Graphical Interface
- Turning Instruction Feedback
- Setup and Experiments
- Study 1: Driving Test in Real Traffic
- Study 2: Lane Switching Test in Artificial Environment
- Conclusion
- The Utility of Navigation Interfaces
- The Effectiveness of Navigation Instructions
- Design Implications and Future Research
- References
- Route Guidance Modality for Elder Driver Navigation
- Introduction
- Study Overview
- Background Work
- Experimental Design
- Test-Bed Implementation
- Pilot Study
- Participants in the Main Experiment
- Task, Test Conditions, and Procedure
- Measurement
- Results
- Elder Drivers' Navigation
- Effects of Route Guidance Modalities
- Modality Differences between Age Groups
- Psycho-physiological Task Workload
- Discussion
- Conclusions
- References
- Interactive Environment-Aware Handheld Projectors for Pervasive Computing Spaces
- Introduction
- Related Work
- Prototype 1: RoomProjector
- Infrastructure-Based Sensing
- Geometry Reconstruction
- Projector Tracking
- Environment-Aware Projected Content
- Freehand Shadow Interactions
- Shadow Menus and Fingertip Gestures
- Spatially-Aware Shadows
- Complementing Shadow Interaction with Shadow Projection
- Beyond Infrastructure
- Prototype 2: SLAMProjector
- Infrastructure-Free Flashlight and Enhanced Geometry-Awareness
- SLAMProjector Interactions
- System Evaluation
- Tracking Accuracy
- Procedure
- Results
- Touch Accuracy
- Discussion
- Conclusion
- References
- Development Tools and Devices
- .NET Gadgeteer: A Platform for Custom Devices
- Introduction
- Related Work
- Accessibility
- Versatility
- Flexibility of Form Factor
- Complex Devices and Systems That Are Easy to Build
- An Example Gadgeteer Device: A Digital Camera
- Modular Electronics
- Socket Types
- Mainboard Examples
- Module Examples
- Supplying Power
- Object-Oriented Software Architecture
- Supporting Development of Module and Mainboard Drivers
- Module Examples
- Flexibility of Form Factor
- Flexibility in the Mounting of Modules
- Full 3D CAD Integration for More Sophisticated Physical Design
- Examples of Gadgeteer in Use
- Accessibility to New Users
- Hi-fidelity Custom Devices to Support Studies in the Wild
- Iterative Design of More Complex Systems
- Conclusions and Future Work
- References
- Recognizing Handheld Electrical Device Usage with Hand-Worn Coil of Wire
- Introduction
- Related Work
- Prototype Sensor Device
- Design
- Sensor Data
- Recognition Method
- Feature Extraction
- Classification Methodology
- Adapting User-Independent Models
- Evaluation: Core Experiment
- Data Set
- Results: User-Dependent Models
- Results: User-Independent Models
- Evaluation: Scalability of Our Approach
- Data Set
- Results
- Conclusion
- References
- Self-calibration of RFID Reader Probabilities in a Smart Real-Time Factory
- Introduction
- System Model
- Problem Statement
- RFID Reader Errors
- Environmental Errors
- Self-calibration of RFID Reader Probabilities
- Overview
- Detection of Possible Product Part Orders
- Self-calibration of RFID Readers
- Change Detection
- Evaluations
- Pre-study: Smart Factory
- Simulation Results
- Related Work
- Summary and Future Work
- References
- Indoor Location and Positioning
- AWESOM: Automatic Discrete Partitioning of Indoor Spaces for WiFi Fingerprinting
- Introduction
- Related Research
- Methodology
- Self-organizing Maps
- Creating a Discrete Partitioning
- Evaluating Compatibility of a Discrete Partitioning
- Description of Environments
- Environment 1: German Supermarket
- Environment 2: Finnish Supermarket
- Results
- Creating Discrete Partitioning
- Access Point Deployment
- Conclusions and Discussion
- References
- Indoor Pedestrian Navigation Based on Hybrid Route Planning and Location Modeling
- Introduction
- Challenges Inherent in Indoor Pedestrian Navigation
- From Positioning Challenges to Navigation Challenges
- The PerPos Platform - Support for Positioning and Navigation
- Diverse Positioning Technologies and Positioning Middleware
- Location Model Service
- Route Generation Service
- PerPosNav - Unified Support for Multiple Navigation Modes
- Route Tracking Service
- Tailorable Navigation Service
- Navigation Modes - Supported by PerPosNav
- Augmented Signs Navigation
- Mobile Map Navigation
- Mobile Auditory Navigation
- Mobile Augmented Reality Navigation
- Experiments in Real World Environments
- Augmented Signs Deployed at a Hospital
- Mobile Map Navigation Used in Shopping Mall and Office Environment
- Summary of Experiments
- Comparison of PerPosNav with Related Work
- Conclusion and Future Work
- References
- Estimating Position Relation between Two Pedestrians Using Mobile Phones
- Introduction
- Related Work
- Position Relation Estimation
- Application Scenario and Requirements
- Errors of Bluetooth and PDR
- Principle
- Position Update (Tracking)
- Parameters Update (Adjusting)
- Position Relation Fix
- Evaluation and Results
- Experimental Setup
- Summary of the Results
- Discussion
- Error Analysis
- Proposed Method vs. RMB
- Performance Simulation as a Guide Application
- Conclusion
- References
- Clearing a Crowd: Context-Supported Neighbor Positioning for People-Centric Navigation
- Introduction
- Related Work and Contribution
- Preliminary Experiments and Basic Idea
- Effect of Noise on Proximity and Trace Estimation
- Preliminary Experiment for Context-Supported Positioning
- System Design
- Proximity Sensing via Bluetooth Scans
- Extracting Group Activities
- Context-Supported Relative Positioning
- Evaluation
- Constructing Group Classifier
- Results
- Conclusions
- References
- Social Computing and Games
- Paying in Kind for Crowdsourced Work in Developing Regions
- Introduction
- Model Description
- Related Work
- Evaluation
- Study 1
- Study 2
- Discussion
- Conclusion and Future Work
- References
- Tangible and Casual NFC-Enabled Mobile Games
- Introduction
- New NFC-Enabled Games and Interaction Design Patterns
- NFC Matching Game
- NFC Drum Repeat
- NFC Word Shuffle
- NFC Gem Shuffle
- NFC Shakespeare Shuffle and Nursery Rhyme Shuffle
- Enabling Casual NFC Gaming
- Evaluation
- Conclusion and Future Directions
- References
- Privacy
- Big Brother Knows Your Friends: On Privacy of Social Communities in Pervasive Networks
- Introduction
- Trial Setup
- Device Configuration
- Adversarial Model and Infrastructure
- Community Analysis
- Background
- Trial Framework
- Communities and Privacy
- Privacy Evaluation
- Inter-weight Accuracy
- Intra-weight Accuracy
- Related Work
- Conclusion and Future Work
- References
- Map-Aware Position Sharing for Location Privacy in Non-trusted Systems
- Introduction
- System Model and Problem Statement
- Position Sharing Approaches
- Basic Approach: OSPS-ASO
- Extended Approach 1: OSPS-FSO
- Extended Approach 2: CSPS
- Evaluation of Obfuscation Security
- Open Space Evaluation (OSPS-ASO vs. OSPS-FSO)
- Constrained Space Evaluation (OSPS-FSO vs. CSPS)
- Related Work
- Summary
- References
- Sense and Sensibility in a Pervasive World
- Introduction
- Motivation
- Requirements Capturing
- System Design and Deployment
- Social Event Detection System
- Sensor Deployment
- Web Interface
- User Study
- Methodology
- Recruiting Users
- Preliminary Survey
- Empirical Study
- Interviews
- Results
- Demand for Information
- Privacy Concerns
- Interacting with the System
- Discussion
- Related Work
- Conclusions
- References
- Public Displays and Services
- From School Food to Skate Parks in a Few Clicks: Using Public Displays to Bootstrap Civic Engagement of the Young
- Introduction
- Related Work
- Public Displays
- Encouraging Use
- Ubinion
- Existing Practices, Design Requirements, and Guidelines
- The Ubinion Prototype
- Field Trials
- Data Collection
- Field Trials
- Results
- Responses to the Questionnaire
- Facebook Activity
- Feedback from the YAD
- Discussion
- Effects of Social Settings
- Playful Interaction
- Public Displays for Online Communities
- Feedback Mechanisms
- Limitations
- Conclusion
- References
- Increasing Brand Attractiveness and Sales through Social Media Comments on Public Displays - Evidence from a Field Experiment in the Retail Industry
- Introduction
- Related Work and Development of Hypotheses
- Context of the Study
- Analysis I: Customer Interviews
- Mixed Method Approach and Qualitative Interview Data
- Interview Results
- Analysis II: Sales Data
- Methodology
- Experimental Results
- Discussion
- Conclusions
- References
- Automatic Description of Context-Altering Services through Observational Learning
- Introduction
- Preliminaries
- Learning Service Capabilities
- Service Execution History
- Learning Main Effects
- Learning Main Preconditions
- Learning Side Effects
- System Architecture
- Experiments and Results
- Experiments in the Smart Home Prototype
- Experiments Using Synthetic Data
- Related Work
- Conclusions and Future Work
- References
- Author Index
