Integrating Psychoinformatics with Ubiquitous Social Networking

Advanced Mobile-Sensing Concepts and Applications
1. Auflage 2021
ISBN: 978-3-030-68842-4
Verlag: Springer International Publishing

Buch, Englisch, 196 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 341 g

Reihe: T-Labs Series in Telecommunication Services

This book deepens the understanding of people through smartphone data obtained via mobile sensing and applies psychological insights for social networking applications. The author first introduces TYDR, an application for researching smartphone data and user personality. A novel, structured privacy model for mobile sensing applications is developed and the obtained empirical results help researchers gauge what data they can expect users to share in daily-life studies. The new research findings, the concept of mobile sensing, and psychological insights about the formation and structure of real-life social networks are integrated into the field of social networking. Finally, for this novel integration, the author presents concepts, decentralized software architectures, and fully realized prototypes that recommend new contacts, media, and locations to individual users and groups of users.

Zielgruppe

Research

Autoren/Hrsg.

Beierle, Felix

Fachgebiete

• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

Chapter 1. Introduction.- Part I. Mobile Sensing and Personality.- Chapter 2. Overview.- Chapter 3. Related Work.- Chapter 4. TYDR – Track Your Daily Routine.- Chapter 5. Smartphone Usage Frequency and Duration in Relation to Personality Traits.- Chapter 6. Interim Conclusions for Part I: Privacy-aware Mobile Sensing in Psychoinformatics.- Part II. Mobile Sensing in Ubiquitous Social Networking.- Chapter 7. Overview.- Chapter 8. Related Work.- Chapter 9. SimCon – A Concept for Contact Recommendations.- Chapter 10. Similarity Estimation.- Chapter 11. MobRec – Mobile Platform for Decentralized Recommender Systems.- Chapter 12. GroupMusic – Recommender System for Groups.- Chapter 13. Interim Conclusions for Part II: Advancing Ubiquitous Social Networking Through Mobile Sensing.- Part III. Conclusions and Outlook.- Chapter 14. Conclusions.- Chapter 15. Outlook.

Über Autor(innen)

Felix Beierle received an M.A. degree in media studies and American studies from the University of Marburg in 2009, an M.Sc. degree in computer science from the University of Hagen in 2014, and a Ph.D. in computer science from Technische Universität Berlin in 2020. His research interests include ubiquitous computing, mHealth, social networking, and recommender systems. He currently is a postdoc with the Service-centric Networking group at Technische Universität Berlin and Telekom Innovation Laboratories in Berlin, Germany.