Personal Analytics and Privacy. An Individual and Collective Perspective First International Workshop, PAP 2017, Held in Conjunction with ECML PKDD 2017, Skopje, Macedonia, September 18, 2017, Revised Selected Papers /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Guidotti, Riccardo (Editor), Monreale, Anna (Editor), Pedreschi, Dino (Editor), Abiteboul, Serge (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Lecture Notes in Computer Science, 10708
• Subjects: Computer science.; Computer security.; Computers.; Application software.; Computers and civilization.; Computer Science.; Information Systems and Communication Service.; Computer Appl. in Social and Behavioral Sciences.; Systems and Data Security.; Computers and Society.

This book constitutes the thoroughly refereed post-conference proceedings of the First International Workshop on Personal Analytics and Privacy, PAP 2017, held in Skopje, Macedonia, in September 2017. The 14 papers presented together with 2 invited talks in this volume were carefully reviewed and se...

Table of Contents:

• Your Privacy, My Privacy? On Leakage Risk Assessment in Online Social Networks
• From Self-Data to Self-Preferences: Towards Preference Elicitation in Personal Information Management Systems
• Assessing Privacy Risk in Retail Data.-  Differential Privacy and Neural Networks
• Co-clustering for Differentially Private Synthetic Data Generation
• Evaluating the Impact of Friends in Predicting User's Availability in Online Social Networks
•  Movement Behaviour Recognition for Water Activities
• Automatic Recognition of Public Transport Trips from Mobile Device Sensor Data and Transport Infrastructure Information
•  Guess the Movie - Linking Facebook Pages to IMDb Movies
• Research on Online Digital Cultures - Community Extraction and Analysis by Markov and k-Means Clustering
• Churn Prediction Using Dynamic RFM-Augmented Node2vec
• Multi-scale Community Detection in Temporal Networks Using Spectral Graph Wavelets
• Influence Maximization-based Event Organization on Social Networks.