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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

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Riccardo Guidotti

    1. KDDLab, ISTI-CNR, Pisa, Italy

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  2. Anna Monreale

    1. KDDLab, University of Pisa, Pisa, Italy

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  3. Dino Pedreschi

    1. KDDLab, University of Pisa, Pisa, Italy

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  4. Serge Abiteboul

    1. Inria, École Normale Supérieure, Paris, France

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10708)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: PAP 2017.

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Table of contents (13 papers)

  1. Front Matter

    Pages I-XXIV
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  2. Privacy on Personal Data Based Applications

    1. Front Matter

      Pages 1-1
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    2. Your Privacy, My Privacy? On Leakage Risk Assessment in Online Social Networks

      • Ruggero Gaetano Pensa, Livio Bioglio
      Pages 3-9

    3. From Self-data to Self-preferences: Towards Preference Elicitation in Personal Information Management Systems

      • Tristan Allard, Tassadit Bouadi, Joris Duguépéroux, Virginie Sans
      Pages 10-16

    4. Assessing Privacy Risk in Retail Data

      • Roberto Pellungrini, Francesca Pratesi, Luca Pappalardo
      Pages 17-22

    5. Differential Privacy and Neural Networks: A Preliminary Analysis

      • Giuseppe Manco, Giuseppe Pirrò
      Pages 23-35

    6. Co-clustering for Differentially Private Synthetic Data Generation

      • Tarek Benkhelif, Françoise Fessant, Fabrice Clérot, Guillaume Raschia
      Pages 36-47

  3. Personal Analytics: An Individual and Collective Perspective

    1. Front Matter

      Pages 49-49
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    2. Evaluating the Impact of Friends in Predicting User’s Availability in Online Social Networks

      • Andrea De Salve, Paolo Mori, Laura Ricci
      Pages 51-63

    3. Movement Behaviour Recognition for Water Activities

      • Mirco Nanni, Roberto Trasarti, Fosca Giannotti
      Pages 64-75

    4. Automatic Recognition of Public Transport Trips from Mobile Device Sensor Data and Transport Infrastructure Information

      • Mikko Rinne, Mehrdad Bagheri, Tuukka Tolvanen, Jaakko Hollmén
      Pages 76-97

    5. Guess the Movie - Linking Facebook Pages to IMDb Movies

      • Paolo Fornacciari, Barbara Guidi, Monica Mordonini, Jacopo Orlandini, Laura Sani, Michele Tomaiuolo
      Pages 98-109

    6. Research on Online Digital Cultures - Community Extraction and Analysis by Markov and k-Means Clustering

      • Giles Greenway, Tobias Blanke, Mark Cote, Jennifer Pybus
      Pages 110-121

    7. Churn Prediction Using Dynamic RFM-Augmented Node2vec

      • Sandra Mitrović, Bart Baesens, Wilfried Lemahieu, Jochen De Weerdt
      Pages 122-138

    8. Multi-scale Community Detection in Temporal Networks Using Spectral Graph Wavelets

      • Zhana Kuncheva, Giovanni Montana
      Pages 139-154

    9. Influence Maximization-Based Event Organization on Social Networks

      • Cheng-Te Li
      Pages 155-158

  4. Back Matter

    Pages 159-159
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  1. Personal Analytics and Privacy. An Individual and Collective Perspective

Keywords

About this book

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 selected for inclusion in this book and handle topics such as personal analytics, personal data mining and privacy in the context where real individual data are used for developing a data-driven service, for realizing a social study aimed at understanding nowadays society, and for publication purposes.

Editors and Affiliations

  • KDDLab, ISTI-CNR, Pisa, Italy

    Riccardo Guidotti

  • KDDLab, University of Pisa, Pisa, Italy

    Anna Monreale, Dino Pedreschi

  • Inria, École Normale Supérieure, Paris, France

    Serge Abiteboul

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