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Record Nr. |
UNISA996466423103316 |
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Titolo |
Personal Analytics and Privacy. An Individual and Collective Perspective [[electronic resource] ] : First International Workshop, PAP 2017, Held in Conjunction with ECML PKDD 2017, Skopje, Macedonia, September 18, 2017, Revised Selected Papers / / edited by Riccardo Guidotti, Anna Monreale, Dino Pedreschi, Serge Abiteboul |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
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ISBN |
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Edizione |
[1st ed. 2017.] |
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Descrizione fisica |
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1 online resource (XXIV, 159 p. 37 illus.) |
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Collana |
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Information Systems and Applications, incl. Internet/Web, and HCI ; ; 10708 |
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Disciplina |
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Soggetti |
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Computers |
Application software |
Computer security |
Computers and civilization |
Information Systems and Communication Service |
Computer Appl. in Social and Behavioral Sciences |
Systems and Data Security |
Computers and Society |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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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 |
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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. |
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Sommario/riassunto |
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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. |
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