Data Management in Pervasive Systems

Softcover Nachdruck of the original 1. Auflage 2015
ISBN: 978-3-319-37265-5
Verlag: Springer International Publishing

Buch, Englisch, 366 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 5854 g

Reihe: Data-Centric Systems and Applications

This book contributes to illustrating the methodological and technological issues of data management in Pervasive Systems by using the DataBenc project as the running case study for a variety of research contributions: sensor data management, user-originated data operation and reasoning, multimedia data management, data analytics and reasoning for event detection and decision making, context modelling and control, automatic data and service tailoring for personalization and recommendation.
The book is organized into the following main parts: i) multimedia information management; ii) sensor data streams and storage; iii) social networks as information sources; iv) context awareness and personalization. The case study is used throughout the book as a reference example.

Zielgruppe

Research

Autoren/Hrsg.

Colace, Francesco

De Santo, Massimo

Tanca, Letizia

Moscato, Vincenzo

Picariello, Antonio

Schreiber, Fabio A.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Ambient Intelligence, RFID, Internet der Dinge

Inhaltsverzeichnis

Part I Preliminaries and relevant related topics.- 1 The Internet of Things and value co-creation in a Service Dominant logic perspective.- 2 Pervasive Systems Architecture and the main related technologies.- 3 Privacy in Pervasive Systems: Social and Legal Aspects and Technical Solutions.- Part II Sensors, data streams and storage.- 4 Sensors and Wireless Sensor Networks as data sources: models and languages.- 5 Data Streams and Data Stream Management Systems and Languages.- 6 The Complex Event Processing Paradigm.- 7 Applying Semantic Interoperability Principles to Data Stream Management.- Part III Social networks as information sources.- 8 Multimedia Social Networks for Cultural Heritage Applications: the GIVAS project.- 9 Sentiment Detection in Social Networks using semantic analysis: a tool for sentiment analysis and its application in Cultural Heritage realm.- 10 Security and Privacy Issues in Social Networks.- Part IV Context awareness and personalization.- 11 Data Personalization.- 12 Context Awareness in Pervasive Information Management.- 13 Context Awareness in Mobile Systems.- Part V Multimedia information management.- 14 Content-Based Multimedia Retrieval.- 15 Multimedia Queries in Digital Libraries.- 16 Multimedia Recommendation and Delivery strategies.- Part VI Application to the DATABENC case study.- 17 PATCH: a Portable context-aware Atlas for browsing Cultural Heritage.