This text presents an overview of smart information systems for both the private and public sector, highlighting the research questions that can be studied by applying computational intelligence. The book demonstrates how to transform raw data into effective smart information services, covering the challenges and potential of this approach. Each chapter describes the algorithms, tools, measures and evaluations used to answer important questions. This is then further illustrated by a diverse selection of case studies reflecting genuine problems faced by SMEs, multinational manufacturers, service companies, and the public sector. Features: provides a state-of-the-art introduction to the field, integrating contributions from both academia and industry; reviews novel information aggregation services; discusses personalization and recommendation systems; examines sensor-based knowledge acquisition services, describing how the analysis of sensor data can be used to provide a clear picture of our world.

InhaltsangabePart I: Smart Information Aggregation ServicesIntelligent News Aggregator for German with Sentiment Analysis Danuta PlochTwitter Sentiment Tracking for Predicting Marketing Trends Cagdas Esiyok and Sahin AlbayrakHealth Assistance for Immigrants Till Plumbaum, Funda Klein-Ellinghaus, Anna Reeske, Kristin Pelz, and Frank HopfgartnerInformation Aggregation in an Enterprise Erwin Gunadi and Sahin AlbayrakPart II: Personalization and Recommendation ServicesSemantic Movie Recommendations Andreas LommatzschNews Recommendation in Real-Time Benjamin Kille, Andreas Lommatzsch, and Torben BrodtPersonalized Information Access using Semantic Knowledge Till Plumbaum and Andreas LommatzschPersonalized Fashion Advice Till Plumbaum and Benjamin KilleGamification of Workplace Activities Michael Meder, Brijnesh Johannes Jain, Till Plumbaum, and Frank HopfgartnerPart III: Sensor-Based Knowledge Acquisition and Signal Processing ServicesOptimization of In-House Energy Demand Stephan SpiegelDetecting Violent Content in Hollywood Movies and User-Generated Videos Esra Acar, Melanie Irrgang, Dominique Maniry, and Frank HopfgartnerDiscovery of Driving Behavior Patterns Stephan SpiegelIntermodal Mobility Assistance for Megacities Esra Acar, Marco Lützenberger, and Marius Schulz