Description
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. Part I: Smart Information Aggregation Services Intelligent News Aggregator for German with Sentiment Analysis Danuta Ploch Twitter Sentiment Tracking for Predicting Marketing Trends Cagdas Esiyok and Sahin Albayrak Health Assistance for Immigrants Till Plumbaum, Funda Klein-Ellinghaus, Anna Reeske, Kristin Pelz, and Frank Hopfgartner Information Aggregation in an Enterprise Erwin Gunadi and Sahin Albayrak Part II: Personalization and Recommendation Services Semantic Movie Recommendations Andreas Lommatzsch News Recommendation in Real-Time Benjamin Kille, Andreas Lommatzsch, and Torben Brodt Personalized Information Access using Semantic Knowledge Till Plumbaum and Andreas Lommatzsch Personalized Fashion Advice Till Plumbaum and Benjamin Kille Gamification of Workplace Activities Michael Meder, Brijnesh Johannes Jain, Till Plumbaum, and Frank Hopfgartner Part III: Sensor-Based Knowledge Acquisition and Signal Processing Services Optimization of In-House Energy Demand Stephan Spiegel Detecting Violent Content in Hollywood Movies and User-Generated Videos Esra Acar, Melanie Irrgang, Dominique Maniry, and Frank Hopfgartner Discovery of Driving Behavior Patterns Stephan Spiegel Intermodal Mobility Assistance for Megacities Esra Acar, Marco Ltzenberger, and Marius Schulz
