Smart Information Systems (eBook)

Computational Intelligence for Real-Life Applications

Frank Hopfgartner (Herausgeber)

eBook Download: PDF

2015 | 2015
XII, 372 Seiten
Springer International Publishing (Verlag)
978-3-319-14178-7 (ISBN)

Infos

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.

Inhalt

Part I: Smart Information Aggregation ServicesIntelligent News Aggregator for German with Sentiment AnalysisDanuta PlochTwitter Sentiment Tracking for Predicting Marketing TrendsCagdas Esiyok and Sahin AlbayrakHealth Assistance for ImmigrantsTill Plumbaum, Funda Klein-Ellinghaus, Anna Reeske, Kristin Pelz, and Frank HopfgartnerInformation Aggregation in an EnterpriseErwin Gunadi and Sahin AlbayrakPart II: Personalization and Recommendation ServicesSemantic Movie RecommendationsAndreas LommatzschNews Recommendation in Real-TimeBenjamin Kille, Andreas Lommatzsch, and Torben BrodtPersonalized Information Access using Semantic KnowledgeTill Plumbaum and Andreas LommatzschPersonalized Fashion AdviceTill Plumbaum and Benjamin KilleGamification of Workplace ActivitiesMichael Meder, Brijnesh Johannes Jain, Till Plumbaum, and Frank HopfgartnerPart III: Sensor-Based Knowledge Acquisition and Signal Processing ServicesOptimization of In-House Energy DemandStephan SpiegelDetecting Violent Content in Hollywood Movies and User-Generated VideosEsra Acar, Melanie Irrgang, Dominique Maniry, and Frank HopfgartnerDiscovery of Driving Behavior PatternsStephan SpiegelIntermodal Mobility Assistance for MegacitiesEsra Acar, Marco Lützenberger, and Marius Schulz

Produkt-Details

• Erscheint lt. Verlag: 14.1.2015
• Reihe/Serie: Advances in Computer Vision and Pattern Recognition
• Reihe/Serie: Advances in Computer Vision and Pattern Recognition
• Zusatzinfo: XII, 372 p. 133 illus., 12 illus. in color.
• Verlagsort: Cham
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik ► Datenbanken
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Wirtschaft ► Betriebswirtschaft / Management ► Wirtschaftsinformatik
• Schlagworte: Data Analysis • Information Retrieval • knowledge extraction • machine learning • NLP • Recommender Systems • Time Series Analysis
• ISBN-10: 3-319-14178-3 / 3319141783
• ISBN-13: 978-3-319-14178-7 / 9783319141787