Smart Information Systems

Computational Intelligence for Real-Life Applications

Buch | Hardcover

XII, 372 Seiten

2015
Springer International Publishing (Verlag)
978-3-319-14177-0 (ISBN)

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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.- Twitter Sentiment Tracking for Predicting Marketing Trends.- Health Assistance for Immigrants.- Information Aggregation in an Enterprise.- Part II: Personalization and Recommendation Services.- Semantic Movie Recommendations.- News Recommendation in Real-Time.- Personalized Information Access using Semantic Knowledge.- Personalized Fashion Advice.- Gamification of Workplace Activities.- Part III: Sensor-Based Knowledge Acquisition and Signal Processing Services.- Optimization of In-House Energy Demand.- Detecting Violent Content in Hollywood Movies and User-Generated Videos.- Discovery of Driving Behavior Patterns.- Intermodal Mobility Assistance for Megacities.

Erscheint lt. Verlag	26.1.2015
Reihe/Serie	Advances in Computer Vision and Pattern Recognition
Zusatzinfo	XII, 372 p. 133 illus., 12 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	781 g
Themenwelt	Mathematik / Informatik ► Informatik ► Grafik / Design
Schlagworte	Data Analysis • Information Retrieval • knowledge extraction • machine learning • NLP • Recommender Systems • Time Series Analysis
ISBN-10	3-319-14177-5 / 3319141775
ISBN-13	978-3-319-14177-0 / 9783319141770
Zustand	Neuware