Big Data Analytics in the Social and Ubiquitous Context

5th International Workshop on Modeling Social Media, MSM 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, Rev
Herausgegeben:Atzmueller, Martin; Chin, Alvin; Janssen, Frederik; Schweizer, Immanuel; Trattner, Christoph

• Broschiertes Buch

Produktbeschreibung

The 9 papers presented in this book arerevised and significantly extended versions of papers submitted to threerelated workshops:

The 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE2014, and the First International Workshop on Machine Learning for Urban SensorData, SenseML 2014, which were held on September 15, 2014, in conjunction withthe European Conference on Machine Learning and Principles and Practice ofKnowledge Discovery in Databases (ECML-PKDD 2014) in Nancy, France; and the 5thInternational Workshop on Modeling Social Media (MSM 2014) that was held onApril 8, 2014 in conjunction with ACM WWW in Seoul, Korea.

Produktdetails

• Lecture Notes in Computer Science 9546
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-319-29008-9
• 1st ed. 2016
• Seitenzahl: 200
• Erscheinungstermin: 3. Februar 2016
• Englisch
• Abmessung: 235mm x 155mm x 12mm
• Gewicht: 312g
• ISBN-13: 9783319290089
• ISBN-10: 3319290088
• Artikelnr.: 44247509

Inhaltsangabe

Using Wikipedia for Cross-language Named EntityRecognition.- On the Predictive Power of Web Intelligence and Social Media.- ALatent Space Analysis of Editor Lifecycles in Wikipedia.- On Spatial Measuresof Geographic Relevance for Geotagged Social Media Content.- Formation andTemporal Evolution of Social Groups During Coffee Breaks.- A Habit DetectionAlgorithm (HDA) for Discovering Recurrent Patterns in Smart Meter Time Series.-RoADS: A road pavement monitoring system for anomaly detection using smartphones.- Mining ticketing logs for usage characterization with nonnegative matrixfactorization.- Context-Aware Location Prediction.