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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, Revised Selected Papers: Lecture Notes in Computer Science, cartea 9546

Editat de Martin Atzmueller, Alvin Chin, Frederik Janssen, Immanuel Schweizer, Christoph Trattner
en Limba Engleză Paperback – 3 feb 2016
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.
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Specificații

ISBN-13: 9783319290089
ISBN-10: 3319290088
Pagini: 187
Ilustrații: IX, 187 p. 67 illus. in color.
Dimensiuni: 155 x 235 x 11 mm
Greutate: 0.29 kg
Ediția:1st ed. 2016
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence

Locul publicării:Cham, Switzerland

Public țintă

Research

Cuprins

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.