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Big Data Analytics in the Social and Ubiquitous Context [electronic resource] : 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 / edited by Martin Atzmueller, Alvin Chin, Frederik Janssen, Immanuel Schweizer, Christoph Trattner.

Contributor(s): Atzmueller, Martin [editor.] | Chin, Alvin [editor.] | Janssen, Frederik [editor.] | Schweizer, Immanuel [editor.] | Trattner, Christoph [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 9546Publisher: Cham : Springer International Publishing : Imprint: Springer, 2016Edition: 1st ed. 2016.Description: IX, 187 p. 67 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319290096.Subject(s): Computer science | Database management | Data mining | Information storage and retrieval | Artificial intelligence | Computer Science | Artificial Intelligence (incl. Robotics) | Information Storage and Retrieval | Data Mining and Knowledge Discovery | Database Management | Information Systems Applications (incl. Internet)Additional physical formats: Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
Using Wikipedia for Cross-language Named Entity Recognition -- On the Predictive Power of Web Intelligence and Social Media -- A Latent Space Analysis of Editor Lifecycles in Wikipedia -- On Spatial Measures of Geographic Relevance for Geotagged Social Media Content -- Formation and Temporal Evolution of Social Groups During Coffee Breaks -- A Habit Detection Algorithm (HDA) for Discovering Recurrent Patterns in Smart Meter Time Series -- RoADS: A road pavement monitoring system for anomaly detection using smart phones -- Mining ticketing logs for usage characterization with nonnegative matrix factorization -- Context-Aware Location Prediction.
In: Springer eBooksSummary: The 9 papers presented in this book are revised and significantly extended versions of papers submitted to three related workshops: The 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and the First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, which were held on September 15, 2014, in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2014) in Nancy, France; and the 5th International Workshop on Modeling Social Media (MSM 2014) that was held on April 8, 2014 in conjunction with ACM WWW in Seoul, Korea.
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Using Wikipedia for Cross-language Named Entity Recognition -- On the Predictive Power of Web Intelligence and Social Media -- A Latent Space Analysis of Editor Lifecycles in Wikipedia -- On Spatial Measures of Geographic Relevance for Geotagged Social Media Content -- Formation and Temporal Evolution of Social Groups During Coffee Breaks -- A Habit Detection Algorithm (HDA) for Discovering Recurrent Patterns in Smart Meter Time Series -- RoADS: A road pavement monitoring system for anomaly detection using smart phones -- Mining ticketing logs for usage characterization with nonnegative matrix factorization -- Context-Aware Location Prediction.

The 9 papers presented in this book are revised and significantly extended versions of papers submitted to three related workshops: The 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and the First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, which were held on September 15, 2014, in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2014) in Nancy, France; and the 5th International Workshop on Modeling Social Media (MSM 2014) that was held on April 8, 2014 in conjunction with ACM WWW in Seoul, Korea.

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