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 L

Atzmueller, Martin (EDT)/ Chin, Alvin (EDT)/ Janssen, Frederik (EDT)

Springer International Publishing AG（2016/02発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 187 p.
• 言語 ENG
• 商品コード 9783319290089
• DDC分類 006.312

Full Description

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.

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.