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
by
Atzmueller, Martin. editor.
Title
:
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
Author
:
Atzmueller, Martin. editor.
ISBN
:
9783319290096
Edition
:
1st ed. 2016.
Physical Description
:
IX, 187 p. 67 illus. in color. online resource.
Series
:
Lecture Notes in Artificial Intelligence ; 9546
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.
Abstract
:
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.
Subject Term
:
Artificial intelligence.
Information storage and retrieva.
Data mining.
Database management.
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
Information Storage and Retrieval. http://scigraph.springernature.com/things/product-market-codes/I18032
Data Mining and Knowledge Discovery. http://scigraph.springernature.com/things/product-market-codes/I18030
Database Management. http://scigraph.springernature.com/things/product-market-codes/I18024
Information Systems Applications (incl. Internet). http://scigraph.springernature.com/things/product-market-codes/I18040
Added Author
:
Atzmueller, Martin.
Chin, Alvin.
Janssen, Frederik.
Schweizer, Immanuel.
Trattner, Christoph.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
| Library | Material Type | Item Barcode | Shelf Number | Status |
|---|
| IYTE Library | E-Book | 2085638-1001 | Q334 -342 | Online Springer |