CEUR-WS.org/Vol-1521 - Mining Ubiquitous and Social Environments (MUSE) 2015

MUSE 2015
Mining Ubiquitous and Social Environments

Proceedings of the 6th International Workshop on Mining Ubiquitous and Social Environments (MUSE 2015)
co-located with the 26th European Conference on Machine Learning / 19th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015)

Porto, Portugal, September 7, 2015.

Edited by

University of Kassel

GESIS - Leibniz Institute for the Social Sciences

Preface

Session 1: Introduction

Multidimensional Network Analysis: Models, Analytics, Applications (invited presentation) 1
Michele Berlingerio
Named Entity Recognition from Scratch on Social Media 2-17
Kezban Dilek Kisa, Pinar Karagoz

Session 2: Ubiquitous Social Media Analytics

Listener-aware Music Search and Recommendation (invited presentation) 18
Markus Schedl
Adaptive Class Association Rule Mining for Human Activity Recognition 19-34
Martin Atzmueller, Mark Kibanov, Naveed Hayat, Matthias Trojahn, Dennis Kroll
Evidence of Temporal Artifacts in Social Networks 35-42
Matt Revelle, Carlotta Domeniconi, Aditya Johri

Session 3: Scalable Big Data Analytics

Scalable Bayesian Matrix Factorization 43-54
Avijit Saha, Rishabh Misra, Balaraman Ravindran
Mining Big Data Streams with Apache SAMOA (invited presentation) 55
Albert Bifet

2015-12-11: submitted by Martin Atzmueller, Florian Lemmerich, metadata incl. bibliographic data published under Creative Commons CC0
2015-12-11: published on CEUR-WS.org |valid HTML5|

MUSE 2015
Mining Ubiquitous and Social Environments

Proceedings of the 6th International Workshop on Mining Ubiquitous and Social Environments (MUSE 2015)
co-located with the 26th European Conference on Machine Learning / 19th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015)

Porto, Portugal, September 7, 2015.

Martin Atzmueller *
Florian Lemmerich **

Table of Contents

Session 1: Introduction

Session 2: Ubiquitous Social Media Analytics

Session 3: Scalable Big Data Analytics

MUSE 2015 Mining Ubiquitous and Social Environments

Proceedings of the 6th International Workshop on Mining Ubiquitous and Social Environments (MUSE 2015) co-located with the 26th European Conference on Machine Learning / 19th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015)

Porto, Portugal, September 7, 2015.

Martin Atzmueller * Florian Lemmerich **

Table of Contents

Session 1: Introduction

Session 2: Ubiquitous Social Media Analytics

Session 3: Scalable Big Data Analytics

MUSE 2015
Mining Ubiquitous and Social Environments

Proceedings of the 6th International Workshop on Mining Ubiquitous and Social Environments (MUSE 2015)
co-located with the 26th European Conference on Machine Learning / 19th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015)

Martin Atzmueller *
Florian Lemmerich **