LWA 2015
LWA 2015 Workshops: KDML, FGWM, IR, FGDB

Table of Contents

• Preface
  
  

KEYNOTES

• Bias in the Social Web 6
  Steffen Staab
• Fast Multimedia Stream Data Mining 7
  Thomas Seidl
• Scalable Cloud Data Management With Polyglot Persistence 8
  Norbert Ritter
• Digital Research Infrastructures for the Humanities Approaches and Challenges for Retrieval Applications 9
  Andreas Henrich

Joint Sessions

• PubRec: Recommending Publications Based on Publicly Available Meta-Data 11-18
  Anas Alzoghbi, Victor Anthony Arrascue Ayala, Peter M. Fischer, Georg Lausen
• Reality is not a Game! Extracting Semantics From Unconstrained Navigation on Wikipedia 19
  Thomas Niebler, Daniel Schlör, Martin Becker, Andreas Hotho
• Formalization and Preliminary Evaluation of a Pipeline for Text Extraction From Infographics 20-31
  Falk Böschen, Ansgar Scherp
• Multiple-Resolution Stream Clustering Using Graph Maintenance 32
  Marwan Hassani, Pascal Spaus, Thomas Seidl
• Faceted Search for Mathematics 33-44
  Radu Hambasan, Michael Kohlhase
• Effiziente Integration von Data- und Graph-Mining-Algorithmen in relationale Datenbanksysteme 45-49
  Manuel Then, Linnea Passing, Nina Hubig, Stephan Günnemann, Alfons Kemper, Thomas Neumann

KDML: Workshop on Knowledge Discovery, Data Mining and Machine Learning

• Fast Description-Oriented Community Detection Using Subgroup Discovery 51
  Martin Atzmueller, Stephan Doerfel, Folke Mitzlaff
• Automatic Threshold Calculation for the Categorical Distance Measure ConDist 52-63
  Markus Ring, Dieter Landes, Andreas Hotho
• Media Bias in German Online Newspapers 64
  Alexander Dallmann, Florian Lemmerich, Daniel Zoller, Andreas Hotho
• Development of an Automatic Pollen Classification System Using Shape, Texture and Aperture Features 65-74
  Celeste Chudyk, Hugo Castaneda, Romain Leger, Islem Yahiaoui, Frank Boochs
• Automatic Identification of Multipage News: A Machine Learning Approach 75
  Pashutan Modaresi
• Big Data Science Architecture for Continuous Technology Transfer From Research to Industry Operations 76
  Richard A. E. Leibrandt
• IbmdbPy: Accelerating Python Analytics by In-Database Processing 77
  Edouard Fouché, Michael Wurst
• Deploying Machine Learning at Web Scale 78
  Christoph Schmitz
• Random Tournaments: Who Plays With Whom and How Many Times? 79
  Adil Paul, Róbert Busa-Fekete, Eyke Hüllermeier
• Improving Multi-Label Classification by Means of Cross-Ontology Association Rules 80-91
  Fernando Benites, Elena Sapozhnikova
• Impact of Warping vs Smoothing for Time Series Similarity 92
  Frank Höppner
• In-Stream Frequent Itemset Mining With Output Proportional Memory Footprint 93-104
  Daniel Trabold, Mario Boley, Michael Mock, Tamas Horváth
• Linearizing Belief Propagation for Efficient Label Propagation 105
  Stephan Günnemann
• Online F-Measure Optimization 106
  Róbert Busa-Fekete, Balázs Szörényi, Krzysztof Dembczyński, Eyke Hüllermeier
• Probabilistic Frequent Subtree Kernels 107
  Pascal Welke, Tamás Horváth, Stefan Wrobel
• Simulated Annealing With Parameter Tuning for Wind Turbine Placement Optimization 108-119
  Daniel Lückehe, Oliver Kramer, Manfred Weisensee
• Analyzing Geo-Spatial Trails: Visualizing and Comparing Movement Hypotheses 120
  Martin Becker, Philipp Singer, Florian Lemmerich, Andreas Hotho, Denis Helic, Markus Strohmaier
• On the Challenges of Real World Data in Predictive Maintenance Scenarios: A Railway Application 121-132
  Sebastian Kauschke, Frederik Janssen, Immanuel Schweizer
• k-Maxoids Clustering 133-144
  Christian Bauckhage, Rafet Sifa
• An Adaptive Grid Segmentation Algorithm for Mountain Silhouette Extraction from Images 145
  Daniel Braun, Michael Singhof, Stefan Conrad
• An In-Database Rough Set Toolkit 146-157
  Frank Beer, Ulrich Bühler

Poster Presentations

• Resolving Unclassifiable Regions in Multilabel Classification by Fuzzy Support Vector Machines 158
  Shigeo Abe
• Mining Sequential Patterns of Event Streams in a Smart Home Application 159-170
  Marwan Hassani, Christian Beecks, Daniel Töws, Thomas Seidl
• Comparing Prediction Models for Active Learning in Recommender Systems 171-180
  Rasoul Karimi, Christoph Freudenthaler, Alexandros Nanopoulos, Lars Schmidt-Thieme
• A Novel Kernelized Classifier Based on the Combination of Partially Global and Local Characteristics 181-192
  Riadh Ksantini, Raouf Gharbi
• New Graph Regularized Sparse Coding Improving Automatic Image Annotation 193-204
  Céline Rabouy, Sébastien Paris, Hervé Glotin
• Anomaly and Event Detection for Unsupervised Athlete Performance Data 205-217
  Jim O'Donoghue, Mark Roantree, Bryan Cullen, Niall Moyna, Conor O Sullivan, Andrew McCarren

FGWM: Workshop on Knowledge Management

• Effectiveness of Role Plays on Process-Oriented Behaviour in Daily Work Practices: An Analysis in the Financial Services Sector 219
  Michael Leyer, Ann-Kathrin Hirzel, Jürgen Moormann
• Relational Presentations Using Semantic Closeness Spatial Narrative for Mathematical Content 220
  Naomi Pentrel, Michael Kohlhase
• iClass - Applying Multiple Multi-Class Machine Learning Classifiers Combined With Expert Knowledge to Roper Center Survey Data 221-229
  Marmar Moussa, Marc Maynard
• A Pattern-Based Approach to Transform Natural Text From Laws Into Compliance Controls in the Food Industry 230-238
  Andrea Zasada, Michael Fellmann
• Subgroup Discovery as a Method for Generating Test Ontologies 239-246
  Daniel Knoell, Constantin Rieder, Martin Atzmueller, Klaus Peter Scherer
• POQL: A New Query Language for Process-Oriented Case-Based Reasoning 247-255
  Gilbert Müller, Ralph Bergmann
• Dependencies Between Knowledge for the Case Factory Maintenance Approach 256-263
  Pascal Reuss, Klaus-Dieter Althoff
• On the Semantification of 5-Star Technical Documentation 264-271
  Sebastian Furth, Joachim Baumeister
• A Framework for Using Social Media Channels in Knowledge Exchange With Customers 272-278
  Susanne Durst, Michael Leyer
• Wissensmanagement in volatilen und temporären Organisationen 279-286
  Andreas Korger
• Towards Cross-Layer Monitoring of Cloud workflows 287
  Eric Kübler, Mirjam Minor
• Towards Context-Aware Technical Service 288-295
  Alexander Legler, Joachim Baumeister
• Importing the OEIS Library Into OMDoc 296-303
  Enxhell Luzhnica, Mihnea Iancu, Michael Kohlhase
• Entwicklung einer Balanced-Scorecard zur Nutzenbewertung eines Lehr-Lern-Portals für die wissenschaftliche Weiterbildung 304-315
  Dirk Stamer, Kurt Sandkuhl, Ulrike Borchardt, Felix Timm
• Konzeption und Realisierung eines Portals für nicht-traditionelle Studienformate einer Universität 316-329
  Kurt Sandkuhl, Dirk Stamer, Ulrike Borchardt, Felix Timm

Poster Presentations

• Flexible Process-Aware Information Systems Deficiency Management in Construction 330-338
  Sarah Gessinger, Ralph Bergmann

IR: Workshop on Information Retrieval

• Introducing a Gamification Approach for Enhancing Web Search Literacy 340-347
  Ioannis Karatassis, Sebastian Dungs
• A Machine Learning Framework to Detect and Document Text-Based Cyberstalking 348-355
  Zinnar Ghasem, Ingo Frommholz, Carsten Maple
• Optimierung von Analytischen Abfragen über Statistical Linked Data mit MapReduce 356-360
  Sébastien Jelsch, Benedikt Kämpgen, Stefan Igel
• Company Search - When Documents are Only Second Class Citizens 361-368
  Daniel Blank, Sebastian Boosz, Andreas Henrich
• Similarity-Based Cross-Media Retrieval for Events 369-372
  Piroska Lendvai, Thierry Declerck
• How to Stay Up-To-Date on Twitter With General Keywords 373-381
  Mandy Roick, Maximilian Jenders, Ralf Krestel
• A New Approach for Selecting Informative Features For Text Classification 382-389
  Zinnar Ghasem, Ingo Frommholz, Carsten Maple

FGDB: Workshop on Database Systems - Database Support for Big Data Applications

• Towards Programmability of a NUMA-Aware Storage Engine 391-402
  Dirk Habich, Johannes Schad, Thomas Kissinger, Wolfgang Lehner
• Die Apache Flink Plattform zur parallelen Analyse von Datenströmen und Stapeldaten 403-408
  Jonas Traub, Tilmann Rabl, Fabian Hueske, Till Rohrmann, Volker Markl
• The GOBIA Method: Towards Goal-Oriented Business Intelligence Architectures 409-418
  David Fekete, Gottfried Vossen
• Data Quality Adjustments for Pricing on Data Marketplaces 419-421
  Florian Stahl, Gottfried Vossen
• Polyglot Database Architectures = Polyglot Challenges 422-426
  Lena Wiese
• Visualisierung von NoSQL-Transformationen unter der Verwendung von Sampling-Techniken 427-438
  Stefan Braun, Johannes Schildgen, Stefan Deßloch
• Kontrolliertes Schema-Evolutionsmanagement für NoSQL-Datenbanksysteme 439-443
  Uta Störl, Meike Klettke, Stefanie Scherzinger
• Exploiting Social Judgements in Big Data Analytics 444-455
  Christoph Lofi, Philipp Wille