Table of Contents

• Preface
  
  

Keynote Talks

• Interdisciplinary Machine Learning 6
  Ulf Brefeld
• Analytics Applied: Current Market Trends and Case Studies 7
  Carsten Dolch
• Mathematical Knowledge Management and Information Retrieval: Transcending the One-Brain-Barrier 8
  Michael Kohlhase

The joint Session

• Landmark Recognition: State-of-the-Art Methods in a Large-Scale Scenario 10-17
  Magdalena Rischka, Stefan Conrad
• Evaluating Assumptions about Social Tagging - A Study of User Behavior in BibSonomy 18-19
  Stephan Doerfel, Daniel Zoller, Philipp Singer, Thomas Niebler, Andreas Hotho, Markus Strohmaier
• Maintenance of Distributed Case-Based Reasoning Systems in a Multi-Agent System 20-30
  Pascal Reuss, Klaus-Dieter Althoff

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

Ranking and Recommendations

• Dyad Ranking Using a Bilinear Plackett-Luce Model 32-33
  Dirk Schäfer, Eyke Hüllermeier
• Improved Questionnaire Trees for Active Learning in Recommender Systems 34-44
  Rasoul Karimi, Alexandros Nanopoulos, Lars Schmidt-Thieme
• Archetypal Game Recommender Systems 45-56
  Rafet Sifa, Christian Bauckhage, Anders Drachen
• Preference Learning from Annotated Game Databases 57-68
  Christian Wirth, Johannes Fürnkranz

Applications

• Deriving the Employee-Perceived Application Quality in Enterprise IT Infrastructures using Information from Ticketing Systems 69-70
  Susanna Schwarzmann, Thomas Zinner, Matthias Hirth
• Learning to Predict Component Failures in Trains 71-82
  Sebastian Kauschke, Immanuel Schweizer, Michael Fiebrig, Frederik Janssen
• Route Planning with Real-Time Traffic Predictions 83-94
  Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik
• Integrating Input from Human Experts into Prototype-Based Classifier Learning 95-106
  Petra Perner

Subspaces, Graphs and Graphical Models

• Efficient Identification of Subspaces with Small but Substantive Clusters in Noisy Datasets 107-108
  Frank Höppner
• Subspace Search for Community Detection and Community Outlier Mining in Attributed Graphs 109-110
  Emmanuel Müller
• Vertex Similarity - A Basic Framework for Matching Geometric Graphs 111-122
  Ayser Armiti, Michael Gertz
• Towards an Integer Approximation of Undirected Graphical Models 123-124
  Nico Piatkowski, Katharina Morik

Short Paper Session

• A Purely Geometric Approach to Non-Negative Matrix Factorization 125-136
  Christian Bauckhage
• Learning Spatial Interest Regions from Videos to Inform Action Recognition in Still Images 137-147
  Abdalrahman Eweiwi, Shahzad Cheema, Christian Bauckhage
• Demonstration von thematischen Frames im TopicExplorer-System 148-149
  Alexander Hinneburg, Frank Rosner, Stefan Peßler, Christian Oberländer
• Using Semantic Data Mining for Classification Improvement and Knowledge Extraction 150-155
  Fernando Benites, Elena Sapozhnikova
• Discovering Periodic Patterns in System Logs 156-161
  Marcin Zimniak, Janusz Getta, Wolfgang Benn

Text Mining and Social Media

• On the Predictability of Talk Attendance at Academic Conferences 162-163
  Christoph Scholz, Jens Illig, Martin Atzmueller, Gerd Stumme
• Identifying and Analyzing Researchers on Twitter 164-165
  Asmelash Teka Hadgu, Robert Jäschke
• Evaluation des Konfigurationsraumes von Kohärenzmaßen für Thememodelle 166-167
  Michael Röder, Andreas Both, Alexander Hinneburg
• Contextual Entity Resolution Approach for Genealogical Data 168-179
  Hossein Rahmani, Bijan Ranjbar-Sahraei, Gerhard Weiss, Karl Tuyls

Patterns and Evaluation

• ROCsearch --- An ROC-Guided Search Strategy for Subgroup Discovery 180
  Marvin Meeng, Wouter Duivesteijn, Arno Knobbe
• SHrimp: Descriptive Patterns in a Tree 181-192
  Sibylle Hess, Nico Piatkowski, Katharina Morik
• Novel Criteria to Measure Performance of Time Series Segmentation Techniques 193-204
  Andre Gensler, Bernhard Sick
• Mining Implications From Data 205-216
  Ahcene Boubekki, Daniel Bengs

IR: Workshop on Information Retrieval

Information Retrieval I

• Named Entity Recognition from Tweets 218-225
  Ayan Bandyopadhyay, Dwaipayan Roy, Mandar Mitra, Sanjoy Saha
• On the Stability of Signature-Based Distance Functions for Content-Based Image Retrieval 226
  Christian Beecks, Steffen Kirchhoff, Thomas Seidl

Information Retrieval II

• Finding the Right Experts and Learning to Rank Them by Relevance: Evaluation of a Semi-Automatically Generated Ranking Function 227-234
  Felix Beierle, Felix Engel, Matthias Hemmje
• A Comparison of Search Engine Technologies for a Clinical Data Warehouse 235-242
  Georg Dietrich, Georg Fette, Frank Puppe

Information Retrieval III

• Is Evaluating Visual Search Interfaces in Digital Libraries Still an Issue? 243-252
  Wilko van Hoek, Philipp Mayr
• IIRpanel – An Online Access Panel for Interactive Information Retrieval Research 253-256
  Dagmar Kern, Peter Mutschke, Philipp Mayr
• Towards Ambient Search 257-259
  Stephan Radeck-Arneth, Chris Biemann, Dirk Schnelle-Walka

FGWM: Workshop of the “Fachgruppe Wissensmanagement” (SIG Knowledge Management)

Keynote Talk

• Case-Based Reasoning in the Cloud 261-262
  Mirjam Minor

Case-Based Reasoning

• Workflow Streams: A Means for Compositional Workflow Adaptation in Process-Oriented CBR 263
  Gilbert Müller, Ralph Bergmann
• Knowledge Modelling and Maintenance in myCBR3 264-275
  Alexander Hundt, Pascal Reuss, Christian Sauer, Thomas Roth-Berghofer

Learning

• Is Learning-by-Doing via E-learning Helpful to Gain Generic Process Knowledge? 276
  Michael Leyer, Minhong Wang, Juergen Moormann
• TELESUP - Textual Self-Learning Support Systems 277-286
  Sebastian Furth, Joachim Baumeister

Knowledge Management

• The Connectivity of Multi-Modal Knowledge Bases 287-298
  Joachim Baumeister, Jochen Reutelshoefer
• How Can SMEs Assess the Risk of Organisational Knowledge? 299-309
  Susanne Durst, Michael Leyer

Knowledge-based Systems

• Clarification KBS as Consultation-Justification Mash Ups - Proposing A Novel Paradigm for All-in-One Knowledge-Based Systems 310
  Martina Freiberg, Felix Herrmann, Frank Puppe