Monday Tuesday Wednesday Registration Desk Open (09:00 - 17:00) Registration Desk Open (09:00 - 14:30) 9:00 Algorithm Engineering for Graph Clustering by Prof. Dr. Wagner 9:00 Web-Scale Domain-Specific Information Extraction by Prof. Dr. Leser 10:00 10:30 Coffee break Parallel Sessions 2 10:00 10:30 Coffee break Parallel Sessions 3 HS 1 (KDML) 1. Probabilistic Inference with Stochastic Discrete Clenshaw-Curtis Quadrature by Nico Piatkowski 2. Variable Attention and Variable Noise: Forecasting User Activity by Cesar Ojeda, Kostadin Cvejoski, Rafet Sifa and Christian Bauckhage 3. Mining Subgroups with Exceptional Transition Behavior by Florian Lemmerich, Martin Becker, Philipp Singer, Denis Helic, Andreas Hotho and Markus Strohmaier HS 2 (DB) 1. Discovering Data Transformations in Web Resources by Ziawasch Abedjan 2. Exploring the Application Potential of Relational Web Tables by Christian Bizer 3. Massively distributed BIG DATA management for Enterprises by Franz Färber 4. A Clustering Approach for Holistic Link Discovery by Markus Nentwig, Anika Groß and Erhard Rahm HE 51 (WM) HE 52 (IR) 1. CAPLAN: An Accessible, Flexible and Scalable 1. An Interactive e-Government Question Answering System by Malte Schwarzer, Jonas Semantification Architecture by Sebastian Düver, Danuta Ploch and Andreas Lommatzsch Furth, Volker Belli, Alexander Legler, Albrecht Striffler and Joachim Baumeister 2. Graph n-grams for Scientific Workflow Similarity Search by David Luis Wiegandt, 2. Building an integrated CBR-Big Data Johannes Starlinger and Ulf Leser Architecture based on SEASALT by Kareem Amin 3. A System for Creating and Searching Semantic Documentation for Conservators by 3. BISHOP – Big Data Driven Self-Learning Ernesto William De Luca. SemRes Support for High-performance Ontology Population by Daniel Knöll, Martin Atzmueller, Constantin Rieder and Klaus-Peter Scherer HS 1 (KDML) 1. Is Web Content a Good Proxy for Real-Life Interaction? A Case Study Considering Online and Offline Interactions of Computer Scientists by Mark Kibanov, Martin Atzmueller, Jens Illig, Christoph Scholz, Alain Barrat, Ciro Cattuto and Gerd Stumme HS 2 (DB) HE 51 (WM) 1. Towards a case-based reasoning approach 1. Model-Driven Integration of Compression Algorithms in Column-Store Database Systems for cloud provisioning by Eric Kübler and Mirjam Minor by Juliana Hildebrandt, Dirk Habich and Wolfgang Lehner 2. Case Completion of Workflows for ProcessOriented Case-Based Reasoning by Gilbert 2. Podiumsdiskussion: Data Sciences - Ein neuer Studiengang oder nur Müller and Ralph Bergmann eine (Informatik-)Vorlesung? 2. Min-Hashing for Probabilistic Frequent 3. SEMAFLEX - Semantic Integration of Flexible Subtree Feature Spaces by Pascal Welke, Tamas Moderated by Kai-Uwe Sattler Workflow and Document Management by Lisa Horvath and Stefan Wrobel Grumbach, Eric Rietzke, Markus Schwinn, Ralph Bergmann and Norbert Kuhn 3.Sampling Methods for Random Subspace Domain Adaptation by Christian Pölitz 4. Ähnlichkeitsbasiertes Retrieval von BPMN2.0-Modellen by Maximilian Pfister, Florian Fuchs and Ralph Bergmann 4. Ontology-based Communication Architecture Within a Distributed Case-Based Retrieval System for Architectural Designs by Viktor Ayzenshtadt, Klaus-Dieter Althoff, Syed Saqib Bukhari, Andreas Dengel and Ada Mikyas Registration Desk Open (11:00 - 17:30) Welcome 13:00 Argument Mining: Manual and automatic annotation of short user-generated texts by Prof. Dr. Stede 14:00 Lunch 12:00 12:30 Joint Research Session HS 1 Harmony Assumptions: Extending Probability Theory for Information Retrieval by Thomas Roelleke 13:00 Intelligent Enterprise by Dr. Sebastian Wieczorek 14:00 Joint Applied Session HS 1 13:00 Case-Based Decision Support on Diagnosis and Maintenance in the Aircraft Domain by Pascal Reuss, Klaus-Dieter Althoff and Wolfram Henkel Case Representation and Similarity Assessment in the selfBACK Decision Support Syste m by Kerstin Bach, Tomasz Szczepanski, Agnar Aamodt, Odd Erik Gundersen and Paul Jarle Mork Parallel Sessions 4 HS 1 (KDML) 1. On the Evaluation of Outlier Detection: Measures, Datasets, and an Empirical Study Continued by Guilherme Campos, Arthur Zimek, Jörg Sander, Ricardo Campello, Barbora Micenková, Erich Schubert, Ira Assent and Michael E. Houle The Evoluation of HyPer by Thomas Neumann Plackett-Luce Networks for Dyad Ranking by Dirk Schäfer and Eyke Huellermeier Lunch 12:00 2. Scalable Inference in Dynamic Admixture Models by Patrick Jähnichen, Florian Wenzel and Marius Kloft Scalable Detection of Emerging Topics and Geo-spatial Events in Large Textual Streams by Erich Schubert, Michael Weiler and HansPeter Kriegel The digital transformation is just the beginning by Dirk Helbing HS 2 (DB) HE 51 (WM) 1. From Cloud to Fog and Sunny Sensors by 1. Understanding Mathematical Expressions: Hannes Grunert, Martin Kasparick, Björn Butzin, An Eye-Tracking Study (Resubmission) by Andreas Heuer and Dirk Timmermann Andrea Kohlhase and Michael Fürsich 2. MapReduce Frameworks: Comparing 2. Linked Data City - Visualization of Linked Hadoop and HPCC by Fabian Fier, Eva Höfer and Enterprise Data by Joachim Baumeister, Johann-Christoph Freytag Sebastian Furth, Lea Roth and Volker Belli 3. Query-driven Data Integration by Peter 3. Approaches for Annotating Medical Schwab, Andreas Wahl, Richard Lenz and Klaus Documents by Victor Christen, Anika Groß and Meyer-Wegener Erhard Rahm 4. Finding Trees in Mountains -- Outlier Detection on Polygonal Chains by Michael Singhof, Daniel Braun and Stefan Conrad Comparing contextual and non-contextual features in ANNs for movie rating prediction by Ghulam Mustafa and Ingo Frommholz 5. Towards rapidly developing databasesupported machine learning applications by Frank Rosner and Alexander Hinneburg 14:30 15:30 Coffee break 16:00 17:00 HS 1 (KDML) 15:30 Coffee break Amazon: A Playground for Machine Learning by Dr. Archambeau 16:00 Community Meetings Parallel Sessions 1 17:00 HS 2 (DB) HE 51 (WM) 1. Understanding online financial communities: 1. Synthesizing Invariants via Iterative Learning 1. Robust Query Processing in Co-ProcessorWhat constitutes a valuable information accelerated Databases by Sebastian Breß, of Decision Treese by Pranav Garg, Daniel Henning Funke, Jens Teubner and Volker Markl exchange for users? by Ann-Kathrin Hirzel, Neider, P. Madhusudan and Dan Roth Michael Leyer, Nick Russell, Alistair Barros and Jürgen Moormann 2.The Partial Weighted Set Cover Problem with 2. Visualization-Driven Data Aggregation by Uwe Jugel and Zbigniew Jerzak Applications to Outlier Detection and 2. Knowledge Analytics For Workplace Clustering by Sebastian Bothe and Tamas Learning by Maria Anna Schett, Stefan 3. SABER: Window-Based Hybrid Stream Horvath Processing for Heterogeneous Architectures by Thalmann and Ronald K Maier Alexandros Koliousis, Matthias Weidlich, Raul 3. k-Means Clustering via the Frank-Wolfe Castro Fernandez, Alexander Wolf, Paolo Costa 3. A Reference Model for Anti-Money Algorithm by Christian Bauckhage Laundering in the Financial Sector by Felix and Peter Pietzuch Timm, Andrea Zasada and Felix Thiede 4. Challenges with Continuous Deployment of NoSQL-backed Database Applications by Meike 4. Experience - the neglected success factor in Klettke, Uta Störl, Steffi Scherzinger, Stephanie enterprises? by Edith Maier, Werner Bruns, Sebastian Eschenbach and Ulrich Reimer Sombach and Katharina Wiech HE 52 (IR) 17:30 1. Classification of German Newspaper Comments by Christian Godde, Konstantina Lazaridou and Ralf Krestel 2. Modern Tools for Old Content – in Search of Named Entities in a Finnish OCRed Historical Newspaper Collection 1771–1910 by Kimmo Kettunen, Eetu Mäkelä, Juha Kuokkala, Teemu Ruokolainen and Jyrki Niemi Social Event + Dinner on your own 18:30 Poster Session + BBQ Posters of all oral presentations and additional KDML-poster presentations: 6 Human Categorization Learning as Inspiration for Machine Learning Algorithms 12 Network Analysis with NetworKit – Interactive and Fast 17 Correlated Variable Selection in High-dimensional Linear Models using Dual Polytope Projection 25 Matrix Factorization for Near Real-time Geolocation Prediction in Twitter Stream 67 Sequential Modeling and Structural Anomaly Analytics in Industrial Production Environments 21 Assessing the Quality of Unstructured Data: An Initial Overview 30 Predicting video game properties with deep convolutional neural networks using screenshots 13 Applying Topic Model in Context-Aware TV Programs Recommendation 20:00 Closing 1st Day 20:00 Closing 2nd Day 4. The Revieval of Subject Analysis: A Knowledge-based Approach facilitating Semantic Search by Sebastian Furth, Volker Belli and Joachim Baumeister 5. Topical Video-On-Demand Recommendations based on Event Detection by Tobias Dörsch and Andreas Lommatzsch Closing 3rd Day HE 52 (IR) 1. Using key phrases as new queries in building by Mireille Makary, Michael Oakes and Fadi Yamout 2. Vereinheitlichung internationaler Bibliothekskataloge (65) by Christian Scheel, Claudia Schmitz and Ernesto William De Luca.
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