Workshop Program

Monday, 26 March, 2018

DOLAP: 20th International Workshop On Design, Optimization, Languages and Analytical Processing of Big Data
Program Online:
11:30-11:40 EI 9

DOLAP Welcome

11:30-13:10 EI 9

Session 1 (full papers)

  • Hamdi Ben Hamadou, Faiza Ghozzi, André Péninou, and Olivier Teste.
    Towards schema-independent querying on document data stores.
  • Enrico Gallinucci, Matteo Golfarelli, and Stefano Rizzi.
    Variety-Aware OLAP of Document-Oriented Databases.
  • Alvaro E. Prieto, Adolfo Lozano-Tello, Jose-Norberto Mazón, and Luis-Daniel Ibánez.
    Supporting open dataset publication decisions based on Open Source Software reuse.

13:00-14:00 Foyer Lunch
14:00-15:30 EI 9

Session 2 (full papers)

  • Julio Moreno, Manuel Serrano, Eduardo Fernandez-Medina, and Eduardo B. Fernandez.
    Towards a Security Reference Architecture for Big Data.
  • Martina Megasari, Pandu Wicaksono, Chiao Yun Li, Clement Haussade, Shibo Cheng, Nicolas Labroche, Patrick Marcel, and Verónika Peralta.
    Can models learned from a dataset reflect acquisition of procedural knowledge? An experiment with automatic measurement of online review quality.
  • Alexandre Quemy.
    Classification With Hypergraph Case-Based Reasoning.

15:30-16:00 Foyer Coffee Break
16:00-17:30 EI 9

Session 3 (short papers)

  • Panos Vassiliadis and Patrick Marcel.
    The road to highlights is paved with good intentions: envisioning a paradigm shift in OLAP modeling.
  • Damianos Chatziantoniou and Panos Louridas.
    Enabling Global Big Data Computations.
  • Syed Muhammad Fawad Ali.
    Next-generation ETL Framework to address the challenges posed by Big Data.
  • Ove Andersen, Christian Thomsen, and Kristian Torp.
    SimpleETL: ETL Processing by Simple Specifications.
  • Anam Haq and Szymon Wilk.
    Application of structural and textural features from X-ray images to predict the type of bone fracture treatment.

DARLI-AP: 2nd International workshop on Data Analytics solutions for Real-LIfe APplications
Program Online:
11:30-11:45 EI 10


11:45-12:40 EI 10

Keynote Speech

  • Bruno Lepri (Bruno Kessler Foundation, Trento, Italy).
    Understanding and Rewiring Societies.

12:40-13:00 EI 10

Invited Paper

  • Pedro Casas (Austrian Institute of Technology, Vienna, Austria).
    MLNET: Machine Learning Models for Network Analytics.

13:00-14:00 Foyer Lunch
14:00-15:30 EI 10

Research Session I

  • Hiroyoshi Ito, Takahiro Komamizu, Toshiyuki Amagasa and Hiroyuki Kitagawa.
    Community Detection and Correlated Attribute Cluster Analysis on Multi-Attributed Graphs.
  • Patrick Schäfer, Dirk Pflugmacher, Patrick Hostert and Ulf Leser.
    Classifying land cover from satellite images using time series analytics.
  • Shivangi Chopra, Yuheng Jiang, Andrew Toulis and Lukasz Golab.
    Data Analytics to Improve Co-Operative Education.
  • Jorge Martinez-Gil, Bernhard Freudenthaler and Thomas Natschläger.
    Recommendation of Job Offers Using Random Forests and Support Vector Machines.
  • Younes Abid, Abdessamad Imine and Michael Rusinowitch.
    Sensitive attribute prediction for social networks users.

15:30-16:00 Foyer Coffee Break
16:00-17:30 EI 10

Research Session II

  • Alexandre Quemy, Krzysztof Jamrog and Marcin Janiszewski.
    Unsupervised Video Semantic Partitioning Using IBM Watson And Topic Modelling.
  • Luca Cagliero and Paolo Garza.
    Study of the applicability of an itemset-based portfolio planner in a multi-market context.
  • Vittoria Cozza, Marinella Petrocchi and Angelo Spognardi.
    Mining implicit data association from tripadvisor hotel reviews.
  • Belen Vela Sanchez, José María Cavero, Paloma Cáceres García De Marina, Almudena Sierra-Alonso and Carlos E. Cuesta.
    Using a NoSQL graph oriented database for storing accessible transport routes.
  • Ilko Kovacic, Christoph Schuetz, Simon Schausberger, Roman Sumereder and Michael Schrefl.
    Guided Query Composition with Semantic OLAP Patterns.

BigVis: International Workshop on Big Data Visual Exploration and Analytics
Program online:
11:30-13:00 EI 8

Welcome and Announcements

Keynote Speech

  • Bill Howe, University of Washington, USA.
    Vizometrics: Mining Visualizations in the Scientific Literature.

  • Gaëlle Richer, Univ. Bordeaux, France Joris Sansen, Univ. Bordeaux, France Frédéric Lalanne, Univ. Bordeaux, France David Auber, Univ. Bordeaux, France Romain Bourqui, Univ. Bordeaux, France.
    Enabling Hierarchical Exploration for Large-Scale Mutidimensional Data with Abstract Parallel Coordinates.

13:00-14:00 Foyer Lunch
14:00-15:30 EI 8

  • Dritan Bleco, Athens University Of Economics and Business, Greece Yannis Kotidis, Athens University Of Economics and Business, Greece.
    Finding the Needle in a Haystack: Entropy Guided Exploration of Very Large Graph Cubes.
  • Georgios Chatzigeorgakidis, University of Peloponnese, Greece Dimitrios Skoutas, ATHENA Research Center, Greece Kostas Patroumpas, ATHENA Research Center, Greece Spiros Athanasiou, ATHENA Research Center, Greece Spiros Skiadopoulos, University of Peloponnese, Greece.
    Map-Based Visual Exploration of Geolocated Time Series.
  • Maria-Evangelia Papadaki, FORTH-ICS and University of Crete, Greece Panagiotis Papadakos, FORTH-ICS and University of Crete, Greece Michalis Mountantonakis, FORTH-ICS and University of Crete, Greece Yannis Tzitzikas, FORTH-ICS and University of Crete, Greece.
    An Interactive 3D Visualization for the LOD Cloud.
  • Tim Repke, Hasso Plattner Institute, Germany Ralf Krestel, Hasso Plattner Institute, Germany.
    Topic-aware Network Visualisation to Explore Large Email Corpora.

Closing Remarks

BMDA: Big Mobility Data Analytics
Program online:
16:00-17:30 EI 8

Welcome and Opening

Keynote Speech

  • Prof. Dino Pedreschi, University of Pisa & KDD La.
    The networks of human mobility.

Research Paper Presentation

  • Ehab Qadah, Fraunhofer IAIS; Michael Mock, Fraunhofer IAIS; Elias Alevizos, NCSR "Demokritos"; Georg Fuchs, Fraunhofer IAIS.
    A Distributed Online Learning Approach for Pattern Prediction over Movement Event Streams with Apache Flink.
  • Konstantinos Chatzikokolakis, MarineTraffic; Dimitrios Zissis, MarineTraffic; Giannis Spiliopoulos, MarineTraffic; Konstantinos Tserpes, Harokopio University of Athens.
    Mining Vessel Trajectory Data for Patterns of Search and Rescue.

17:30-17:45 Short Break
17:45-19:00 EI 8

Keynote Speech

  • Dr. Andreas Metzger, Universität Duisburg-Essen.
    Big Data Value in Mobility and Logistics.

Research Paper Presentations

  • Panagiotis Nikitopoulos, University of Piraeus; Akrivi Vlachou, University of Piraeus; Christos Doulkeridis, University of Piraeus; George A. Vouros, University of Piraeus.
    DiStRDF: Distributed Spatio-temporal RDF Queries on Spark.
  • Shifen Cheng, Institute of Geographic Sciences and Natural Resources Research; Feng Lu, Institute of Geographic Sciences and Natural Resources Research.
    Short-Term Traffic Forecasting: A Dynamic ST-KNN Model Considering Spatial Heterogeneity and Temporal Non-Stationarity.

Discussion and Closing

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