FGDB 2019 - Workshop on “Data Management and Data Science”
Schedule
Monday
Joint Session
16:00 - 17:00, Salzufer 6
Poster Session
17:00 - 19:00, Salzufer 6
Tuesday
Parallel Session 1
10:45 - 12:15, Dorotheenstraße 26, room 207
- Felix Biessmann: Data Quality in Machine Learning Production Systems (invited talk, 45 minutes)
- Mark Lukas Möller, Meike Klettke and Uta Störl: Keeping NoSQL Databases up to date – Semantics of Evolution Operations and their Impact on Data Quality (long paper, 30 minutes)
- Triet Doan, Lena Wiese, Sven Bingert and Ramin Yahyapour: A Graph Database for Persistent Identifiers (short paper, 15 minutes)
Parallel Session 2
13:15 - 14:45, Dorotheenstraße 26, room 207
- Ziawasch Abedjan: A Holistic Approach for Effective Error Detection (invited talk, 45 minutes)
- Lan Jiang, Gerardo Vitagliano and Felix Naumann: A Scoring-based Approach for Data Preparator Suggestion (long paper, 30 minutes)
- Dennis Marten, Holger Meyer and Andreas Heuer: Database support for automotive analysis (short paper, 15 minutes)
Parallel Session 3
15:15 - 16:45, Dorotheenstraße 26, room 207
- Anika Groß: Yet Another Matching Task: Link Reuse and Evolution in Data Integration Workflows (invited talk, 45 minutes)
- Andreas Thor: Data Science and Data Engineering (AK Gründung, 45 minutes)
Community Meeting
16:45 - 17:45, Dorotheenstraße 26, room 207
Wednesday
Parallel Session 4
09:00 - 10:30, Dorotheenstraße 26, room 207
- Steffi Scherzinger: Have your Students Build their own mini Hive in just eight Weeks (long paper, 30 minutes)
- Peter K. Schwab, Maximilian Langohr, Jonas Röckl, Demian Vöhringer, Andreas M. Wahl and Klaus Meyer-Wegener: Query-Driven Enforcement of Rule-Based Policies for Data-Privacy Compliance (long paper, 30 minutes)
- Mohammad Mahdavi, Felix Neutatz, Larysa Visengeriyeva and Ziawasch Abedjan: Towards Automated Data Cleaning Workflows (long paper, 30 minutes)
Call for Papers
Autumn Meeting of the GI Special Interest Group on Databases in cooperation with LWDA 2019, September 30th to October 2nd, 2019 at the Humboldt Universität zu Berlin, Germany.
Data analytics is playing an increasing role in science and business as decisions and processes become more and more driven by data. The recently introduced term “Data Science” summarizes this development into a single concept. While there does not exist a generally accepted definition, data science combines topics from machine learning and statistics, data management and processing, and software development and engineering with in-depth domain knowledge to solve domain-specific problems requiring complex data analysis on often large, distributed and heterogeneous data sets. As this characterization states, data management is an important ingredient to data science; as such, the data management community is currently extending its scope into data science.
For LWDA 2019, we are especially interested in reports on research at the borderline of data management and machine learning, data management and software engineering, or domain-specific data management solutions coupled with data analytics. Accordingly, topics of interest include but are not limited to:
- Data management aspects in Data Science projects and applications
- Data processing in data-intensive applications
- Scientific workflow management systems
- Dataflow engines and distributed data processing
- Big Data management and analytics
- Data integration, ETL, and interoperability
- Domain-specific solutions from all fields, covering business (eCommerce, IoT, industry 4.0, …) and science (geosciences, biomedicine, digital health, physics, …)
- User interfaces and visualization, interactive data science
Submission Guidelines
We solicit submissions under two different models:
- full research papers (up to 12 pages, peer-reviewed and to be published by LWDA)
- short papers (4 pages, peer-reviewed and to be published by LWDA) to present visionary ideas, work in progress, projects etc.
For both submission models, authors will have the opportunity to give a presentation at LWDA, and both, full and short papers, will be published in the LWDA proceedings. We welcome submissions in English and German. All papers have to be formatted according to the Springer LNCS guidelines and are to be submitted as PDF files to EasyChair. Please select the track ‘LWDA 2019, FG-DB’.
At least two independent reviewers will review all submissions. The conference proceedings will be published as CEUR Workshop Proceedings and will be indexed by DBLP. All workshop participants have to register for the LWDA 2019 conference.
We further welcome presentations and poster submissions of previously published work such as recent publications at top tier international venues. These will not be reviewed but selected by the PC chairs.
Important Dates
- Submission deadline (extended): June 24, 2019
- Notification of acceptance: July 19, 2019
- Camera-ready copy: August 23, 2019
- LWDA 2019 Conference: September 30 - October 2, 2019
Workshop Organization
- Ulf Leser (Humboldt-Universität zu Berlin, Berlin)
- Marcus Paradies (DLR)
Program Committee
- Tilmann Rabl (Hasso Plattner Institute)
- Thomas Seidl (LMU Munich)
- Michael Grossniklaus (University of Konstanz)
- Maik Thiele (TU Dresden)
- Andreas Thor (University of Applied Sciences for Telecommunications Leipzig)
- Toralf Kirsten (University of Applied Sciences Mittweida)
- Klemens Böhm (Karlsruhe Institute of Technology)
- Bernhard Seeger (University of Marburg)
- Patrick Schäfer (Humboldt Universität zu Berlin)