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Publications

Below is a list of publications involving at least one author of the IPVS DE group. Full publication lists of team members (including those not published while affiliated with the IPVS) can be found on the individual team member pages.

2019

Capturing and querying structural provenance in Spark with Pebble (demo)
Ralf Diestankämper, Melanie Herschel
ACM SIG Conference on the Management of Data (SIGMOD), Amsterdam, The Netherlands, 2019 (to appear)

Towards task-based parallelization for entity resolution
Leonardo Gazzarri, Melanie Herschel
Special Issue of the Springer Journal Software-Intensive Cyber-Physical Systems (SICS) (to appear)

Query-based Why-not Explanations for Nested Data
Ralf Diestelkämper, Boris Glavic, Melanie Herschel, Seokki Lee
Workshop on Theory and Practice of Provenance (TaPP), Philadelphia, PA, USA (to appear)

Structural summaries for visual provenance analysis
Houssem Ben Lahmar, Melanie Herschel
Workshop on Theory and Practice of Provenance (TaPP), Philadelphia, PA, USA (to appear)

Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019, Proceedings
Melanie Herschel, Helena Galhardas, Berthold Reinwald, Irini Fundulaki, Carsten Binnig, Zoi Kaoudi
OpenProceedings.org 2019, ISBN 978-3-89318-081-3

Prediction of air pollution with machine learning (Award winner of the Data Science Challenge)
Christian Schmitz, Dhiren Devinder Serai, Tatiane Escobar Gava
Datenbanksysteme für Business, Technologie und Web (BTW 2019), 18. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), 4.-8. März 2019, Rostock, Germany, Workshops

2018

Simultaneous Visual Analysis of Multiple Software Hierarchies
Christoph Schulz, Adrian Zeyfang, Mereke van Garderen, Houssem Ben Lahmar, Melanie Herschel, Daniel Weiskopf
IEEE Working Conference on Software Visualization (VISSOFT), 2018.

Provenance for Entity Resolution
Sarah Oppold and Melanie Herschel
International Provenance and Annotation Workshop (IPAW), Provenance Week 2018, London, UK, 2018.

Proceedings of the 10th USENIX Workshop on the Theory and Practice of Provenance (TaPP)
Melanie Herschel USENIX Workshop on the Theory and Practice of Provenance (TaPP), Provenance Week 2018, London, UK, 2018.

Provenance-Based Visual Data Exploration with EVLIN
Houssem Ben Lahmar, Melanie Herschel, Michael Blumenschein, Daniel A. Keim
International Conference on Extending Database Technology (EDBT), Vienna, Austria, 2018.

2017

A survey on provenance: What for? What form? What from?
Melanie Herschel, Ralf Diestelkämper, Houssem Ben Lahmar
The VLDB Journal, vol. 26, no. (6), pages 881-906, 2017. A preprint-version is available here. The final publication is available at link.springer.com.

Provenance in DISC Systems: Reducing Space Overhead at Runtime.
Ralf Diestelkämper and Melanie Herschel
USENIX Workshop on the Theory and Practice of Provenance (TAPP), Seattle, USA, 2017.

Provenance-based Recommendations for Visual Data Exploration
Houssem Ben Lahmar and Melanie Herschel
USENIX Workshop on the Theory and Practice of Provenance (TAPP), Seattle, USA, 2017.

Proceedings of the 17th national conference "Datenbanksysteme für Business, Technologie und Web (BTW)"
Bernhard Mitschang, Daniela Nicklas, Frank Leymann, Harald Schöning, Melanie Herschel, Jens Teubner, Theo Härder, Oliver Kopp, Matthias Wieland
17. Fachtagung des GI-Fachbereichs „Datenbanken und Informationssysteme" (DBIS), 2017, Stuttgart, Germany.

Schema Inference for Massive JSON Datasets.
Mohamed Amine Baazizi, Houssem Ben Lahmar, Dario Colazzo, Giorgio Ghelli, Carlo Sartiani
International Conference on Extending Database Technology (EDBT), Venice, Italy, 2017.

2016

Reuse-based Optimization for Pig Latin
Jesus Camacho-Rodriguez, Dario Colazzo, Melanie Herschel, Ioana Manolescu, and Soudip Roy Chowdhury
International Conference on Information and Knowledge Management (CIKM), Indianapolis, USA, 2016.

Provenance: On and Behind the Screens (tutorial, also see website)
Melanie Herschel and Marcel Hlawatsch
International Conference on the Management of Data (SIGMOD), San Francisco, USA, 2016.

Refining SQL Queries based on Why-Not Polynomials
Nicole Bidoit, Melanie Herschel, and Katerina Tzompanaki
USENIX Workshop on the Theory and Practice of Provenance (TAPP), Washington D.C., USA, 2016.

A Tutorial on Instance Matching Benchmarks (tutorial, also see website)
Irini Fundulaki, Melanie Herschel, and Tzanina Saveta
European Semantic Web Conference (ESWC), Heraklion, Greece, 2016.

2015

Immutably answering Why-Not questions for equivalent conjunctive queries
Nicole Bidoit, Melanie Herschel, and Katerina Tzompanaki
Ingénierie des Systèmes d'Information 20(5): 27-52, 2015.

Efficient computation of polynomial explanations of Why-Not questions
Nicole Bidoit, Melanie Herschel, and Katerina Tzompanaki
International Conference on Information and Knowledge Management (CIKM), Melbourne, Australia, 2015.

LANCE: Piercing to the Heart of Instance Matching Tools
Tzanina Saveta, Evangelia Daskalaki, Giorgos Flouris, Irini Fundulaki, Melanie Herschel, and Axel-Cyrille Ngonga Ngomo
International Semantic Web Conference (ISWC), Bethlehem, Pennsylvania, USA, 2015.

EFQ: Why-Not Polynomials in Action
Nicole Bidoit, Melanie Herschel, and Katerina Tzompanaki
Proceedings of the VLDB Endowment (PVLDB), Vol. 8, No. 12, 2015.

Pushing the Limits of Instance Matching Systems: A Semantics-Aware Benchmark for Linked Data
Tzanina Saveta, Evangelia Daskalaki, Giorgos Flouris, Irini Fundulaki, Melanie Herschel, and Axel-Cyrille Ngonga Ngomo
International Conference on World Wide Web (WWW) - Companion Volume, Florence, Italy, 2015.

A Hybrid Approach to Answering Why-Not Questions on Relational Query Results
Melanie Herschel
Journal of Data and Information Quality (JDIQ) - Special Issue on Provenance, Data and Information Quality, vol. 5 num. 3, 2015.

2014

Instance Matching Benchmarks for Linked Data (tutorial, also see website)
Irini Fundulaki, Evangelia Daskalaki, Melanie Herschel, Janina Saveta
International Semantic Web Conference (ISWC), Riva del Garda - Trentino, Italy, 2014.