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Publications

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Scalable similarity-based neighborhood methods with MapReduce

Schelter, Sebastian and Boden, Christoph and Markl, Volker

Proceedings of the sixth ACM conference on Recommender systems, 163–170. 2012

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Applying Stratosphere for Big Data Analytics

Marcus Leich and Jochen Adamek and Moritz Schubotz and Arvid Heise and Astrid Rheinländer and Volker Markl

BTW, 507-510. 2013

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Datenbanksysteme für Business, Technologie und Web (BTW), 15. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), 11.-15.3.2013 in Magdeburg, Germany. Proceedings

Volker Markl and Gunter Saake and Kai-Uwe Sattler and Gregor Hackenbroich and Bernhard Mitschang and Theo Härder and Veit Köppen

BTW. GI. 2013

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"All roads lead to Rome": optimistic recovery for distributed iterative data processing

Sebastian Schelter and Stephan Ewen and Kostas Tzoumas and Volker Markl

CIKM, 1919-1928. 2013

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Peeking into the optimization of data flow programs with MapReduce-style UDFs

Fabian Hueske and Mathias Peters and Aljoscha Krettek and Matthias Ringwald and Kostas Tzoumas and Volker Markl and Johann-Christoph Freytag

ICDE, 1292-1295. 2013

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Distributed matrix factorization with mapreduce using a series of broadcast-joins

Sebastian Schelter and Christoph Boden and Martin Schenck and Alexander Alexandrov and Volker Markl

RecSys, 281-284. 2013

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Nerdle: Topic-Specific Question Answering Using Wikia Seeds

Umar Maqsud and Sebastian Arnold and Michael Hülfenhaus and Alan Akbik

COLING 2014, 25th International Conference on Computational Linguistics, Proceedings of the Conference System Demonstrations, August 23-29, 2014, Dublin, Ireland, 81–85. 2014

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Exploratory Relation Extraction in Large Text Corpora

Alan Akbik and Thilo Michael and Christoph Boden

COLING 2014, 25th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, August 23-29, 2014, Dublin, Ireland, 2087–2096. 2014

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Issues in big data testing and benchmarking

Alexander Alexandrov and Christoph Brücke and Volker Markl

DBTest, 1. 2013

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The Weltmodell: A Data-Driven Commonsense Knowledge Base

Alan Akbik and Thilo Michael

Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC-2014), Reykjavik, Iceland, May 26-31, 2014., 3272–3276. 2014

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