Prof. Dr.-Ing. Klaus Berberich
Datenbanken & Informationssysteme
Ingenieurwissenschaften
Ingenieurwissenschaften
Standort
htw saarGoebenstraße 40
66117 Saarbrücken
Raum 7110/7111
Sprechstunden
Nach Vereinbarung
Hochschulaktivitäten
- Laborleiter des Softwarelabor (SWL)
- Stellvertretender Studienleiter Praktische Informatik
- International Coordinator
- Mitglied im Senatsausschuss Lehre
Sonstige Aktivitäten
- Mitglied im Leitungsgremium der Fachgruppe "Information Retrieval" der Gesellschaft für Informatik e.V.
Lehre im Wintersemester
- Informatik 1 (PIB) (Moodle-Kurs)
- Datenbanken (PIB) (Moodle-Kurs)
- Information Retrieval (PIB/KIB) (Moodle-Kurs)
- Data Science (PIM) (Moodle-Kurs)
- Projektarbeit (PIM)
Lehre im Sommersemester
- Informatik 2 (PIB) (Moodle-Kurs)
- Wissenschaftliches Arbeiten (PIB) (Moodle-Kurs)
- Data Engineering (PIM/KIM) (Moodle-Kurs)
- Machine Learning (PIB/KIB) (Moodle-Kurs)
- Deep Learning (PIM/KIM) (Moodle-Kurs)
- Projektarbeiten (PIB)
Forschungsschwerpunkte
- Information Retrieval
- Machine Learning
- Data Mining
- Web Archives
Ausgewählte Veröffentlichungen
- V. T. Ho, K. Pal, S. Razniewski, K. Berberich, G. Weikum: Extracting Contextualized Quantity Facts from Web Tables
WWW 2021 - D. Gupta, K. Berberich: Optimizing Hyper-Phrase Queries
ICTIR 2020 - D. Gupta, K. Berberich: JIGSAW: Structuring Text into Tables
ICTIR 2020 - V. T. Ho, Y. Ibrahim, K. Pal, K. Berberich, G. Weikum: Qsearch: Answering Quantity Queries from Text
ISWC 2019 - D. Gupta, K. Berberich: GYANI: An Indexing Infrastructure for Knowledge-Centric Tasks
CIKM 2018 - K. Hui, A. Yates, K. Berberich, G. de Melo: Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval
WSDM 2018 - K. Hui, A. Yates, K. Berberich, G. de Melo: PACRR: A Position-Aware Neural IR Model for Relevance Matching
EMNLP 2017 - D. Seyler, M. Yahya, K. Berberich: Knowledge Questions from Knowledge Graphs
ICTIR 2017 - A. Mishra and K. Berberich: Estimating Time Models for News Article Excerpts.
CIKM 2016 [PDF] - A. Mishra and K. Berberich: Event Digest: A Holistic View on Past Events.
SIGIR 2016 [PDF] - M. Yahya, D. Barbosa, K. Berberich, Q. Wang, G. Weikum: Relationship Queries on Extended Knowledge Graphs.
WSDM 2016 [PDF] - K. Beedkar, K. Berberich, R. Gemulla, I. Miliaraki: Closing the Gap: Sequence Mining at Scale.
ACM Trans. Database Syst. (TODS) 40(2):8, 2015, [PDF] - K. Panev, K. Berberich: Phrase Queries with Inverted + Direct Indexes.
WISE 2014 [PDF] - K. Berberich, S. Bedathur: Computing n-gram statistics in MapReduce.
EDBT 2013 [PDF] - M. Yahya, K. Berberich, S. Elbassuoni, G. Weikum: Robust question answering over the web of linked data.
CIKM 2013 [PDF] - A. Anand, S. Bedathur, K. Berberich, R. Schenkel: Index maintenance for time-travel text search.
SIGIR 2012 [PDF]
Vollständige Liste der Veröffentlichungen bei Google Scholar oder DBLP
Mitgliedschaften
- ACM (SIGIR & SIGMOD)
- Gesellschaft für Informatik
Ausgewählte Gutachtertätigkeiten
Konferenzen
- ACM Conference on Web Search & Data Mining (WSDM) '20, '17, '16, '15, '14, '13
- ACM Conference on Information and Knowledge Management (CIKM) '21, '18, '17, '16, '15, '14, '13
- ACM Conference on Research and Development in Information Retrieval (SIGIR) '21, '20, '19, '18, '17, '16, '15, '14, '13, '12
- ACM International Conference on the Theory of Information Retrieval (ICTIR) '20, '16
- ACM SIGIR Conference on Human Information Interaction & Retrieval (CHIIR) '21, '20, '19, '18, '17, '16
- ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) '17
- IEEE International Conference on Data Engineering (ICDE) '18, '15
- International World Wide Web Conference (WWW) '22, '21, '20, '19, '18, '17
Zeitschriften
- ACM Computing Surveys
- ACM Transactions on Information Systems
- ACM Transactions on the Web
- Information Retrieval
- Information Processing & Management
- Journal of Web Semantics
- Journal of Discrete Algorithms
- Data & Knowledge Engineering
- IEEE Transactions on Data and Knowledge Engineering
- Information Processing Letters
- Information Systems
- VLDB Journal
Wissenschaftsorganisationen
- Deutsche Forschungsgemeinschaft (DFG) (Einzelantrag)
Auszeichnungen
- 2020: Test of Time Award, ECIR 2020
- 2018: Honorable Mention for Best Poster Award, WWW 2018
- 2017: Prominent Paper Award, Artificial Intelligence Journal
- 2014: Highly Commended Poster Presentation Award, IIiX 2014
- 2013: Honorable Mention for Best Paper Award, CIKM 2013
- 2011: Best Demo Award, WWW 2011
- 2009: Best Late-Breaking Result Award, WSDM 2009