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ORCIDChristian Bizer
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- affiliation: University of Mannheim, School of Business Informatics and Mathematics, Germany
- affiliation: Free University of Berlin, Department of Information Systems, Germany
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2020 – today
- 2025
[c95]Ralph Peeters, Aaron Steiner, Christian Bizer:
Entity Matching using Large Language Models. EDBT 2025: 529-541- 2024
- [c94]Alexander Brinkmann
, Nick Baumann, Christian Bizer:
Using LLMs for the Extraction and Normalization of Product Attribute Values. ADBIS 2024: 217-230 - [c93]Ralph Peeters, Reng Chiz Der, Christian Bizer:
WDC Products: A Multi-Dimensional Entity Matching Benchmark. EDBT 2024: 22-33 - [c92]Ralph Peeters, Alexander Brinkmann, Christian Bizer:
The Web Data Commons Schema.org Table Corpora. WWW (Companion Volume) 2024: 1079-1082 - [i15]Nick Baumann, Alexander Brinkmann, Christian Bizer:
Using LLMs for the Extraction and Normalization of Product Attribute Values. CoRR abs/2403.02130 (2024) - [i14]Flavio Cirillo, Gürkan Solmaz, Yi-Hsuan Peng, Christian Bizer, Martin Jebens:
Desk-AId: Humanitarian Aid Desk Assessment with Geospatial AI for Predicting Landmine Areas. CoRR abs/2405.09444 (2024) - [i13]Aaron Steiner, Ralph Peeters, Christian Bizer:
Fine-tuning Large Language Models for Entity Matching. CoRR abs/2409.08185 (2024) - 2023
- [c91]Ralph Peeters, Christian Bizer:
Using ChatGPT for Entity Matching. ADBIS (Short Papers) 2023: 221-230 - [c90]Keti Korini, Christian Bizer:
Column Type Annotation using ChatGPT. VLDB Workshops 2023 - [c89]Christian Bizer:
Gpt-4 Versus Bert: Which Foundation Model Is More Suitable for Integrating Data from the Web? WEBIST 2023: 5 - [c88]Alexander Brinkmann, Anna Primpeli, Christian Bizer:
The Web Data Commons Schema.org Data Set Series. WWW (Companion Volume) 2023: 136-139 - [p6]Christian Bizer, Tom Heath, Tim Berners-Lee:
Linked Data - The Story So Far. Linking the World's Information 2023: 115-143 - [i12]Ralph Peeters, Reng Chiz Der, Christian Bizer:
WDC Products: A Multi-Dimensional Entity Matching Benchmark. CoRR abs/2301.09521 (2023) - [i11]Alexander Brinkmann, Roee Shraga, Christian Bizer:
SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines. CoRR abs/2303.03132 (2023) - [i10]Ralph Peeters, Christian Bizer:
Using ChatGPT for Entity Matching. CoRR abs/2305.03423 (2023) - [i9]Keti Korini, Christian Bizer:
Column Type Annotation using ChatGPT. CoRR abs/2306.00745 (2023) - [i8]Alexander Brinkmann, Roee Shraga, Reng Chiz Der, Christian Bizer:
Product Information Extraction using ChatGPT. CoRR abs/2306.14921 (2023) - [i7]Ralph Peeters, Christian Bizer:
Entity Matching using Large Language Models. CoRR abs/2310.11244 (2023) - [i6]Alexander Brinkmann, Roee Shraga, Christian Bizer:
Product Attribute Value Extraction using Large Language Models. CoRR abs/2310.12537 (2023) - 2022
- [c87]Anna Primpeli, Christian Bizer:
Impact of the Characteristics of Multi-source Entity Matching Tasks on the Performance of Active Learning Methods. ESWC 2022: 113-129 - [c86]Keti Korini, Ralph Peeters, Christian Bizer:
SOTAB: The WDC Schema.org Table Annotation Benchmark. SemTab@ISWC 2022: 14-19 - [c85]Ralph Peeters, Christian Bizer:
Cross-Language Learning for Product Matching. WWW (Companion Volume) 2022: 236-238 - [c84]Ralph Peeters, Christian Bizer:
Supervised Contrastive Learning for Product Matching. WWW (Companion Volume) 2022: 248-251 - [i5]Ralph Peeters, Christian Bizer:
Supervised Contrastive Learning for Product Matching. CoRR abs/2202.02098 (2022) - 2021
- [j28]Alexander Brinkmann, Christian Bizer:
Improving Hierarchical Product Classification using Domain-specific Language Modelling. IEEE Data Eng. Bull. 44(2): 14-25 (2021) - [j27]Ralph Peeters, Christian Bizer:
Dual-Objective Fine-Tuning of BERT for Entity Matching. Proc. VLDB Endow. 14(10): 1913-1921 (2021) - [c83]Anna Primpeli, Christian Bizer:
Graph-Boosted Active Learning for Multi-source Entity Resolution. ISWC 2021: 182-199 - [i4]Ralph Peeters, Christian Bizer:
Cross-Language Learning for Entity Matching. CoRR abs/2110.03338 (2021) - 2020
- [j26]Petar Petrovski, Christian Bizer:
Learning expressive linkage rules from sparse data. Semantic Web 11(3): 549-567 (2020) - [c82]Anna Primpeli, Christian Bizer:
Profiling Entity Matching Benchmark Tasks. CIKM 2020: 3101-3108 - [c81]Anna Primpeli, Christian Bizer, Margret Keuper:
Unsupervised Bootstrapping of Active Learning for Entity Resolution. ESWC 2020: 215-231 - [c80]Ziqi Zhang, Christian Bizer, Ralph Peeters, Anna Primpeli:
MWPD2020: Semantic Web Challenge on Mining the Web of HTML-embedded Product Data. MWPD@ISWC 2020 - [c79]Ralph Peeters, Christian Bizer, Goran Glavas:
Intermediate Training of BERT for Product Matching. DI2KG@VLDB 2020 - [c78]Ralph Peeters, Anna Primpeli, Benedikt Wichtlhuber, Christian Bizer:
Using schema.org Annotations for Training and Maintaining Product Matchers. WIMS 2020: 195-204 - [e16]Ziqi Zhang, Christian Bizer:
Proceedings of the Semantic Web Challenge on Mining the Web of HTML-embedded Product Data co-located with the 19th International Semantic Web Conference (ISWC 2020), Athens, Greece, November 5, 2020. CEUR Workshop Proceedings 2720, CEUR-WS.org 2020 [contents]
2010 – 2019
- 2019
- [j25]Christian Bizer, Anna Primpeli, Ralph Peeters:
Using the Semantic Web as a Source of Training Data. Datenbank-Spektrum 19(2): 127-135 (2019) - [c77]Yaser Oulabi, Christian Bizer:
Extending Cross-Domain Knowledge Bases with Long Tail Entities using Web Table Data. EDBT 2019: 385-396 - [c76]Yaser Oulabi, Christian Bizer:
Using Weak Supervision to Identify Long-Tail Entities for Knowledge Base Completion. SEMANTiCS 2019: 83-98 - [c75]Oliver Lehmberg, Christian Bizer:
Profiling the semantics of n-ary web table data. SBD@SIGMOD 2019: 5:1-5:6 - [c74]Anna Primpeli, Christian Bizer:
Robust Active Learning of Expressive Linkage Rules. WIMS 2019: 2:1-2:7 - [c73]Oliver Lehmberg, Christian Bizer:
Synthesizing N-ary Relations from Web Tables. WIMS 2019: 17:1-17:12 - [c72]Anna Primpeli, Ralph Peeters, Christian Bizer:
The WDC Training Dataset and Gold Standard for Large-Scale Product Matching. WWW (Companion Volume) 2019: 381-386 - 2018
- [c71]Benedikt Kleppmann, Christian Bizer, Edwin Yaqub, Fabian Temme, Philipp Schlunder, David Arnu, Ralf Klinkenberg:
Density- and Correlation-based Table Extension. LWDA 2018: 191-194 - [e15]Rainer Gemulla, Simone Paolo Ponzetto, Christian Bizer, Margret Keuper, Heiner Stuckenschmidt:
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", LWDA 2018, Mannheim, Germany, August 22-24, 2018. CEUR Workshop Proceedings 2191, CEUR-WS.org 2018 [contents] - [r4]Christian Bizer, Maria-Esther Vidal, Hala Skaf-Molli:
Linked Open Data. Encyclopedia of Database Systems (2nd ed.) 2018 - [r3]Christian Bizer, Maria-Esther Vidal, Michael Weiss:
RDF Technology. Encyclopedia of Database Systems (2nd ed.) 2018 - [r2]Christian Bizer, Maria-Esther Vidal, Michael Weiss:
Resource Description Framework. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j24]Oliver Lehmberg, Christian Bizer:
Stitching Web Tables for Improving Matching Quality. Proc. VLDB Endow. 10(11): 1502-1513 (2017) - [c70]Dominique Ritze, Christian Bizer:
Matching Web Tables To DBpedia - A Feature Utility Study. EDBT 2017: 210-221 - [c69]Yaser Oulabi, Christian Bizer:
Estimating Missing Temporal Meta-Information using Knowledge-Based-Trust. KDWeb 2017 - [c68]Oliver Lehmberg, Christian Bizer, Alexander Brinkmann:
WInte.r - A Web Data Integration Framework. ISWC (Posters, Demos & Industry Tracks) 2017 - [c67]Petar Petrovski, Christian Bizer:
Extracting attribute-value pairs from product specifications on the web. WI 2017: 558-565 - [c66]Jens Lehmann, Sören Auer, Sarven Capadisli, Krzysztof Janowicz, Christian Bizer, Tom Heath, Aidan Hogan, Tim Berners-Lee:
LDOW2017: 10th Workshop on Linked Data on the Web. WWW (Companion Volume) 2017: 1679-1680 - [e14]Sören Auer, Tim Berners-Lee, Christian Bizer, Sarven Capadisli, Tom Heath, Krzysztof Janowicz, Jens Lehmann:
Workshop on Linked Data on the Web co-located with 26th International World Wide Web Conference (WWW 2017). CEUR Workshop Proceedings, CEUR-WS.org 2017 [contents] - 2016
- [j23]Christian Bizer, Luna Dong, Ihab F. Ilyas, Maria-Esther Vidal:
Editorial: Special Issue on Web Data Quality. ACM J. Data Inf. Qual. 8(1): 1:1-1:3 (2016) - [c65]Petar Petrovski, Anna Primpeli, Robert Meusel, Christian Bizer:
The WDC Gold Standards for Product Feature Extraction and Product Matching. EC-Web 2016: 73-86 - [c64]Anna Lisa Gentile, Sabrina Kirstein, Heiko Paulheim, Christian Bizer:
Extending RapidMiner with Data Search and Integration Capabilities. ESWC (Satellite Events) 2016: 167-171 - [c63]Julian Seitner, Christian Bizer, Kai Eckert, Stefano Faralli, Robert Meusel, Heiko Paulheim, Simone Paolo Ponzetto:
A Large DataBase of Hypernymy Relations Extracted from the Web. LREC 2016 - [c62]Stefano Faralli, Christian Bizer, Kai Eckert, Robert Meusel, Simone Paolo Ponzetto:
A Web Application to Search a Large Repository of Taxonomic Relations from the Web. ISWC (Posters & Demos) 2016 - [c61]Yaser Oulabi, Robert Meusel, Christian Bizer:
Fusing time-dependent web table data. WebDB 2016: 3 - [c60]Oliver Lehmberg, Christian Bizer:
Web table column categorisation and profiling. WebDB 2016: 4 - [c59]Oliver Lehmberg, Dominique Ritze, Robert Meusel, Christian Bizer:
A Large Public Corpus of Web Tables containing Time and Context Metadata. WWW (Companion Volume) 2016: 75-76 - [c58]Dominique Ritze, Oliver Lehmberg, Yaser Oulabi, Christian Bizer:
Profiling the Potential of Web Tables for Augmenting Cross-domain Knowledge Bases. WWW 2016: 251-261 - [c57]Sören Auer, Tom Heath, Christian Bizer, Tim Berners-Lee:
LDOW2016: 9th Workshop on Linked Data on the Web. WWW (Companion Volume) 2016: 1039-1040 - [e13]Sören Auer, Tim Berners-Lee, Christian Bizer, Tom Heath:
Proceedings of the Workshop on Linked Data on the Web, LDOW 2016, co-located with 25th International World Wide Web Conference (WWW 2016). CEUR Workshop Proceedings 1593, CEUR-WS.org 2016 [contents] - 2015
- [j22]Robert Meusel, Sebastiano Vigna, Oliver Lehmberg, Christian Bizer:
The Graph Structure in the Web - Analyzed on Different Aggregation Levels. J. Web Sci. 1(1): 33-47 (2015) - [j21]Jens Lehmann, Robert Isele, Max Jakob, Anja Jentzsch, Dimitris Kontokostas, Pablo N. Mendes, Sebastian Hellmann, Mohamed Morsey, Patrick van Kleef, Sören Auer, Christian Bizer:
DBpedia - A large-scale, multilingual knowledge base extracted from Wikipedia. Semantic Web 6(2): 167-195 (2015) - [j20]Petar Ristoski, Christian Bizer, Heiko Paulheim:
Mining the Web of Linked Data with RapidMiner. J. Web Semant. 35: 142-151 (2015) - [j19]Oliver Lehmberg, Dominique Ritze, Petar Ristoski, Robert Meusel, Heiko Paulheim, Christian Bizer:
The Mannheim Search Join Engine. J. Web Semant. 35: 159-166 (2015) - [c56]Robert Meusel, Anna Primpeli, Christian Meilicke, Heiko Paulheim, Christian Bizer:
Exploiting Microdata Annotations to Consistently Categorize Product Offers at Web Scale. EC-Web 2015: 83-99 - [c55]Volha Bryl, Christian Bizer, Heiko Paulheim:
Gathering Alternative Surface Forms for DBpedia Entities. NLP-DBPEDIA@ISWC 2015: 13-24 - [c54]Dominique Ritze, Oliver Lehmberg, Christian Bizer:
Matching HTML Tables to DBpedia. WIMS 2015: 10:1-10:6 - [c53]Robert Meusel, Christian Bizer, Heiko Paulheim:
A Web-scale Study of the Adoption and Evolution of the schema.org Vocabulary over Time. WIMS 2015: 15:1-15:11 - [c52]Sören Auer, Tim Berners-Lee, Christian Bizer, Tom Heath:
LDOW 2013: The 8th Workshop on Linked Data on the Web. WWW (Companion Volume) 2015: 1549-1550 - [c51]Robert Meusel, Blerina Spahiu, Christian Bizer, Heiko Paulheim:
Towards Automatic Topical Classification of LOD Datasets. LDOW@WWW 2015 - [e12]Christian Bizer, Sören Auer, Tim Berners-Lee, Tom Heath:
Proceedings of the Workshop on Linked Data on the Web, LDOW 2015, co-located with the 24th International World Wide Web Conference (WWW 2015), Florence, Italy, May 19th, 2015. CEUR Workshop Proceedings 1409, CEUR-WS.org 2015 [contents] - 2014
- [j18]Heiko Paulheim, Christian Bizer:
Improving the Quality of Linked Data Using Statistical Distributions. Int. J. Semantic Web Inf. Syst. 10(2): 63-86 (2014) - [c50]Christian Bizer:
Search Joins with the Web. ICDT 2014: 3 - [c49]Petar Petrovski, Volha Bryl, Christian Bizer:
Learning Regular Expressions for the Extraction of Product Attributes from E-commerce Microdata. LD4IE@ISWC 2014: 43-54 - [c48]Max Schmachtenberg, Christian Bizer, Heiko Paulheim:
Adoption of the Linked Data Best Practices in Different Topical Domains. ISWC (1) 2014: 245-260 - [c47]Robert Meusel, Petar Petrovski, Christian Bizer:
The WebDataCommons Microdata, RDFa and Microformat Dataset Series. ISWC (1) 2014: 277-292 - [c46]Daniel Fleischhacker, Heiko Paulheim, Volha Bryl, Johanna Völker, Christian Bizer:
Detecting Errors in Numerical Linked Data Using Cross-Checked Outlier Detection. ISWC (1) 2014: 357-372 - [c45]Oliver Lehmberg, Robert Meusel, Christian Bizer:
Graph structure in the web: aggregated by pay-level domain. WebSci 2014: 119-128 - [c44]Kai Eckert, Dominique Ritze, Konstantin Baierer, Christian Bizer:
RESTful open workflows for data provenance and reuse. WWW (Companion Volume) 2014: 259-260 - [c43]Robert Meusel, Sebastiano Vigna, Oliver Lehmberg, Christian Bizer:
Graph structure in the web - revisited: a trick of the heavy tail. WWW (Companion Volume) 2014: 427-432 - [c42]Volha Bryl, Christian Bizer:
Learning conflict resolution strategies for cross-language Wikipedia data fusion. WWW (Companion Volume) 2014: 1129-1134 - [c41]Petar Petrovski, Volha Bryl, Christian Bizer:
Integrating product data from websites offering microdata markup. WWW (Companion Volume) 2014: 1299-1304 - [p5]Volha Bryl, Christian Bizer, Robert Isele, Mateja Verlic, Soon Gill Hong, Sammy Jang, Mun Yong Yi, Key-Sun Choi:
Interlinking and Knowledge Fusion. Linked Open Data 2014: 70-89 - [e11]Christian Bizer, Tom Heath, Sören Auer, Tim Berners-Lee:
Proceedings of the Workshop on Linked Data on the Web co-located with the 23rd International World Wide Web Conference (WWW 2014), Seoul, Korea, April 8, 2014. CEUR Workshop Proceedings 1184, CEUR-WS.org 2014 [contents] - 2013
- [j17]Christian Bizer:
Interlinking Scientific Data on a Global Scale. Data Sci. J. 12: GRDI6-GRDI12 (2013) - [j16]Robert Isele, Christian Bizer:
Active learning of expressive linkage rules using genetic programming. J. Web Semant. 23: 2-15 (2013) - [c40]Christian Bizer, Kai Eckert, Robert Meusel, Hannes Mühleisen, Michael Schuhmacher, Johanna Völker:
Deployment of RDFa, Microdata, and Microformats on the Web - A Quantitative Analysis. ISWC (2) 2013: 17-32 - [c39]Heiko Paulheim, Christian Bizer:
Type Inference on Noisy RDF Data. ISWC (1) 2013: 510-525 - [e10]Christian Bizer, Tom Heath, Tim Berners-Lee, Michael Hausenblas, Sören Auer:
Proceedings of the WWW2013 Workshop on Linked Data on the Web, Rio de Janeiro, Brazil, 14 May, 2013. CEUR Workshop Proceedings 996, CEUR-WS.org 2013 [contents] - 2012
- [j15]Robert Isele, Christian Bizer:
Learning Expressive Linkage Rules using Genetic Programming. Proc. VLDB Endow. 5(11): 1638-1649 (2012) - [j14]Christian Bizer, Diana Maynard:
The Semantic Web Challenge, 2011. J. Web Semant. 16: 32 (2012) - [c38]Pablo N. Mendes, Hannes Mühleisen, Christian Bizer:
Sieve: linked data quality assessment and fusion. EDBT/ICDT Workshops 2012: 116-123 - [c37]Robert Isele, Anja Jentzsch, Christian Bizer:
Active Learning of Expressive Linkage Rules for the Web of Data. ICWE 2012: 411-418 - [c36]Pablo N. Mendes, Joachim Daiber, Rohana K. Rajapakse, Felix Sasaki, Christian Bizer:
Evaluating the Impact of Phrase Recognition on Concept Tagging. LREC 2012: 1277-1280 - [c35]Pablo N. Mendes, Max Jakob, Christian Bizer:
DBpedia: A Multilingual Cross-domain Knowledge Base. LREC 2012: 1813-1817 - [c34]Hannes Mühleisen, Christian Bizer:
Web Data Commons - Extracting Structured Data from Two Large Web Corpora. LDOW 2012 - [c33]Carlos R. Rivero, Andreas Schultz, Christian Bizer, David Ruiz:
Benchmarking the Performance of Linked Data Translation Systems. LDOW 2012 - [p4]Christian Bizer, Pablo N. Mendes, Anja Jentzsch:
Topology of the Web of Data. Semantic Search over the Web 2012: 3-29 - [e9]Christian Bizer, Tom Heath, Tim Berners-Lee, Michael Hausenblas:
WWW2012 Workshop on Linked Data on the Web, Lyon, France, 16 April, 2012. CEUR Workshop Proceedings 937, CEUR-WS.org 2012 [contents] - [i3]Robert Isele, Christian Bizer:
Learning Expressive Linkage Rules using Genetic Programming. CoRR abs/1208.0291 (2012) - 2011
- [b1]Tom Heath, Christian Bizer:
Linked Data: Evolving the Web into a Global Data Space. Synthesis Lectures on the Semantic Web, Morgan & Claypool Publishers 2011, ISBN 978-3-031-79431-5 - [j13]Christian Bizer, Peter A. Boncz, Michael L. Brodie, Orri Erling:
The meaningful use of big data: four perspectives - four challenges. SIGMOD Rec. 40(4): 56-60 (2011) - [j12]Christian Bizer, Diana Maynard:
The Semantic Web Challenge, 2010. J. Web Semant. 9(3): 315 (2011) - [c32]Christian Bizer:
Evolving the Web into a Global Data Space. BNCOD 2011: 1 - [c31]Pablo N. Mendes, Max Jakob, Andrés García-Silva, Christian Bizer:
DBpedia spotlight: shedding light on the web of documents. I-SEMANTICS 2011: 1-8 - [c30]Andrés García-Silva, Max Jakob, Pablo N. Mendes, Christian Bizer:
Multipedia: enriching DBpedia with multimedia information. K-CAP 2011: 137-144 - [c29]Robert Isele, Christian Bizer:
Learning linkage rules using genetic programming. OM 2011 - [c28]Andreas Schultz, Andrea Matteini, Robert Isele, Christian Bizer, Christian Becker:
LDIF - Linked Data Integration Framework. COLD 2011 - [c27]Robert Isele, Anja Jentzsch, Christian Bizer:
Efficient Multidimensional Blocking for Link Discovery without losing Recall. WebDB 2011 - [c26]Christian Bizer, Tom Heath, Tim Berners-Lee, Michael Hausenblas:
4th linked data on the web workshop (LDOW2011). WWW (Companion Volume) 2011: 303-304 - [p3]Christian Bizer, Andreas Schultz:
The Berlin SPARQL Benchmark. Semantic Services, Interoperability and Web Applications 2011: 81-103 - [p2]Christian Bizer, Tom Heath, Tim Berners-Lee:
Linked Data. Semantic Services, Interoperability and Web Applications 2011: 205-227 - [e8]Christian Bizer, Tom Heath, Tim Berners-Lee, Michael Hausenblas:
WWW2011 Workshop on Linked Data on the Web, Hyderabad, India, March 29, 2011. CEUR Workshop Proceedings 813, CEUR-WS.org 2011 [contents] - [r1]Tom Heath, Christian Bizer:
Semantic Annotation and Retrieval: Web of Data. Handbook of Semantic Web Technologies 2011: 191-229 - [i2]