Heiko Paulheim

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 199

Top Venues

CoRR

OM@ISWC

ESWC (Satellite Events)

ESWC

Publications

Andreea Iana, Fabian David Schmidt, Goran Glavas, Heiko Paulheim
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation. CoRR (2024)
Andreea Iana, Mehwish Alam, Heiko Paulheim
A survey on knowledge-aware news recommender systems. Semantic Web 15 (1) (2024)
Jan Portisch, Heiko Paulheim
The RDF2vec family of knowledge graph embedding methods. Semantic Web 15 (3) (2024)
Martin Böckling, Heiko Paulheim, Sarah Detzler
A Planet Scale Spatial-Temporal Knowledge Graph Based On OpenStreetMap And H3 Grid. CoRR (2024)
Michael Schlechtinger, Damaris Kosack, Franz Krause, Heiko Paulheim
By Fair Means or Foul: Quantifying Collusion in a Market Simulation with Deep Reinforcement Learning. CoRR (2024)
Rita Torres Sousa, Heiko Paulheim
Integrating Heterogeneous Gene Expression Data through Knowledge Graphs for Improving Diabetes Prediction. CoRR (2024)
Andreea Iana, Goran Glavas, Heiko Paulheim
MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation. SIGIR (2024)
Rita Torres Sousa, Heiko Paulheim
Integrating Heterogeneous Gene Expression Data through Knowledge Graphs for Improving Diabetes Prediction. SeWeBMeDA@ESWC (2024)
Nicolas Hubert, Heiko Paulheim, Armelle Brun, Davy Monticolo
Do Similar Entities Have Similar Embeddings? ESWC (1) (2024)
Huu Tan Mai, Cuong Xuan Chu, Heiko Paulheim
Do LLMs Really Adapt to Domains? An Ontology Learning Perspective. CoRR (2024)
Andreea Iana, Goran Glavas, Heiko Paulheim
MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation. CoRR (2024)
Sven Hertling, Heiko Paulheim
Transformer Based Semantic Relation Typing for Knowledge Graph Integration. ESWC (2023)
Martin Böckling, Heiko Paulheim, Sarah Detzler
Wildfire prediction for California using and comparing Spatio-Temporal Knowledge Graphs. it Inf. Technol. 65 (4-5) (2023)
Fajar J. Ekaputra, Majlinda Llugiqi, Marta Sabou, Andreas Ekelhart, Heiko Paulheim, Anna Breit, Artem Revenko, Laura Waltersdorfer, Kheir Eddine Farfar, Sören Auer
Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG. CoRR (2023)
Rita Torres Sousa, Sara Silva, Heiko Paulheim, Catia Pesquita
Biomedical Knowledge Graph Embeddings with Negative Statements. CoRR (2023)
Nicolas Heist, Sven Hertling, Heiko Paulheim
KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks. CoRR (2023)
Nicolas Heist, Heiko Paulheim
NASTyLinker: NIL-Aware Scalable Transformer-based Entity Linker. CoRR (2023)
Andreea Iana, Goran Glavas, Heiko Paulheim
Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives. SIGIR (2023)
Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE. CoRR (2023)
Petko Rutesic, Dennis Pfisterer, Stefan Fischer, Heiko Paulheim
Ontology-Based Models of Chatbots for Populating Knowledge Graphs. KGSWC (2023)
Andreea Iana, Goran Glavas, Heiko Paulheim
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation. CoRR (2023)
Fajar J. Ekaputra, Majlinda Llugiqi, Marta Sabou, Andreas Ekelhart, Heiko Paulheim, Anna Breit, Artem Revenko, Laura Waltersdorfer, Kheir Eddine Farfar, Sören Auer
Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG. ESWC (2023)
Nicolas Heist, Heiko Paulheim
NASTyLinker: NIL-Aware Scalable Transformer-Based Entity Linker. ESWC (2023)
Andreea Iana, Mehwish Alam, Alexander Grote, Nevena Nikolajevic, Katharina Ludwig, Philipp Müller, Christof Weinhardt, Heiko Paulheim
NeMig - A Bilingual News Collection and Knowledge Graph about Migration. INRA@RecSys (2023)
Anna Breit, Laura Waltersdorfer, Fajar J. Ekaputra, Marta Sabou, Andreas Ekelhart, Andreea Iana, Heiko Paulheim, Jan Portisch, Artem Revenko, Frank van Harmelen, Annette ten Teije
Combining Machine Learning and Semantic Web: A Systematic Mapping Study. NeSy (2023)
Franz Krause, Kabul Kurniawan, Elmar Kiesling, Heiko Paulheim, Axel Polleres
On the Representation of Dynamic BPMN Process Executions in Knowledge Graphs. KGSWC (2023)
Rita Torres Sousa, Sara Silva, Heiko Paulheim, Catia Pesquita
Biomedical Knowledge Graph Embeddings with Negative Statements. ISWC (2023)
Sven Hertling, Heiko Paulheim
OLaLa: Ontology Matching with Large Language Models. K-CAP (2023)
Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov
ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics. CoRR (2023)
Andreea Iana, Goran Glavas, Heiko Paulheim
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation. EMNLP (Demos) (2023)
Nicolas Hubert, Heiko Paulheim, Armelle Brun, Davy Monticolo
Do Similar Entities have Similar Embeddings? CoRR (2023)
Andreea Iana, Goran Glavas, Heiko Paulheim
Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives. CoRR (2023)
Nicolas Hubert, Pierre Monnin, Heiko Paulheim
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs. CoRR (2023)
Sven Hertling, Heiko Paulheim
OLaLa: Ontology Matching with Large Language Models. CoRR (2023)
Nicolas Heist, Sven Hertling, Heiko Paulheim
KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks. CIKM (2023)
Patryk Preisner, Heiko Paulheim
Universal Preprocessing Operators for Embedding Knowledge Graphs with Literals. CoRR (2023)
Irene Celino, Heiko Paulheim
The Time Traveler's Guide to Semantic Web Research: Analyzing Fictitious Research Themes in the ESWC "Next 20 Years" Track. CoRR (2023)
Martin Böckling, Heiko Paulheim, Sarah Detzler
Wildfire Prediction Using Spatio-Temporal Knowledge Graphs. D2R2 (2023)
Andreea Iana, Mehwish Alam, Alexander Grote, Nevena Nikolajevic, Katharina Ludwig, Philipp Müller, Christof Weinhardt, Heiko Paulheim
NeMig - A Bilingual News Collection and Knowledge Graph about Migration. CoRR (2023)
Patryk Preisner, Heiko Paulheim
Universal Preprocessing Operators for Embedding Knowledge Graphs with Literals. DL4KG@ISWC (2023)
Michael Schlechtinger, Damaris Kosack, Heiko Paulheim, Thomas Fetzer, Franz Krause
The Price of Algorithmic Pricing: Investigating Collusion in a Market Simulation with AI Agents. AAMAS (2023)
Mina Abd Nikooie Pour, Alsayed Algergawy, Patrice Buche, Leyla Jael Castro, Jiaoyan Chen, Adrien Coulet, Julien Cufi, Hang Dong, Omaima Fallatah, Daniel Faria, Irini Fundulaki, Sven Hertling, Yuan He, Ian Horrocks, Martin Huschka, Liliana Ibanescu, Sarika Jain, Ernesto Jiménez-Ruiz, Naouel Karam, Patrick Lambrix, Huanyu Li, Ying Li, Pierre Monnin, Engy Nasr, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Guilherme Sousa, Cássia Trojahn, Jana Vatascinová, Mingfang Wu, Beyza Yaman, Ondrej Zamazal, Lu Zhou
Results of the Ontology Alignment Evaluation Initiative 2023. OM@ISWC (2023)
Russa Biswas, Lucie-Aimée Kaffee, Michael Cochez, Stefania Dumbrava, Theis E. Jendal, Matteo Lissandrini, Vanessa López, Eneldo Loza Mencía, Heiko Paulheim, Harald Sack, Edlira Vakaj, Gerard de Melo
Knowledge Graph Embeddings: Open Challenges and Opportunities. TGDK 1 (1) (2023)
Sven Hertling, Heiko Paulheim
OLaLa results for OAEI 2023. OM@ISWC (2023)
Anna Breit, Laura Waltersdorfer, Fajar J. Ekaputra, Marta Sabou, Andreas Ekelhart, Andreea Iana, Heiko Paulheim, Jan Portisch, Artem Revenko, Annette ten Teije, Frank van Harmelen
Combining Machine Learning and Semantic Web: A Systematic Mapping Study. ACM Comput. Surv. 55 (14s) (2023)
Matthias Baumgartner, Daniele Dell'Aglio, Heiko Paulheim, Abraham Bernstein
Towards the Web of Embeddings: Integrating multiple knowledge graph embedding spaces with FedCoder. J. Web Semant. 75 (2023)
Andreea Iana, Goran Glavas, Heiko Paulheim
Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation. CoRR (2023)
Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE. K-CAP (2023)
Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov
ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics. ESWC (Satellite Events) (2023)
Sven Hertling, Heiko Paulheim
DBkWik++ - Multi Source Matching of Knowledge Graphs. CoRR (2022)
Nicolas Heist, Heiko Paulheim
Transformer-based Subject Entity Detection in Wikipedia Listings. DL4KG@ISWC (2022)
Jan Portisch, Heiko Paulheim
Walk this Way! Entity Walks and Property Walks for RDF2vec. CoRR (2022)
Jan Portisch, Heiko Paulheim
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings. ISWC (2022)
Sven Hertling, Heiko Paulheim
DBkWik++- Multi Source Matching of Knowledge Graphs. KGSWC (2022)
Sven Hertling, Jan Portisch, Heiko Paulheim
KERMIT - A Transformer-Based Approach for Knowledge Graph Matching. CoRR (2022)
Sven Hertling, Heiko Paulheim
Gollum: A Gold Standard for Large Scale Multi Source Knowledge Graph Matching. CoRR (2022)
Franz Krause, Tobias Weller, Heiko Paulheim
On a Generalized Framework for Time-Aware Knowledge Graphs. CoRR (2022)
Mehwish Alam, Andreea Iana, Alexander Grote, Katharina Ludwig, Philipp Müller, Heiko Paulheim
Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection. CoRR (2022)
Russa Biswas, Jan Portisch, Heiko Paulheim, Harald Sack, Mehwish Alam
Entity Type Prediction Leveraging Graph Walks and Entity Descriptions. CoRR (2022)
Jan Portisch, Heiko Paulheim
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings. CoRR (2022)
Mina Abd Nikooie Pour, Alsayed Algergawy, Patrice Buche, Leyla Jael Castro, Jiaoyan Chen, Hang Dong, Omaima Fallatah, Daniel Faria, Irini Fundulaki, Sven Hertling, Yuan He, Ian Horrocks, Martin Huschka, Liliana Ibanescu, Ernesto Jiménez-Ruiz, Naouel Karam, Amir Laadhar, Patrick Lambrix, Huanyu Li, Ying Li, Franck Michel, Engy Nasr, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Cássia Trojahn, Chantelle Verhey, Mingfang Wu, Beyza Yaman, Ondrej Zamazal, Lu Zhou
Results of the Ontology Alignment Evaluation Initiative 2022. OM@ISWC (2022)
Russa Biswas, Yiyi Chen, Heiko Paulheim, Harald Sack, Mehwish Alam
It's All in the Name: Entity Typing Using Multilingual Language Models. ESWC (Satellite Events) (2022)
Jan Portisch, Guilherme Costa, Karolin Stefani, Katharina Kreplin, Michael Hladik, Heiko Paulheim
Ontology Matching Through Absolute Orientation of Embedding Spaces. ESWC (Satellite Events) (2022)
Russa Biswas, Jan Portisch, Heiko Paulheim, Harald Sack, Mehwish Alam
Entity Type Prediction Leveraging Graph Walks and Entity Descriptions. ISWC (2022)
Jan Portisch, Guilherme Costa, Karolin Stefani, Katharina Kreplin, Michael Hladik, Heiko Paulheim
Ontology Matching Through Absolute Orientation of Embedding Spaces. CoRR (2022)
Jan Portisch, Heiko Paulheim
Walk This Way! - Entity Walks and Property Walks for RDF2vec. ESWC (Satellite Events) (2022)
Jan Portisch, Nicolas Heist, Heiko Paulheim
Knowledge graph embedding for data mining vs. knowledge graph embedding for link prediction - two sides of the same coin? Semantic Web 13 (3) (2022)
Niclas Heilig, Jan Kirchhoff, Florian Stumpe, Joan Plepi, Lucie Flek, Heiko Paulheim
Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph. SeWeBMeDA@ESWC (2022)
Franz Krause, Tobias Weller, Heiko Paulheim
On a Generalized Framework for Time-Aware Knowledge Graphs. SEMANTiCS (2022)
Sven Hertling, Heiko Paulheim
Gollum: A Gold Standard for Large Scale Multi Source Knowledge Graph Matching. AKBC (2022)
Niclas Heilig, Jan Kirchhoff, Florian Stumpe, Joan Plepi, Lucie Flek, Heiko Paulheim
Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph. CoRR (2022)
Nicolas Heist, Heiko Paulheim
Transformer-based Subject Entity Detection in Wikipedia Listings. CoRR (2022)
Mehwish Alam, Andreea Iana, Alexander Grote, Katharina Ludwig, Philipp Müller, Heiko Paulheim
Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection. WWW (Companion Volume) (2022)
Sven Hertling, Heiko Paulheim
ATBox results for OAEI 2022. OM@ISWC (2022)
Jan Portisch, Heiko Paulheim
Wiktionary matcher results for OAEI 2021. OM@ISWC (2021)
Babette Bühler, Heiko Paulheim
Web Table Classification based on Visual Features. CoRR (2021)
Nicolas Heist, Heiko Paulheim
Information Extraction From Co-Occurring Similar Entities. CoRR (2021)
Michael Schlechtinger, Damaris Kosack, Heiko Paulheim, Thomas Fetzer
Winning at Any Cost - Infringing the Cartel Prohibition With Reinforcement Learning. CoRR (2021)
Sven Hertling, Heiko Paulheim
Order Matters: Matching Multiple Knowledge Graphs. K-CAP (2021)
Bram Steenwinckel, Gilles Vandewiele, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae
Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs. DEXA Workshops (2021)
Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim
Large-scale Taxonomy Induction Using Entity and Word Embeddings. CoRR (2021)
Michael Matthias Voit, Heiko Paulheim
Bias in Knowledge Graphs - An Empirical Study with Movie Recommendation and Different Language Editions of DBpedia. LDK (2021)
Michael Matthias Voit, Heiko Paulheim
Bias in Knowledge Graphs - an Empirical Study with Movie Recommendation and Different Language Editions of DBpedia. CoRR (2021)
Michael Schlechtinger, Damaris Kosack, Heiko Paulheim, Thomas Fetzer
Winning at Any Cost - Infringing the Cartel Prohibition with Reinforcement Learning. PAAMS (2021)
Andreea Iana, Heiko Paulheim
GraphConfRec: A Graph Neural Network-Based Conference Recommender System. JCDL (2021)
Jan Portisch, Heiko Paulheim
ALOD2Vec matcher results for OAEI 2021. OM@ISWC (2021)
Tabea-Clara Bucher, Xuehui Jiang, Ole Meyer, Stephan Waitz, Sven Hertling, Heiko Paulheim
scikit-learn Pipelines Meet Knowledge Graphs - The Python kgextension Package. ESWC (Satellite Events) (2021)
Andreea Iana, Heiko Paulheim
GraphConfRec: A Graph Neural Network-Based Conference Recommender System. CoRR (2021)
Stefan Helmstetter, Heiko Paulheim
Collecting a Large Scale Dataset for Classifying Fake News Tweets Using Weak Supervision. Future Internet 13 (5) (2021)
Malte Brockmeier, Yawen Liu, Sunita Pateer, Sven Hertling, Heiko Paulheim
On-Demand and Lightweight Knowledge Graph Generation - a Demonstration with DBpedia. CoRR (2021)
Sven Hertling, Heiko Paulheim
Order Matters: Matching Multiple Knowledge Graphs. CoRR (2021)
Tobias Weller, Heiko Paulheim
Evidential Relational-Graph Convolutional Networks for Entity Classification in Knowledge Graphs. CIKM (2021)
Jan Portisch, Michael Hladik, Heiko Paulheim
Background Knowledge in Schema Matching: Strategy vs. Data. CoRR (2021)
Sven Hertling, Heiko Paulheim
ATBox results for OAEI 2021. OM@ISWC (2021)
Cahit Bagdelen, Heiko Paulheim, Markus Döhring, Atreju Florian Tauschinsky
Towards Generalizable Machinery Prognostics. ADMA (2021)
Jan Portisch, Michael Hladik, Heiko Paulheim
FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge Graphs. CoRR (2021)
Jan Portisch, Michael Hladik, Heiko Paulheim
FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge Graphs. WWW (Companion Volume) (2021)
Mina Abd Nikooie Pour, Alsayed Algergawy, Florence Amardeilh, Reihaneh Amini, Omaima Fallatah, Daniel Faria, Irini Fundulaki, Ian Harrow, Sven Hertling, Pascal Hitzler, Martin Huschka, Liliana Ibanescu, Ernesto Jiménez-Ruiz, Naouel Karam, Amir Laadhar, Patrick Lambrix, Huanyu Li, Ying Li, Franck Michel, Engy Nasr, Heiko Paulheim, Catia Pesquita, Jan Portisch, Catherine Roussey, Tzanina Saveta, Pavel Shvaiko, Andrea Splendiani, Cássia Trojahn, Jana Vatascinová, Beyza Yaman, Ondrej Zamazal, Lu Zhou
Results of the Ontology Alignment Evaluation Initiative 2021. OM@ISWC (2021)
Nicolas Heist, Heiko Paulheim
The CaLiGraph Ontology as a Challenge for OWL Reasoners. CoRR (2021)
Malte Brockmeier, Yawen Liu, Sunita Pateer, Sven Hertling, Heiko Paulheim
On-Demand and Lightweight Knowledge Graph Generation - a Demonstration with DBpedia. SEMANTiCS Posters&Demos (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Heiko Paulheim