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Heiko Paulheim

University of Mannheim

Germany

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Research Interests

Computational Linguistics

70%

Artificial Intelligence

30%

Knowledge Representation

90%

Natural Language Processing

60%

Knowledge Exchange

50%

Semantic Web

50%

Machine Learning

40%

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Articles19

CaLiGraph: A knowledge Graph From Wikipedia categories and lists

Article Link

Year:

2025

Gene expression knowledge graph for patient representation and diabetes prediction

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Year:

2025

Towards leveraging explicit negative statements in knowledge graph embeddings

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Year:

2025

From pixels to palate: Communication around #vegan on Instagram and its relation with eating intentions

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Year:

2024

The RDF2vec family of knowledge graph embedding methods : An experimental evaluation of RDF2vec variants and their capabilitie

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Year:

2024

Managing human-AI collaborations within Industry 5.0 scenarios via knowledge graphs: key challenges and lessons learned

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Year:

2024

Towards the Web of Embeddings: Integrating multiple knowledge graph embedding spaces with FedCoder

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Year:

2023

Combining Machine Learning and Semantic Web: A Systematic Mapping Study

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Year:

2023

Divided by the algorithm? The (limited) effects of content- and sentiment-based news recommendation on affective, ideological, and perceived polarization

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Year:

2023

Divided by the Algorithm? The (Limited) Effects of Content- and Sentiment-Based News Recommendation on Affective, Ideological, and Perceived Polarization

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Year:

2023

Knowledge graph embeddings: open challenges and opportunities

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Year:

2023

Wildfire prediction for California using and comparing Spatio-Temporal Knowledge Graphs

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Year:

2023

A survey on knowledge-aware news recommender systems

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Year:

2022

Background knowledge in ontology matching : a survey

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Year:

2022

Knowledge graph embedding for data mining vs. knowledge graph embedding for link prediction – two sides of the same coin?

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Year:

2022

Collecting a Large Scale Dataset for Classifying Fake News Tweets Using Weak Supervision

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Year:

2021

On cognitive preferences and the plausibility of rule-based models

Article Link

Year:

2020

Automatic detection of relation assertion errors and induction of relation constraints

Article Link

Year:

2020

Representation learning for the Semantic Web

Article Link

Year:

2020

Collaborators14

Marta Sabou

WU Vienna University of Economics and Business

AUSTRIA

Andreas Ekelhart

Universität Wien

AUSTRIA

Philipp Müller

Senior Lecturer

University of Mannheim

GERMANY

Frank van Harmelen

University of Amsterdam

NETHERLANDS

Jutta Mata

University of Mannheim

GERMANY

Laura Waltersdorfer

WU Vienna University of Economics and Business

AUSTRIA

Theis Jendal

Aalborg University

DENMARK

Annette ten Teije

University of Amsterdam

NETHERLANDS

Johannes Fürnkranz

Johannes Kepler University

AUSTRIA

Daniele Dell'Aglio

Aalborg University

DENMARK

Rita Sousa

University of Mannheim

GERMANY

Fajar J. Ekaputra

Assistant Professor

WU Vienna University of Economics and Business

AUSTRIA

Matteo Lissandrini

Assistant Professor (adjunkt)

Aalborg University

DENMARK

Stefania Dumbrava

Associate Professor

École Nationale Supérieure de Techniques Avancées

FRANCE

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