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List of works by Heiko Paulheim

14th International Semantic Web Conference 2015 Bethlehem, PA, USA; October 11–15

A Collection of Benchmark Datasets for Systematic Evaluations of Machine Learning on the Semantic Web

scientific article published at ISWC 2016

A Knowledge Graph for Assessing Agressive Tax Planning Strategies

scientific article published in 2020

A Web-scale Study of the Adoption and Evolution of the schema.org Vocabulary over Time

article

A decomposition of the outlier detection problem into a set of supervised learning problems

article

A machine learning approach for product matching and categorization

scientific article published in 2018

Adoption of the Linked Data Best Practices in Different Topical Domains

scientific article published at ISWC 2014

Automatic Detection Of Relation Assertion Errors And Induction Of Relation Constraints

article published in the Semantic Web Journal

Background Knowledge in Schema Matching: Strategy vs. Data

a scientific article published at ISWC 2021.

Biased graph walks for RDF graph embeddings

scientific article published in 2017

Biomedical Knowledge Graph Embeddings with Negative Statements

scientific article published at ISWC 2023 research track.

Building a Conference Recommender System based on SciGraph and WikiCFP

scholarly article by Andreea Iana et al published 2019 in Semantic Systems. The Power of AI and Knowledge Graphs: 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings

CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications

Combining Machine Learning and Semantic Web: A Systematic Mapping Study

scientific article published on 17 July 2023

Context-Sensitive Semantic Synchronization Enablement in Electronic Negotiations

DBkWik: A Consolidated Knowledge Graph from Thousands of Wikis

DBkWik: Towards Knowledge Graph Creation from Thousands of Wikis

scientific article published in proceedings of the iswc 2017 posters & demonstrations and industry tracks

DBkWik: extracting and integrating knowledge from thousands of Wikis

scientific article published in 2019

Data-Driven Joint Debugging of the DBpedia Mappings and Ontology

scientific article published in 2017

Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG ⬇️

Detecting Errors in Numerical Linked Data Using Cross-Checked Outlier Detection

scientific article published at ISWC 2014

Detecting Incorrect Numerical Data in DBpedia

article by Dominik Wienand & Heiko Paulheim published 2014 in Lecture Notes in Computer Science

Detection of Relation Assertion Errors in Knowledge Graphs

Discoverability of SPARQL Endpoints in Linked Open Data

scientific article published in proceedings of the iswc 2013 posters & demonstrations track

Embedding Knowledge Graphs with RDF2vec

book edition from 2023

Enhancing a Location-based Recommendation System by Enrichment with Structured Data from the Web

scholarly article published 2014

Entity Extraction from Wikipedia List Pages

scientific article published in 2020

Entity Type Prediction Leveraging Graph Walks and Entity Descriptions.

a research paper published at ISWC 2022.

Evaluating Ontology Matchers on Real-World Financial Services Data Models ⬇️

scientific article published on 22 September 2019

Evaluation measures for ontology matchers in supervised matching scenarios

scientific article published at ISWC 2013

Explain-a-LOD

Extracting Literal Assertions for DBpedia from Wikipedia Abstracts

scientific article published in 2019

FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge Graphs

scientific article published on 03 June 2021

From Word Embeddings to Knowledge Graph Embeddings

Global RDF Vector Space Embeddings

scientific article published in 2017

GraphConfRec: A Graph Neural Network-Based Conference Recommender System

scientific article published on 30 December 2021

How much is a Triple? Estimating the Cost of Knowledge Graph Creation

scientific article published in proceedings of the iswc 2018 posters & demonstrations, industry and blue sky ideas tracks

I See a Car Crash: Real-time Detection of Small Scale Incidents in Microblogs ⬇️

scientific article published on 7 July 2014

Improving the Quality of Linked Data Using Statistical Distributions

article by Heiko Paulheim & Christian Bizer published April 2014 in International Journal on Semantic Web and Information Systems

Information Extraction From Co-Occurring Similar Entities

scientific article published on 03 June 2021

KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks

scientific article published on 21 October 2023

KGvec2go -- Knowledge Graph Embeddings as a Service ⬇️

scientific article published on 9 March 2020

Knowledge Graph Embeddings: Open Challenges and Opportunities

scientific article published in January 2023

Knowledge Graphs on the Web -- an Overview ⬇️

academic paper published in 2020

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

scientific article published on 14 January 2022

Knowledge graph refinement: A survey of approaches and evaluation methods

Language-Agnostic Relation Extraction from Abstracts in Wikis

article published in 2018

Language-Agnostic Relation Extraction from Wikipedia Abstracts

scientific article published in 2017

Large-scale taxonomy induction using entity and word embeddings

Local and global feature selection for multilabel classification with binary relevance

MELT - Matching EvaLuation Toolkit

scientific article published in 2019

MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation

scientific article published on 11 July 2024

Make Embeddings Semantic Again!

scientific article published in proceedings of the iswc 2018 posters & demonstrations, industry and blue sky ideas tracks

Mining the Web of Linked Data with RapidMiner

More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph Embeddings ⬇️

NASTyLinker: NIL-Aware Scalable Transformer-Based Entity Linker

OLaLa results for OAEI 2023 ⬇️

scientific article published on 14 December 2023

OLaLa: Ontology Matching with Large Language Models

scientific article published on 28 November 2023

On a Generalized Framework for Time-Aware Knowledge Graphs

One Knowledge Graph to Rule Them All? Analyzing the Differences Between DBpedia, YAGO, Wikidata & co ⬇️

scholarly article by Daniel Ringler published in January 2017

Ontologies for User Interface Integration

scientific article published in ISWC 2009

Ontology-Enhanced User Interfaces

scientific article published in 2010

Ontology-based Application Integration on the User Interface Level

Order Matters: Matching Multiple Knowledge Graphs

scientific article published on 24 November 2021

Predicting incorrect mappings

scientific article published in 2018

Putting RDF2vec in Order ⬇️

scientific article published in proceedings of the iswc 2021 posters, demos and industry tracks: from novel ideas to industrial practice

RDF Graph Embeddings for Content-based Recommender Systems ⬇️

scientific article (publication date: 31 August 2016)

RDF2Vec Light - A Lightweight Approach for Knowledge Graph Embeddings

scientific article published in proceedings of the iswc 2020 demos and industry tracks: from novel ideas to industrial practice

RDF2Vec Light – A Lightweight Approach for Knowledge Graph Embeddings ⬇️

scientific article published on 31 October 2020

RDF2Vec: RDF Graph Embeddings and Their Applications ⬇️

scientific article published in 2016

RDF2Vec: RDF Graph Embeddings for Data Mining

scientific article (publication date: 2016)

RDF2Vec: RDF graph embeddings and their applications

Results of the Ontology Alignment Evaluation Initiative 2023 ⬇️

scientific article published on 14 December 2023

Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE

scientific article published on 29 November 2023

Semantic Web in data mining and knowledge discovery: A comprehensive survey

scientific article (publication date: 2016)

Serving DBpedia with DOLCE – More than Just Adding a Cherry on Top

scientific article published at ISWC 2015

Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives

scientific article published on 19 July 2023

Synthesizing Knowledge Graphs for Link and Type Prediction Benchmarking

scientific article (publication date: 2017)

The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings.

a research paper published at ISWC 2022.

The Knowledge Graph Track at OAEI

scientific article published in 2020

The Mannheim Search Join Engine

The Second Open Knowledge Extraction Challenge

article by Andrea Giovanni Nuzzolese et al published 2016 in Communications in Computer and Information Science

Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection

scientific article published on 16 August 2022

Towards Binarizing Knowledge Graph Embeddings for Node Classification ⬇️

scientific article published on 11 November 2024

Towards Exploiting Implicit Human Feedback for Improving RDF2vec Embeddings ⬇️

Towards Improving a Student Advisory Service Chatbot Using Knowledge Graphs ⬇️

scientific article published in November 2024

Towards More Accurate Statistical Profiling of Deployed schema.org Microdata

article

Transformer Based Semantic Relation Typing for Knowledge Graph Integration

Type Inference on Noisy RDF Data

article by Heiko Paulheim & Christian Bizer published 2013 in Lecture Notes in Computer Science

Type Prediction in Noisy RDF Knowledge Bases Using Hierarchical Multilabel Classification with Graph and Latent Features

article published in 2017

Type Prediction in RDF Knowledge Bases Using Hierarchical Multilabel Classification

scientific article published on 02 June 2016

Uncovering the Semantics of Wikipedia Categories ⬇️

ISWC 2019 conference paper

Understanding Forest Health with Remote Sensing, Part III: Requirements for a Scalable Multi-Source Forest Health Monitoring Network Based on Data Science Approaches

article

Universal Preprocessing Operators for Embedding Knowledge Graphs with Literals ⬇️

scientific article published on 21 November 2023

Unsupervised generation of data mining features from linked open data

scholarly article published 2012

Web Data Commons - Web Table Corpus 2012 / English-language Relational Subset

Web relational english table corpus extracted from the August 2012 Common Crawl

Web Data Commons - Web Table Corpus 2012 / Relational Data

Web relational table corpus extracted from the August 2012 Common Crawl

Web Data Commons - WebIsA Database

Hypernymy relations extracted from the CommonCrawl web corpus

WebIsALOD: Providing Hypernymy Relations Extracted from the Web as Linked Open Data

scientific article published at ISWC 2017

What SPARQL Query Logs Tell and Do Not Tell About Semantic Relatedness in LOD

article published in 2015

What is Special about Bethlehem, Pennsylvania? Identifying Unusual Facts about DBpedia Entities

scientific article published in proceedings of the iswc 2015 posters & demonstrations track

Wildfire Prediction Using Spatio-Temporal Knowledge Graphs ⬇️

scikit-learn Pipelines Meet Knowledge Graphs

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