Heiko Paulheim

Orcid: 0000-0003-4386-8195

Affiliations:
  • University of Mannheim, Germany


According to our database1, Heiko Paulheim authored at least 265 papers between 2007 and 2024.

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Bibliography

2024
The RDF2vec family of knowledge graph embedding methods.
Semantic Web, 2024

A survey on knowledge-aware news recommender systems.
Semantic Web, 2024

Peeling Back the Layers: An In-Depth Evaluation of Encoder Architectures in Neural News Recommenders.
CoRR, 2024

SnapE - Training Snapshot Ensembles of Link Prediction Models.
CoRR, 2024

Do LLMs Really Adapt to Domains? An Ontology Learning Perspective.
CoRR, 2024

News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation.
CoRR, 2024

MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Integrating Heterogeneous Gene Expression Data through Knowledge Graphs for Improving Diabetes Prediction.
Proceedings of the 7th Workshop on Semantic Web solutions for large-scale biomedical data analytics co-located with The ESWC 2024: Extended Semantic Web Conference (ESWC 2024), 2024

MIND Your Language: A Multilingual Dataset for Cross-Lingual News Recommendation (Extended Abstract).
Proceedings of the KI 2024: Advances in Artificial Intelligence, 2024

By Fair Means or Foul: Quantifying Collusion in a Market Simulation with Deep Reinforcement Learning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A Planet Scale Spatial-Temporal Knowledge Graph Based On OpenStreetMap And H3 Grid.
Proceedings of the 6th International Workshop on Geospatial Linked Data, 2024

Do Similar Entities Have Similar Embeddings?
Proceedings of the Semantic Web - 21st International Conference, 2024

Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023
Wildfire prediction for California using and comparing Spatio-Temporal Knowledge Graphs.
it Inf. Technol., August, 2023

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, June, 2023

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, May, 2023

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, February, 2023

Semantic Web Machine Learning Systems: An Analysis of System Patterns.
Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

Towards the Web of Embeddings: Integrating multiple knowledge graph embedding spaces with FedCoder.
J. Web Semant., 2023

Knowledge Graph Embeddings: Open Challenges and Opportunities.
TGDK, 2023

Combining Machine Learning and Semantic Web: A Systematic Mapping Study.
ACM Comput. Surv., 2023

Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs.
CoRR, 2023

The Time Traveler's Guide to Semantic Web Research: Analyzing Fictitious Research Themes in the ESWC "Next 20 Years" Track.
CoRR, 2023

Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Biomedical Knowledge Graph Embeddings with Negative Statements.
Proceedings of the Semantic Web - ISWC 2023, 2023


OLaLa results for OAEI 2023.
Proceedings of the 18th International Workshop on Ontology Matching co-located with the 22nd International Semantic Web Conference (ISWC 2023), 2023

Ontology-Based Models of Chatbots for Populating Knowledge Graphs.
Proceedings of the Knowledge Graphs and Semantic Web, 2023

On the Representation of Dynamic BPMN Process Executions in Knowledge Graphs.
Proceedings of the Knowledge Graphs and Semantic Web, 2023

Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE.
Proceedings of the 12th Knowledge Capture Conference 2023, 2023

OLaLa: Ontology Matching with Large Language Models.
Proceedings of the 12th Knowledge Capture Conference 2023, 2023

NeMig - A Bilingual News Collection and Knowledge Graph about Migration.
Proceedings of the International Workshop on News Recommendation and Analytics co-located with the 2023 ACM Conference on Recommender Systems (RecSys 2023), 2023

ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics.
Proceedings of the Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28, 2023

Transformer Based Semantic Relation Typing for Knowledge Graph Integration.
Proceedings of the Semantic Web - 20th International Conference, 2023

NASTyLinker: NIL-Aware Scalable Transformer-Based Entity Linker.
Proceedings of the Semantic Web - 20th International Conference, 2023

Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG.
Proceedings of the Semantic Web - 20th International Conference, 2023

NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Universal Preprocessing Operators for Embedding Knowledge Graphs with Literals.
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2023) co-located with the 21th International Semantic Web Conference (ISWC 2023), 2023

Wildfire Prediction Using Spatio-Temporal Knowledge Graphs.
Proceedings of the Second International Workshop on Linked Data-driven Resilience Research 2023 co-located with Extended Semantic Web Conference 2023 (ESWC 2023), 2023

KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

The Price of Algorithmic Pricing: Investigating Collusion in a Market Simulation with AI Agents.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
DLCC Gold Standard.
Dataset, May, 2022

Gollum: A Gold Standard for Large Scale\\Multi Source Knowledge Graph Matching.
Dataset, May, 2022

Gollum: A Gold Standard for Large Scale\\Multi Source Knowledge Graph Matching.
Dataset, May, 2022

Knowledge graph embedding for data mining vs. knowledge graph embedding for link prediction - two sides of the same coin?
Semantic Web, 2022

KERMIT - A Transformer-Based Approach for Knowledge Graph Matching.
CoRR, 2022

Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph.
Proceedings of the 5th Workshop on Semantic Web solutions for large-scale biomedical data analytics co-located with the Extended Semantic Web Conference (ESWC 2022), 2022


The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings.
Proceedings of the Semantic Web - ISWC 2022, 2022

ATBox results for OAEI 2022.
Proceedings of the 17th International Workshop on Ontology Matching (OM 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), 2022

Transformer-based Subject Entity Detection in Wikipedia Listings.
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), 2022

Entity Type Prediction Leveraging Graph Walks and Entity Descriptions.
Proceedings of the Semantic Web - ISWC 2022, 2022

DBkWik++- Multi Source Matching of Knowledge Graphs.
Proceedings of the Knowledge Graphs and Semantic Web, 2022

On a Generalized Framework for Time-Aware Knowledge Graphs.
Proceedings of the Towards a Knowledge-Aware AI - SEMANTiCS 2022, 2022

Walk This Way! - Entity Walks and Property Walks for RDF2vec.
Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Ontology Matching Through Absolute Orientation of Embedding Spaces.
Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

It's All in the Name: Entity Typing Using Multilingual Language Models.
Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Gollum: A Gold Standard for Large Scale Multi Source Knowledge Graph Matching.
Proceedings of the 4th Conference on Automated Knowledge Base Construction, 2022

2021
CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, September, 2021

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, August, 2021

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, April, 2021

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, March, 2021

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, March, 2021

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, February, 2021

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, January, 2021

Collecting a Large Scale Dataset for Classifying Fake News Tweets Using Weak Supervision.
Future Internet, 2021

FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge Graphs.
Proceedings of the Companion of The Web Conference 2021, 2021

Information Extraction From Co-Occurring Similar Entities.
Proceedings of the WWW '21: The Web Conference 2021, 2021


Wiktionary matcher results for OAEI 2021.
Proceedings of the 16th International Workshop on Ontology Matching co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

ALOD2Vec matcher results for OAEI 2021.
Proceedings of the 16th International Workshop on Ontology Matching co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

Putting RDF2vec in Order.
Proceedings of the ISWC 2021 Posters, 2021

Background Knowledge in Schema Matching: Strategy vs. Data.
Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021

Matching with transformers in MELT.
Proceedings of the 16th International Workshop on Ontology Matching co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

ATBox results for OAEI 2021.
Proceedings of the 16th International Workshop on Ontology Matching co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

The CaLiGraph Ontology as a Challenge for OWL Reasoners.
Proceedings of the Semantic Reasoning Evaluation Challenge (SemREC 2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

Winning at Any Cost - Infringing the Cartel Prohibition with Reinforcement Learning.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021

Bias in Knowledge Graphs - An Empirical Study with Movie Recommendation and Different Language Editions of DBpedia.
Proceedings of the 3rd Conference on Language, Data and Knowledge, 2021

Order Matters: Matching Multiple Knowledge Graphs.
Proceedings of the K-CAP '21: Knowledge Capture Conference, 2021

GraphConfRec: A Graph Neural Network-Based Conference Recommender System.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2021

Web Table Classification Based on Visual Features.
Proceedings of the Web Engineering - 21st International Conference, 2021

On-Demand and Lightweight Knowledge Graph Generation - a Demonstration with DBpedia.
Proceedings of the Joint Proceedings of the Semantics co-located events: Poster&Demo track and Workshop on Ontology-Driven Conceptual Modelling of Digital Twins co-located with Semantics 2021, 2021

scikit-learn Pipelines Meet Knowledge Graphs - The Python kgextension Package.
Proceedings of the Semantic Web: ESWC 2021 Satellite Events, 2021

Do Judge an Entity by Its Name! Entity Typing Using Language Models.
Proceedings of the Semantic Web: ESWC 2021 Satellite Events, 2021

Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs.
Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021

Evidential Relational-Graph Convolutional Networks for Entity Classification in Knowledge Graphs.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Towards Generalizable Machinery Prognostics.
Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

2020
CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, December, 2020

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, September, 2020

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, August, 2020

TaxGraph - A Knowledge Graph of Multi-National Companies and their Relationships.
Dataset, July, 2020

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, May, 2020

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, March, 2020

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, January, 2020

CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, January, 2020

Knowledge Graphs on the Web - An Overview.
Proceedings of the Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, 2020

Representation Learning for the Semantic Web.
J. Web Semant., 2020

Automatic detection of relation assertion errors and induction of relation constraints.
Semantic Web, 2020

On cognitive preferences and the plausibility of rule-based models.
Mach. Learn., 2020

DBkWik: extracting and integrating knowledge from thousands of Wikis.
Knowl. Inf. Syst., 2020

Knowledge Graphs Evolution and Preservation - A Technical Report from ISWS 2019.
CoRR, 2020

RDF2Vec Light - A Lightweight Approach for Knowledge Graph Embeddings.
CoRR, 2020

Knowledge Graphs on the Web - an Overview.
CoRR, 2020

Results of the Ontology Alignment Evaluation Initiative 2020.
Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

Wiktionary matcher results for OAEI 2020.
Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

ALOD2Vec matcher results for OAEI 2020.
Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

RDF2Vec Light - A Lightweight Approachfor Knowledge Graph Embeddings.
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

DESKMatcher.
Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

A Knowledge Graph for Assessing Agressive Tax Planning Strategies.
Proceedings of the Semantic Web - ISWC 2020, 2020

Supervised ontology and instance matching with MELT.
Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

ATBox results for OAEI 2020.
Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

KGvec2go - Knowledge Graph Embeddings as a Service.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Towards Exploiting Implicit Human Feedback for Improving RDF2vec Embeddings.
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020) co-located with the 17th Extended Semantic Web Conference 2020 (ESWC 2020), Heraklion, Greece, June 02, 2020, 2020

Visual Analysis of Ontology Matching Results with the MELT Dashboard.
Proceedings of the Semantic Web: ESWC 2020 Satellite Events - ESWC 2020 Satellite Events, Heraklion, Crete, Greece, May 31, 2020

The Knowledge Graph Track at OAEI - Gold Standards, Baselines, and the Golden Hammer Bias.
Proceedings of the Semantic Web - 17th International Conference, 2020

Entity Extraction from Wikipedia List Pages.
Proceedings of the Semantic Web - 17th International Conference, 2020

More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph Embeddings.
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages.
Dataset, December, 2019

CaLiGraph - A large-scale semantic knowledge graph compiled from Wikipedia Categories and Listpages.
Dataset, November, 2019

CaLiGraph - A large-scale semantic knowledge graph compiled from Wikipedia Categories and Listpages.
Dataset, October, 2019

CaLiGraph - A large-scale semantic knowledge graph compiled from Wikipedia Categories and Listpages.
Dataset, October, 2019

CaLiGraph - A large-scale semantic knowledge graph compiled from Wikipedia Categories and Listpages.
Dataset, October, 2019

Uncovering the Semantics of Wikipedia Categories - Axioms and Assertions.
Dataset, October, 2019

Uncovering the Semantics of Wikipedia Categories - Code.
Dataset, October, 2019

RDF2Vec: RDF graph embeddings and their applications.
Semantic Web, 2019

Local and global feature selection for multilabel classification with binary relevance - An empirical comparison on flat and hierarchical problems.
Artif. Intell. Rev., 2019

Wiktionary Matcher.
Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

DOME Results for OAEI 2019.
Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

Uncovering the Semantics of Wikipedia Categories.
Proceedings of the Semantic Web - ISWC 2019, 2019

Results of the Ontology Alignment Evaluation Initiative 2019.
Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

Local ABox Consistency Prediction with Transparent TBoxes Using Gated Graph Neural Networks.
Proceedings of the 2019 International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2019), 2019

Extracting Literal Assertions for DBpedia from Wikipedia Abstracts.
Proceedings of the Semantic Systems. The Power of AI and Knowledge Graphs, 2019

Evaluating Ontology Matchers on Real-World Financial Services Data Models.
Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems co-located with 15th International Conference on Semantic Systems (SEMANTiCS 2019), Karlsruhe, Germany, September 9th - to, 2019

Building a Conference Recommender System Based on SciGraph and WikiCFP.
Proceedings of the Semantic Systems. The Power of AI and Knowledge Graphs, 2019

MELT - Matching EvaLuation Toolkit.
Proceedings of the Semantic Systems. The Power of AI and Knowledge Graphs, 2019

Fourier-Based Parametrization of Convolutional Neural Networks for Robust Time Series Forecasting.
Proceedings of the Discovery Science - 22nd International Conference, 2019

Beyond DBpedia & YAGO - The New Kids on the Knowledge Graph Block.
Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019

2018
A machine learning approach for product matching and categorization.
Semantic Web, 2018

Understanding Forest Health with Remote Sensing, Part III: Requirements for a Scalable Multi-Source Forest Health Monitoring Network Based on Data Science Approaches.
Remote. Sens., 2018

Language-Agnostic Relation Extraction from Abstracts in Wikis.
Inf., 2018

On Cognitive Preferences and the Interpretability of Rule-based Models.
CoRR, 2018

ALOD2Vec matcher.
Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference, 2018

How much is a Triple? Estimating the Cost of Knowledge Graph Creation.
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

Make Embeddings Semantic Again!
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

Provisioning and Usage of Provenance Data in the WebIsALOD Knowledge Graph.
Proceedings of the Joint Proceedings of the International Workshops on Contextualized Knowledge Graphs, 2018

DOME results for OAEI 2018.
Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference, 2018

Results of the Ontology Alignment Evaluation Initiative 2018.
Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference, 2018

Predicting incorrect mappings: a data-driven approach applied to DBpedia.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Machine Learning with and for Semantic Web Knowledge Graphs.
Proceedings of the Reasoning Web. Learning, Uncertainty, Streaming, and Scalability, 2018

DBkWik: A Consolidated Knowledge Graph from Thousands of Wikis.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Weakly Supervised Learning for Fake News Detection on Twitter.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017
Knowledge graph refinement: A survey of approaches and evaluation methods.
Semantic Web, 2017

Type Prediction in Noisy RDF Knowledge Bases Using Hierarchical Multilabel Classification with Graph and Latent Features.
Int. J. Artif. Intell. Tools, 2017

Biased graph walks for RDF graph embeddings.
Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 2017

Large-scale taxonomy induction using entity and word embeddings.
Proceedings of the International Conference on Web Intelligence, 2017

Ensembles of Recurrent Neural Networks for Robust Time Series Forecasting.
Proceedings of the Artificial Intelligence XXXIV, 2017

Towards Profiling Knowledge Graphs.
Proceedings of the 4th International Workshop on Dataset PROFIling and fEderated Search for Web Data (PROFILES 2017) co-located with The 16th International Semantic Web Conference (ISWC 2017), 2017

DBkWik: Towards Knowledge Graph Creation from Thousands of Wikis.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

WebIsALOD: Providing Hypernymy Relations Extracted from the Web as Linked Open Data.
Proceedings of the Semantic Web - ISWC 2017, 2017

Language-Agnostic Relation Extraction from Wikipedia Abstracts.
Proceedings of the Semantic Web - ISWC 2017, 2017

Global RDF Vector Space Embeddings.
Proceedings of the Semantic Web - ISWC 2017, 2017

Fast ABox Consistency Checking Using Incomplete Reasoning and Caching.
Proceedings of the Rules and Reasoning - International Joint Conference, 2017

One Knowledge Graph to Rule Them All? Analyzing the Differences Between DBpedia, YAGO, Wikidata & co.
Proceedings of the KI 2017: Advances in Artificial Intelligence, 2017

A Robust Number Parser Based on Conditional Random Fields.
Proceedings of the KI 2017: Advances in Artificial Intelligence, 2017

An Approach to Correction of Erroneous Links in Knowledge Graphs.
Proceedings of Workshops and Tutorials of the 9th International Conference on Knowledge Capture (K-CAP2017), 2017

Detection of Relation Assertion Errors in Knowledge Graphs.
Proceedings of the Knowledge Capture Conference, 2017

Data-Driven Joint Debugging of the DBpedia Mappings and Ontology - Towards Addressing the Causes Instead of the Symptoms of Data Quality in DBpedia.
Proceedings of the Semantic Web - 14th International Conference, 2017

Synthesizing Knowledge Graphs for Link and Type Prediction Benchmarking.
Proceedings of the Semantic Web - 14th International Conference, 2017

Entity Matching on Web Tables: a Table Embeddings approach for Blocking.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016
Semantic Web in data mining and knowledge discovery: A comprehensive survey.
J. Web Semant., 2016

14th International Semantic Web Conference 2015 Bethlehem, PA, USA; October 11-15.
Künstliche Intell., 2016

Towards More Accurate Statistical Profiling of Deployed schema.org Microdata.
ACM J. Data Inf. Qual., 2016

Type Prediction in RDF Knowledge Bases Using Hierarchical Multilabel Classification.
Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, 2016

A Collection of Benchmark Datasets for Systematic Evaluations of Machine Learning on the Semantic Web.
Proceedings of the Semantic Web - ISWC 2016, 2016

RDF2Vec: RDF Graph Embeddings for Data Mining.
Proceedings of the Semantic Web - ISWC 2016, 2016

RDF Graph Embeddings for Content-based Recommender Systems.
Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), 2016

A Large DataBase of Hypernymy Relations Extracted from the Web.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Evaluating Entity Linking: An Analysis of Current Benchmark Datasets and a Roadmap for Doing a Better Job.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

The Linked Data Mining Challenge 2016.
Proceedings of the Joint Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data and the 1st International Workshop on Completing and Debugging the Semantic Web (Know@LOD-2016, 2016

Fast Approximate A-Box Consistency Checking Using Machine Learning.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

The Second Open Knowledge Extraction Challenge.
Proceedings of the Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29, 2016

Extending RapidMiner with Data Search and Integration Capabilities.
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

2015
Mining the Web of Linked Data with RapidMiner.
J. Web Semant., 2015

The Mannheim Search Join Engine.
J. Web Semant., 2015

Special Issue on Semantic Web Interfaces.
Semantic Web, 2015

A decomposition of the outlier detection problem into a set of supervised learning problems.
Mach. Learn., 2015

Towards Automatic Topical Classification of LOD Datasets.
Proceedings of the Workshop on Linked Data on the Web, 2015

A Web-scale Study of the Adoption and Evolution of the schema.org Vocabulary over Time.
Proceedings of the 5th International Conference on Web Intelligence, Mining and Semantics, 2015

What is Special about Bethlehem, Pennsylvania? Identifying Unusual Facts about DBpedia Entities.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

Serving DBpedia with DOLCE - More than Just Adding a Cherry on Top.
Proceedings of the Semantic Web - ISWC 2015, 2015

Towards combining ontology matchers via anomaly detection.
Proceedings of the 10th International Workshop on Ontology Matching collocated with the 14th International Semantic Web Conference (ISWC 2015), 2015

Creating Large-scale Training and Test Corpora for Extracting Structured Data from the Web.
Proceedings of the Third International Workshop on Linked Data for Information Extraction (LD4IE2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

Gathering Alternative Surface Forms for DBpedia Entities.
Proceedings of the Third NLP&DBpedia Workshop (NLP & DBpedia 2015) co-located with the 14th International Semantic Web Conference 2015 (ISWC 2015), 2015

The Linked Data Mining Challenge 2015.
Proceedings of the 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 12th Extended Semantic Web Conference (ESWC 2015), 2015

Visual Analysis of Statistical Data on Maps Using Linked Open Data.
Proceedings of the Semantic Web: ESWC 2015 Satellite Events - ESWC 2015 Satellite Events Portorož, Slovenia, May 31, 2015

What the Adoption of schema.org Tells About Linked Open Data.
Proceedings of the Joint Proceedings of the 5th International Workshop on Using the Web in the Age of Data (USEWOD '15) and the 2nd International Workshop on Dataset PROFIling and fEderated Search for Linked Data (PROFILES '15) co-located with the 12th European Semantic Web Conference (ESWC 2015), Portorož, Slovenia, May 31, 2015

Heuristics for Fixing Common Errors in Deployed schema.org Microdata.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

What SPARQL Query Logs Tell and Do Not Tell about Semantic Relatedness in LOD Or: The Unsuccessful Attempt to Improve the Browsing Experience of DBpedia by Exploiting Query Logs.
Proceedings of the Workshop on Negative or Inconclusive Results in Semantic Web, 2015

Using Graph Metrics for Linked Open Data Enabled Recommender Systems.
Proceedings of the E-Commerce and Web Technologies, 2015

Exploiting Microdata Annotations to Consistently Categorize Product Offers at Web Scale.
Proceedings of the E-Commerce and Web Technologies, 2015

2014
Improving the Quality of Linked Data Using Statistical Distributions.
Int. J. Semantic Web Inf. Syst., 2014

Enhancing a Location-based Recommendation System by Enrichment with Structured Data from the Web.
Proceedings of the 4th International Conference on Web Intelligence, 2014

Adoption of the Linked Data Best Practices in Different Topical Domains.
Proceedings of the Semantic Web - ISWC 2014, 2014

Detecting Errors in Numerical Linked Data Using Cross-Checked Outlier Detection.
Proceedings of the Semantic Web - ISWC 2014, 2014

Results of the Ontology Alignment Evaluation Initiative 2014.
Proceedings of the 9th International Workshop on Ontology Matching collocated with the 13th International Semantic Web Conference (ISWC 2014), 2014

A Comparison of Propositionalization Strategies for Creating Features from Linked Open Data.
Proceedings of the 1st Workshop on Linked Data for Knowledge Discovery co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014), 2014

Learning Semantically Coherent Rules.
Proceedings of the 1st International Workshop on Interactions between Data Mining and Natural Language Processing co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2014

Identifying Disputed Topics in the News.
Proceedings of the 1st Workshop on Linked Data for Knowledge Discovery co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014), 2014

Detecting Incorrect Numerical Data in DBpedia.
Proceedings of the Semantic Web: Trends and Challenges - 11th International Conference, 2014

The Linked Data Mining Challenge 2014: Results and Experiences.
Proceedings of the 3rd Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 11th Extended Semantic Web Conference (ESWC 2014), 2014

A Hybrid Multi-strategy Recommender System Using Linked Open Data.
Proceedings of the Semantic Web Evaluation Challenge, 2014

Identifying Wrong Links between Datasets by Multi-dimensional Outlier Detection.
Proceedings of the Third International Workshop on Debugging Ontologies and Ontology Mappings, 2014

Feature Selection in Hierarchical Feature Spaces.
Proceedings of the Discovery Science - 17th International Conference, 2014

2013
Ontology-based Application Integration on the User Interface Level.
it Inf. Technol., 2013

Evaluation Measures for Ontology Matchers in Supervised Matching Scenarios.
Proceedings of the Semantic Web - ISWC 2013, 2013

Analyzing Statistics with Background Knowledge from Linked Open Data.
Proceedings of the 1st International Workshop on Semantic Statistics co-located with 13th International Semantic Web Conference, 2013

Extending DBpedia with Wikipedia List Pages.
Proceedings of the NLP & DBpedia workshop co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

WeSeE-Match results for OAEI 2013.
Proceedings of the 8th International Workshop on Ontology Matching co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

Discoverability of SPARQL Endpoints in Linked Open Data.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Type Inference on Noisy RDF Data.
Proceedings of the Semantic Web - ISWC 2013, 2013

DBpediaNYD - A Silver Standard Benchmark Dataset for Semantic Relatedness in DBpedia.
Proceedings of the NLP & DBpedia workshop co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

Results of the Ontology Alignment Evaluation Initiative 2013.
Proceedings of the 8th International Workshop on Ontology Matching co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

A fine-grained sentiment analysis approach for detecting crisis related microposts.
Proceedings of the 10th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2013

A Multi-Indicator Approach for Geolocalization of Tweets.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

I See a Car Crash: Real-Time Detection of Small Scale Incidents in Microblogs.
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

Towards Evaluating Interactive Ontology Matching Tools.
Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

Exploiting Linked Open Data as Background Knowledge in Data Mining.
Proceedings of the International Workshop on Data Mining on Linked Data, 2013

2012
Unsupervised generation of data mining features from linked open data.
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012

WeSeE-Match results for OEAI 2012.
Proceedings of the 7th International Workshop on Ontology Matching, 2012

Automatic Classification and Relationship Extraction for Multi-Lingual and Multi-Granular Events from Wikipedia.
Proceedings of the Workhop on Detection, 2012

WikiMatch results for OEAI 2012.
Proceedings of the 7th International Workshop on Ontology Matching, 2012

WikiMatch - using Wikipedia for ontology matching.
Proceedings of the 7th International Workshop on Ontology Matching, 2012

HotMatch results for OEAI 2012.
Proceedings of the 7th International Workshop on Ontology Matching, 2012

Explain-a-LOD: using linked open data for interpreting statistics.
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

3rd workshop on semantic models for adaptive interactive systems (SEMAIS): (SEMAIS).
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

Crisis information management in the Web 3.0 age.
Proceedings of the 9th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2012

Nobody Wants to Live in a Cold City Where No Music Has Been Recorded - Analyzing Statistics with Explain-a-LOD.
Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

Generating Possible Interpretations for Statistics from Linked Open Data.
Proceedings of the Semantic Web: Research and Applications, 2012

Towards Rule Learning Approaches to Instance-based Ontology Matching.
Proceedings of the First International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, 2012

2011
Improving the Usability of Integrated Applications by Using Interactive Visualizations of Linked Data.
Int. J. Comput. Sci. Appl., 2011

An Architecture for Information Exchange Based on Reference Models.
Proceedings of the Software Language Engineering - 4th International Conference, 2011

Towards an automatic parameterization of ontology matching tools based on example mappings.
Proceedings of the 6th International Workshop on Ontology Matching, 2011

A Service-oriented Architecture for Emergency Management Systems.
Proceedings of the Software Engineering 2011, 2011

Ontology-based information visualization in integrated UIs.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

2nd international workshop on semantic models for adaptive interactive systems (SEMAIS 2011).
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Mapping pragmatic class models to reference ontologies.
Proceedings of the Workshops Proceedings of the 27th International Conference on Data Engineering, 2011

Towards a Formalization of Individual Work Execution at Computer Workplaces.
Proceedings of the Conceptual Structures for Discovering Knowledge, 2011

Ontologiebasierte Applikationsintegration auf Nutzerschnittstellenebene.
Proceedings of the Ausgezeichnete Informatikdissertationen 2011, 2011

SoKNOS - Using Semantic Technologies in Disaster Management Software.
Proceedings of the Semanic Web: Research and Applications, 2011

LiCoRMS - Towards a Resource Management System Based on Lifecycle and Content Information.
Proceedings of the Modeling and Using Context, 2011

2010
Ontology-Enhanced User Interfaces: A Survey.
Int. J. Semantic Web Inf. Syst., 2010

Application integration on the user interface level: An ontology-based approach.
Data Knowl. Eng., 2010

Seamlessly integrated, but loosely coupled: building user interfaces from heterogeneous components.
Proceedings of the ASE 2010, 2010

Efficient Semantic Event Processing: Lessons Learned in User Interface Integration.
Proceedings of the Semantic Web: Research and Applications, 2010

Seamless integration of heterogeneous UI components.
Proceedings of the 2nd ACM SIGCHI Symposium on Engineering Interactive Computing System, 2010

2009
Semantic Synchronization in B2B Transactions.
J. Cases Inf. Technol., 2009

Ontologies for User Interface Integration.
Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009

Improving Usability of Integrated Emergency Response Systems: The SoKNOS Approach.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

Ontology-based modularization of user interfaces.
Proceedings of the 1st ACM SIGCHI symposium on Engineering Interactive Computing System , 2009

Semantic Synchronization in B2B Transactions.
Proceedings of the Cases on Semantic Interoperability for Information Systems Integration, 2009

2008
On Applying Matching Tools to Large-scale Ontologies.
Proceedings of the 3rd International Workshop on Ontology Matching (OM-2008) Collocated with the 7th International Semantic Web Conference (ISWC-2008), 2008

2007
Semantische Synchronisationsdienste zur dynamischen Informationsintegration im elektronischen Geschäftsverkehr.
HMD Prax. Wirtsch., 2007

Context-sensitive Referencing for Ontology Mapping Disambiguation.
Proceedings of the International Workshop on Contexts and Ontologies: Representation and Reasoning (C&O:RR) Collocated with the 6th International and Interdisciplinary Conference on Modelling and Using Context (CONTEXT-2007), 2007


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