Heiko Paulheim

Heiko Paulheim's AcademicInfluence.com Rankings

Heiko Paulheim

Computer Science

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#9173

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#5726

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#5941

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Computer Science

Heiko Paulheim's Degrees

PhD Computer Science University of Mannheim
Masters Computer Science University of Mannheim
Bachelors Computer Science University of Mannheim

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Heiko Paulheim's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Knowledge graph refinement: A survey of approaches and evaluation methods (2016) (849)
Adoption of the Linked Data Best Practices in Different Topical Domains (2014) (411)
RDF2Vec: RDF Graph Embeddings for Data Mining (2016) (404)
Semantic Web in data mining and knowledge discovery: A comprehensive survey (2016) (281)
Type Inference on Noisy RDF Data (2013) (205)
Unsupervised generation of data mining features from linked open data (2012) (193)
Improving the Quality of Linked Data Using Statistical Distributions (2014) (181)
A Multi-Indicator Approach for Geolocalization of Tweets (2013) (149)
I See a Car Crash: Real-Time Detection of Small Scale Incidents in Microblogs (2013) (137)
RDF2Vec: RDF graph embeddings and their applications (2019) (133)
Weakly Supervised Learning for Fake News Detection on Twitter (2018) (113)
Detecting Incorrect Numerical Data in DBpedia (2014) (105)
A Large DataBase of Hypernymy Relations Extracted from the Web. (2016) (101)
A Collection of Benchmark Datasets for Systematic Evaluations of Machine Learning on the Semantic Web (2016) (95)
Mining the Web of Linked Data with RapidMiner (2015) (91)
Generating Possible Interpretations for Statistics from Linked Open Data (2012) (75)
Global RDF Vector Space Embeddings (2017) (74)
The Mannheim Search Join Engine (2015) (73)
Serving DBpedia with DOLCE - More than Just Adding a Cherry on Top (2015) (71)
Ontology-Enhanced User Interfaces: A Survey (2010) (70)
One Knowledge Graph to Rule Them All? Analyzing the Differences Between DBpedia, YAGO, Wikidata & co (2017) (69)
Ontologies-Based Business Integration (2008) (68)
SoKNOS - Using Semantic Technologies in Disaster Management Software (2011) (60)
Evaluating Entity Linking: An Analysis of Current Benchmark Datasets and a Roadmap for Doing a Better Job (2016) (59)
Detecting Errors in Numerical Linked Data Using Cross-Checked Outlier Detection (2014) (58)
WikiMatch - using Wikipedia for ontology matching (2012) (58)
Towards Evaluating Interactive Ontology Matching Tools (2013) (54)
Understanding Forest Health with Remote Sensing, Part III: Requirements for a Scalable Multi-Source Forest Health Monitoring Network Based on Data Science Approaches (2018) (53)
Biased graph walks for RDF graph embeddings (2017) (53)
A fine-grained sentiment analysis approach for detecting crisis related microposts (2013) (52)
A decomposition of the outlier detection problem into a set of supervised learning problems (2015) (51)
On cognitive preferences and the plausibility of rule-based models (2018) (51)
Detection of Relation Assertion Errors in Knowledge Graphs (2017) (51)
Feature Selection in Hierarchical Feature Spaces (2014) (51)
A Hybrid Multi-strategy Recommender System Using Linked Open Data (2014) (50)
A Comparison of Propositionalization Strategies for Creating Features from Linked Open Data (2014) (48)
Identifying Wrong Links between Datasets by Multi-dimensional Outlier Detection (2014) (46)
Crisis information management in the Web 3.0 age (2012) (43)
Exploiting Linked Open Data as Background Knowledge in Data Mining (2013) (42)
MELT - Matching EvaLuation Toolkit (2019) (42)
A Web-scale Study of the Adoption and Evolution of the schema.org Vocabulary over Time (2015) (41)
Knowledge Graphs on the Web - an Overview (2020) (40)
Towards an automatic parameterization of ontology matching tools based on example mappings (2011) (39)
Type Prediction in RDF Knowledge Bases Using Hierarchical Multilabel Classification (2016) (39)
Improving Usability of Integrated Emergency Response Systems: The SoKNOS Approach (2009) (38)
A machine learning approach for product matching and categorization (2018) (37)
WebIsALOD: Providing Hypernymy Relations Extracted from the Web as Linked Open Data (2017) (36)
Data Mining with Background Knowledge from the Web (2014) (34)
Heuristics for Fixing Common Errors in Deployed schema.org Microdata (2015) (32)
WeSeE-Match results for OEAI 2012 (2012) (32)
RDF Graph Embeddings for Content-based Recommender Systems (2016) (31)
DBkWik: Towards Knowledge Graph Creation from Thousands of Wikis (2017) (30)
How much is a Triple? Estimating the Cost of Knowledge Graph Creation (2018) (29)
DOME results for OAEI 2018 (2018) (28)
DBkWik: A Consolidated Knowledge Graph from Thousands of Wikis (2018) (27)
Ontology-based Application Integration (2011) (26)
Type Prediction in Noisy RDF Knowledge Bases Using Hierarchical Multilabel Classification with Graph and Latent Features (2017) (25)
Fast Approximate A-Box Consistency Checking Using Machine Learning (2016) (25)
Entity Matching on Web Tables: a Table Embeddings approach for Blocking (2017) (23)
Extending DBpedia with Wikipedia List Pages (2013) (22)
Data-Driven Joint Debugging of the DBpedia Mappings and Ontology - Towards Addressing the Causes Instead of the Symptoms of Data Quality in DBpedia (2017) (22)
Uncovering the Semantics of Wikipedia Categories (2019) (21)
Ontologies for User Interface Integration (2009) (21)
KGvec2go – Knowledge Graph Embeddings as a Service (2020) (21)
Discoverability of SPARQL Endpoints in Linked Open Data (2013) (21)
Local and global feature selection for multilabel classification with binary relevance (2017) (21)
On Applying Matching Tools to Large-scale Ontologies (2008) (20)
Automatic Classification and Relationship Extraction for Multi-Lingual and Multi-Granular Events from Wikipedia (2012) (20)
Application integration on the user interface level: An ontology-based approach (2010) (19)
Automated Feature Generation from Structured Knowledge (2011) (19)
Large-scale taxonomy induction using entity and word embeddings (2017) (18)
Visual Analysis of Statistical Data on Maps Using Linked Open Data (2015) (18)
Predicting incorrect mappings: a data-driven approach applied to DBpedia (2018) (18)
Efficient Semantic Event Processing: Lessons Learned in User Interface Integration (2010) (18)
Browsing Linked Open Data with Auto Complete (2012) (18)
Towards Automatic Topical Classification of LOD Datasets (2015) (17)
Enhancing a Location-based Recommendation System by Enrichment with Structured Data from the Web (2014) (17)
The Knowledge Graph Track at OAEI - Gold Standards, Baselines, and the Golden Hammer Bias (2020) (17)
Ensembles of Recurrent Neural Networks for Robust Time Series Forecasting (2017) (16)
RDF2Vec Light - A Lightweight Approachfor Knowledge Graph Embeddings (2020) (16)
Analyzing Statistics with Background Knowledge from Linked Open Data (2013) (16)
Exploiting Microdata Annotations to Consistently Categorize Product Offers at Web Scale (2015) (16)
HotMatch results for OEAI 2012 (2012) (16)
The Semantic Web: ESWC 2017 Satellite Events (2017) (16)
Semantic Models for Adaptive Interactive Systems (2013) (15)
The Second Open Knowledge Extraction Challenge (2016) (15)
Language-Agnostic Relation Extraction from Abstracts in Wikis (2018) (15)
Make Embeddings Semantic Again! (2018) (15)
Explain-a-LOD: using linked open data for interpreting statistics (2012) (15)
Language-Agnostic Relation Extraction from Wikipedia Abstracts (2017) (15)
Entity Extraction from Wikipedia List Pages (2020) (14)
Machine Learning with and for Semantic Web Knowledge Graphs (2018) (14)
Gathering Alternative Surface Forms for DBpedia Entities (2015) (14)
On Cognitive Preferences and the Interpretability of Rule-based Models (2018) (14)
The Semantic Web: ESWC 2018 Satellite Events: ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, 2018, Revised Selected Papers (2018) (14)
DBkWik: extracting and integrating knowledge from thousands of Wikis (2019) (14)
ALOD2Vec matcher results for OAEI 2020 (2020) (13)
Synthesizing Knowledge Graphs for Link and Type Prediction Benchmarking (2017) (13)
An Approach to Correction of Erroneous Links in Knowledge Graphs (2017) (13)
Ontology-based modularization of user interfaces (2009) (12)
Mapping pragmatic class models to reference ontologies (2011) (12)
Why the Semantic Web Should Become More Imprecise (2012) (12)
Visual Analysis of Ontology Matching Results with the MELT Dashboard (2020) (11)
Knowledge graph embedding for data mining vs. knowledge graph embedding for link prediction - two sides of the same coin? (2022) (11)
Learning Semantically Coherent Rules (2014) (11)
Supervised ontology and instance matching with MELT (2020) (11)
The Knowledge Graph Track at OAEI (2020) (11)
Mashups for the Emergency Management Domain (2013) (11)
Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs (2020) (11)
Improving the usability of integrated applications by using interactive visualizations of linked data (2011) (10)
Seamless integration of heterogeneous UI components (2010) (10)
Collecting a Large Scale Dataset for Classifying Fake News Tweets Using Weak Supervision (2021) (10)
DBpediaNYD - A Silver Standard Benchmark Dataset for Semantic Relatedness in DBpedia (2013) (10)
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 (2015) (10)
A Formal Ontology on User Interfaces - Yet Another User Interface Description Language? (2011) (10)
Towards More Accurate Statistical Profiling of Deployed schema.org Microdata (2016) (9)
Putting RDF2vec in Order (2021) (9)
Context-sensitive Referencing for Ontology Mapping Disambiguation (2007) (9)
WikiMatch results for OEAI 2012 (2012) (9)
Identifying Disputed Topics in the News (2014) (9)
RDF 2 Vec : RDF Graph Embeddings and Their Applications (2016) (8)
WeSeE-Match results for OAEI 2013 (2013) (8)
Towards a Formalization of Individual Work Execution at Computer Workplaces (2011) (8)
Automatic detection of relation assertion errors and induction of relation constraints (2020) (8)
Building a Conference Recommender System Based on SciGraph and WikiCFP (2019) (8)
Ontology-based information visualization in integrated UIs (2011) (8)
Fast ABox Consistency Checking Using Incomplete Reasoning and Caching (2017) (7)
Towards Rule Learning Approaches to Instance-based Ontology Matching (2012) (7)
Using Graph Metrics for Linked Open Data Enabled Recommender Systems (2015) (7)
Extending RapidMiner with Data Search and Integration Capabilities (2016) (7)
Evaluating Ontology Matchers on Real-World Financial Services Data Models (2019) (7)
Wiktionary matcher results for OAEI 2020 (2020) (7)
An Architecture for Information Exchange Based on Reference Models (2011) (7)
Do Judge an Entity by Its Name! Entity Typing Using Language Models (2021) (6)
FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge Graphs (2021) (6)
The Linked Data Mining Challenge 2016 (2015) (6)
A survey on knowledge-aware news recommender systems (2022) (6)
Bias in Knowledge Graphs - an Empirical Study with Movie Recommendation and Different Language Editions of DBpedia (2021) (6)
Extending Tables with Data from over a Million Websites (2014) (6)
ATBox results for OAEI 2022 (2020) (6)
Order Matters: Matching Multiple Knowledge Graphs (2021) (6)
What the Adoption of schema.org Tells About Linked Open Data (2015) (6)
Geospatial Web Mining for Emergency Management (2010) (6)
Improving UI integration with formal semantics (2010) (6)
GraphConfRec: A Graph Neural Network-Based Conference Recommender System (2021) (5)
Matching with transformers in MELT (2021) (5)
Walk this Way! Entity Walks and Property Walks for RDF2vec (2022) (5)
Information Extraction From Co-Occurring Similar Entities (2021) (5)
Application Integration on the User Interface Level (2011) (5)
Combining Government and Linked Open Data in Emergency Management (2012) (5)
A Visual Tool for Supporting Developers in Ontology-based Application Integration (2011) (5)
What is special about Bethlehem, Pennsylvania? Identifying unexpected facts about DBpedia entities (2015) (5)
More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph Embeddings (2020) (5)
Semantic Synchronization in B2B Transactions (2009) (5)
A Service-oriented Architecture for Emergency Management Systems (2011) (5)
Nobody Wants to Live in a Cold City Where No Music Has Been Recorded - Analyzing Statistics with Explain-a-LOD (2012) (4)
Evaluation Measures for Ontology Matchers in Supervised Matching Scenarios (2013) (4)
Towards Exploiting Implicit Human Feedback for Improving RDF2vec Embeddings (2020) (4)
Background knowledge in ontology matching: A survey (2022) (4)
Ontology-based System Integration (2011) (4)
Representation Learning for the Semantic Web (2020) (4)
Seamlessly Integrated, but Loosely Coupled - Building UIs from Heterogeneous Components (2010) (4)
On cognitive preferences and the plausibility of rule-based models (2019) (4)
Background Knowledge in Schema Matching: Strategy vs. Data (2021) (3)
Local ABox Consistency Prediction with Transparent TBoxes Using Gated Graph Neural Networks (2019) (3)
Towards Profiling Knowledge Graphs (2017) (3)
A Knowledge Graph for Assessing Agressive Tax Planning Strategies (2020) (3)
Extracting Literal Assertions for DBpedia from Wikipedia Abstracts (2019) (3)
A Semantic Browser for Linked Open Data (2012) (3)
The Linked Data Mining Challenge 2014: Results and Experiences (2014) (3)
UI2Ont—A Formal Ontology on User Interfaces and Interactions (2013) (3)
Towards combining ontology matchers via anomaly detection (2015) (3)
What is Special about Bethlehem, Pennsylvania? Identifying Unusual Facts about DBpedia Entities (2015) (3)
Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection (2022) (3)
Proceedings of the First International Workshop on Linked Data for Information Extraction (LD4IE 2013) co-located with the 12th International Semantic Web Conference (ISWC 2013), Sydney, Australia, October 21, 2013 (2013) (3)
Seamlessly integrated, but loosely coupled: building user interfaces from heterogeneous components (2010) (3)
Creating Large-scale Training and Test Corpora for Extracting Structured Data from the Web (2015) (2)
Stacked LSTM Snapshot Ensembles for Time Series Forecasting (2018) (2)
A Robust Number Parser Based on Conditional Random Fields (2017) (2)
Ontology Matching Through Absolute Orientation of Embedding Spaces (2022) (2)
Combining Machine Learning and Semantic Web: A Systematic Mapping Study (2023) (2)
PASTREM: Proactive Ontology Based Recommendations for Information Workers (2013) (2)
Developing Efficient Ontology-based Systems Using A-box Data from Running Applications (2011) (2)
Provisioning and Usage of Provenance Data in the WebIsALOD Knowledge Graph (2018) (2)
Knowledge Graphs and Language Technology (2017) (2)
CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications (2020) (2)
A Framework for Ontologies-based User Interface Integration (2009) (2)
Improving the Usability of Integrated Applications by Using Visualizations of Linked Data (2011) (2)
The CaLiGraph Ontology as a Challenge for OWL Reasoners (2021) (2)
Special Issue on Semantic Web Interfaces (2015) (2)
Web Table Classification based on Visual Features (2021) (1)
The Semantic Web: 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31–June 4, 2020, Proceedings (2020) (1)
Proceedings of the Second International Conference on Linked Data for Information Extraction - Volume 1267 (2013) (1)
Knowledge Graphs Evolution and Preservation - A Technical Report from ISWS 2019 (2020) (1)
Proceedings of the Second International Workshop on Linked Data for Information Extraction (LD4IE 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Italy, October 20, 2014 (2014) (1)
Beyond DBpedia & YAGO - The New Kids on the Knowledge Graph Block (2019) (1)
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings (2022) (1)
Local and Global Feature Selection for Multilabel Classification with Binary Relevance An Empirical Comparison on Flat and Hierarchical Problems (2017) (1)
Towards the Web of Embeddings: Integrating multiple knowledge graph embedding spaces with FedCoder (2022) (1)
scikit-learn Pipelines Meet Knowledge Graphs - The Python kgextension Package (2021) (1)
Gollum: A Gold Standard for Large Scale Multi Source Knowledge Graph Matching (2022) (1)
Integration of User Interface Components based on Ontologies and Rules (2010) (1)
Geospatial webmining for emergency management (2010) (1)
On-Demand and Lightweight Knowledge Graph Generation - a Demonstration with DBpedia (2021) (1)
Evidential Relational-Graph Convolutional Networks for Entity Classification in Knowledge Graphs (2021) (1)
Transformer-based Subject Entity Detection in Wikipedia Listings (2022) (1)
A decomposition of the outlier detection problem into a set of supervised learning problems (2015) (1)
Ontology-based Application Integration on the User Interface Level (2013) (1)
Context-Sensitive Semantic Synchronization Enablement in Electronic Negotiations (2011) (1)
Ontologies in User Interface Development (2011) (1)
Linked data for information extraction challenge 2014 tasks and results (2014) (1)
Outlier Detection in Linked Open Data (2013) (0)
Towards End-user User Interface Integration (2011) (0)
An Ontology of User Interfaces and Interactions (2011) (0)
Divided by the Algorithm? The (Limited) Effects of Content- and Sentiment-Based News Recommendation on Affective, Ideological, and Perceived Polarization (2023) (0)
Proceedings of the First International Workshop on Linked Data forInformation Extraction (LD4IE 2013) co-located with the 12th InternationalSemantic Web Conference (ISWC 2013), Sydney, Australia, October21, 2013 (2013) (0)
Local and global feature selection for multilabel classification with binary relevance (2017) (0)
Towards Generalizable Machinery Prognostics (2021) (0)
Web Data Commons - Web Table Corpus 2012 / English-language Relational Subset (2012) (0)
Web Data Commons - Web Table Corpus 2012 / Relational Data (2012) (0)
Language-agnostic Relation Extraction from Wikipedia Abstracts for Knowledge Graph Extension (2016) (0)
The CaLiGraph Ontology as a Challenge for OWL\protect \unhbox \voidb@x \protect \penalty \@M {}Reasoners (2021) (0)
DBkWik: extracting and integrating knowledge from thousands of Wikis (2019) (0)
Proceedings of the Second International Workshop on Linked Data forInformation Extraction (LD4IE 2014) co-located with the 13th InternationalSemantic Web Conference (ISWC 2014), Riva del Garda, Italy, October20, 2014 (2014) (0)
Chapter 1 Mashups for the Emergency Management Domain (2012) (0)
Fourier-Based Parametrization of Convolutional Neural Networks for Robust Time Series Forecasting (2019) (0)
2nd international workshop on semantic models for adaptive interactive systems (SEMAIS 2011) (2011) (0)
Linked Death—Representing, Publishing, and Using Second World War Death Records as Linked Open Data (2016) (0)
Why UI Standards Should Come Together with Formal Ontologies Position Paper (2010) (0)
14th International Semantic Web Conference 2015 Bethlehem, PA, USA; October 11–15 (2016) (0)
A Framework for User Interface Integration (2011) (0)
Efficient Semantic Event Processing (2011) (0)
Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives (2023) (0)
Proceedings of the Fourth International Workshop on Linked Data for Information Extraction co-located with 15th International Semantic Web Conference (ISWC 2016), Kobe, Japan, October 18, 2016 (2016) (0)
CaLiGraph - A Large-Scale Semantic Knowledge Graph compiled from Wikipedia Categories and List Pages (2021) (0)
Data Object Exchange (2011) (0)
Crossing Technological Borders (2011) (0)
Improving Information Exploration (2011) (0)
LiCoRMS - Towards a Resource Management System Based on Lifecycle and Content Information (2011) (0)
Intelligente Datenauswertung mit Linked Open Data (2015) (0)
DBkWik++ - Multi Source Matching of Knowledge Graphs (2022) (0)
Winning at Any Cost - Infringing the Cartel Prohibition With Reinforcement Learning (2021) (0)
It's All in the Name: Entity Typing Using Multilingual Language Models (2022) (0)
3rd workshop on semantic models for adaptive interactive systems (SEMAIS): (SEMAIS) (2012) (0)
User Interface Data Data Common Business Logic Integration Layer Common User Interface Data Business Logic Integration on the Data Source Level Integration on the Business Logic Level Integration on the User Interface Level interaction interaction interaction (2010) (0)
Joint Proceedings of 5 th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data ( Know @ LOD 2016 ) and 1 st International Workshop on Completing and Debugging the Semantic (2016) (0)
Proceedings of the Third International Workshop on Linked Data for Information Extraction (LD4IE2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, Pennsylvania, USA, October 12, 2015 (2015) (0)
Web Data Commons - WebIsA Database (2015) (0)
14th International Semantic Web Conference 2015 Bethlehem, PA, USA; October 11–15 (2016) (0)
On a Generalized Framework for Time-Aware Knowledge Graphs (2022) (0)
Entity Type Prediction Leveraging Graph Walks and Entity Descriptions (2022) (0)
Can predicate lexicalizations help in named entity disambiguation (2016) (0)
The RDF2vec Family of Knowledge Graph Embedding Methods An Experimental Evaluation of RDF2vec Variants and their Capabilities (2022) (0)
Joint Proceedings of 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data (Know@LOD 2016) and 1st International Workshop on Completing and Debugging the Semantic Web (CoDeS 2016) (2016) (0)
KERMIT - A Transformer-Based Approach for Knowledge Graph Matching (2022) (0)
Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph (2022) (0)
ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics (2023) (0)
Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG (2023) (0)
NASTyLinker: NIL-Aware Scalable Transformer-based Entity Linker (2023) (0)
Report on ALIS Ontology (2008) (0)

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University of Mannheim

Heiko Paulheim's Academic­Influence.com Rankings