Paul Groth

Affiliations:
  • University of Amsterdam, The Netherlands
  • Elsevier Labs, Amsterdam, The Netherlands (former)
  • Vrije Universiteit Amsterdam, Department of Computer Science, The Netherlands (former)
  • University of Southern California, Information Sciences Institute, Marina del Rey, CA, USA (former)
  • University of Southampton, School of Electronics and Computer Science, UK (former, PhD 2007)


According to our database1, Paul Groth authored at least 161 papers between 2000 and 2022.

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Bibliography

2022
Data distribution debugging in machine learning pipelines.
VLDB J., 2022

Making Canonical Workflow Building Blocks Interoperable across Workflow Languages.
Data Intell., 2022

Self-Contained Entity Discovery from Captioned Videos.
CoRR, 2022

E2EG: End-to-End Node Classification Using Graph Topology and Text-based Node Attributes.
CoRR, 2022

GLDQN: Explicitly Parameterized Quantile Reinforcement Learning for Waste Reduction.
CoRR, 2022

Structure-based knowledge acquisition from electronic lab notebooks for research data provenance documentation.
J. Biomed. Semant., 2022

Question Answering with Additive Restrictive Training (QuAART): Question Answering for the Rapid Development of New Knowledge Extraction Pipelines.
Proceedings of the Knowledge Engineering and Knowledge Management, 2022

Towards data-centric what-if analysis for native machine learning pipelines.
Proceedings of the DEEM '22: Proceedings of the Sixth Workshop on Data Management for End-To-End Machine Learning Philadelphia, 2022

Making Table Understanding Work in Practice.
Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning.
Proceedings of the Sixth Workshop on Structured Prediction for NLP, 2022

2021
Reinforcement Learning-based Collective Entity Alignment with Adaptive Features.
ACM Trans. Inf. Syst., 2021

The non-linear impact of data handling on network diffusion models.
Patterns, 2021

Talking datasets - Understanding data sensemaking behaviours.
Int. J. Hum. Comput. Stud., 2021

Packaging research artefacts with RO-Crate.
CoRR, 2021

Relational Graph Convolutional Networks: A Closer Look.
CoRR, 2021

GitTables: A Large-Scale Corpus of Relational Tables.
CoRR, 2021

Inductive Entity Representations from Text via Link Prediction.
Proceedings of the WWW '21: The Web Conference 2021, 2021

SemEval-2021 Task 8: MeasEval - Extracting Counts and Measurements and their Related Contexts.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

The Challenges of Cross-Document Coreference Resolution for Email.
Proceedings of the K-CAP '21: Knowledge Capture Conference, 2021

Supporting Ontology Maintenance with Contextual Word Embeddings and Maximum Mean Discrepancy.
Proceedings of the Joint Proceedings of the 2nd International Workshop on Deep Learning meets Ontologies and Natural Language Processing (DeepOntoNLP 2021) & 6th International Workshop on Explainable Sentiment Mining and Emotion Detection (X-SENTIMENT 2021) co-located with co-located with 18th Extended Semantic Web Conference 2021, Hersonissos, Greece, June 6th, 2021

2020
Dataset search: a survey.
VLDB J., 2020

A longitudinal analysis of university rankings.
Quant. Sci. Stud., 2020

Dataset Reuse: Toward Translating Principles to Practice.
Patterns, 2020

Understanding data search as a socio-technical practice.
J. Inf. Sci., 2020

FAIR Data Reuse - the Path through Data Citation.
Data Intell., 2020

Introduction - FAIR data, systems and analysis.
Data Sci., 2020

Towards Olfactory Information Extraction from Text: A Case Study on Detecting Smell Experiences in Novels.
CoRR, 2020

Knowledge Scientists: Unlocking the data-driven organization.
CoRR, 2020

Towards Entity Spaces.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

PANDAcap: a framework for streamlining collection of full-system traces.
Proceedings of the 13th European Workshop on Systems Security, 2020

Effective distributed representations for academic expert search.
Proceedings of the First Workshop on Scholarly Document Processing, 2020

Recognizing and Linking Entities in Old Dutch Text: A Case Study on VOC Notary Records.
Proceedings of the International Conference Collect and Connect: Archives and Collections in a Digital Age, 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
Searching Data: A Review of Observational Data Retrieval Practices in Selected Disciplines.
J. Assoc. Inf. Sci. Technol., 2019

Lost or found? Discovering data needed for research.
CoRR, 2019

Transfer Learning for Biomedical Named Entity Recognition with BioBERT.
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

End-to-End Learning for Answering Structured Queries Directly over Text.
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2019) Co-located with the 16th Extended Semantic Web Conference 2019 (ESWC 2019), 2019

2018
Report on the DATA: SEARCH'18 workshop - Searching Data on the Web.
SIGIR Forum, 2018

Understanding Data Retrieval Practices: A Social Informatics Perspective.
CoRR, 2018

Demo Track Chairs' Welcome & Organization.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

DATA: SEARCH'18 - Searching Data on the Web.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Use of Internal Testing Data to Help Determine Compensation for Crowdsourcing Tasks.
Proceedings of the 2nd International Workshop on Augmenting Intelligence with Humans­-in-­the-­Loop co-located with 17th International Semantic Web Conference (ISWC 2018), 2018

Elsevier's Healthcare Knowledge Graph and the Case for Enterprise Level Linked Data Standards.
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

From Data Search to Data Showcasing: The Role of Semantic Technologies in a New Service.
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

Open Information Extraction on Scientific Text: An Evaluation.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017
<i>PROV</i><sub>2R</sub>: Practical Provenance Analysis of Unstructured Processes.
ACM Trans. Internet Techn., 2017

Storing, Tracking, and Querying Provenance in Linked Data.
IEEE Trans. Knowl. Data Eng., 2017

Searching Data: A Review of Observational Data Retrieval Practices.
CoRR, 2017

Linked Data Management.
Proceedings of the Handbook of Big Data Technologies, 2017

2016
Combining User Reputation and Provenance Analysis for Trust Assessment.
ACM J. Data Inf. Qual., 2016

Sources of Change for Modern Knowledge Organization Systems.
CoRR, 2016

Trade-Offs in Automatic Provenance Capture.
Proceedings of the Provenance and Annotation of Data and Processes, 2016

Applying Universal Schemas for Domain Specific Ontology Expansion.
Proceedings of the 5th Workshop on Automated Knowledge Base Construction, 2016

2015
The rationale of PROV.
J. Web Semant., 2015

On the formulation of performant SPARQL queries.
J. Web Semant., 2015

A Demonstration of TripleProv: Tracking and Querying Provenance over Web Data.
Proc. VLDB Endow., 2015

foxPSL: A Fast, Optimized and eXtended PSL implementation.
Int. J. Approx. Reason., 2015

Executing Provenance-Enabled Queries over Web Data.
Proceedings of the 24th International Conference on World Wide Web, 2015

Increasing the Productivity of Scholarship: The Case for Knowledge Graphs.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Decoupling Provenance Capture and Analysis from Execution.
Proceedings of the 7th USENIX Workshop on the Theory and Practice of Provenance, 2015

Provenance of Publications: A PROV Style for LaTeX.
Proceedings of the 7th USENIX Workshop on the Theory and Practice of Provenance, 2015

FoxPSL: An Extended and Scalable PSL Implementation.
Proceedings of the 2015 AAAI Spring Symposia, 2015

2014
API-centric Linked Data integration: The Open PHACTS Discovery Platform case study.
J. Web Semant., 2014

Querying neXtProt nanopublications and their value for insights on sequence variants and tissue expression.
J. Web Semant., 2014

Applying linked data approaches to pharmacology: Architectural decisions and implementation.
Semantic Web, 2014

Ten Simple Rules for the Care and Feeding of Scientific Data.
PLoS Comput. Biol., 2014

10 Simple Rules for the Care and Feeding of Scientific Data.
CoRR, 2014

TripleProv: efficient processing of lineage queries in a native RDF store.
Proceedings of the 23rd International World Wide Web Conference, 2014

A web observatory for the machine processability of structured data on the web.
Proceedings of the ACM Web Science Conference, 2014

Facilitating Trust on Data through Provenance.
Proceedings of the Trust and Trustworthy Computing - 7th International Conference, 2014

Overview of METHOD 2014: the 3rd International Workshop on Methods for Establishing Trust of (Open) Data.
Proceedings of the 10th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014

Analyzing User Demographics and User Behavior for Trust Assessment.
Proceedings of the Uncertainty Reasoning for the Semantic Web III, 2014


Adaptive RDF Query Processing Based on Provenance.
Proceedings of the Provenance and Annotation of Data and Processes, 2014

Generating Scientific Documentation for Computational Experiments Using Provenance.
Proceedings of the Provenance and Annotation of Data and Processes, 2014

Looking Inside the Black-Box: Capturing Data Provenance Using Dynamic Instrumentation.
Proceedings of the Provenance and Annotation of Data and Processes, 2014

PROV-O-Viz - Understanding the Role of Activities in Provenance.
Proceedings of the Provenance and Annotation of Data and Processes, 2014

A Semantic Pattern-Based Recommender.
Proceedings of the Semantic Web Evaluation Challenge, 2014

Linkitup: Semantic Publishing of Research Data.
Proceedings of the Semantic Web Evaluation Challenge, 2014

2013
Provenance: An Introduction to PROV
Synthesis Lectures on the Semantic Web: Theory and Technology, Morgan & Claypool Publishers, ISBN: 9781627052221, 2013

Transparency and Reliability in the Data Supply Chain.
IEEE Internet Comput., 2013

The Knowledge-Remixing Bottleneck.
IEEE Intell. Syst., 2013

On the Formulation of Performant SPARQL Queries
CoRR, 2013

A comparison between online and offline prayer.
Proceedings of the Web Science 2013 (co-located with ECRC), 2013

Identifying research talent using web-centric databases.
Proceedings of the Web Science 2013 (co-located with ECRC), 2013

Building Executable Biological Pathway Models Automatically from BioPAX.
Proceedings of the 3rd International Workshop on Linked Science 2013, 2013

Git2PROV: Exposing Version Control System Content as W3C PROV.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

NoSQL Databases for RDF: An Empirical Evaluation.
Proceedings of the Semantic Web - ISWC 2013, 2013

Including Co-referent URIs in a SPARQL Query.
Proceedings of the Fourth International Workshop on Consuming Linked Data, 2013

Repurposing Benchmark Corpora for Reconstructing Provenance.
Proceedings of the 3rd Workshop on Semantic Publishing, 2013

Spinning data: remixing live data like a music dj.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Linkitup: Link Discovery for Research Data.
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

2012
Capturing Common Knowledge about Tasks: Intelligent Assistance for To-Do Lists.
ACM Trans. Interact. Intell. Syst., 2012

Requirements for Provenance on the Web.
Int. J. Digit. Curation, 2012

Theoretical And Technological Building Blocks For An Innovation Accelerator
CoRR, 2012

Towards Reconstructing the Provenance of Clinical Guidelines.
Proceedings of the 5th International Workshop on Semantic Web Applications and Tools for Life Sciences, 2012

Trust Evaluation through User Reputation and Provenance Analysis.
Proceedings of the 8th International Workshop on Uncertainty Reasoning for the Semantic Web, 2012

Scientific Lenses over Linked Data: An Approach to Support Task Specific Views of the Data. A Vision.
Proceedings of the Second International Workshop on Linked Science 2012, 2012

The Pharmacology Workspace: A Platform for Drug Discovery.
Proceedings of the 3rd International Conference on Biomedical Ontology (ICBO 2012), 2012

Uncovering impacts: a case study in using altmetrics tools.
Proceedings of the 2nd Workshop on Semantic Publishing, 2012

Assessing Linked Data Mappings Using Network Measures.
Proceedings of the Semantic Web: Research and Applications, 2012

Automatic Metadata Annotation through Reconstructing Provenance.
Proceedings of the Workshop on Semantic Web for Provenance Management, 2012

Who Are We Talking About? Identifying Scientific Populations Online.
Proceedings of the Semantic Web and Web Science, 2012

A Semantic Web Primer, 3rd Edition.
MIT Press, ISBN: 978-0-262-01828-9, 2012

2011
Using provenance in the Semantic Web.
J. Web Semant., 2011

PrIMe: A methodology for developing provenance-aware applications.
ACM Trans. Softw. Eng. Methodol., 2011

Special Section: The third provenance challenge on using the open provenance model for interoperability.
Future Gener. Comput. Syst., 2011

The Open Provenance Model core specification (v1.1).
Future Gener. Comput. Syst., 2011

Representing distributed systems using the Open Provenance Model.
Future Gener. Comput. Syst., 2011

Wings: Intelligent Workflow-Based Design of Computational Experiments.
IEEE Intell. Syst., 2011

Multi-Scale Analysis of the Web of Data: a Challenge to the Complex System's Community.
Adv. Complex Syst., 2011

Linked Data for Network Science.
Proceedings of the First International Workshop on Linked Science 2011, 2011

LinkedDataLens: linked data as a network of networks.
Proceedings of the 6th International Conference on Knowledge Capture (K-CAP 2011), 2011

A Framework for Longitudinal Influence Measurement between Communication Content and Social Networks.
Proceedings of the IJCAI 2011, 2011

TripleCloud: An Infrastructure for Exploratory Querying over Web-Scale RDF Data.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

2010
The anatomy of a nanopublication.
Inf. Serv. Use, 2010

The Application of Cloud Computing to the Creation of Image Mosaics and Management of Their Provenance
CoRR, 2010

Metadata and provenance management
CoRR, 2010

Measuring the Dynamic Bi-directional Influence between Content and Social Networks.
Proceedings of the Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, 2010

Finding the Achilles Heel of the Web of Data: Using Network Analysis for Link-Recommendation.
Proceedings of the Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, 2010

Calculating the Trust of Event Descriptions using Provenance.
Proceedings of the Second International Workshop on the role of Semantic Web in Provenance Management, 2010

ProvenanceJS: Revealing the Provenance of Web Pages.
Proceedings of the Provenance and Annotation of Data and Processes, 2010

Social Task Networks: Personal and Collaborative Task Formulation and Management in Social Networking Sites.
Proceedings of the Proactive Assistant Agents, 2010

2009
Recording Process Documentation for Provenance.
IEEE Trans. Parallel Distributed Syst., 2009

A model of process documentation to determine provenance in mash-ups.
ACM Trans. Internet Techn., 2009

Analyzing the Gap between Workflows and their Natural Language Descriptions.
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009

Pipeline-centric provenance model.
Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science, 2009

A scientific workflow construction command line.
Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009

Determining the Trustworthiness of New Electronic Contracts.
Proceedings of the Engineering Societies in the Agents World X, 2009

Expressive Reusable Workflow Templates.
Proceedings of the Fifth International Conference on e-Science, 2009

Scaffolding Instructions to Learn Procedures from Users.
Proceedings of the Agents that Learn from Human Teachers, 2009

Exposing Privacy Obligation Policies in Social Networking Sites.
Proceedings of the Social Semantic Web: Where Web 2.0 Meets Web 3.0, 2009

Metadata and Provenance Management.
Proceedings of the Scientific Data Management - Challenges, Technology, and Deployment., 2009

2008
Provenance: The Bridge Between Experiments and Data.
Comput. Sci. Eng., 2008

FT-Grid: a system for achieving fault tolerance in grids.
Concurr. Comput. Pract. Exp., 2008

Special Issue: The First Provenance Challenge.
Concurr. Comput. Pract. Exp., 2008

Extracting causal graphs from an open provenance data model.
Concurr. Comput. Pract. Exp., 2008

The provenance of electronic data.
Commun. ACM, 2008

A Distributed Algorithm for Determining the Provenance of Data.
Proceedings of the Fourth International Conference on e-Science, 2008

2007
The origin of data : enabling the determination of provenance in multi-institutional scientific systems through the documentation of processes.
PhD thesis, 2007

Provenance-based validation of e-science experiments.
J. Web Semant., 2007

The Requirements of Using Provenance in e-Science Experiments.
J. Grid Comput., 2007

Wolves, bees, and football: Enhancing coordination in sociotechnological problem solving systems through the study of human and animal groups.
Comput. Hum. Behav., 2007

Connecting Scientific Data to Scientific Experiments with Provenance.
Proceedings of the Third International Conference on e-Science and Grid Computing, 2007

AgentPrIMe: Adapting MAS Designs to Build Confidence.
Proceedings of the Agent-Oriented Software Engineering VIII, 8th International Workshop, 2007

2006
Agent coordination and communication in sociotechnological systems: Design and measurement issues.
Interact. Comput., 2006

Security Issues in a SOA-Based Provenance System.
Proceedings of the Provenance and Annotation of Data, 2006

Principles of High Quality Documentation for Provenance: A Philosophical Discussion.
Proceedings of the Provenance and Annotation of Data, 2006

Applying the Provenance Data Model to a Bioinformatics Case.
Proceedings of the High Performance Computing and Grids in Action, 2006

2005
Provenance-Based Validation of E-Science Experiments.
Proceedings of the Semantic Web - ISWC 2005, 4th International Semantic Web Conference, 2005

A Provenance-Aware Weighted Fault Tolerance Scheme for Service-Based Applications.
Proceedings of the Eighth IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2005), 2005

Recording and using provenance in a protein compressibility experiment.
Proceedings of the 14th IEEE International Symposium on High Performance Distributed Computing, 2005

Creating Expert Problem Solving Systems.
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

2004
A Protocol for Recording Provenance in Service-Oriented Grids.
Proceedings of the Principles of Distributed Systems, 8th International Conference, 2004

Wolves, football, and ambient computing: facilitating collaboration in problem solving systems through the study of human and animal groups.
Proceedings of the Third Nordic Conference on Human-Computer Interaction 2004, 2004

2003
Enforcement of Communications Policies in Software Agent Systems through Mobile Code.
Proceedings of the 4th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2003), 2003

Agile Computing: Bridging the Gap between Grid Computing and Ad-hoc Peer-to-Peer Resource Sharing.
Proceedings of the 3rd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2003), 2003

Toward DAML-based policy enforcement for semantic data transformation and filtering in multi-agent systems.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

2001
While You're Away: A System for Load-Balancing and Resource Sharing Based on Mobile Agents.
Proceedings of the First IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2001), 2001

2000
Strong Mobility and Fine-Grained Resource Control in NOMADS.
Proceedings of the Agent Systems, 2000

NOMADS: toward a strong and safe mobile agent system.
Proceedings of the Fourth International Conference on Autonomous Agents, 2000


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