A5034924491- Scientific Computing and Data Management
- Semantic Web and Ontologies
- Research Data Management Practices
- Data Quality and Management
- Distributed and Parallel Computing Systems
- Topic Modeling
- Advanced Graph Neural Networks
- Biomedical Text Mining and Ontologies
- Natural Language Processing Techniques
- Service-Oriented Architecture and Web Services
- Complex Network Analysis Techniques
- Advanced Database Systems and Queries
- Advanced Data Storage Technologies
- Bioinformatics and Genomic Networks
- Web Data Mining and Analysis
- Data Mining Algorithms and Applications
- Big Data and Business Intelligence
- Distributed systems and fault tolerance
- Access Control and Trust
- Advanced Text Analysis Techniques
- Software Engineering Research
- Data Management and Algorithms
- History and advancements in chemistry
- Computational Drug Discovery Methods
- Machine Learning and Data Classification
University of Amsterdam
2013-2025
Amsterdam University of the Arts
2021-2025
RELX Group (Netherlands)
2007-2022
Vrije Universiteit Amsterdam
2010-2022
University of Manchester
2022
The University of Queensland
2022
ZB MED - Information Centre for Life Sciences
2022
Vlaams Instituut voor Biotechnologie
2022
VIB-UGent Center for Plant Systems Biology
2022
Universidad Politécnica de Madrid
2022
There is an urgent need to improve the infrastructure supporting reuse of scholarly data. A diverse set stakeholders-representing academia, industry, funding agencies, and publishers-have come together design jointly endorse a concise measureable principles that we refer as FAIR Data Principles. The intent these may act guideline for those wishing enhance reusability their data holdings. Distinct from peer initiatives focus on human scholar, Principles put specific emphasis enhancing ability...
As the amount of scholarly communication increases, it is increasingly difficult for specific core scientific statements to be found, connected and curated.Additionally, redundancy these in multiple fora makes determine attribution, quality provenance.To tackle challenges, Concept Web Alliance has promoted notion nanopublications (core with associated context).In this document, we present a model along Named Graph/RDF serialization model.Importantly, defined completely using already existing...
What paper should I read next? Who talk to at a conference? Which research group get this grant? Researchers and funders alike must make daily judgments on how best spend their limited time money–judgments that are becoming increasingly difficult as the volume of scholarly communication increases. Not only does number papers continue grow, it is joined by new forms from data publications microblog posts. To deal with incoming information, scholars have always relied upon filters. At first...
Generating value from data requires the ability to find, access and make sense of datasets. There are many efforts underway encourage sharing reuse, scientific publishers asking authors submit alongside manuscripts marketplaces, open portals communities. Google recently beta-released a search service for datasets, which allows users discover stored in various online repositories via keyword queries. These developments foreshadow an emerging research field around dataset or retrieval that...
An increasing number of researchers support reproducibility by including pointers to and descriptions datasets, software methods in their publications. However, scientific articles may be ambiguous, incomplete difficult process automated systems. In this paper we introduce RO-Crate, an open, community-driven, lightweight approach packaging research artefacts along with metadata a machine readable manner. RO-Crate is based on Schema$.$org annotations JSON-LD, aiming establish best practices...
It would include details of the processes that produced electronic data as far back beginning time or at least epoch provenance awareness.
Describes the Wings intelligent workflow system that assists scientists with designing computational experiments by automatically tracking constraints and ruling out invalid designs, letting focus on their goals.
The World Wide Web is now deeply intertwined with our lives, and has become a catalyst for data deluge, making vast amounts of available online, at click button. With 2.0, users are
The prov family of documents are the final output World Wide Web Consortium Provenance Working Group, chartered to specify a representation provenance facilitate its exchange over Web. This article reflects upon key requirements, guiding principles, and design decisions that influenced documents. A broad range requirements were found, relating concepts necessary for describing provenance, such as resources, activities, agents events, balancing prov’s ease use with facility check validity. By...
Knowledge Graphs (KG) are of vital importance for multiple applications on the web, including information retrieval, recommender systems, and metadata annotation.
Entity alignment (EA) is the task of identifying entities that refer to same real-world object but are located in different knowledge graphs (KGs). For be aligned, existing EA solutions treat them separately and generate results as ranked lists on other side. Nevertheless, this decision-making paradigm fails take into account interdependence among entities. Although some recent efforts mitigate issue by imposing 1-to-1 constraint process, they still cannot adequately model underlying tend...
Digital Twins (DT) facilitate monitoring and reasoning processes in cyber–physical systems. They have progressively gained popularity over the past years because of intense research activity industrial advancements. Cognitive is a novel concept, recently coined to refer involvement Semantic Web technology DTs. Recent studies address relevance ontologies knowledge graphs context DTs, terms representation, interoperability automatic reasoning. However, there no comprehensive analysis how...