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Ruben Verborgh

Linked Research articles

In the spirit of Linked Research, I try to publish articles in HTML and self-publish them on the Web. The articles below were accepted for conferences ot journals after peer review. Your feedback on them is most welcome. Also see my full publication list.

Linked Research articles on this website

Decentralizing the Semantic Web through incentivized collaboration

International Semantic Web Conference: Blue Sky Ideas, 2018

Personal data is being centralized at an unprecedented scale, and this comes with widely known and far-reaching consequences, considering the recent data scandals with companies such as Equifax and Facebook. Decentralizing personal data storage allows people to take back control of their data, and Semantic Web technologies can facilitate data integration at runtime. However, such data processing over decentralized data requires far more expensive algorithms, while at the same time, less processing power is available in individual stores compared to large-scale data centers. This article presents a vision in which nodes in decentralized networks are incentivized to collaborate on data processing using a distributed ledger. By leveraging the collective processing capacity of all nodes, we can provide a sustainable alternative to the current generation of centralized solutions, and thereby put people back in control without compromising on functionality.

A Web API ecosystem through feature-based reuse

Internet Computing, 2018

The fast-growing Web API landscape brings clients more options than ever before—in theory. In practice, they cannot easily switch between different providers offering similar functionality. We discuss a vision for developing Web APIs based on reuse of interface parts called features. Through the introduction of five design principles, we investigate the impact of feature-based reuse on Web APIs. Applying these principles enables a granular reuse of client and server code, documentation, and tools. Together, they can foster a measurable ecosystem with cross-API compatibility, opening the door to a more flexible generation of Web clients.

Piecing the puzzle – Self-publishing queryable research data on the Web

Workshop on Linked Data on the Web, 2017

Publishing research on the Web accompanied by machine-readable data is one of the aims of Linked Research. Merely embedding metadata as RDFa in HTML research articles, however, does not solve the problems of accessing and querying that data. Hence, I created a simple ETL pipeline to extract and enrich Linked Data from my personal website, publishing the result in a queryable way through Triple Pattern Fragments. The pipeline is open source, uses existing ontologies, and can be adapted to other websites. In this article, I discuss this pipeline, the resulting data for my website, and its possibilities for query evaluation on the Web. More than 35,000 RDF triples of my data are queryable, even with federated SPARQL queries because of links to external datasets. This proves that researchers do not need to depend on centralized repositories for readily accessible (meta-)data, but instead can—and should—take matters into their own hands.

Your JSON is not my JSON – A case for more fine-grained content negotiation

Workshop on Smart Descriptions & Smarter Vocabularies, 2016

Information resources can be expressed in different representations along many dimensions such as format, language, and time. Through content negotiation, HTTP clients and servers can agree on which representation is most appropriate for a given piece of data. For instance, interactive clients typically indicate they prefer HTML, whereas automated clients would ask for JSON or RDF. However, labels such as “JSON” and “RDF” are insufficient to negotiate between the rich variety of possibilities offered by today’s languages and data models. This position paper argues that, despite widespread misuse, content negotiation remains the way forward. However, we need to extend it with more granular options in order to serve different current and future Web clients sustainably.

Linked Research articles on other websites

I am a co-author of these peer-reviewed HTML articles hosted on other websites:

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