ColChain: Collaborative Linked Data Networks

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

6 Citations (Scopus)

Abstract

One of the major obstacles that currently prevents the Semantic Web from exploiting its full potential is that the data it provides access to is sometimes not available or outdated. The reason is rooted deep within its architecture that relies on data providers to keep the data available, queryable, and up-to-date at all times - an expectation that many data providers in reality cannot live up to for an extended (or infinite) period of time. Hence, decentralized architectures have recently been proposed that use replication to keep the data available in case the data provider fails. Although this increases availability, it does not help keeping the data up-to-date or allow users to query and access previous versions of a dataset. In this paper, we therefore propose ColChain (COLlaborative knowledge CHAINs), a novel decentralized architecture based on blockchains that not only lowers the burden for the data providers but at the same time also allows users to propose updates to faulty or outdated data, trace updates back to their origin, and query older versions of the data. Our extensive experiments show that ColChain reaches these goals while achieving query processing performance comparable to the state of the art.

Original languageEnglish
Title of host publicationThe Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021
Number of pages12
PublisherAssociation for Computing Machinery
Publication date19 Apr 2021
Pages1385-1396
ISBN (Electronic)978-1-4503-8312-7
DOIs
Publication statusPublished - 19 Apr 2021
EventThe Web Conference 2021 - Ljubljana, Slovakia
Duration: 19 Apr 202123 Apr 2021

Conference

ConferenceThe Web Conference 2021
Country/TerritorySlovakia
CityLjubljana
Period19/04/202123/04/2021

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