Challenges in Bridging Social Semantics and Formal Semantics on the Web
Fabien Lucien Gandon (INRIA Sophia Antipolis / Laboratoire I3S),, Michel Buffa (INRIA Sophia Antipolis / Laboratoire I3S), Elena Cabrio (INRIA, Sophia Antipolis / Laboratoire I3S), Catherine Faron-Zucker (INRIA Sophia, Antipolis / Laboratoire I3S)
TL;DR
This paper discusses the challenges and solutions in integrating social and formal semantics on the web, focusing on graph-based knowledge representation to enhance online community interactions.
Contribution
It introduces graph-oriented methods for modeling social interactions and semantics, advancing the understanding of web-based epistemic communities.
Findings
Effective modeling of actors and interactions in online communities
Enhanced support for community resource management
Improved reasoning over social semantics
Abstract
This paper describes several results of Wimmics, a research lab which names stands for: web-instrumented man-machine interactions, communities, and semantics. The approaches introduced here rely on graph-oriented knowledge representation, reasoning and operationalization to model and support actors, actions and interactions in web-based epistemic communities. The re-search results are applied to support and foster interactions in online communities and manage their resources.
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Taxonomy
TopicsSemantic Web and Ontologies · Scientific Computing and Data Management · Advanced Graph Neural Networks