Abstract
This paper proposes a novel framework for representing community 'know-how' on the Semantic Web. Procedural knowledge generated by web communities typically takes the form of natural language instructions or videos and is largely unstructured. The absence of semantic structure impedes the deployment of many useful applications, in particular the ability to discover and integrate know-how automatically. We discuss the characteristics of community know-how and argue that existing knowledge representation frameworks fail to represent it adequately. We present a novel framework for representing the semantic structure of community know-how and demonstrate the feasibility of our approach by providing a concrete implementation which includes a method for automatically acquiring procedural knowledge for real-world tasks.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the Companion Publication of the 23rd International Conference on World Wide Web Companion |
| Place of Publication | Republic and Canton of Geneva, Switzerland |
| Publisher | International World Wide Web Conferences Steering Committee |
| Pages | 1011-1016 |
| Number of pages | 6 |
| ISBN (Print) | 978-1-4503-2745-9 |
| DOIs | |
| Publication status | Published - 2014 |
Keywords
- know-how, knowledge representation, procedural knowledge, process ontology, semantic web, social web