Integrating Know-How into the Linked Data Cloud
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Abstract (arXiv)
This paper presents the first framework for integrating procedural knowledge, or "know-how", into the Linked Data Cloud. Know-how available on the Web, such as step-by-step instructions, is largely unstructured and isolated from other sources of online knowledge. To overcome these limitations, we propose extending to procedural knowledge the benefits that Linked Data has already brought to representing, retrieving and reusing declarative knowledge. We describe a framework for representing generic know-how as Linked Data and for automatically acquiring this representation from existing resources on the Web. This system also allows the automatic generation of links between different know-how resources, and between those resources and other online knowledge bases, such as DBpedia. We discuss the results of applying this framework to a real-world scenario and we show how it outperforms existing manual community-driven integration efforts.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 15 Apr 2016.
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Citing papers per year: 2022: 2; 2023: 1; 2024: 1.
4 papers.
- 2022Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Datacited by 22
- 2024CaT-BENCH: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Planscited by 10
- 2022Reasoning about Procedures with Natural Language Processing: A Tutorialcited by 8
- 2023Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generationcited by 7
- 2024CaT-BENCH: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans22 Jun 2024
- 2023Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation18 May 2023
- 2022Reasoning about Procedures with Natural Language Processing: A Tutorial16 May 2022
- 2022Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data14 Mar 2022