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VirtualHome2KG Dataset | Papersgraph

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VirtualHome2KG

Introduced in Synthesizing Event-centric Knowledge Graphs of Daily Activities Using Virtual Space2023

About this Dataset

VirtualHome2KG is a system for constructing and augmenting knowledge graphs (KGs) of daily living activities using virtual space. We also provide an ontology to describe the structure of the KGs. We used VirtualHome as a platform of virtual space simulation. Thus, this repository is an extension of the virtualhome. Please see the original repository of the virtualhome for details of the Unity simulation.

Source: Synthesizing Event-centric Knowledge Graphs of Daily Activities Using Virtual Space

Dataset Variants

VirtualHome2KG

Papers1

Synthesizing Event-Centric Knowledge Graphs of Daily Activities Using Virtual Space

The proposed VirtualHome2KG framework augments both the synthetic video data of daily activities and the contextual semantic data corresponding to the video contents based on the proposed event-centric schema and virtual space simulation results so that context-aware data can be analyzed, and various applications that have conventionally been difficult to develop due to the insufficient availability of relevant data and semantic information can be developed.

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EDIT

Multi-modal Knowledge Graph

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Introduced

2023

License

MIT License

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Languages

English