Jan 23, 2024 · In this work, we develop an architecture for distributed self-driving laboratories within The World Avatar project, which seeks to create an all-encompassing digital twin based …

Jul 15, 2024 · Dynamic knowledge graphs (DKGs) are popular structures to express different types of connections between objects over time. They can also serve as an efficient …

We propose DynamiKG-Desc (Dynamic Knowledge Graph with Descriptions for Reasoning), which dynamically injects entity descriptions from Wiktionary to build context-aware knowledge …

In this work, we demonstrate how a comprehensive digital twin can be implemented as a dynamic knowledge graph using technologies from the Semantic Web.

Jan 19, 2025 · The dynamic knowledge graph is a data structure that adds temporal information to the nodes and edges of a traditional knowledge graph. It describes the changing processes of …

Jun 21, 2024 · Methodology to represent dynamic knowledge and explore emerging communities from corpora.

In this article, we will introduce knowledge graphs that incorporate temporal information, namely dynamic knowledge graphs (DKGs) and temporal knowledge graphs (TKGs).

Unlike traditional knowledge graphs that provide a fixed snapshot of data relationships, dynamic knowledge graphs continuously update in real-time, leveraging graph traversal techniques to …

Jun 16, 2025 · Dynamic Knowledge Graphs are essential because they reflect real-world situations more accurately. As new entities and relationships arise, DKGs can adjust to include …

Dec 18, 2024 · In this paper, we introduce KeDkg, a novel knowledge editing method that leverages a dynamic knowledge graph for MHQA, designed to ensure the reliability of …