Mar 18, 2024 · In this paper, a comparative study is conducted for the emerging construction models of DKG. An extensive analysis is provided for each of the ...
Dec 9, 2024 · In this paper, a comparative study is conducted for the emerging construction models of DKG. An extensive analysis is provided for each of the ...
In this paper, an investigative study is conducted over the emerging construction models of dynamic knowledge graphs. (DKGs), in order to explore the challenges ...
Investigating the Challenges and Prospects of Construction Models for Dynamic Knowledge Graphs · Farghaly, Maha · Mounir, Mahmoud · Aref, Mostafa · Moussa, Sherin M ...
Mar 22, 2024 · It was found that 100% of the investigated models lack the key aspects of dynamicity in DKGs, 75% suffer from insufficient training features, 58 ...
In this work, we first discuss the main graph models for KGs and introduce the major requirements for future KG construction pipelines.
Dynamic Knowledge Graphs: A Next Step For Data Representation?
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Apr 22, 2024 · In this article, we will introduce knowledge graphs that incorporate temporal information, namely dynamic knowledge graphs (DKGs) and temporal knowledge graphs ...
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Jul 9, 2024 · Investigating the challenges and prospects of construction models for dynamic knowledge graphs. IEEE Access, 12:40973–40988, 2024. doi ...
In particular, this work thoroughly analyzes the advancements in knowledge graphs in terms of state-of-the-art technologies and applications. Knowledge graph ...
In this work, we first discuss the main graph models for KGs and introduce the major requirements for future KG construction pipelines. Next, we provide an ...