2024
DOI: 10.1109/access.2023.3340984
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Instance-Based Lossless Summarization of Knowledge Graph With Optimized Triples and Corrections (IBA-OTC)

Hafiz Tayyeb Javed,
Kifayat Ullah Khan,
Muhammad Faisal Cheema
et al.

Abstract: Knowledge graph (KG) summarization facilitates efficient information retrieval for exploring complex structural data. For fast information retrieval, it requires processing on redundant data. However, it necessitates the completion of information in a summary graph. It also saves computational time during data retrieval, storage space, in-memory visualization, and preserving structure after summarization. Stateof-the-art approaches summarize a given KG by preserving its structure at the cost of information los… Show more

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