Towards reasoning over knowledge graphs under aleatoric and epistemic uncertainty
Overview & Synopsis
The objective of this short article is to propose a research orientation to address the international Knowledge Graph Reasoning Challenge (IKGRC). The IKGRC consists in solving mysterious crimes and providing a reasonable explanation based on open knowledge graphs, which represent the case, background, and characters of some Sherlock Holmes novels. The suggestion of this paper is to use the framework of the belief functions, well adapted to the consideration of different uncertainties and the management of conflicting information.
Indexed from repository: HAL Open Science
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hal.science)
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Document Information
| Document Title | Towards reasoning over knowledge graphs under aleatoric and epistemic uncertainty |
|---|---|
| Author / Organization | Lucie Kunitomo-Jacquin, Ken Fukuda |
| Subject & Discipline | Multidisciplinary Academic Open Research |
| Categories | Science & Mathematics |
| Publication Year | 2023 |
| License / Rights | Open Access / Creative Commons |
| Resource Verification | Listed PDF (Verification Pending) |
| Original Host Website |
HAL Open Science
(hal.science)
|
| File Format | application/pdf (Portable Document Format) |
| Language | EN |
| Catalog ID | DOC-76699 |
| Original Source Link | Visit Source Page on hal.science » |