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HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning

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Main Authors: Ling, Cai, Krzysztof, Janowicz, Rui, Zhu
Format: Book
Language:English
Published: Springer 2023
Subjects:
Qualitative spatial/temporal reasoning
subsymbolic
Online Access:https://link.springer.com/article/10.1007/s10707-022-00469-y
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7339
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spelling oai:localhost:PNK-73392023-03-30T07:40:58Z HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning Ling, Cai Krzysztof, Janowicz Rui, Zhu Qualitative spatial/temporal reasoning subsymbolic CC BY Qualitative spatial/temporal reasoning (QSR/QTR) plays a key role in research on human cognition, e.g., as it relates to navigation, as well as in work on robotics and artificial intelligence. Although previous work has mainly focused on various spatial and temporal calculi, more recently representation learning techniques such as embedding have been applied to reasoning and inference tasks such as query answering and knowledge base completion. These subsymbolic and learnable representations are well suited for handling noise and efficiency problems that plagued prior work. 2023-03-30T07:40:57Z 2023-03-30T07:40:57Z 2023 Book https://link.springer.com/article/10.1007/s10707-022-00469-y https://dlib.phenikaa-uni.edu.vn/handle/PNK/7339 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic Qualitative spatial/temporal reasoning
subsymbolic
spellingShingle Qualitative spatial/temporal reasoning
subsymbolic
Ling, Cai
Krzysztof, Janowicz
Rui, Zhu
HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning
description CC BY
format Book
author Ling, Cai
Krzysztof, Janowicz
Rui, Zhu
author_facet Ling, Cai
Krzysztof, Janowicz
Rui, Zhu
author_sort Ling, Cai
title HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning
title_short HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning
title_full HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning
title_fullStr HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning
title_full_unstemmed HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning
title_sort hyperquaternione: a hyperbolic embedding model for qualitative spatial and temporal reasoning
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10707-022-00469-y
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7339
_version_ 1761821914635960320
score 8.891145

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