| Download | - View accepted manuscript: Neuro-symbolic alerting rules (PDF, 827 KiB)
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| DOI | Resolve DOI: https://doi.org/10.1109/TIE.2010.2044113 |
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| Author | Search for: Velik, Rosemarie; Search for: Boley, Harold1 |
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| Affiliation | - National Research Council Canada. NRC Institute for Information Technology
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| Format | Text, Article |
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| Subject | building automation; neuro-symbolic networks; RuleML; perception; decision-making |
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| Abstract | Future building automation will require complex (human-like) perception and decision-making processes not being feasible with classical approaches. In this paper, we address both the perception and the decision-making process and present an alerting model that reacts to perceived situations in a building with decisions about possible alerts. Perception is based on the neuro-symbolic information processing model, which detects candidate alerts. Integrated with perception, decision-making is based on the rule model of RuleML, which computes alerts to relevant building occupants about current opportunities and risks. A general model of neuro-symbolic alerting rules is developed and exemplified with a use case of building alerts. |
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| Publication date | 2010-10-01 |
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| In | |
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| Language | English |
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| Peer reviewed | Yes |
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| NPARC number | 15192584 |
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| Export citation | Export as RIS |
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| Report a correction | Report a correction (opens in a new tab) |
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| Record identifier | 03aaee0a-b5cb-4d97-98ce-b865f12f78c5 |
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| Record created | 2010-06-10 |
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| Record modified | 2020-04-17 |
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