KSL-95-29 + redirect page
A Framework for Knowledge-Based Temporal Abstraction + Has identifier
A Framework for Knowledge-Based Temporal Abstraction + Ksl tr id
A Framework for Knowledge-Based Temporal Abstraction + Number
| A Framework for Knowledge-Based Temporal Abstraction |
Bibtype
techreport
Has publishing details
March,1995
Has title
A Framework for Knowledge-Based Temporal Abstraction
Has where published
KSL-95-29
Has year
1995
Title
A Framework for Knowledge-Based Temporal Abstraction
Year
1995
Abstract
A domain-independent knowledge-based infer … A domain-independent knowledge-based inference structure is presented, specific to the task of abstracting higher-level concepts from time-stamped data. The framework includes a model of time, parameters, events, and contexts. A formal specification of a domain's temporal-abstraction knowledge supports acquisition, maintenance, reuse, and sharing of that knowledge.The knowledge-based temporal-abstraction method decomposes the temporal-abstraction task into five subtasks. These subtasks are solved by five domain-independent temporal-abstraction mechanisms. Thetemporal-abstraction mechanisms depend on four domain-specific knowledge types:structural, classification (functional), temporal-semantic (logical), and temporal-dynamic (probabilistic) knowledge. Values for the four knowledge types are specified when developing a temporal-abstraction system in a new domain. The knowledge-based temporal-abstraction method has been implemented in the RESUME system and evaluated in several different clinical domains(protocol-based care, monitoring of children's growth, and therapy of diabetes)with encouraging results. rapy of diabetes)with encouraging results.
Note
Medical Computer Science
Author
Yuval Shahar +
Has author
Yuval Shahar +
Has identifier
A Framework for Knowledge-Based Temporal Abstraction +
Institution
Knowledge Systems, AI Laboratory +
Ksl tr id
A Framework for Knowledge-Based Temporal Abstraction +
Month
March +
Number
A Framework for Knowledge-Based Temporal Abstraction +
Process note
NO +
Categories KSL Technical Report +, Publication +, Technical Report +
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