Based on the conceptual model and data model, the distributed reasoning module implements the reasoning algorithm on a Hadoop cluster.
We implemented the reasoning prototype system based on the Hadoop framework, which is an open-source Java implementation of MapReduce [ 29].
The model is validated with a use case taken from the nuclear industry, and algorithms in Java were developped to implement the associated reasoning automating the process of rules and requirements engineering.
In the processing of matching the capabilities against needs, we employ the Jena [27] API to implement the rule-based reasoning.
As the subdiscipline of artificial intelligence took shape in the 1960's, pioneers like John M. McCarthy and Patrick J. Hayes soon discovered the need to represent and implement the sort of defeasible reasoning that had been identified by Aristotle and Chisholm.
TechCrunch spoke with General Michael Hayden, former director of the NSA and CIA, about how the shift will be implemented and the reasoning behind the agency's surprise decision.
We implement the subsumption of lower layers by higher layers using nonmonotonic reasoning principles.
Since various botnets are used in our evaluation, for a fair comparison to the related work, we have implemented the essential passive reasoning system based on the proposed solution from [2, 23, 27].
We implemented this reasoning process in a prototype cost estimating application, which creates and maintains cost estimates based on a building product model.
An important outcome of these studies is the notion that neurons in parietal and frontal regions accumulate evidence over time until a given decision criterion is reached (rise-to-threshold mechanisms), fuelling the idea that these neurons implement probability "reasoning" to emit a verdict about the state of the world.
