<p>Researchers in Artificial Intelligence have traditionally been classified into two categories: the βneatiesβ and the βscruffiesβ. According to the scruffies, the neaties concentrate on building elegant formal frameworks, whose properties are beautifully expressed by means of definitions, lemmas,
Aquisition and Understanding of Process Knowledge using Problem Solving Methods
β Scribed by JosΓ© Manuel GΓ³mez-PΓ©rez
- Publisher
- IOS Press / AKA
- Year
- 0
- Tongue
- English
- Leaves
- 154
- Series
- Studies on the Semantic Web
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
This work deals with process knowledge and how it can be possible to enable users without any kind of IT skills to i) model and reason about processes and ii) analyze the provenance of process executions, without the intervention of software or knowledge engineers. We propose the utilization of Problem Solving Methods (PSMs) as key enablers for the accomplishment of such objectives and demonstrate the solutions developed, evaluated in the contexts of Project Halo and the Provenance Challenge, respectively. The book concludes with a process-centric overview on the challenges raised by the new web-driven computing paradigm, where large amounts of data are contributed and exploited by users on the web, requiring scalable, non-monotonic reasoning techniques as well as stimulating collaboration while preserving trust.
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