Applications of Artificial Intelligence for Decision-Making by Patrick Talbot,Dennis Ellis

By Patrick Talbot,Dennis Ellis

ebook Description: now we have the knowledge! an excessive amount of facts! Decision-making calls for that facts be filtered and sophisticated to supply info. including context to the content material produces actionable wisdom. regrettably, present strategies strip away the uncertainty linked to the uncooked information. This publication offers a decision-centered procedure for dealing with uncertainty that mixes what humans do most sensible with what desktops do most sensible. Algorithms “plug into”the wisdom base from a unmarried import/export interface, facilitating multi-strategy reasoning. Triage filters the knowledge, extraction of hedge phrases seize uncertainty, an executable wisdom base presents content material in context, facts fusion propagates uncertainty, facts analytics observe styles, and plan optimization instruments circulation the decision-maker from “what's happening” to “what to do”. screens current actionable wisdom with linked uncertainties explicitly proven. Fifteen functions are proven starting from durability prediction, to a retail challenge solver, to intelligence neighborhood functions, to starship cybernetics.

We wrote the publication to supply the practitioner with compelling principles for orchestrating man made intelligence, statistical, and mathematical algorithms to provide absolutely built-in determination aid structures. Novel options of specific curiosity are: an information illustration that offers a unifying framework for multi-strategy reasoning and simulation, a strong therapy of uncertainty, monitor-assess-plan-execute choice loops for regimen and quick-reaction judgements, 8 thoughts for computerized discovery of unknown unknowns, point four (process refinement) facts fusion, and a self-aware wisdom base that “knows what it knows".

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