Here, we provide a comprehensive overview of the latest strategies, including latent semantic analytics, topological data investigation, and deep learning techniques that will drive the future development of diagnostic and therapeutic applications for Alzheimer's disease.
Hustle also wants to build out sophisticated semantic analytics tools.
Natural language processing research increasingly relies on the output of a variety of syntactic and semantic analytics.
The components in the library range from simple data (de)serialisers to syntactic and semantic analytics to user-interactive components.
Then the layering in of semantic analytics, content analysis, and listening engines will be the logical next step for the social enterprise going forward.
Argo allows users to create custom workflows (pipelines) from the built-in library of elementary analytics that range from data serializers/deserializers to syntactic and semantic analytics to user-interactive components.
The available components range from data deserializers (opening a workflow and ingesting input data) and serializers (closing a workflow and producing output data) to NLP components to semantic analytics, such as named entity recognizers and entity-interaction extractors.
Apart from syntactic and semantic analytics, the ever-growing library of components includes several data readers and consumers that support well-established as well as emerging data interchange formats such as XMI, RDF and BioC, which facilitate the interoperability of Argo with other platforms or resources.
One of machine learning's most lasting areas of impact will be to democratize basic intelligence through the commoditization of an increasingly sophisticated set of semantic and analytic services, most of which will be offered for free, enabling step-function changes in software capabilities.
The method of semantic (aka, analytic) tableaux, originating from pioneering work of Beth, Hintikka, Smullyan, and Fitting, is based on a systematic search of satisfying model (reap., falsifying counter-model) if an input formula which is tested for satisfiability (reap., validity), which is guaranteed to be able to find such model whenever it exists.
