Soffos – AI-powered conversational corporate L&D platform
The intricate detail is extremely complex and a patentable secret, but it's all about the use of algorithms that combine computational linguistics, contextual memory, deep learning. The AI parses words as input from voice or text from resources, so that it'understands' the relationship between words (as concepts or things) not just by simple keyword association (e.g. car transport) but by well-defined meta-labels, which refer to relationships between language, concepts, objects and questions from an infinite number of possible (and impossible) relationships. A limited set of relation types are used, using global identifiers with unambiguous denotations. This is combined with semantic'Extraction Transformation and Load' (ETL) processes from structured databases, forming strong associations and disassociations during the AI's training. An example of a Knowledge Graph (KG) to draw upon vast amounts of varied information might be a recommendation system for TV shows, movies, songs and albums from an online entertainment provider, to help find relationships between actors, artistes, titles and series.
Jun-23-2021, 10:55:37 GMT