CPC G06F 40/30 (2020.01) [G06F 16/283 (2019.01); G06F 40/205 (2020.01); G06N 20/00 (2019.01)] | 20 Claims |
1. An apparatus to perform contextualized information exchange, comprising:
a memory storing instructions; and
processing circuitry, coupled to the memory, wherein the processing circuitry is operable to execute the instructions that causes the processing circuitry to perform functions, including functions to:
receive information from a user;
infer an inferred result, based on the information and health information associated with the user via a first chatbot model, the first chatbot model trained based on data, the data comprising multiple different data types captured from a computing device for contextualization of dialog data, stored in a data structure, with a chain of values, in a standardized format for use in training the first chatbot model, including individual probability values indicating a probability of correspondence between each of a plurality of data elements and probability values indicating a probability of a relationship between the data elements having a correspondence, wherein the chain of values is generated with the data elements that have been transformed, wherein each data element is transformed by a transformation that is selected based on the data type associated with the respective data element, wherein the data comprises non-dialog data including the health information captured by a smart device associated with the user; and
generate information to exchange with the user based on the inferred result.
|