×

Dynamic personalized multi-turn interaction of cognitive models

  • US 10,847,148 B2
  • Filed: 07/14/2017
  • Issued: 11/24/2020
  • Est. Priority Date: 07/14/2017
  • Status: Active Grant
First Claim
Patent Images

1. A computer-based conversation system for interacting with a user, comprising:

  • a CPU, a computer readable memory, and a computer readable storage medium associated with a computer device;

    program instructions defining a statement and question framer that is configured to;

    obtain insights about a user from a remote big data engine, the insights including likes, dislikes and opinions of the user; and

    generate a response to an input from the user, wherein the response generated is personalized for the user based on the insights and the input, and wherein the statement and question framer comprises;

    a data enrichment and filtering module that;

    sends an identity of the user to the remote big data engine to obtain a plurality of insights associated with the user;

    determines relevance scores for each of the plurality of insights associated with the user based on a relevance of each of the plurality of insights to the input from the user; and

    filters the plurality of insights received from the big data engine based on the relevancy scores of each of the plurality of insights with respect to the input from the user to determine filtered insights relevant to the input;

    a text fragment and construction module that constructs text fragments based on the filtered insights in response to the input, wherein the text fragment and construction module uses natural language processing (NLP) to construct the text fragments;

    an assembly generation module that generates plural sentences from the text fragments; and

    a selection module that selects a single one of the plural sentences as the response; and

    program instructions to output the response to the user,wherein the program instructions are stored on the computer readable storage medium for execution by the CPU via the computer readable memory.

View all claims
  • 1 Assignment
Timeline View
Assignment View
    ×
    ×