Patent ID: 11893641
Assignee: AGBLOX, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 21:
22. The system of claim 12, wherein the sentiment discovery engine is further configured to classify the input data for the multi-layer machine learning-based model by searching for one or more sentiment keys within a pre-defined proximity of each keyword or keyword pairing, calculating positive counts and negative counts for each occurrence of the one or more sentiment keys for the content to calculate the temporally-relative sentiment for the selected equity, converting the temporally-relative sentiment into a numerical array comprised of one or more text-based vectors representing a taxonomy signature for the selected equity, and classifying a historical performance of the selected equity to construct a sequence of the discrete-time data points indicative of the historical performance to define the temporal parameters relative to the selected equity for the specific future time.