US 11,853,701 B2
Method for recommending and implementing communication optimizations
Kevin Brinig, Austin, TX (US); Todd Sifleet, Austin, TX (US); Madolyn Mertz, Austin, TX (US); and Torbjorn Loken, Seattle, WA (US)
Assigned to LitLingo Technologies, Inc., Austin, TX (US)
Filed by LitLingo Technologies, Inc., Austin, TX (US)
Filed on Jun. 19, 2020, as Appl. No. 16/906,439.
Claims priority of provisional application 62/865,238, filed on Jun. 23, 2019.
Prior Publication US 2020/0401766 A1, Dec. 24, 2020
Int. Cl. G06F 40/30 (2020.01); G06F 40/10 (2020.01); G06Q 10/107 (2023.01); G06Q 10/0639 (2023.01)
CPC G06F 40/30 (2020.01) [G06F 40/10 (2020.01); G06Q 10/06393 (2013.01); G06Q 10/107 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system comprising:
at least one memory device; and
one or more processors configured to:
receive communication data and convert the received communication data into a machine representation of the received communication data, wherein the machine representation of the communication data comprises a graph of one or more tokens contained in the received communication data, and wherein the one or more tokens are logically connected by a plurality of pathways;
utilize one or more annotators with the machine representation of the received communication data to generate an annotated machine representation of the received communication data based on the plurality of pathways of the graph of one or more tokens, wherein the annotated machine representation comprises an annotator line in a two-or-more dimensional coordinate space fitted to annotator points, wherein each annotator point represents a coordinate value in the two-or-more dimensional coordinate space of each of the one or more annotators;
compare the annotator line to one or more reference annotator lines to obtain one or more similarity scores between the annotator line and the one or more reference annotator lines;
identify one or more specified reference annotator lines associated with similarity scores exceeding threshold values; and
transmit an initiation action signal based on one or more rules associated with the one or more specified reference annotator lines.