PATENT CLAIM ANALYSIS

Application Number: 16179017
Application Type: Utility
Filing Date: 2018-11
Publication Date: 2019-05
Patent Classification: ["709", "206000"]

Abstract:
Systems and methods for online user classification and archetype detection within an electronic communications environment includes accessing electronic communication data exchanged between a plurality of online users; processing the electronic communication data by: extracting archetype data features from the electronic communication data; allowing the extracted archetype data features, as input, into a machine learning classification system; identifying, by the machine learning classification system, at least one archetype classification that relates to at least one distinct online user archetype of a plurality of distinct online user archetypes; wherein an electronic communications service: generates an archetype network mapping comprising a plurality of online users each having one or more associated archetype classification labels and that illustrates network connections between each of the plurality of online users; updates the archetype network mapping to associate the at least one archetype classification to the at least one online user.

Claim (Index 14):
The method according to  claim 9 , wherein\n each of the plurality of online users within the archetype network mapping is represented as a distinct node within a graphical representation of the archetype network mapping; the method further comprising:\n identifying an interaction of user with a node within the graphical illustration of the archetype network mapping; \n in response to identifying the interaction, automatically deploying an electronic communication composition section within an interface of an online communication environment for generating and routing an electronic communication to the online user.

Metadata:
- Claim Count in Document: 44.0
- Percentile: 98.0
- Lexical Diversity: 2.32836
- Patent Class: 709.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15995865', '16055361', '13956070', '15139807', '14879787']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2565520874745866
- 35 USC 102 Novelty (BERT): 0.4894014080697009
- Combined Prediction Score: 0.279837019534098
- Mean Citation Score: 197.432128
- Max Citation Score: 231.92197
- Similarity Product: 167.22170200251816

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test