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 19):
The method according to  claim 9 , wherein\n the archetype network mapping includes an electronic communication path from a user that provided the search query to an online user or node within a graphical illustration of the archetype network mapping; and displaying the archetype network mapping includes prominently identifying the electronic communication path within the graphical illustration of the archetype network mapping; and prominently identifying the electronic communication path within the graphical illustration of the archetype network mapping includes modifying a visual appearance of the electronic communication path thereby distinguishing the electronic communication path from other electronic communication paths of the graphical illustration of the archetype network mapping.

Metadata:
- Claim Count in Document: 44.0
- Percentile: 98.0
- Lexical Diversity: 2.32836
- Patent Class: 709.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15995865', '16055361', '13956070', '15139807', '14879787']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2787825681018227
- 35 USC 102 Novelty (BERT): 0.4974879746878119
- Combined Prediction Score: 0.3006531087604217
- Mean Citation Score: 197.432128
- Max Citation Score: 231.92197
- Similarity Product: 154.87421751191377

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 0
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test