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 18):
The method according to  claim 9 , wherein:\n the archetype networking mapping comprises a searchable graphical illustration; in response to receiving a search query for an archetype classification label of an online user, prominently identifying one or more nodes within the graphical illustration of the archetype network mapping that satisfy the search query, wherein the one or more nodes comprise one or more online users; and prominently identifying the one or more nodes within the graphical illustration of the archetype network mapping includes modifying a visual appearance of the one or more nodes thereby distinguishing the one or more nodes from other nodes 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): 0.2787543875420693
- 35 USC 102 Novelty (BERT): 0.4976374758731855
- Combined Prediction Score: 0.3006426963751809
- Mean Citation Score: 197.432128
- Max Citation Score: 231.92197
- Similarity Product: 154.5554585052806

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