PATENT CLAIM ANALYSIS

Application Number: 15955963
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-10
Patent Classification: ["726", "024000"]

Abstract:
Systems and methods for managing antivirus records. A method can include providing a data store of antivirus records, providing an antivirus application to be executed on each of a plurality of user computers, and executing instructions by a remote server to implement a processing tool configured to collect an antivirus record parameter for a particular antivirus record and collect statistical data of a detection events associated with the antivirus record, and a processing tool to configured to determine a false activation using the antivirus record parameter and the statistical data.

Claim (Index 37):
The system of  claim 35 , wherein the classification engine is further configured to:\n train the classification algorithm with time-dependent activation data by building a training set of antivirus records, each antivirus record in the training set initially assigned to the first class, wherein the processing engine is further configured to transmit the training set to a plurality of user computers and collect time-dependent activation data for the training set of antivirus records for a preset time period, and wherein the classification engine is further configured to classify a first subset of the antivirus records in the training set in the second class based on the time-dependent activation data, and exclude a second subset of the antivirus records in the training set from the second class based on the time-dependent activation data.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 91.0
- Lexical Diversity: 1.86275
- Patent Class: 726.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['15432025', '13428177', '14598425', '15098896', '14230262']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3256386467179996
- 35 USC 102 Novelty (BERT): 0.5566319256131897
- Combined Prediction Score: 0.3487379746075186
- Mean Citation Score: 304.9202160000001
- Max Citation Score: 434.6834
- Similarity Product: 365.3557751026512

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

Dataset: test