PATENT CLAIM ANALYSIS

Application Number: 15750236
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-08
Patent Classification: ["726", "023000"]

Abstract:
Bots are detected real-time by correlating activity between users using a lag-sensitive hashing technique that captures warping-invariant correlation. Correlated users groups in social media may be found that represent bot behavior with thousands of bot accounts detected in a couple of hours.

Claim (Index 11):
The process for detecting bot accounts according to  claim 10 , wherein the collecting step further comprises the steps of:\n gathering data of one or more users matching a set of terms for a defined time period; filtering users by removing those users with data consisting of one instance of a term; forming filtered data as a set of time series of all remaining users; passing filtered data to the indexer component.

Metadata:
- Claim Count in Document: 46.0
- Percentile: 88.0
- Lexical Diversity: 1.22222
- Patent Class: 726.0
- Transitional Phrase Type: closed
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['12249732', '14620048', '15261445', '15489661', '15261465']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3396172915910254
- 35 USC 102 Novelty (BERT): 0.4820078016361273
- Combined Prediction Score: 0.3538563425955356
- Mean Citation Score: 165.91426
- Max Citation Score: 204.84373
- Similarity Product: 147.71466398080943

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