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 9):
The system for detecting bot accounts according to  claim 3 , wherein the hash function is:\n h l ( x,r )= H (\u03c1 xr ( m+l )) with h representing a bucket index, x representing the time series of each signal with a length m, r representing a randomly picked reference of the same length, \u03c1 xr  representing cross-correlation between x and r at lag l, H is a function converting the cross-correlation into an index to a bucket in the hash table with B representing the number of buckets in the hash structure.

Metadata:
- Claim Count in Document: 46.0
- Percentile: 88.0
- Lexical Diversity: 1.22222
- Patent Class: 726.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['12249732', '14620048', '15261445', '15489661', '15261465']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3046634689535467
- 35 USC 102 Novelty (BERT): 0.5003408749447978
- Combined Prediction Score: 0.3242312095526719
- Mean Citation Score: 165.91426
- Max Citation Score: 204.84373
- Similarity Product: 123.26757490375756

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