PATENT CLAIM ANALYSIS

Application Number: 15927989
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2019-09
Patent Classification: ["463", "029000"]

Abstract:
Techniques are described for automatically reducing cheating in an interactive execution environment, such as to perform automated operations to detect and stop use of cheat software in an online game environment, and to restrict subsequent access to the online game environment for users who are identified as using cheat software. The techniques may include using deep learning techniques to train one or more models to classify particular types of gameplay actions as being unauthorized if cheat software use is detected, including to determine a likelihood of whether a separate cheat detection decision system would decide that particular gameplay actions are authorized or not authorized if the additional cheat detection decision system assesses those gameplay actions, and then using the trained model(s) and in some cases the additional cheat detection decision system for the cheat software detection and prevention.

Claim (Index 20):
A system, comprising:\n one or more hardware processors of one or more computing systems; and one or more memories with stored instructions that, when executed by at least one of the one or more hardware processors, cause the system to perform automated operations for a model use component that include at least:\n determining that observed gameplay actions of a user in an interactive game environment are unauthorized due to being similar to other gameplay actions that are assisted by use of cheat software, wherein the determining includes using a model trained to classify user gameplay actions in the interactive game environment as being assisted by use of cheat software or not assisted by use of cheat software; \n obtaining, based at least in part on the determining, and from one or more other cheat software detection systems that further assess the observed gameplay actions, a decision that the observed gameplay actions of the user are unauthorized due to being assisted by the use of cheat software; and \n providing information about at least one of the determining that the observed gameplay actions of the user in the interactive game environment are unauthorized or the decision that the observed gameplay actions of the user are unauthorized.

Metadata:
- Claim Count in Document: 65.0
- Percentile: 90.0
- Lexical Diversity: 1.75
- Patent Class: 463.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['11101031', '14752467', '12343350', '15078567', '14336552']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2996315799581818
- 35 USC 102 Novelty (BERT): 0.4539663431186731
- Combined Prediction Score: 0.315065056274231
- Mean Citation Score: 147.780648
- Max Citation Score: 164.4467
- Similarity Product: 122.68779339170456

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

Dataset: test