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 7):
A non-transitory computer-readable medium with stored contents that cause a computing system to perform automated operations including at least:\n determining, by the computing system, that observed actions of a user in an interactive execution environment will result in access of the user to the interactive execution environment being restricted due to being similar to other unauthorized actions, wherein the determining includes using a model trained to classify user actions in the interactive execution environment as being unauthorized and resulting in access to the interactive execution environment being restricted if a review of the user actions by one or more other unauthorized software detection systems would determine that the user actions are assisted by use of unauthorized software; obtaining, by the computing system and based at least in part on the determining, a decision of whether the observed actions of the user are unauthorized and result in the access of the user to the interactive execution environment being restricted due to being assisted by the use of the unauthorized software, including interacting with the one or more other unauthorized software detection systems that further assess the observed actions; and storing, by the computing system, information about the determining that the observed actions of the user in the interactive execution environment will result in the access of the user to the interactive execution environment being restricted due to being similar to other unauthorized actions.

Metadata:
- Claim Count in Document: 65.0
- Percentile: 90.0
- Lexical Diversity: 1.75
- Patent Class: 463.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['11101031', '14752467', '12343350', '15078567', '14336552']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3223234019888886
- 35 USC 102 Novelty (BERT): 0.4684529466849332
- Combined Prediction Score: 0.336936356458493
- Mean Citation Score: 147.780648
- Max Citation Score: 164.4467
- Similarity Product: 110.1614622936964

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