PATENT CLAIM ANALYSIS

Application Number: 16279274
Application Type: Utility
Filing Date: 2019-02
Publication Date: 2019-06
Patent Classification: ["726", "023000"]

Abstract:
Aspects of the present disclosure include a system comprising a machine-readable storage medium storing at least one program and computer-implemented methods for detecting anomalies in revisions to a web document. Consistent with some embodiments, a method includes publishing, at a network-based content publication platform, a web document comprising a plurality of distinct elements generated using data received from a computing device of a user. The method further includes accessing an updated web document that was generated based on modifications to the published web document made by the user. The method further includes generating one or more anomaly scores based on a comparison of the updated web document to the published web document, and determining whether to allow publication of the updated web document based on a result of a comparison of the anomaly score to a threshold anomaly score.

Claim (Index 19):
A non-transitory machine-readable storage medium embodying instructions that, when executed by a machine of a user, cause the machine to perform operations comprising:\n generating, at the machine of the user, data associated with a plurality of distinct elements of a published a web document; receiving, at the machine of the user, a request to generate an updated web document based on modifying at least one distinct element of the plurality of elements of the published web document, wherein the request is communicated to a system where one or more anomaly scores are generated based on a comparison of the updated web document to the published web document, the one or more anomaly scores providing a measure of deviation of the updated web document from the published web document, and wherein publication of the updated web document is prevented or allowed based at least in part on a result of a comparison of the one or more anomaly scores to one or more threshold anomaly scores to determine whether the published web document has been requested to be altered beyond an expected threshold of change; and receiving, at the machine of the user, a notification indicative of whether the publication of the updated web document is prevented or allowed.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 99.0
- Lexical Diversity: 1.90909
- Patent Class: 726.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15188532', '14271297', '15010225', '13567005', '12621462']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2173706540283481
- 35 USC 102 Novelty (BERT): 0.554665208107866
- Combined Prediction Score: 0.2511001094362999
- Mean Citation Score: 195.274978
- Max Citation Score: 414.98398
- Similarity Product: 334.59759429251187

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