PATENT CLAIM ANALYSIS

Application Number: 15907237
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2019-08
Patent Classification: ["715", "255000"]

Abstract:
A method for machine learning based document editing is provided. The method may include receiving, from a client, one or more inputs associated with a document. A recommendation to include and/or exclude a clause, a term, and/or a line item from the document may be generated by at least processing the one or more inputs with a machine learning model. The recommendation to include and/or exclude the clause, the term, and/or the line item from the document may be provided to the client. Related systems and articles of manufacture, including computer program products, are also provided.

Claim (Index 1):
A system, comprising:\n at least one data processor; and at least one memory storing instructions which, when executed by the at least one data processor, result in operations comprising:\n receiving, from a client, one or more inputs associated with a first document; \n generating, by at least processing the one or more inputs with a machine learning model, a recommendation to include and/or exclude a first content from the first document, the machine learning model being trained to generate the recommendation based at least on the first content being included in and/or excluded from a second document having one or more attributes and/or content in common with the first document; and \n providing, to the client, the recommendation to include and/or exclude the first content from the first document.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 2.0566
- Patent Class: 715.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15345439', '15838256', '15463662', '14304863', '15345444']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2815080211581088
- 35 USC 102 Novelty (BERT): 0.4779316975368534
- Combined Prediction Score: 0.3011503887959833
- Mean Citation Score: 149.87671400000005
- Max Citation Score: 171.82355
- Similarity Product: 116.47304245807231

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