PATENT CLAIM ANALYSIS

Application Number: 16021689
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2020-01
Patent Classification: ["704", "009000"]

Abstract:
Systems and methods are disclosed to receive a plurality of strings where each string of the plurality of strings comprises a plurality of symbols. For each string of the plurality of strings, a first sequence of vectors is generated based at least on a maximum length of word for each symbol in the string. The first sequence of vectors is provided to a machine learning unit for each string of the plurality of strings. A probability of occurrence of each string of the plurality of strings is obtained from the machine learning unit.

Claim (Index 1):
A method comprising:\n receiving a plurality of strings, each string of the plurality of strings comprising a plurality of symbols; for each string of the plurality of strings, generating, by a processing device, a first sequence of vectors based at least on a maximum length of word for each symbol in the string, wherein the maximum length of word for each symbol in the string corresponds to length of a longest possible word within the string that starts with the symbol, the longest possible word comprising one or more of a word: 1) with a commonplace meaning, or 2) found in a dictionary; providing to a machine learning unit the first sequence of vectors for each string of the plurality of strings; and obtaining from the machine learning unit a probability of occurrence of each string of the plurality of strings.

Metadata:
- Claim Count in Document: 4.0
- Percentile: 94.0
- Lexical Diversity: 2.17778
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['14839830', '14775978', '13774656', '15675420', '13511401']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2311112625042309
- 35 USC 102 Novelty (BERT): 0.4744367697383113
- Combined Prediction Score: 0.2554438132276389
- Mean Citation Score: 178.467756
- Max Citation Score: 183.14136
- Similarity Product: 136.4898948891449

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

Dataset: test