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 3):
The method of  claim 2 , wherein each vector of the first sequence of vectors is derived by joining together a first vector comprising the maximum length of word for a given symbol in the string and a second vector comprising a symbol vector for the given symbol in the string.

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): 0.2299881172822921
- 35 USC 102 Novelty (BERT): 0.4805697783957083
- Combined Prediction Score: 0.2550462833936337
- Mean Citation Score: 178.467756
- Max Citation Score: 183.14136
- Similarity Product: 128.81541336015698

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