PATENT CLAIM ANALYSIS

Application Number: 15889947
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-08
Patent Classification: ["704", "009000"]

Abstract:
A computing system can receive a request to apply semantic token tagging on a specified domain, and can retrieve a set of data associated with the specified domain from a data storage facility. Canonical sequences can be formed from strings included in the data set. Each canonical sequence can be permutated to form sequence variations and each sequence variation can be verified against a generalized domain. Semantic token tagging can be applied to the specified domain using a subset of the sequence variations that are successfully verified as training data.

Claim (Index 21):
A non-transitory computer readable memory medium storing instructions, wherein the instructions are executable by a processor to:\n retrieve a set of data associated with a specified domain from a data storage facility, the set of data including a plurality of strings; form one or more canonical sequence from the plurality of strings; permutate each of the one or more canonical sequence to form a plurality of sequence variations of each string; verify each sequence variation of the plurality of sequence variations against a general domain; eliminate a set of sequence variations from the plurality of sequence variations in response to failing to verify the set of sequence variations against the general domain, resulting in a subset of sequence variations; and train a semantic token tagger for the specified domain using the subset of sequence variations as training data.

Metadata:
- Claim Count in Document: 53.0
- Percentile: 88.0
- Lexical Diversity: 1.72727
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['13955491', '14071631', '15147222', '11906592', '10932836']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2396565706573895
- 35 USC 102 Novelty (BERT): 0.483950428453547
- Combined Prediction Score: 0.2640859564370053
- Mean Citation Score: 167.22194
- Max Citation Score: 173.99258
- Similarity Product: 117.98434599758625

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

Dataset: test