PATENT CLAIM ANALYSIS

Application Number: 15935591
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2019-04
Patent Classification: ["715", "234000"]

Abstract:
With the scale of information available today along with the existing diverse channels of communication, manual processing of information is becoming a challenge and companies across industries are under tremendous pressure to lower transactional costs. Artificial Intelligence based automation of business transactions has seen regulatory hurdles due to probabilistic nature of the outcome. The main challenge lies in processing of transactions with unstructured information. Systems and methods of the present disclosure uses deterministic as well as probabilistic approaches to maximize accuracy. The larger use of deterministic approach with configurable components and ontologies helps to improvise accuracy, precision and reduce recall. The probabilistic approach is used when there is absence of quality information or less information for learning. Also, confidence indicators are provided at attribute level of data being processed and at each decision level.

Claim (Index 7):
The processor implemented method of  claim 5 , wherein the context dictionary match comprises performing at least one of:\n checking for an exact match by:\n comparing one or more words in the set of sentence clauses for the context dictionary match, wherein the context dictionary is pre-defined; \n identifying an exact match for a single word; \n checking for a partial match and processing a new match for multiple words; and \n checking for a fuzzy match by:\n performing a similarity match between the sentences; \n computing edit distance between two sentences and an associated similarity score; \n generating a fuzzy match output by either extracting values based on the computed similarity score, based on a pre-defined number of best matches, or based on a best match.

Metadata:
- Claim Count in Document: 42.0
- Percentile: 90.0
- Lexical Diversity: 1.51579
- Patent Class: 715.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['12689629', '11012089', '14583502', '14455447', '11172955']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3471320870228954
- 35 USC 102 Novelty (BERT): 0.4855655630585377
- Combined Prediction Score: 0.3609754346264596
- Mean Citation Score: 177.00448799999995
- Max Citation Score: 180.94598
- Similarity Product: 117.0721272312808

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