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 4):
The processor implemented method of  claim 3 , wherein the step of extracting data from the structured form of the one or more source documents comprises:\n identifying sections comprised in the intermediate XML form as parent nodes and extracting data contained in each of the sections based on a first set of pre-defined rules pertaining to the identified sections, wherein the sections include horizontal or vertical tables, forms, key-value pairs and plain text; storing the extracted data pertaining to each of the sections in an extracted XML form wherein entities and attributes thereof in each of the sections represents a child node having a value associated thereof; performing a context dictionary match for the entities and the attributes to obtain matched entities and attributes; and populating the Enterprise-to Business (E2B) XML form based on at least a part of the matched entities and attributes.

Metadata:
- Claim Count in Document: 42.0
- Percentile: 90.0
- Lexical Diversity: 1.51579
- Patent Class: 715.0
- Transitional Phrase Type: none
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['12689629', '11012089', '14583502', '14455447', '11172955']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3466169818610514
- 35 USC 102 Novelty (BERT): 0.4906567968859499
- Combined Prediction Score: 0.3610209633635412
- Mean Citation Score: 177.00448799999995
- Max Citation Score: 180.94598
- Similarity Product: 116.427947559669

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