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 14):
The system of  claim 13 , wherein the one or more hardware processors are further configured to process the structured form and the unstructured form of the one or more source documents by:\n converting the one or more source documents to a formatted Extensible Markup Language (XML) form, wherein the formatted XML form includes in a raw form of one or more of (i) page wise information pertaining to coordinates, font style, font type of text contained therein at a character level and (ii) information pertaining to one or more of cells, border lines associated with the cells and images contained therein; and converting the formatted XML form to an intermediate XML form having a format conforming to a format of the corresponding one or more source documents.

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): 0.3502503986676525
- 35 USC 102 Novelty (BERT): 0.4723016312180165
- Combined Prediction Score: 0.362455521922689
- Mean Citation Score: 177.00448799999995
- Max Citation Score: 180.94598
- Similarity Product: 133.27894919710872

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