PATENT CLAIM ANALYSIS

Application Number: 16206503
Application Type: Utility
Filing Date: 2018-11
Publication Date: 2019-06
Patent Classification: ["704", "009000"]

Abstract:
A device receives, from a virtual assistant device, a first user input associated with a first account of a user, and causes a natural language processing analysis to be performed on the first user input to identify first information, the first account, and a first operation to be performed in association with first information in the first account. The device identifies a first data management platform, associated with the first account, that is configured to maintain the first information in a first data structure associated with the first data management platform, and determines that the first data management platform is a first type of data management platform based on the first data structure. The device causes the first operation to be performed using a RPA, that uses a user interface of the first data management platform, based on the first data management platform being the first type of data management platform.

Claim (Index 3):
The method of  claim 1 , wherein the natural language processing model comprises a machine learning model,\n wherein the machine learning model is trained based on at least one of:\n historical data associated with receiving previous user inputs from the user, \n historical data associated with receiving previous user inputs from one or more other users, or \n one or more parameters associated with identifying, from the user input, at least one of:\n the operation, \n information in the account that is to be updated according to the operation, \n the account, or \n the data management platform.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 98.0
- Lexical Diversity: 3.28
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15665960', '15982894', '15925217', '15482379', '15645491']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2794189832643969
- 35 USC 102 Novelty (BERT): 0.4821302065659105
- Combined Prediction Score: 0.2996901055945483
- Mean Citation Score: 168.21556
- Max Citation Score: 180.00214
- Similarity Product: 126.48273278812763

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

Dataset: test