PATENT CLAIM ANALYSIS

Application Number: 15896953
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2019-08
Patent Classification: ["705", "035000"]

Abstract:
A device receives comment information that is associated with users and includes comments provided by the users, about an entity, via social media sources, and receives transaction information that is associated with the users and includes financial transactions of the users with the entity. The device determines correlations between the comment information and the transaction information, where the correlations between the comment information and the transaction information provide weights to the comment information to generate weighted comment information. The device generates a prediction about a future stock price of the entity based on the weighted comment information, the transaction information, and the correlations between the comment information and the transaction information, and provides the prediction about the future stock price of the entity for display.

Claim (Index 8):
A method, comprising:\n receiving, by a device, complaint information, opinion information, and prediction information associated with a plurality of users,\n the complaint information, the opinion information, and the prediction information being received from one or more social media sources, and \n the complaint information, the opinion information, and the prediction information relating to an entity; \n generating, by the device, a plurality of interim scores associated with the entity via artificial intelligence based upon the complaint information,\n the plurality of interim scores including at least two of:\n a necessity score, \n an abstract score, \n an ethics score, \n an industry score, \n a demand for service score, \n a supply for service score, \n a vendor score, \n an innovation score, \n an adaptability score, or \n an execution score; \n \n receiving, by the device, transaction information associated with one or more of the plurality of users,\n the transaction information being received from:\n a plurality of financial institutions, or \n the one or more of the plurality of users, and \n \n the transaction information relating to the entity; \n determining, by the device, correlations between the plurality of interim scores associated with the transaction information and the complaint information, the opinion information, and the prediction information,\n the correlations between the plurality of interim scores associated with the complaint information and the transaction information being determined by using at least one of:\n a correlation clustering method, \n a Pearson's product-moment coefficient method, \n an Anscombe's quartet method, or \n a Spearman's rank-correlation coefficient method, \n \n the correlations between the plurality of interim scores associated with transaction information and the complaint information, the opinion information, and the prediction information providing a plurality of weights to the complaint information, the opinion information, and the prediction information; \n generating, by the device, a prediction about a future stock price of the entity based on the complaint information, the opinion information, the prediction information, the transaction information, and the correlations between the transaction information and the complaint information, the opinion information, and the prediction information; storing, by the device, the complaint information, the transaction information, and prediction information in a relational database to reduce redundancy,\n the relational database being organized in columns and tables via a data normalization method; \n providing, by the device, the prediction about the future stock price of the entity for display; and causing, by the device, an action to be taken based on the prediction about the future stock price of the entity,\n the action including one or more of:\n automatically providing, to a client device, a notification indicating the future stock price of the entity, \n automatically sending an instruction to a server to buy or sell a stock associated with the entity, or \n automatically causing a calculation of a future value of a financial portfolio to be generated.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 2.7
- Patent Class: 705.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['13663226', '15457647', '15224172', '15182598', '11601097']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.1109816149715799
- 35 USC 102 Novelty (BERT): 0.4844726151032547
- Combined Prediction Score: 0.1483307149847474
- Mean Citation Score: 162.77648000000005
- Max Citation Score: 173.77184
- Similarity Product: 114.89659184846876

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

Dataset: test