PATENT CLAIM ANALYSIS

Application Number: 16004026
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2018-12
Patent Classification: ["709", "229000"]

Abstract:
Systems and methods may use models to generate predictions of specific access rights for users. Further, systems and methods may generate the predictions in an environment in which the availability of the specific access rights change frequently. The access rights, predicted using embodiments described herein, may be both available and associated with user affinities. An interface associated with the primary load management system may be configured to display the predicted access rights for a user operating a user device.

Claim (Index 8):
A system, comprising:\n one or more data processors; and a non-transitory computer-readable storage medium containing instructions which, when executed on the one or more data processors, cause the one or more data processors to perform operations including:\n storing, at a data store associated with a primary load management system, a plurality of access rights, each access right of the plurality of access rights being associated with a unique code that enables access to a resource during a defined time period, each access right of the plurality of access rights being assignable to a user device, and one or more access rights of the plurality of access rights being unassigned; \n receiving, at the primary load management system, a communication from a user device, the communication corresponding to a request for assignment of an access right to a resource; \n querying, by the primary load management system, the data store for a real-time state of availability of access rights, the real-time state of availability of access rights representing a set of unassigned access rights of the plurality of access rights; \n accessing, by the primary load management system, one or more user data sources associated with the user device, each of the one or more user data sources including a user attribute associated with the user device; \n generating a first structured data set including user data retrieved from the one or more user data sources; \n accessing, by the primary load management system, one or more resource data sources associated with one or more resources, each of the one or more resource data sources including a resource attribute associated with a resource; \n generating a second structured data set including resource data retrieved from the one or more resource data sources; \n generating, by the primary load management system, a model for predicting which unassigned access rights to present to the user device in response to receiving the communication, the generation of the model using each of the first structured data set and the second structured data set; \n determining a parameter for each resource associated with the second structured data set, the parameter representing an affinity to the resource; and \n generating a resource prediction based on the determined parameter, the resource prediction including at least one unassigned access right to a resource associated with the second structured data set.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 94.0
- Lexical Diversity: 1.68627
- Patent Class: 709.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15983475', '15218361', '15185731', '15967106', '14734727']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2407847334484111
- 35 USC 102 Novelty (BERT): 0.482251435312802
- Combined Prediction Score: 0.2649314036348502
- Mean Citation Score: 201.910614
- Max Citation Score: 229.71916
- Similarity Product: 191.42969861083267

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

Dataset: test