PATENT CLAIM ANALYSIS

Application Number: 16024000
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2018-10
Patent Classification: ["709", "219000"]

Abstract:
A method for predictive loading of software resources in a web application includes predicting a future state of the web application, determining the software resources required by the first predicted future state, and loading the software resources required by the first predicted future state. Determining that future predicated state further includes determining an associated probability for each possible future state in the first set of possible future states, identifying, from the first set of possible future states, a first predicted future state with the highest associated probability, and predicting a first set of possible future states based on a current state, run-time application context, and either use case data or historical application usage data.

Claim (Index 30):
A non-transitory computer readable medium (CRM) comprising computer readable program code, which when executed by a processor, enables the processor to:\n determine at least one predicted future state of the web application, wherein\n determining the at least one predicted future state comprises: \n predicting a first set of possible future states based on:\n a current state; \n run-time application context; and \n one selected from the group consisting of:\n use case data; and \n historical application usage data; \n \n \n determining an associated probability for each possible future state in the first set of possible future states; and \n identifying, from the first set of possible future states, a first predicted future state with the highest associated probability; \n determine the software resources required by the first predicted future state; and load the software resources required by the first predicted future state.

Metadata:
- Claim Count in Document: 59.0
- Percentile: 94.0
- Lexical Diversity: 2.38462
- Patent Class: 709.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14851590', '14562593', '15902832', '15197368', '14136899']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.243692128712872
- 35 USC 102 Novelty (BERT): 0.5051986145802916
- Combined Prediction Score: 0.269842777299614
- Mean Citation Score: 161.24475800000005
- Max Citation Score: 308.66833
- Similarity Product: 265.9567226546628

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

Dataset: test