PATENT CLAIM ANALYSIS

Application Number: 16154658
Application Type: Utility
Filing Date: 2018-10
Publication Date: 2019-02
Patent Classification: ["455", "003010"]

Abstract:
A network system customizes communications and communication channels for delivery to candidate providers registering with the network system. Candidate providers progress through steps of a network registration process by providing input data at the various steps. The network system provides communications to request the input data and facilitate the candidate providers' progress. The network system can use a machine learning model to predict particular types of communications and communication channels (e.g., online messages, phone calls, physical mail, etc.) that are likely to be well-received by candidate providers. Thus, the network system is able to increase the expected number of candidate providers that successfully register to provide services to other users of the network system.

Claim (Index 19):
A system comprising:\n one or more processors; and a computer program product comprising a non-transitory computer readable storage medium having instructions encoded thereon that, when executed by the one or more processors, cause the one or more processors to:\n determine, based on input data from a client device, that a candidate provider has progressed to a step of a sequence of steps to register for a service of a network system; \n select a first communication channel that the candidate provider is likely to use to respond to a communication; \n provide the communication via the first communication channel for presentation to the candidate provider by the client device; \n progress the candidate provider from the step to a subsequent step of the sequence of steps in response to determining that the candidate provider completed at least one action indicated by the communication; and \n provide a subsequent communication for the subsequent step via a second communication channel for presentation to the candidate provider by the client device, the second communication channel different than the first communication channel.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 97.0
- Lexical Diversity: 1.77778
- Patent Class: 455.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15621959', '15365855', '15478184', '15360653', '14925358']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.651010428878764
- 35 USC 102 Novelty (BERT): 0.4981671264141668
- Combined Prediction Score: 0.6357260986323043
- Mean Citation Score: 170.965572
- Max Citation Score: 270.96115
- Similarity Product: 227.12352092376048

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

Dataset: test