UNAFFILIATED WEB DOMAIN HOSTING SERVICE PURCHASE PREDICTION
First Claim
Patent Images
1. A method of web domain offerings selection, comprising:
- configuring a matrix of web domain offerings and clients who have purchased at least one of the web domain offerings;
populating the matrix with web domain offering-purchase information for the clients;
processing the matrix with a random forest algorithm to produce a probability of purchase for each entry in the matrix; and
identifying entries in the matrix that represent favorable probabilities of a client purchasing a web domain offering.
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Abstract
Based on usage patterns of a multiplicity of clients who have purchased web domain offerings, providing a grid representing each item purchased and not purchased by each client, using predictive analytics to determine the probability that each client will purchase each offering, and identifying a subset of offerings that represent favorable probabilities of purchase for a given client.
95 Citations
8 Claims
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1. A method of web domain offerings selection, comprising:
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configuring a matrix of web domain offerings and clients who have purchased at least one of the web domain offerings; populating the matrix with web domain offering-purchase information for the clients; processing the matrix with a random forest algorithm to produce a probability of purchase for each entry in the matrix; and identifying entries in the matrix that represent favorable probabilities of a client purchasing a web domain offering. - View Dependent Claims (2, 3)
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4. A method of targeting offers to clients, comprising:
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taking web domain offering purchase information for a plurality of clients; taking web domain offering information for a plurality of web domain offerings; determining with a server a probability that at least a subset of the plurality of clients will purchase at least a subset of the plurality of web domain offerings; and identifying with a server a subset of the plurality of web domain offerings that represent favorable probabilities of web domain offering purchase for a client. - View Dependent Claims (5, 6, 7, 8)
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Specification