Methods and systems for mitigating transportation errors

A method comprising:

• receiving, by a client device, a communication from a user device that includes an identification of one or more objects, the communication generated based on user interaction with a network document associated with the client device;
• receiving, by the client device from the user device, a first set of characteristics that correspond to a particular user of the user device;
• generating an object package using the first set of characteristics;
• retrieving, from a security-monitoring computing device, a user-object dataset associated with at least one characteristic of the first set of characteristics, wherein the user-object dataset stores previous object acquisition information associated with the at least one characteristic;
• receiving, based on the object package, an identification of a transportation protocol for transmitting the one or more objects to the particular user of the user device;
• transmitting, to the security-monitoring computing device associated with a transmitter, an identification of the particular user and the transportation protocol;
• receiving, from the security-monitoring computing device associated with the transmitter:
• one or more transportation parameters that are to be included in the transportation protocol;
• and
• a second set, of characteristics that is based on previous object transportations that involve at least one characteristic of the first set of characteristics and the transmitter;
• generating a response to the object package based on the second set of characteristics, the response including a modification to the object package;
• and
• executing the object package according to the transportation protocol to transmit the one or more objects to the particular user of the user device.

A system comprising:

• one or more processors and
• a non-transitory computer-readable media that includes instructions that when executed by the one or more processors, cause the one or more processors to perform a set of actions including:
• receiving, by a security-monitoring computing device, a communication from each of a plurality of client devices, each communication including a first set of characteristics that are based on user interaction with a network document, wherein each first set of characteristics includes:
• an identification of a user;
• one or more addresses associated with the user;
• and
• one or more instances of an object acquisition;
• generating, for each first set of characteristics, a user-object dataset that includes a hierarchy of metrics that are predictive of a condition of future object acquisitions by the user associated with the first set of characteristics;
• and
• receiving, from a device facilitating a transportation protocol, a second set of characteristics associated with a first user-object dataset, the second set of characteristics being based on previous instances of object transportations to an address of the one or more addresses associated with the user;
• modifying the hierarchy of metrics of the first user-object dataset based on the second set of characteristics to generate a modified hierarchy of metrics;
• executing, using the modified hierarchy of metrics, a trained classifier to generate an error metric, the error metric being a prediction indicative of a transporting error being indicated;
• and
• storing, in association with the user-object dataset, the error metric.

A non-transitory computer-readable media that includes instructions that when executed by one or more processors, cause the one or more processors to perform a set of actions including:

• receiving, by a security-monitoring computing device, a communication from each of a plurality of client devices, each communication including a first set of characteristics that are based on user interaction with a network document, wherein each first set of characteristics includes:
• an identification of a user;
• one or more addresses associated with the user;
• and
• one or more instances of an object acquisition;
• generating, for each first set of characteristics, a user-object dataset that includes a hierarchy of metrics that are predictive of a condition of future object acquisitions by the user associated with the first set of characteristics;
• and
• receiving, from a device facilitating a transportation protocol, a second set of characteristics associated with a first user-object dataset, the second set of characteristics being based on previous instances of object transportations to an address of the one or more addresses associated with the user;
• modifying the hierarchy of metrics of the first user-object dataset based on the second set of characteristics to generate a modified hierarchy of metrics;
• executing, using the modified hierarchy of metrics, a trained classifier to generate an error metric, the error metric being a prediction indicative of a transporting error being indicated;
• and
• storing, in association with the user-object dataset, the error metric.