Systems and methods for dynamically modifying rules for selecting suitable mobile networks

摘要

A computer-implemented method for dynamically modifying rules for selecting suitable mobile networks. The method may include (1) identifying a set of predefined rules for selecting suitable mobile networks with which to connect, (2) obtaining a training data set that includes data about at least one candidate mobile network, (3) using machine learning to dynamically adjust, based at least in part on the training data set, the set of predefined rules, and (4) connecting to a suitable mobile network identified by the dynamically adjusted set of predefined rules. Various other methods, systems, and computer-readable media are also disclosed.

主权项

1. A computer-implemented method for dynamically modifying rules for selecting suitable mobile networks, at least a portion of the method being performed by a computing device comprising at least one processor, the method comprising:
identifying a set of predefined rules for selecting suitable mobile networks with which to connect; receiving, after each rule in the set of predefined rules has been defined, user-provided data about at least one candidate mobile network; identifying, after each rule in the set of predefined rules has been defined, at least one characteristic of the candidate mobile network; predicting, after each rule in the set of predefined rules has been defined, a suitability of the candidate mobile network using the set of predefined rules; generating an additional rule for selecting suitable mobile networks using the user-provided data, the characteristic, and the suitability as input to a machine-learning training algorithm that outputs the additional rule; connecting to a suitable mobile network identified at least in part by the additional rule.