| CPC G06F 16/273 (2019.01) [G06F 16/2365 (2019.01)] | 18 Claims |

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1. A system for facilitating multi-modal-based generation of synchronization instructions for synchronizing datasets, the system comprising:
a computer system comprising one or more processors programmed with computer program instructions that, when executed, cause the computer system to:
emulate a live dataset to generate a target dataset, the target dataset including target data items corresponding to live data items in the live dataset associated with a user;
perform partial synchronization between the target dataset and the live dataset such that a first subset of changes to the live dataset are reflected in the target dataset and a second subset of changes to the live dataset are not reflected in the target dataset;
update, subsequent to the partial synchronization, the target dataset to account for the first subset of changes and ignore the second subset of changes;
generate, subsequent to the update of the target dataset, synchronization instructions with respect to the live dataset based on differences between the target dataset and the live dataset and a preference schedule that is representative of an attribute associated with live data items; and
execute the synchronization instructions with respect to the live dataset based on the differences and the preference schedule.
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