US 2021/0334238 A1 · AUTOMATED FILE NAMING AND FILE ORGANIZATION USING MACHINE LEARNING

Abstract

In some examples, before saving a file, a device analyzes contents (e.g., text and images) of the file to create a bag of words. The device performs Latent Dirichlet Allocation of the bag of words to determine topics included in the file and orders the topics in descending order of frequency. The device generates a particular name of the file based on the ordered topics and automatically save (or suggest saving) the file with the particular name. The device determines, based on the ordered topics, a folder name of a folder in which to store the file. If an existing folder has the folder name, then the device saves the file in the existing folder. If not, then the device creates a new folder with the folder name and saves the file in the new folder.

Claims20

Dependent claims

A method comprising:

determining, by the one or more processors of a computing device, that a file is to be saved to a storage device of the computing device;
performing, by the one or more processors, an analysis of contents of the file to create a bag of words;
performing, by the one or more processors, a Latent Dirichlet Allocation of the bag of words;
determining, by the one or more processors and based on the Latent Dirichlet Allocation, a plurality of topics included in the file;
ordering, by the one or more processors, the plurality of topics in a descending order of a frequency of individual topics in the plurality of topics to create an ordered set of topics;
generating, by the one or more processors, a particular name of the file based on the ordered set of topics;
and
automatically saving, by the one or more processors, the file with the particular name.

5 more elements

A computing device comprising:

one or more processors;
and
one or more non-transitory computer readable media to store instructions executable by the one or more processors to perform operations comprising:
determining that a file is to be saved to the computing device;
performing an analysis of contents of the file to create a bag of words;
performing a Latent Dirichlet Allocation of the bag of words;
determining, based on the Latent Dirichlet Allocation, a plurality of topics included in the file;
ordering the plurality of topics in a descending order of a frequency of individual topics in the plurality of topics to create an ordered set of topics;
generating a particular name of the file based on the ordered set of topics;
and
automatically saving the file with the particular name.

8 more elements

Dependencies are inferred from the claim text.

Automated file naming and file organization using machine learning

Life of this patent

Automated file naming and file organization using machine learning

Life of this patent

Abstract

Claims20