| 摘要 |
Techniques are disclosed for efficiently and automatically classifying textual documents or files. In some embodiments, the classification process is integrated into or otherwise made part of the storage function, such that when the user initiates a save process for a given file, the file is processed through a classifier prior to (or contemporaneously with) completing the save function. In some such embodiments, textual content of the file is analyzed using natural language processing to identify a main or substantial concept discussed in the file, and one or more corresponding tags are then assigned to that file. Subsequently, the user can access that file based on the one or more tags, for instance, through a user interface that allows the user to select one or more content categories associated with the assigned tags. The files can be text-based, but may include other content as well, such as images, video, and audio. |
| 主权项 |
1. A computer readable medium having instructions encoded thereon that, when executed by one or more processors, cause a file classification process to be carried out, the process comprising:
extracting textual content from a first file; analyzing the extracted textual content to determine one or more tags that correspond to the textual content; assigning an initial categorization to the first file, wherein the initial categorization is associated with the one or more tags that correspond to the textual content; displaying, to a first user, the initial categorization that was assigned to the first file; receiving a modified categorization from the first user; and associating the one or more tags with the modified categorization. |
