- 专利标题: Automated file naming and file organization using machine learning
-
申请号: US16855428申请日: 2020-04-22
-
公开(公告)号: US11625361B2公开(公告)日: 2023-04-11
- 发明人: Sathish Kumar Bikumala , Ares Sakamoto , Deepak NagarajeGowda
- 申请人: Dell Products L. P.
- 申请人地址: US TX Round Rock
- 专利权人: Dell Products L. P.
- 当前专利权人: Dell Products L. P.
- 当前专利权人地址: US TX Round Rock
- 代理机构: Krishnendu Gupta Deepika Bhayana
- 代理商 Lesley A. Leonessa
- 主分类号: G06F16/00
- IPC分类号: G06F16/00 ; G06F16/16 ; G06N20/00 ; G06F16/13
摘要:
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.
公开/授权文献
信息查询