Dynamic clustering for unstructured data
US10331722B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | May 26, 2017 |
| Grant date | Jun 25, 2019 |
| Priority date | — |
| Expiry date | Dec 20, 2037 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F16/3344
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A dynamic clustering algorithm is used to process log data to generate pattern information. A word frequency map may be generated and/or updated based at least in part on entries of the log data. The word frequency map may indicate occurrences of words in the log data. In addition a modified word frequency map may be determined based at least in part on the frequency of adjacent words as indicated in the word frequency map. Based at least in part on the modified word frequency map a line threshold is determined. The line threshold indicating a common frequency indicated in the modified word frequency map. The line threshold may then be used to generate a pattern for an entry of the log data.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.