- Category: Joomla!
- Published on Saturday, 01 January 2011 00:00
- Written by Joomla!
- Hits: 4400
The process of machine learning is similar to that of data mining. Both systems search through data to look for patterns. However, instead of extracting data for human comprehension -- as is the case in data mining applications -- machine learning uses that data to improve the program's own understanding. Machine learning programs detect patterns in data and adjust program actions accordingly.
For example, Facebook's News Feed changes according to the user's personal interactions with other users. If a user frequently tags a friend in photos, writes on his wall or "likes" his links, the News Feed will show more of that friend's activity in the user's News Feed due to presumed closeness.