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Context Recognizer

Context Recognizer vs. Google's menagerie
As you may know, Google unleashed it's animals to sites around the whole web. One of the main (and probably the most important and complex) parameters, that Google implement in its algorithms relevance between your sites and your incoming and outgoing links.
To protect your site from Google animals, we invent the whole new feature - Context Recognizer.
Context Recognizer will help to determine what's the subject of the web page or text that you specify.
Instead of spamming your links to all resources in a row, you can firstly define the subject of the page where you want to leave a link. If the text on this page does not fit the theme of your site, you should not leave your link here.

Similarly, you can find outgoing links on your website, and check relevance with pages they refer to.

Let's say you have a list of URLs for posting. With the help of the new Context Recognizer feature you can split your database into multiple DBs depends on context. Then, when you will need to advertise your site, you will not post to full database, but you will use only relevant URLs list.

You will be able to post an article about the car insurance to blog with subject about cars, rather than a blog, which publishes announcements of new movies.

You can parse the site (eg, blog) and find pages that are best suited to the subject of your advertising. Leaving relevant comments and posts, you will not only get relevant links but you will have much greater chance to pass moderation, it is very important for high-quality resources.
Context Recognizer is at the stage of beta testing now, despite this, it's already shows a good percentage of recognition and we will improve it.


Firstly you need to specify the text for analysis. You can use article extraction feature (getting the main article action in the toolbox) for this purpose or select the required text on the page manually. Then, you can determine the general theme of the text (~20) or a detailed theme (~150) (This feature is not available for now).

You have to set two filters after that:
Specify the maximum number of themes, which Content recognizer will detect.
Specify the minimum relevance. All values below it will be considered as inappropriate. This parameter varies from 0 to 100.
Theme of text
For example you set 3 subjects and at least 30 percent of relevancy.
As result you will get no more than 3 subjects with relevancy level not less than 30 percent with your text.

Note that final result can have less number of subjects or none at all, if parser will not find any similarities between your text and known subjects.
Found subjects will be comma separated and will be saved to variable.


ProjectMaker toolbar (at the top) has a button to test Context Recognizer.

en/context-recognizer.txt · Last modified: 2015/07/14 15:51 (external edit)