How AI (Artificial Intelligence) Filters Your Article On Opera News Hub - Opera Blogs WELCOME TO NAIJAADVANCE.COM.NG KINDLY JOIN OUR FACEBOOK PAGE FOR HOTTEST GIST JOIN HERE

Wednesday, November 18, 2020

How AI (Artificial Intelligence) Filters Your Article On Opera News Hub

Latest Very Hot: How To Start An Import Business In Nigeria With N10,000 And Make N250,000 Within 30 Days Guaranteed!

 In a nutshell, AI (Artificial Intelligence OR 'Machine' as our users like to call it) recommendation considers both QUALITY of an article and user engagements.

Below is a simplified version of how the system works.

First, every user has a profile, describing the user’s interests, in terms of keywords, topics etc.

For an article, after it passes review, AI analyzes the content and identifies keywords, topics etc. AI also provides a quality score. Articles with good writing and expertise get a higher quality score. Articles that are likely vulgar/porn, or clickbait get a lower quality score. The quality score is also based on account quality, whether the account has consistently produced good quality articles.

When a user comes in, AI finds all the articles that potentially match the user’s interests, and picks the top ones using the engagement score. The engagement score is based on:

* CTR (Click Through Rate) - How likely will a user click on this article, given the title and the picture.

* Reading time - How long will the user read the article.

* Share - How likely will the user share the article.

* Favourite - How likely will the user mark it as favourite or save for later.

There are additional boosting or demoting logics, combined with the engagement score.

Boosting:

*Articles from subscribed (followed) authors will be boosted (will be shown to many users)

* Articles classified as high quality will be boosted.

* Articles with many comments will be boosted.

* Articles that are newly published will be boosted.

Demoting:

* Articles classified as low quality will be demoted ('shown to fewer users) such as likely vulgar/porn, or clickbait.

* If there are multiple articles with similar content, only the one with the highest-ranking score will be picked, the rest will be filtered.

* Once an article reaches high impressions, a thorough 2nd review is conducted. If the article is deemed missed by 1st review, the distribution will be stopped.

GET YOUR POST JAMB PAST QUESTION @ NAIJAADVANCE


Copyright Warning: Contents on this website may not be republished, reproduced, redistributed either in whole or in part without due permission or acknowledgement. All contents are protected by DMCA.
The content on this site is posted with good intentions. If you own this content & believe your copyright was violated or infringed, make sure you contact us at [email protected] to file a complaint & actions will be taken immediately.

Don’t Attend to Any Call from this WEBSITES Pertaining to any Job or Scholarship Offer Requiring Money.

No comments:

Post a Comment

Do You Love The Current Design Of This Blog? We Can Set Up Same Design For You At An Affordable Price CONTACT OR WHATSAPP FOR MORE DETAILS +2348100801871 . CLICK HERE