DEMO: Personalized Recommendations for Streaming Platform

Sample Rules

Genre Preferences
  1. If a user watches more than 20 hours of Action movies, recommend more Action movies.
  2. If a user frequently watches Comedy and gives high ratings (greater than 4), recommend Stand-up Comedy specials.
Similar Users
  1. If a user has similar watch histories and ratings to another user, recommend what the similar user liked.
Subscription Upgrade
  1. If a user consistently watches content outside of their current subscription tier, recommend upgrading for access to more titles.

FIRU Engine

FIRU Engine tests the data that comes from company's database against the segments defined based on the machine learning system and displays the results for each customer

FIRU Results

Action Genre Watch History Comedy Genre Watch & Rating Similar Users Subscription Upgrade
Customer 1
DATA:
Hours of Action Genre: 2
DATA:
High Hours of Comedy: no
Comedy Ratings: 3
DATA:
Similar History: yes
Similar Ratings: no
DATA:
Watch History Outside Of The Tier: yes
ACTION:

-

 		ACTION:

-

 		ACTION:

-

 		ACTION:

Recommend Upgrading Subscription For More Content
Customer 2
DATA:
Hours of Action Genre: 17
DATA:
High Hours of Comedy: no
Comedy Ratings: 1
DATA:
Similar History: yes
Similar Ratings: yes
DATA:
Watch History Outside Of The Tier: yes
ACTION:

-

 		ACTION:

-

 		ACTION:

Recommend What The Similar Users Liked

 		ACTION:

Recommend Upgrading Subscription For More Content
Customer 3
DATA:
Hours of Action Genre: 12
DATA:
High Hours of Comedy: no
Comedy Ratings: 3
DATA:
Similar History: no
Similar Ratings: yes
DATA:
Watch History Outside Of The Tier: yes
ACTION:

-

 		ACTION:

-

 		ACTION:

-

 		ACTION:

Recommend Upgrading Subscription For More Content
Customer 4
DATA:
Hours of Action Genre: 16
DATA:
High Hours of Comedy: no
Comedy Ratings: 1
DATA:
Similar History: yes
Similar Ratings: yes
DATA:
Watch History Outside Of The Tier: no
ACTION:

-

 		ACTION:

-

 		ACTION:

Recommend What The Similar Users Liked

 		ACTION:

-
Customer 5
DATA:
Hours of Action Genre: 3
DATA:
High Hours of Comedy: yes
Comedy Ratings: 3
DATA:
Similar History: no
Similar Ratings: no
DATA:
Watch History Outside Of The Tier: yes
ACTION:

-

 		ACTION:

-

 		ACTION:

-

 		ACTION:

Recommend Upgrading Subscription For More Content
Customer 6
DATA:
Hours of Action Genre: 34
DATA:
High Hours of Comedy: yes
Comedy Ratings: 3
DATA:
Similar History: no
Similar Ratings: yes
DATA:
Watch History Outside Of The Tier: no
ACTION:

Recommend More Action Movies

 		ACTION:

-

 		ACTION:

-

 		ACTION:

-
Customer 7
DATA:
Hours of Action Genre: 23
DATA:
High Hours of Comedy: yes
Comedy Ratings: 1
DATA:
Similar History: yes
Similar Ratings: no
DATA:
Watch History Outside Of The Tier: yes
ACTION:

Recommend More Action Movies

 		ACTION:

-

 		ACTION:

-

 		ACTION:

Recommend Upgrading Subscription For More Content
Customer 8
DATA:
Hours of Action Genre: 13
DATA:
High Hours of Comedy: no
Comedy Ratings: 3
DATA:
Similar History: no
Similar Ratings: no
DATA:
Watch History Outside Of The Tier: no
ACTION:

-

 		ACTION:

-

 		ACTION:

-

 		ACTION:

-
Customer 9
DATA:
Hours of Action Genre: 15
DATA:
High Hours of Comedy: no
Comedy Ratings: 2
DATA:
Similar History: no
Similar Ratings: no
DATA:
Watch History Outside Of The Tier: no
ACTION:

-

 		ACTION:

-

 		ACTION:

-

 		ACTION:

-
Customer 10
DATA:
Hours of Action Genre: 17
DATA:
High Hours of Comedy: no
Comedy Ratings: 2
DATA:
Similar History: no
Similar Ratings: yes
DATA:
Watch History Outside Of The Tier: no
ACTION:

-

 		ACTION:

-

 		ACTION:

-

 		ACTION:

-

CONTACT

Mezura Systems Ltd.

C/O Unit 4, Kinetica, 13 Ramsgate Street, London, Greater London, United Kingdom, E8 2FD

info [at] mezura.co.uk