Thursday, December 21, 2017

WallY is only behavioural recommender system and NOT AI

 Sentimente, one of the most important players on the online dating market in South-Eastern Europe, launched in mid-November a new version of the platform, based on Artificial Intelligence.

Please do not mistake "artificial intelligence" with
  a behavioural recommender system 

Same as 

Tinder "Super Likeable" feature uses AI to figure out who you're likely to Super Like.

ZOOSK SmartPick (formerly known as Zoosk's Scientific Matchmaking Service (ZSMS) )

is only a Behavioural Recommender System like Synapse from Match or UltraMatch from PlentyOfFish (POF) and Behavioural Recommender Systems CAN NOT outperform compatibility matching engines based on personality similarity.

Compare to: Badoo built its own big-data analytics platform

Online Dating Pioneer: Algorithmic Insights Can Help Us Become Better People
Dr. Galen Buckwalter talks about the HEXACO model of personality (BIG FIVE, or OCEAN is obsolete now)
article: Why Brands Need to Understand Personalities in Order to Leverage AI’s Potential
AI, former eHarmony's Chief Scientist and PsyML (machine learning and big data) launches to help brands find compatible influencers using AI

They call AI to any stupid recommender system that learns your preference.

PAPER: An Efficient Similarity Measure for User-based
Collaborative Filtering Recommender Systems Inspired by the Physical Resonance Principle

Personality Based Recommender Systems are the next generation of recommender systems because they perform far better than Behavioural ones (past actions and pattern of personal preferences)


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