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Recommender systems or recommendation systems (sometimes replacing "system" with a synonym such as platform or engine) are a subclass of information filtering system that seek to predict the 'rating' or 'preference' that a user would give to an item or social element they had not yet considered, using a model built from the characteristics of an item (content-based approaches) or the user's social environment (collaborative filtering approaches).

Cold start is a potential problem in computer-based information systems which involve a degree of automated data modelling.

MRO is modeled after NASA's highly successful Mars Global Surveyor to conduct surveillance of Mars from orbit.

Early specifications of the satellite included a large camera to take high resolution pictures of Mars. Garvin, the Mars exploration program scientist for NASA, proclaimed that MRO would be a "microscope in orbit".

Online dating sites have become popular platforms for people to look for potential romantic partners.

That’s why training with Recon Jet is a revelation.We introduce similarity measures that capture the unique features and characteristics of the online dating network, for example, the interest similarity between two users if they send messages to same users, and attractiveness similarity if they receive messages from same users.A reciprocal score that measures the compatibility between a user and each potential dating candidate is computed, and the recommendation list is generated to include users with top scores.For the multiplicative inverse of a real number, divide 1 by the number.For example, the reciprocal of 5 is one fifth (1/5 or 0.2), and the reciprocal of 0.25 is 1 divided by 0.25, or 4.

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