recommender
One who suggests
A recommender is a person or system that suggests something worth considering.
In everyday use, someone who recommends a restaurant or job candidate is a recommender.
The term appears most often in technology contexts, where a recommender system or recommender engine analyzes user behavior to suggest products, content, or connections: Netflix's recommender keeps pushing true crime documentaries at me.
Favored options among alternatives
- tailoredAdjusted to fit exactly
- customizationModification to individual preference
- individualizedAdapted for one person
- user-centricPrioritizing end-customer needs
context-aware · browsing history · engagement · adaptation · feedback loop · interests · demographic · segmentation
Act of seeking
- queryRequest for information
- filteringSelective passage of elements
- rankingOrdered position assignment
- relevanceState of mattering here
matching · indexing · discovery · results · recall · precision · keyword · metadata
Formal plan for consideration
- tipEnd or gratuity
- pickPointed breaking tool
- for youPhrase marking a gift
- suggestedOffered for consideration
top picks · curated list · discovery · playlist · reading list · watchlist · queue · next up
Algorithms that improve from data
- neural networksLayered computational learning systems
- deep learningLayered neural network methods
- cold startStarting from zero
- algorithmic biasSystematic unfairness in automated decisions
Subscription streaming service
- SpotifyMusic streaming platform
- AmazonGreek warrior women
- YouTubeVideo-sharing website
- TikTokShort-form video service
Goodreads · Pinterest · Pandora · Yelp · Airbnb · LinkedIn · app store · news feed
Prediction of future conditions
- anticipationState of awaiting something
- estimationApproximate value judgment
- trend analysisExamining directional data shifts
- propensityInnate behavioral inclination
likelihood · scoring · predictive model · intent · probability · projection · expected · anticipated
preferences
Favored options among alternatives
- tailoredAdjusted to fit exactly
- customizationModification to individual preference
- individualizedAdapted for one person
user-centric · context-aware · browsing history · engagement · adaptation · feedback loop · interests · demographic · segmentation · onboarding
search
Act of seeking
- queryRequest for information
- filteringSelective passage of elements
- rankingOrdered position assignment
relevance · matching · indexing · discovery · results · recall · precision · keyword · metadata · browse
proposal
Formal plan for consideration
top picks · suggested · curated list · discovery · playlist · reading list · watchlist · queue · next up · handpicked
machine learning
Algorithms that improve from data
- neural networksLayered computational learning systems
- deep learningLayered neural network methods
- cold startStarting from zero
algorithmic bias · embedding · training data · model · factorization
Netflix
Subscription streaming service
TikTok · Goodreads · Pinterest · Pandora · Yelp · Airbnb · LinkedIn · app store · news feed · social media
forecast
Prediction of future conditions
- anticipationState of awaiting something
- estimationApproximate value judgment
- trend analysisExamining directional data shifts
propensity · likelihood · scoring · predictive model · intent · probability · projection · expected · anticipated
- admissionsapplication, acceptance letter, admissions, application deadline, admissions committee
- Workplace Tiescoworker, colleague, boss, supervisor, employee
- referencesreference, references, dictionary, encyclopedia, atlas
- content sharerssharer, poster, uploader, contributor, creator
- letter of recommendationWritten endorsement for applicants
- dentist recommended
- recommendation letterWritten endorsement for applicant
- recommended for you
- not recommendedAdvised against choosing
- book recommendationAdvised text to read
recommend, recommended, recommendation, recommending, recommends, unrecommended, recommenders