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Real Time Relevance for Mobile at LinkedIn - Strata 2015
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Transcript of Real Time Relevance for Mobile at LinkedIn - Strata 2015
Real Time Relevance for MobileMike Conover, Ph.D.Senior Data Scientist, LinkedIn
Friday, February 20, 15
How do industries evolve in time?Which companies are positioned for explosive growth?
Which jobs will employ the workforce in ten years?
Industrial Structure
Environmental Consulting
Friday, February 20, 15
The Strength of Weak Ties
Fundamental Value PropositionZero Marginal CostNew Information
Friday, February 20, 15
RelationshipOpportunities
Job Changes Work Anniversaries
Birthdays Content Creation
Recent Meeting
Friday, February 20, 15
Relevant Dimensions
Framework Must SupportPersonalizationDemographics & EngagementRelationship QualitySensor DataProfile SimilarityCard Features
Friday, February 20, 15
Computational Aspects
Offline OnlinePersonalizationRelationship QualityProfile Similarity
Sensor DataImpression Counts
DemographicsCard Features
Friday, February 20, 15
Real Time Relevance for MobileMike Conover, Ph.D.Senior Data Scientist, LinkedIn
Friday, February 20, 15
Impressions @ Position
CTR @ Position
20x Dropoff
80% Avg
Raw Materials
Principled Decision Making
Weighing Tradeoffs
Friday, February 20, 15