Real Time Relevance for Mobile at LinkedIn - Strata 2015
2 likes630 views
The document discusses the evolving landscape of industries, job markets, and the importance of real-time relevance for mobile technology, particularly in relation to LinkedIn. It highlights key factors such as personalization, relationship quality, and the utilization of network intelligence to enhance user engagement and decision-making. The author emphasizes the need for effective prioritization and data-driven insights to leverage opportunities in a rapidly changing workforce environment.
Real Time Relevance for Mobile at LinkedIn - Strata 2015
- 1. Real Time Relevance for Mobile Mike Conover, Ph.D. Senior Data Scientist, LinkedIn Friday, February 20, 15
- 2. People Organizations Jobs Skills Education Knowledge Friday, February 20, 15
- 3. Sample Corporate Network Friday, February 20, 15
- 4. 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
- 5. Technology Entrepreneurship 2013 Connection Graph lnkd.in/report Friday, February 20, 15
- 6. Crunchbase Entrepreneurial Demographics lnkd.in/report Friday, February 20, 15
- 7. “Experience is the teacher of all things.” Julius Caesar lnkd.in/report Friday, February 20, 15
- 10. The Strength of Weak Ties Fundamental Value Proposition Zero Marginal Cost New Information Friday, February 20, 15
- 11. Relationship Opportunities Job Changes Work Anniversaries Birthdays Content Creation Recent Meeting Friday, February 20, 15
- 12. Friday, February 20, 15
- 13. Prioritization Exercise Not Every Event is Equally Relevant Target Market Friday, February 20, 15
- 14. Mobile Dimensions Accuracy Push Notifications Implement and Iterate Friday, February 20, 15
- 15. AAABABBCBCCC Heuristic Ranking + Time Decay The Power of Intuition Friday, February 20, 15
- 16. The Power of Intuition “In god we trust, all others bring data.” Friday, February 20, 15
- 17. Relevant Dimensions Framework Must Support Personalization Demographics & Engagement Relationship Quality Sensor Data Profile Similarity Card Features Friday, February 20, 15
- 18. Computational Aspects Offline Online Personalization Relationship Quality Profile Similarity Sensor Data Impression Counts Demographics Card Features Friday, February 20, 15
- 19. βi (Offline Features + Online Features) Architectural Diagram Friday, February 20, 15
- 22. Casidhe Lee Mathieu Bastian Akhilesh Gupta Vinodh Jayaram David Brubacher Friday, February 20, 15
- 23. Real Time Relevance for Mobile Mike Conover, Ph.D. Senior Data Scientist, LinkedIn Friday, February 20, 15
- 24. Gatekeeper Default Landing Experience Friday, February 20, 15
- 25. Impressions @ Position CTR @ Position 20x Dropoff 80% Avg Raw Materials Principled Decision Making Weighing Tradeoffs Friday, February 20, 15
- 26. Tracking Data 0,0 0,1 0,2 1,0 2,0 1,1 2,1 1,2 2,2 Friday, February 20, 15