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A Look at Some Dynamics of Social Networking Following the Jobs Ecosystem
Published on Jul 06, 20123424 Views
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Chapter list
A Look at Some Dynamics of Social Networking : Following the Jobs Ecosystem00:00
The world’s largest professional network00:36
Members First!01:48
Profile02:34
Connections03:39
Search05:08
It is also06:03
Agenda - 108:07
LinkedIn Product Architecture: 2003-200508:27
LinkedIn Product Architecture: 200609:37
LinkedIn Product Architecture: 200810:09
LinkedIn Product Architecture: 2010 (simplified) 10:31
Big Data (is the new black)11:18
“Big Data”12:17
“Big Data”: 4 components12:59
Big Data: it is really a Data Continuum15:57
Agenda - 217:51
What is a Recommender System?18:11
Recommendations: The case of the Homepage20:43
Recommendations: What are they worth? Think 50%22:44
Overview of the Recommendation Process: Really, really high level23:50
Jobs Recommendations -125:29
Jobs Recommendations - 226:13
Jobs Recommendations - 326:54
Jobs Recommendations - 428:45
Jobs Recommendations - 529:38
Feature Engineering: What type of Job Seeker are you?31:04
Job Matching: Some final remarks33:04
Agenda - 334:47
Insights: Power of Aggregation35:02
Insights: Promotions when to ask?36:25
Where do Founders come from?38:07
Job Market: Trends by Industry (1990-2008)40:15
Job Market: Zoom in40:51
Job Market: Zoom further in (2008)41:11
Fluctuations in industry size, 2007-201141:56
Size of circle43:25
What is in a Name?44:42
icwsm2012_perisic_networking_01_Page_3946:04
Questions?47:29