2018/11/28 by Austin R. Benson, Austin Benson, Jon Kleinberg · 1 voice
Computer Science · Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #Core (optical fiber) #Core network #Data collection #Data set #Link (geometry) #Opinion Dynamics and Social Influence #Process (computing) #Set (abstract data type) #Topological and Geometric Data Analysis #cs.LG #cs.SI #physics.soc-ph #stat.ML
paper · pdf · doi:10.1145/3308558.3313626
arxiv published 2018/11/28 · openalex created_date 2019/02/21 · arxiv created 2019/03/05 · arxiv updated 2019/03/06 · openalex publication_date 2019/05/13 · openalex updated_date 2026/08/05
Data collection often involves the partial measurement of a larger system. A common example arises in collecting network data: we often obtain network datasets by recording all of the interactions among a small set of core nodes, so that we end up with a measurement of the network consisting of these core nodes along with a potentially much larger set of fringe nodes that have links to the core. Given the ubiquity of this process for assembling network data, it is crucial to understand the role of such a “core-fringe” structure.