03060nam 22004935 450 991030344940332120220822014346.03-030-03599-910.1007/978-3-030-03599-0(CKB)4100000007279046(MiAaPQ)EBC5625933(DE-He213)978-3-030-03599-0(PPN)232965587(EXLCZ)99410000000727904620181224d2018 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierCohesive Subgraph Computation over Large Sparse Graphs Algorithms, Data Structures, and Programming Techniques /by Lijun Chang, Lu Qin1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (113 pages)Springer Series in the Data Sciences,2365-56743-030-03598-0 Introduction -- Linear Heap Data Structures -- Minimum Degree-based Core Decomposition -- Average Degree-based Densest Subgraph Computation -- Higher-order Structure-based Graph Decomposition -- Edge Connectivity-based Graph Decomposition.This book is considered the first extended survey on algorithms and techniques for efficient cohesive subgraph computation. With rapid development of information technology, huge volumes of graph data are accumulated. An availability of rich graph data not only brings great opportunities for realizing big values of data to serve key applications, but also brings great challenges in computation. Using a consistent terminology, the book gives an excellent introduction to the models and algorithms for the problem of cohesive subgraph computation. The materials of this book are well organized from introductory content to more advanced topics while also providing well-designed source codes for most algorithms described in the book. This is a timely book for researchers who are interested in this topic and efficient data structure design for large sparse graph processing. It is also a guideline book for new researchers to get to know the area of cohesive subgraph computation.Springer Series in the Data Sciences,2365-5674AlgorithmsData structures (Computer science)Algorithmshttps://scigraph.springernature.com/ontologies/product-market-codes/M14018Data Structureshttps://scigraph.springernature.com/ontologies/product-market-codes/I15017Algorithms.Data structures (Computer science).Algorithms.Data Structures.511.5Chang Lijunauthttp://id.loc.gov/vocabulary/relators/aut768218Qin Lu(Computer scientist)authttp://id.loc.gov/vocabulary/relators/autBOOK9910303449403321Cohesive Subgraph Computation over Large Sparse Graphs2175760UNINA