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Get Algorithms and Models for the Web Graph: 12th International PDF

By David F. Gleich, Júlia Komjáthy, Nelly Litvak

This publication constitutes the complaints of the twelfth overseas Workshop on Algorithms and versions for the internet Graph, WAW 2015, held in Eindhoven, The Netherlands, in December 2015.

The 15 complete papers awarded during this quantity have been conscientiously reviewed and chosen from 24 submissions. they're geared up in topical sections named: homes of huge graph versions, dynamic methods on huge graphs, and homes of PageRank on huge graphs.

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Read Online or Download Algorithms and Models for the Web Graph: 12th International Workshop, WAW 2015, Eindhoven, The Netherlands, December 10-11, 2015, Proceedings PDF

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Extra info for Algorithms and Models for the Web Graph: 12th International Workshop, WAW 2015, Eindhoven, The Netherlands, December 10-11, 2015, Proceedings

Example text

Then for every k1 , k2 ≥ 0 we have (10) p(k1 , k2 ) = pβ (k1 , k2 ) + o(1), (ii) Assume that m/n → +∞. Then for every k1 , k2 ≥ 0 we have p(k1 , k2 ) = p∞ (k1 , k2 ) + o(1). (11) We note that the moment conditions < ∞ and EY1 < ∞ of Theorem 3 are the minimal ones as a2 = EX12 and b1 = EY1 enter the expressions defining the quantities on the right side of (10) and (11). EX12 Remark 2. , P(d(v1 ) = r|v1 ∼ v2 ) = p˜(r) + o(1), r = 1, 2, . . (12) Degree-Degree Distribution in a Power Law Random Intersection Graph 47 Our final remark is about the case where m/n → 0.

Let ε = ln(k1 ∧ (k2 − k1 )) for k2 − k1 → +∞, and ε = ln k1 otherwise. Split S[0,k1 ] = SA1 + SA2 + SA3 , where A2 = (k1 /2, k1 − ε], A1 = [0, k1 /2], A3 = (k1 − ε, k1 ].

One significant challenge in the field is the lack of deep understanding of the underlying structure of various classes of real-world networks. Here, we focus on two structural characteristics that can be exploited algorithmically: bounded expansion and hyperbolicity. A graph class has bounded expansion 1 if for every member G, one cannot form arbitrarily dense graphs by contracting subgraphs of small radius. Intuitively, this naturally corresponds to sparse interactions between locally dense clusters or communities.

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