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  1. Was this helpful?
  2. academia.edu

    On the bursty evolution of blogspace. Ravi kumar. 2003. We propose two new tools to address the evolution of hyperlinked corpora. First, we define time graphs to extend the traditional notion of an evolving directed graph, capturing link creation as a point phenomenon in time. Second, we develop definitions and algorithms for time-dense ...
  3. Herein, we observe similar evolution of a giant component, but no corresponding increase in community structure. Having demonstrated the formation of micro-communities over time, we then turn to the ongoing activity within active communities. We extend recent work of Kleinberg [11] to discover dense periods of "bursty" intra-community link ...
    Author:Ravi Kumar, Jasmine Novak, Prabhakar Raghavan, Andrew TomkinsPublished:2003
  4. research.ibm.com

    Herein, we observe similar evolution of a giant component, but no corresponding increase in community structure. Having demonstrated the formation of micro-communities over time, we then turn to the ongoing activity within active communities. We extend recent work of Kleinberg [11] to discover dense periods of "bursty" intra-community link ...
  5. semanticscholar.org

    This work defines time graphs to extend the traditional notion of an evolving directed graph, capturing link creation as a point phenomenon in time, and develops definitions and algorithms for time-dense community tracking, to crystallize the notion of community evolution. Abstract We propose two new tools to address the evolution of hyperlinked corpora. First, we define time graphs to extend ...
  6. 1.anagora.org

    layout: post title: On the bursty evolution of blogspace created: 1054000560 categories: Social Media; Writing about blogs in a blog is a bit too much like navel-gazing. But, this is an interesting academic paper. ... 🔎 full text search for '2003 05 26 on the bursty evolution of blogspace' pull. This [] took 3. ...
  7. academia.edu

    We should stress that time is absolute (not merely relative as in a sequence of crawls). Our work focuses on connectivity evolution and on temporally concentrated bursts (in the sense of Kleinberg [11]) in this evolution of Blogspace. to v in G if there is a sequence of nodes u = w1 , . . . , wk = v such that (wi , wi+1 ) ∈ E for 1 ≤ i < k.
  8. snap.stanford.edu

    On the bursty evolution of Blogspace Ravi Kumar ravi@almaden.ibm.com IBM Almaden Research Center 650 Harry Road San Jose, CA 95120 Jasmine Novak jnovak@us.ibm.com IBM Almaden Research Center 650 Harry Road San Jose, CA 95120 Prabhakar Raghavan pragh@verity.com Verity Inc. 892 Ross Drive Sunnyvale, CA 94089 Andrew Tomkins tomkins@almaden.ibm.com
  9. Second, we develop definitions and algorithms for time-dense community tracking , to crystallize the notion of community evolution. We develop these tools in the context of Blogspace , the space of weblogs (or blogs ). Our study involves approximately 750 K links among 25 K blogs.

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