• DeepWalk

  • Referenced in 63 articles [sw39604]
  • DeepWalk: Online Learning of Social Representations. We present DeepWalk, a novel approach for learning latent ... vertices in a network. These latent representations encode social relations in a continuous vector space ... multi-label network classification tasks for social networks such as BlogCatalog, Flickr, and YouTube...
  • Graphs

  • Referenced in 109 articles [sw12277]
  • applications in areas such as transportation, networking, and social science, this problem has been considered ... investigate materialization tradeoffs, query processing on spatial networks, and reachability queries; and theoretical computer scientists...
  • Pregel

  • Referenced in 40 articles [sw13416]
  • include the Web graph and various social networks. The scale of these graphs - in some...
  • Ucinet

  • Referenced in 34 articles [sw13100]
  • Ucinet for Windows: Software for Social Network Analysis...
  • sna

  • Referenced in 23 articles [sw07318]
  • package sna: Tools for Social Network Analysis. A range of tools for social network analysis...
  • ArnetMiner

  • Referenced in 21 articles [sw35619]
  • ArnetMiner: extraction and mining of academic social networks. This paper addresses several key issues ... aims at extracting and mining academic social networks. Specifically, the system focuses on: 1) Extracting...
  • NodeTrix

  • Referenced in 20 articles [sw19602]
  • NodeTrix: a Hybrid Visualization of Social Networks. The need to visualize large social networks...
  • GraRep

  • Referenced in 22 articles [sw32342]
  • experiments on a language network, a social network as well as a citation network...
  • FacetNet

  • Referenced in 16 articles [sw20426]
  • Dynamic Networks. We discover communities from social network data, and analyze the community evolution. These ... characteristics of human interaction in online social networks, as well as paper citation networks. Also ... changes to individuals’ roles and social status in the network as well as changes...
  • CELF++

  • Referenced in 23 articles [sw11772]
  • greedy algorithm for influence maximization in social networks...
  • visone

  • Referenced in 12 articles [sw12042]
  • Analysis and Visualization of Social Networks. We describe Visone, a tool that facilitates the visual ... exploration of social networks. Social network analysis is a methodological approach in the social sciences ... integrate analysis and visualization of social networks and is intended to be used in research ... primarily focusing on users in the social sciences, several features provided in the tool will...
  • RandNLA

  • Referenced in 22 articles [sw41749]
  • pairs of nodes in a social network; and so on. Motivated largely by technological developments...
  • STXXL

  • Referenced in 18 articles [sw06824]
  • decompositions, constructing suffix arrays, and computing social network analysis metrics for huge graphs...
  • TwitterRank

  • Referenced in 17 articles [sw15639]
  • notable micro-blogging services, employs a social-networking model called ”following”, in which each user...
  • ANF

  • Referenced in 14 articles [sw12276]
  • phone records, gene sequences, city streets, social networks and academic citations. Any kind of relationship...
  • KaHIP

  • Referenced in 13 articles [sw19376]
  • specialized techniques are included to partition road networks (Buffoon), to output a vertex separator from ... techniques geared towards efficient partitioning of social networks...
  • SenticNet

  • Referenced in 13 articles [sw39060]
  • through blogs, wikis, fora, chats and social networks. For sectors such as e-commerce ... automatically analyze the huge amount of social information available on the Web, but the extremely...
  • AntNet

  • Referenced in 65 articles [sw11975]
  • network itself. This form of communication is typical of social insects and is called stigmergy ... experiments over real and artificial IP datagram networks with increasing number of nodes and under...
  • Poblano

  • Referenced in 12 articles [sw04186]
  • data analysis applications (bibliometric analysis, social network analysis, chemometrics, etc.). Poblano optimizers find local minimizers...