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mrkn id:mrkn

complex_networksã«é–¢ã™ã‚‹mrknã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯ (26)

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Community Detection on Evolving Graphs
mrkn 2016/12/06
complex_networks

community_analysis
ãƒªãƒ³ã‚¯
DeepWalk: Online Learning of Social Representations (KDD2014) èªã‚“ã - ç³žç³žç³žãƒãƒƒãƒˆå¼æ…¶
[1403.6652] DeepWalk: Online Learning of Social Representations å®Ÿè£…ã‚‚ã‚ã‚‹ï¼Ž DeepWalk - Online Learning of Social Representations - Bryan Perozzi's old website æ¦‚è¦ ã‚°ãƒ©ãƒ•æ§‹é€ ã®ãƒ‡ãƒ¼ã‚¿ã‹ã‚‰ latent representation ã‚’å¦ç¿’ã™ã‚‹ï¼Žskip-gramãªã©ã§ã¯å…¥åŠ›ãŒæ–‡ç« é›†åˆã«ãªã£ã¦ã„ã‚‹ãŒï¼Œææ¡ˆæ‰‹æ³•ã§ã¯ random walk ã§ãã‚Œã‚’å®Ÿç¾ã™ã‚‹ï¼Ž contributionã¯3ã¤ï¼Ž ã‚°ãƒ©ãƒ•ãƒ‡ãƒ¼ã‚¿ã‚’åˆ†æžã™ã‚‹æ‰‹æ³•ã¨ã—ã¦ deep learning ã‚’é©ç”¨ã—ãŸï¼Ž ãƒžãƒ«ãƒãƒ©ãƒ™ãƒ«åˆ†é¡žã‚¿ã‚¹ã‚¯ã«ææ¡ˆæ‰‹æ³•ã‚’é©ç”¨ã—ç²¾åº¦ã‚’ä¸Šã’ãŸï¼Ž ä¸¦åˆ—å®Ÿè¡Œå¯èƒ½ãªã®ã§ã‚¹ã‚±ãƒ¼ãƒ©ãƒ“ãƒªãƒ†ã‚£ã‚‚ã™ã”ã„ï¼Ž ã‚¿ã‚¹ã‚¯ ã‚°ãƒ©ãƒ•ã«ã¤ã„ã¦æ¬¡å…ƒã®ç‰¹å¾´ãƒ™ã‚¯ãƒˆãƒ«é›†åˆã¨ãƒ©ãƒ™ãƒ«é›†åˆãŒä¸Žãˆã‚‰ã‚ŒãŸä¸Šã§ã¨ã®é–¢ä¿‚
mrkn 2015/04/07
machine_learning

complex_networks

pagerank
ãƒªãƒ³ã‚¯
A Multi-Level Aggregation Method for optimizing modularity
Two C++ codes, the original and an updated versions, are freely available for download. More information can be found in the readme file included in both distributions and here. A preliminary matlab version can be obtained on demand. Details about our method can be found here. This project has been developed by Vincent Blondel, Jean-Loup Guillaume, Renaud Lambiotte, and Etienne Lefebvre Using the
mrkn 2015/03/18
ãƒ¢ã‚¸ãƒ¥ãƒ©ãƒªãƒ†ã‚£ã«åŸºã¥ãã®ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã®ã‚¯ãƒ©ã‚¹ã‚¿ãƒªãƒ³ã‚°

complex_networks

modularity

community_analysis
ãƒªãƒ³ã‚¯
The Regulation of Ant Colony Foraging Activity without Spatial Information
mrkn 2013/07/07
ã‚¢ãƒªã•ã‚“ãŒã‚¤ãƒ³ã‚¿ãƒ¼ãƒãƒƒãƒˆã®ã‚ˆã†ãªã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ã‚’ä½¿ã£ã¦æƒ…å ±äº¤æ›ã—ã¦ã‚‹ã‚ˆã£ã¦ã„ã†ãŠè©±ã€‚

complex_networks

multiagent_system

ant
ãƒªãƒ³ã‚¯
Akky@ã‚µã‚¤ãƒœã‚¦ã‚ºãƒ»ãƒ©ãƒœ : ã‚¤ãƒ³ã‚¿ãƒ¼ãƒãƒƒãƒˆã®ã©ã®ãƒšãƒ¼ã‚¸é–“ã‚‚19ã‚¯ãƒªãƒƒã‚¯ä»¥ä¸‹ã§è¾¿ã‚‹ã“ã¨ãŒã§ãã‚‹ã¨ã„ã†ç ”ç©¶æˆæžœãŒç™ºè¡¨ã•ã‚Œã‚‹
ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ç§‘å¦è€…ã®ã‚¢ãƒ«ãƒãƒ¼ãƒˆãƒ»ãƒ©ã‚ºãƒãƒ»ãƒãƒ©ãƒã‚·æ•™æŽˆ(ãƒ«ãƒ¼ãƒžãƒ‹ã‚¢ç”Ÿã¾ã‚Œã®ãƒãƒ³ã‚¬ãƒªãƒ¼äºº)ãŒ18æ—¥ã«ç™ºè¡¨ã—ãŸè«–æ–‡ã«ã‚ˆã‚‹ã¨ã€ã‚¦ã‚§ãƒ–ä¸Šã®ã‚ã‚‹ãƒšãƒ¼ã‚¸Aã‹ã‚‰åˆ¥ã®ãƒšãƒ¼ã‚¸Bã¸ã¯ã€ã©ã‚“ãªã«é ãã¦ã‚‚19å€‹ã®ãƒªãƒ³ã‚¯ã‚’è¾¿ã‚Œã°ã¤ãªãŒã‚‹çµŒè·¯ãŒã‚ã‚‹ã®ã ãã†ã§ã™ã€‚ å½¼ã«ã‚ˆã‚Œã°ã€ç¾åœ¨ã®ã‚¦ã‚§ãƒ–ä¸Šã«ã¯ãŠãŠã‚€ã1å…†å€‹ã®æ–‡æ›¸ãŒã‚ã‚Šã€(ãƒšãƒ¼ã‚¸æ•°ãŒå…¨éƒ¨ã§140å„„ãƒšãƒ¼ã‚¸ã ã¨ã„ã†åˆ¥ã®æŽ¨è¨ˆã¨ã€)ãã‚Œã‚‰ã®ä¸ã§ã‚‚ã£ã¨ã‚‚é ã„ãƒŽãƒ¼ãƒ‰ã®é–“ã§ã‚‚ã€ã›ã„ãœã„19ã‚¯ãƒªãƒƒã‚¯ã§è¾¿ã‚Šã¤ãã“ã¨ãŒã§ãã¦ã—ã¾ã„ã¾ã™ã€‚ ã‚ã‚‹ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯å†…ã§ã®ãƒŽãƒ¼ãƒ‰é–“ã®æœ€çŸè·é›¢ã«ã¤ã„ã¦ã¯ã€6æ¬¡ã®éš”ãŸã‚Šã¨ã„ã†ã®ãŒã‚ˆãæŒã¡å‡ºã•ã‚Œã¾ã™ã€‚çŸ¥ã‚Šåˆã„ã‚’6äººè¾¿ã‚Œã°ä¸–ç•Œã®èª°ã«ã§ã‚‚ã¤ãªãŒã‚‹ã€ã¨ã„ã†ã‚„ã¤ã§ã™ãã€‚6ã¨ã„ã†ã®ã¯æœ€åˆã«è¨€ã„å‡ºã—ãŸæ™‚ã®æ•°ã§ã€ãƒžã‚¤ã‚¯ãƒã‚½ãƒ•ãƒˆã‚„ãƒŸã‚¯ã‚·ã‚£ã€Facebookãªã©ãŒè‡ªç¤¾ã‚µãƒ¼ãƒ“ã‚¹ã®ãƒ‡ãƒ¼ã‚¿ã‚’ä½¿ã£ã¦å®Ÿéš›ã«æœ€çŸã®ä»²ä»‹æ•°ã¯ã„ãã¤ãªã®ã‹æ¤œè¨¼ã—ã‚ˆã†ã¨ã—ãŸã‚Šã‚‚ã—ã¦ã„ã¾ã™ã€‚ã€‚ ãƒãƒªã‚¦ãƒƒãƒ‰ã®å½¹è€…ã®å…±
mrkn 2013/02/26
10å¹´å‰ã®ç ”ç©¶æˆæžœã‚’æ‹›å¾…è¬›æ¼”ã§ã¾ã¨ã‚ã¦å–‹ã£ã¦ã‚‹ã ã‘ãªã‚“ã§ã¯ï¼Ÿ

web

complex_networks
ãƒªãƒ³ã‚¯
Identifying critical transitions and their leading biomolecular networks in complex diseases - Scientific Reports
mrkn 2012/12/18
complex_networks

bioinformatics

computational_biology
ãƒªãƒ³ã‚¯
A network-based dynamical ranking system for competitive sports - Scientific Reports
Ranking of individual players or teams in sports, both professional and amateur, is a tool for entertaining fans and developing sports business. Depending on the type of sports, different ranking systems are in use1. A challenge in sports ranking is that it is often impossible for all the pairs of players or teams (we refer only to players in the following. However, the discussion also applies to
mrkn 2012/12/18
complex_networks

information_theory
ãƒªãƒ³ã‚¯
World citation and collaboration networks: uncovering the role of geography in science - Scientific Reports
mrkn 2012/12/11
geography

complex_networks

citation_network

collaboration_network
ãƒªãƒ³ã‚¯
Recipe recommendation using ingredient networks â€“ ladamic's blog
mrkn 2012/01/04
recipe_recommendation

ingredient_network

complex_networks

cooking
ãƒªãƒ³ã‚¯
Flavor network and the principles of food pairing - Scientific Reports
Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.
mrkn 2011/12/20
ã¾ãŸ Barabasi ã•ã‚“ä¸€æ´¾

science

complex_networks
ãƒªãƒ³ã‚¯
Ruby on Rails repository virtulization from 2004 to 2009 with Gource
Amazing video! used very good configuration of the Gource open source project (http://code.google.com/p/gource/). 5 first second don't show good, but it's awesome after that! april 2008, the month rails moved to github, you can see what's going on that month! huge surge in commits and commiters.
mrkn 2011/08/25
complex_networks

visualization

rails
ãƒªãƒ³ã‚¯
Controllability of complex networks - Nature
Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.
mrkn 2011/05/13
è¤‡é›‘ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã®åˆ¶å¾¡å¯èƒ½æ€§

science

physics

mathematics

complex_networks

control_theory

network_control
ãƒªãƒ³ã‚¯
ãƒ ãƒãƒ©ã‚¯å‰å¤§çµ±é ˜è¾žä»»ã«é–¢ã™ã‚‹ Twitter æŠ•ç¨¿ã®ãƒªãƒ„ã‚¤ãƒ¼ãƒˆã‚’å¯è¦–åŒ– | ã‚¹ãƒ©ãƒ‰ IT
ã‚¨ã‚¸ãƒ—ãƒˆã®ãƒ ãƒãƒ©ã‚¯å‰å¤§çµ±é ˜ã®è¾žä»»ç™ºè¡¨ã«é–¢ã™ã‚‹ Twitter ã¸ã®æŠ•ç¨¿ãŒãƒªãƒ„ã‚¤ãƒ¼ãƒˆã•ã‚Œã¦ã„ãæ§˜åã‚’å‹•çš„ãƒ‡ãƒ¼ã‚¿åˆ†æžã§å¯è¦–åŒ–ã—ãŸäººãŒã„ã‚‹ãã†ã (YouTube å‹•ç”»ã€Gephi ã®è¨˜äº‹ã€æœ¬å®¶ /. è¨˜äº‹ã‚ˆã‚Š) ã€‚ ã“ã®åˆ†æžã‚’è¡Œã£ãŸå‹•çš„ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯åˆ†æžå®¶ã® AndrÃ© Panisson æ°ã¯å‰å¤§çµ±é ˜ã®è¾žä»»ç™ºè¡¨æ™‚ã€ã¡ã‚‡ã†ã©è‡ªåˆ†ã®ã‚µãƒ¼ãƒã®ãƒ†ã‚¹ãƒˆã‚’è¡Œã£ã¦ã„ãŸã¨ã„ã†ã€‚å‹•çš„ãƒ‡ãƒ¼ã‚¿åˆ†æžãƒ„ãƒ¼ãƒ«ã§ã‚ã‚‹Gephi ã® Graph Streaming ãƒ—ãƒ©ã‚°ã‚¤ãƒ³ã‚’ Twitter ã®ã‚¹ãƒˆãƒªãƒ¼ãƒŸãƒ³ã‚° API ã«æŽ¥ç¶šã—ã€ãƒ†ã‚¹ãƒˆç”¨ã®ã‚¢ã‚¯ãƒ†ã‚£ãƒ–ãªã‚¿ã‚°ã¨ã—ã¦ã‚¨ã‚¸ãƒ—ãƒˆã®ãƒ‡ãƒ¢ã§ä½¿ã‚ã‚Œã¦ã„ãŸãƒãƒƒã‚·ãƒ¥ã‚¿ã‚°ã€Œ#jan25ã€ã‚’åˆ†æžã—ã¦ã„ãŸã¨ã“ã‚ã€è¾žä»»ç™ºè¡¨ãŒè¡Œã‚ã‚Œã“ã®ã‚¿ã‚°ãŒçˆ†ç™ºçš„ã«æ´»ç™ºã«ãªã£ãŸã¨ã„ã†ã€‚ ã“ã®åˆ†æžã§ Twitter ãƒ¦ãƒ¼ã‚¶ã¯ãƒŽãƒ¼ãƒ‰ã€ãƒªãƒ„ã‚¤ãƒ¼ãƒˆã¯ã‚¨ãƒƒã‚¸ã¨ã—ã¦è¡¨ã•ã‚Œã¦ã„ã‚‹ã¨ã®ã“ã¨ã€‚ã¾ãŸã€ã“ã“ã§åˆ†æžã•ã‚ŒãŸã®ã¯ãƒªãƒ„ã‚¤ãƒ¼ãƒˆã•ã‚ŒãŸæŠ•ç¨¿
mrkn 2011/02/18
complex_networks

network_dynamics

twitter

percolation
ãƒªãƒ³ã‚¯
BBC NEWS | UK | Magazine | How Kevin Bacon sparked a new branch of science
Page last updated at 11:49 GMT, Tuesday, 5 May 2009 12:49 UK The theory that everyone in the world is six friendships away from everyone else is regarded by many as a myth. So what happens when the theory is put to the test? The thought that all 6.9 billion people on the planet could be closely connected to one another through their network of friends has a long-held fascination. For decades, scie
mrkn 2009/05/07
bbc

network

social_network

complex_networks

contact_process

flu

epidemiology

six_degree

small_world

scale_free
ãƒªãƒ³ã‚¯
ãƒ†ã‚¯ãƒŽãƒã‚¸ãƒ¼ : æ—¥çµŒé›»åç‰ˆ
1å›žã®å……é›»ã§æ±äº¬â€•å¤§é˜ªé–“ã«ç›¸å½“ã™ã‚‹500ã‚ãƒãƒ¡ãƒ¼ãƒˆãƒ«ã‚’èµ°ã‚Œã‚‹ãƒªãƒã‚¦ãƒ ã‚¤ã‚ªãƒ³é›»æ± æŠ€è¡“ã®é–‹ç™ºãŒæ´»ç™ºã ã€‚ç©æ°´åŒ–å¦å·¥æ¥ã®æŠ€è¡“ã¯çªç ´ã®ãƒ¡ãƒ‰ãŒãŸã¡ã€æ—åŒ–æˆã‚‚è¿‘ã¥ã„ãŸã€‚ã„ãšã‚Œã‚‚æ—¢å˜ã®é›»æ¥µã‚’ä½¿ã†ã“â€¦ç¶šã å†ã‚¨ãƒåŠ¹çŽ‡çš„ã«è²¯è”µã€ã€ŒãƒŠãƒˆãƒªã‚¦ãƒ ã‚¤ã‚ªãƒ³é›»æ± ã€å¯¿å‘½ãƒ»å®¹é‡ãŒå¢—å¤§ ï¼»æœ‰æ–™ä¼šå“¡é™å®šï¼½ ãƒˆãƒ¨ã‚¿ã®å…¨å›ºä½“é›»æ± ã€€2025ï½ž30å¹´ï¼¥ï¼¶ãŒåŒ–ã‘ã‚‹ ï¼»æœ‰æ–™ä¼šå“¡é™å®šï¼½
mrkn 2009/04/30
ã‚ã¨ã§èªã‚€

recommendation

marketing

complex_networks

complex_system
ãƒªãƒ³ã‚¯
PLOS Biology: A Peer-Reviewed Open-Access Journal
Kenneth Dyar, Henriette Uhlenhaut and colleagues compare in vivo genomic binding patterns of transcription factors BMAL1 and REV-ERB with 24-hour transcriptional and metabolic changes upon their loss to reveal how the circadian clock directs the diurnal rhythms of muscle metabolism.
mrkn 2009/02/21
science

brain

neural_network

neuroscience

complex_networks
ãƒªãƒ³ã‚¯
Fast unfolding of communities in large networks
We propose a simple method to extract the community structure of large networks. Our method is a heuristic method that is based on modularity optimization. It is shown to outperform all other known community detection method in terms of computation time. Moreover, the quality of the communities detected is very good, as measured by the so-called modularity. This is shown first by identifying langu
mrkn 2008/07/07
algorithm

community_analysis

complex_networks

research

study
ãƒªãƒ³ã‚¯
è«–æ–‡æŠ•ç¨¿ã®ãŸã‚ã®å›½éš›ä¼šè°ãƒžãƒƒãƒ—
æœ¬ãƒšãƒ¼ã‚¸ã§ã¯ï¼Œè¨ˆç®—æ©Ÿç§‘å¦ã®åˆ†é‡Žã®å›½éš›ä¼šè°ã®é–¢ä¿‚ã‚’ç·ä½“çš„ã«ã¨ã‚‰ãˆã‚‰ã‚Œã‚‹ã“ã¨ã‚’ç›®çš„ã¨ã—ã¦ï¼ŒéŽåŽ»ã®å›½éš›ä¼šè°ã§æŽ¡éŒ²ã•ã‚ŒãŸè«–æ–‡ãƒ‡ãƒ¼ã‚¿ã‹ã‚‰å›½éš›ä¼šè°ãƒžãƒƒãƒ—ã‚’ä½œæˆã—ãŸï¼Ž ã“ã®å›½éš›ä¼šè°ãƒžãƒƒãƒ—ã§ã¯ï¼Œè«–æ–‡ã®è‘—è€…ãŒé‡ãªã‚‹ä¼šè°åŒå£«ã¯é–¢é€£ã‚ã‚‹ã¨å®šç¾©ã—ãƒªãƒ³ã‚¯ã¨ã—ãŸãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã‚’ã‚‚ã£ã¦å›³ç¤ºã—ã¦ã„ã‚‹ï¼Žçµæžœã¨ã—ã¦ï¼Œå‘¨è¾ºã®ä¼šè°ã®ç·åˆçš„ãªç«‹å ´ã«ã‚ã‚‹ä¼šè°ã»ã©ã‚ˆã‚Šå¤šãã®ã‚¨ãƒƒã‚¸ã‚’ã‚‚ã¤ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã¨ãªã‚‹ï¼Žè‡ªèº«ãŒå‚åŠ ã—ã¦ã„ã‚‹å›½éš›ä¼šè°ãŒã¿ã¤ã‹ã‚‹ãªã‚‰è¿‘éš£ã¨ãªã£ã¦ã„ã‚‹å›½éš›ä¼šè°ã‚’èª¿ã¹ã¦ã‚‚ã‚‰ã„ãŸã„ï¼Ž ãªãŠï¼Œæœ¬WebPageã¯ï¼Œäººå·¥çŸ¥èƒ½å¦ä¼šèªŒ(Vol.23,No.3)ã®ç‰¹é›†ã€Œå›½éš›ä¼šè°ã«é€šã™ãŸã‚ã®è‹±èªžè«–æ–‡ã€ã®è§£èª¬è¨˜äº‹ã€Œè«–æ–‡æŠ•ç¨¿ã®ãŸã‚ã®å›½éš›ä¼šè°ãƒžãƒƒãƒ—ã€(pp.380--384) ã®ã‚µãƒãƒ¼ãƒˆãƒšãƒ¼ã‚¸ã¨ã—ã¦ä½œæˆã—ã¦ãŠã‚Šã¾ã™ï¼Žå›½éš›ä¼šè°ãƒžãƒƒãƒ—ã®å…·ä½“çš„ãªä½œæˆæ–¹æ³•ã¯è«–æ–‡ã‚’å‚ç…§ï¼Œã¾ãŸã¯è‘—è€…ã«ç›´æŽ¥å•ã„åˆã‚ã›ã¦ãã ã•ã„ï¼Ž ç ”ç©¶è€…ã«ã¨ã£ã¦ï¼Œç ”ç©¶è«–æ–‡ã‚’ã©ã®å›½éš›ä¼šè°ã«æŠ•ç¨¿ã™ã‚‹ã‹ã‚’
mrkn 2008/04/07
science

research

map

complex_networks

academic_society

community
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mrkn 2008/04/07
kynbit

nicovideo

complex_networks
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visualcomplexity.com | Visualizing tagging behavior in Nicovideo
Project Description: In Japan, Nicovideo (Japanese call this service Nico Nico Douga) is a known user generated content service similar to YouTube. Users in Nicovideo create new videos by remixing and adding new features to existing content. These remixed videos, sometimes called "MAD", are also tagged by users, employing a shared set of categories (tags).In this project, the author(s) tried to un
mrkn 2008/03/06
kynbit

complex_systems

complex_networks

nicovideo

visualization

network
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