topical media & game development
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  <title>AFS Sociogram</title>
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    <img src="display-files-logo-no-text-150dpi.png" width="100px" style="float: left;">
    <h1>AFS Sociogram</h1>
    Copyright (c) 2013, Rinke Hoekstra, <a href="http://www.data2semantics.org/">Data2Semantics</a>, VU University Amsterdam &amp; University of Amsterdam
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  <h2>Introduction</h2>
  <p>This page visualizes the results of an experimental sociogram for the new organization of the AFS.</p>
  
  <p>The experiment consisted of two questions to all tenure and tenure-track staff of the computer science departments of UvA and VU:</p>
  
  <ul>
    <li>Which 3 people have topics that are currently most interesting for your own current interests? Include at least 1 person from the other university</li>
    <li>Which 3 people have future topics that are most interesting for your future interests? Include at least 1 person from the other university</li>
  </ul>
  
  <p>We use Mike Bostock's <a href="http://d3js.org/">D3.js</a> library and the Python network analysis library <a href="http://networkx.github.io/">NetworkX</a> to analyse and visualize the graphs resulting from both questions:</p>
    
  <ul>
    <li>People are colored according to the louvain method for community detection algorithm [1], <a href="http://perso.crans.org/aynaud/communities/index.html">implemented in Python</a>.</li>
    <li>The chord diagram distinguishes between incoming links and outgoing links by always using the color of the originating node. Hover over persons to highlight the people they are connected to.</li>
    <li>The force directed graph visualization uses the same coloring, and nodes are sized according to their degree (total number of incoming and outgoing links)</li>
    <li>Mutual collaboration counts double: edges that have an inverse have a weight of 2, all other edges have a weight of 1.</li>
  </ul>
  
  <p>Many thanks to all participants of the CS departments in both universities for providing their data.</p>
  
  <p><b>Tip:</b> Make your browser window very wide to see the chord and graph side-by-side.</p>
  <p style="font-size: small;">[1] Fast unfolding of communities in large networks, Vincent D Blondel, Jean-Loup Guillaume, Renaud Lambiotte, Renaud Lefebvre, Journal of Statistical Mechanics: Theory and Experiment 2008(10), P10008 (12pp)</p>
  
  <h2>Preliminary Conclusions</h2>
  
  <p>It seems that the results of the "future" question are a bit biased by optimism. People are very keen to collaborate across boundaries of disciplines in Computer Science, leading to a distorted picture.</p>
  
  </div>
  
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  <h2>Current Situation</h2>
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cy="531.7597439300604" style="fill: #1f77b4;"><title>Cees Verstoep</title></circle><circle class="node" r="9" cx="653.8901449392686" cy="572.9885573556178" style="fill: #ff7f0e;"><title>Lynda Hardman</title></circle><circle class="node" r="11" cx="404.9489136748109" cy="139.94041483342292" style="fill: #9467bd;"><title>Bas Teusink</title></circle><circle class="node" r="14" cx="265.666242838486" cy="496.63843230812415" style="fill: #e377c2;"><title>Andy Pimentel</title></circle><circle class="node" r="14" cx="393.3024495597514" cy="294.2791553126155" style="fill: #9467bd;"><title>Peter Sloot</title></circle><circle class="node" r="10" cx="611.5800032760321" cy="588.5971627676134" style="fill: #ff7f0e;"><title>Bert Bredeweg</title></circle><circle class="node" r="8" cx="288.02772881087583" cy="255.67390261229812" style="fill: #9467bd;"><title>Anton Feenstra</title></circle><circle class="node" r="8" cx="701.1551250078037" cy="217.5804422472773" style="fill: #d62728;"><title>Arnoud Visser</title></circle><circle class="node" r="12" cx="452.59386530286673" cy="430.487448975272" style="fill: #1f77b4;"><title>Maarten Marx</title></circle><circle class="node" r="17" cx="593.8997400793882" cy="266.3886480968629" style="fill: #d62728;"><title>Max Welling</title></circle><circle class="node" r="23" cx="312.0843406419799" cy="536.1780170275579" style="fill: #2ca02c;"><title>Henri Bal</title></circle><circle class="node" r="12" cx="612.4215948494075" cy="485.75777706136677" style="fill: #1f77b4;"><title>Guus Schreiber</title></circle><circle class="node" r="13" cx="441.0462547218518" cy="186.60546862982042" style="fill: #9467bd;"><title>Jaap Heringa</title></circle><circle class="node" r="10" cx="435.9225636303684" cy="761.1456330128145" style="fill: #ff7f0e;"><title>Paul Klint</title></circle><circle class="node" r="8" cx="200.38819808279513" cy="607.8789522629925" style="fill: #e377c2;"><title>Rutger Hofman</title></circle><circle class="node" r="9" cx="578.3947103302773" cy="493.0524219287293" style="fill: #1f77b4;"><title>Stefan Schlobach</title></circle><circle class="node" r="13" cx="710.7852641229256" cy="545.3546350153827" style="fill: #ff7f0e;"><title>Frank Nack</title></circle><circle class="node" r="9" cx="354.3533582105164" cy="688.0081141526678" style="fill: #2ca02c;"><title>Andrew Tanenbaum</title></circle><circle class="node" r="13" cx="302.4810918711609" cy="460.79035559182773" style="fill: #e377c2;"><title>Thilo Kielmann</title></circle><circle class="node" r="10" cx="532.6437573457076" cy="290.27869648019066" style="fill: #1f77b4;"><title>Chris Monz</title></circle><circle class="node" r="11" cx="435.18400687373855" cy="321.23226599452687" style="fill: #9467bd;"><title>Sanne Abeln</title></circle><circle class="node" r="13" cx="258.8487624438517" cy="418.9767892138547" style="fill: #8c564b;"><title>Femke van Raamsdonk</title></circle><circle class="node" r="9" cx="412.05471559124925" cy="397.6505303192317" style="fill: #1f77b4;"><title>Peter Boncz</title></circle><circle class="node" r="9" cx="456.8020364885085" cy="378.507617463965" style="fill: #1f77b4;"><title>Aniel Bhulai</title></circle><circle class="node" r="9" cx="112.77721353363887" cy="441.6310123449756" style="fill: #8c564b;"><title>Piet Rodenburg</title></circle><circle class="node" r="18" cx="498.18960527318217" cy="475.22126094812825" style="fill: #1f77b4;"><title>Frank van Harmelen</title></circle><circle class="node" r="11" cx="262.57814741805765" cy="640.3570427526693" style="fill: #2ca02c;"><title>Marian Bubak</title></circle><circle class="node" r="10" cx="835.9589206018795" cy="348.6575249695605" style="fill: #d62728;"><title>Tibor Bosse</title></circle><circle class="node" r="9" cx="527.3887450888462" cy="550.156731147724" style="fill: #1f77b4;"><title>Annette ten Teije</title></circle><circle class="node" r="13" cx="371.4575597432842" cy="161.7860044723031" style="fill: #9467bd;"><title>Jaap Kaandorp</title></circle><circle class="node" r="10" cx="555.1468352378672" cy="351.9075817656954" style="fill: #1f77b4;"><title>Marcel Worring</title></circle><circle class="node" r="8" cx="555.7844404875407" cy="249.653959354485" style="fill: #9467bd;"><title>Bas Terwijn</title></circle><circle class="node" r="10" cx="294.4879682077693" cy="305.8770573547531" style="fill: #9467bd;"><title>Dick van Albada</title></circle><circle class="node" r="10" cx="382.85800241989165" cy="565.9728602406086" style="fill: #2ca02c;"><title>Spyros Voulgaris</title></circle><circle class="node" r="9" cx="530.9421642970816" cy="427.39236893744504" style="fill: #d62728;"><title>Maarten van Someren</title></circle><circle class="node" r="11" cx="472.46286203522203" cy="176.0006546978681" style="fill: #9467bd;"><title>Mooij Joris</title></circle><circle class="node" r="8" cx="329.44031823204335" cy="320.1436306854203" style="fill: #9467bd;"><title>Drona Kandhai</title></circle><circle class="node" r="10" cx="321.0700411935999" cy="407.02201597477296" style="fill: #e377c2;"><title>Martin Kersten</title></circle><circle class="node" r="11" cx="648.7791540661422" cy="492.01574381569196" style="fill: #ff7f0e;"><title>Anton Eliëns</title></circle><circle class="node" r="8" cx="547.3169863225705" cy="460.974437305444" style="fill: #1f77b4;"><title>Dennis Koelma</title></circle><circle class="node" r="14" cx="606.125985888495" cy="318.7625633050518" style="fill: #d62728;"><title>Shimon Whiteson</title></circle><circle class="node" r="8" cx="294.3558443801104" cy="437.88758754007443" style="fill: #2ca02c;"><title>Rob Meijer</title></circle><circle class="node" r="11" cx="220.48079257759687" cy="543.6232162170753" style="fill: #e377c2;"><title>Clemens Grelck</title></circle><circle class="node" r="16" cx="742.9936068339309" cy="275.630502172839" style="fill: #d62728;"><title>Ben Krose</title></circle><circle class="node" r="10" cx="65.42452507868859" cy="322.1518646437829" style="fill: 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transform="translate(631.5886699305428,405.67420671061166)" style="text-anchor: middle;">Natalia Cividjian</text><text fill="black" dy=".3em" transform="translate(366.3535527444092,229.5236137381508)" style="text-anchor: middle;">Alfons Hoekstra</text><text fill="black" dy=".3em" transform="translate(562.7984427389753,563.4179965903392)" style="text-anchor: middle;">Dick Bulterman</text><text fill="black" dy=".3em" transform="translate(597.6698632839857,700.5446961770405)" style="text-anchor: middle;">Toon Abcouwer</text><text fill="black" dy=".3em" transform="translate(369.49333811872395,342.13361887764756)" style="text-anchor: middle;">Robert Belleman</text><text fill="black" dy=".3em" transform="translate(309.094253817524,686.7554728591243)" style="text-anchor: middle;">Karst Koymans</text><text fill="black" dy=".3em" transform="translate(337.8295226403976,60.93437420622245)" style="text-anchor: middle;">Peter Boven</text><text fill="black" dy=".3em" 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transform="translate(606.125985888495,318.7625633050518)" style="text-anchor: middle;">Shimon Whiteson</text><text fill="black" dy=".3em" transform="translate(294.3558443801104,437.88758754007443)" style="text-anchor: middle;">Rob Meijer</text><text fill="black" dy=".3em" transform="translate(220.48079257759687,543.6232162170753)" style="text-anchor: middle;">Clemens Grelck</text><text fill="black" dy=".3em" transform="translate(742.9936068339309,275.630502172839)" style="text-anchor: middle;">Ben Krose</text><text fill="black" dy=".3em" transform="translate(65.42452507868859,322.1518646437829)" style="text-anchor: middle;">Alban Ponse</text><text fill="black" dy=".3em" transform="translate(513.4348831322676,314.8041391458944)" style="text-anchor: middle;">Guszti Eiben</text><text fill="black" dy=".3em" transform="translate(697.9797913056118,309.92449968042246)" style="text-anchor: middle;">Mark Hoogendoorn</text><text fill="black" dy=".3em" transform="translate(194.57884304910283,383.9220753777512)" style="text-anchor: middle;">Wan Fokkink</text><text fill="black" dy=".3em" transform="translate(371.5514251594983,461.47574543862044)" style="text-anchor: middle;">Maarten van Steen</text><text fill="black" dy=".3em" transform="translate(557.5148891626812,866.5544285670366)" style="text-anchor: middle;">Guus Delen</text></svg></div>
  
  <h2>Future Situation</h2>
  <div id="future" class="chord" width="900" height="900">&nbsp;<svg width="920" height="920"><g id="circle" transform="translate(460,460)"><circle r="360"></circle><g class="group"><title>Cees Snoek</title><path id="group0" d="M2.204291436880279e-14,-360A360,360 0 0,1 7.669885137172605,-359.91828636786795L7.158559461361098,-335.9237339433434A336,336 0 0,0 2.0573386744215938e-14,-336Z" style="fill: #1f77b4;"></path><text dy=".35em" transform="rotate(-89.38960374998649)translate(362)" class="chord-label">Cees Snoek</text></g><g class="group"><title>Theo Gevers</title><path id="group1" d="M22.056642680585693,-359.32367652808654A360,360 0 0,1 29.707112118504806,-358.77219442088676L27.726637977271153,-334.854048126161A336,336 0 0,0 20.586199835213314,-335.36876475954745Z" style="fill: #1f77b4;"></path><text dy=".35em" transform="rotate(-85.87698006943619)translate(362)" class="chord-label">Theo Gevers</text></g><g class="group"><title>Evert Haasdijk</title><path id="group2" d="M44.03041077696857,-357.29724729811653A360,360 0 0,1 51.632719004234254,-356.2780688285904L48.190537737285304,-332.526197573351A336,336 0 0,0 41.095050058504,-333.4774308115754Z" style="fill: #1f77b4;"></path><text dy=".35em" transform="rotate(-82.36435638888588)translate(362)" class="chord-label">Evert Haasdijk</text></g><g class="group"><title>Maarten de Rijke</title><path id="group3" d="M65.83874109398234,-353.92832631926984A360,360 0 0,1 75.86561826534806,-351.9153420429642L70.80791038099153,-328.4543192400999A336,336 0 0,0 61.449491687716844,-330.3331045646518Z" style="fill: #1f77b4;"></path><text dy=".35em" transform="rotate(-78.64826729166441)translate(362)" class="chord-label">Maarten de Rijke</text></g><g class="group"><title>Dorst Leo</title><path id="group4" d="M89.8777940809966,-348.60003174287573A360,360 0 0,1 97.28439952899714,-346.6060380436014L90.79877289373067,-323.49896884069466A336,336 0 0,0 83.88594114226349,-325.360029626684Z" style="fill: #1f77b4;"></path><text dy=".35em" transform="rotate(-74.93217819444294)translate(362)" class="chord-label">Dorst Leo</text></g><g class="group"><title>Arnoud Visser</title><path id="group5" d="M111.06712707225388,-342.43845181859444A360,360 0 0,1 118.33764899902131,-339.99441293848406L110.44847239908655,-317.32811874258516A336,336 0 0,0 103.66265193410362,-319.6092216973548Z" style="fill: #1f77b4;"></path><text dy=".35em" transform="rotate(-71.41955451389265)translate(362)" class="chord-label">Arnoud Visser</text></g><g class="group"><title>Max Welling</title><path id="group6" d="M131.839141702417,-334.9902098795874A360,360 0 0,1 141.30144383189437,-331.1101055102698L131.88134757643473,-309.0360984762518A336,336 0 0,0 123.04986558892254,-312.6575292209482Z" style="fill: #1f77b4;"></path><text dy=".35em" transform="rotate(-67.70346541667118)translate(362)" class="chord-label">Max Welling</text></g><g class="group"><title>Chris Monz</title><path id="group7" d="M154.4292904100009,-325.1947020839417A360,360 0 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transform="rotate(-57.77599062503376)translate(362)" class="chord-label">Marcel Worring</text></g><g class="group"><title>Dennis Koelma</title><path id="group10" d="M207.13674159030188,-294.43907737145304A360,360 0 0,1 213.36281938983183,-289.95914764328785L199.13863143050972,-270.628537800402A336,336 0 0,0 193.32762548428175,-274.8098055466895Z" style="fill: #1f77b4;"></path><text dy=".35em" transform="rotate(-54.26336694448345)translate(362)" class="chord-label">Dennis Koelma</text></g><g class="group"><title>Shimon Whiteson</title><path id="group11" d="M224.787425147386,-281.194974164917A360,360 0 0,1 234.62923738962786,-273.03684909176945L218.98728823031934,-254.83439248565148A336,336 0 0,0 209.8015968042269,-262.4486425539225Z" style="fill: #1f77b4;"></path><text dy=".35em" transform="rotate(-50.34381243059079)translate(362)" class="chord-label">Shimon Whiteson</text></g><g class="group"><title>Guszti Eiben</title><path id="group12" 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#ff7f0e;"></path><text dy=".35em" transform="rotate(-38.585148888912855)translate(362)" class="chord-label">Hans Dekkers</text></g><g class="group"><title>Herbert Bos</title><path id="group15" d="M292.41267512378863,-209.98768398872738A360,360 0 0,1 301.09285880672485,-197.34003743689132L281.0200015529432,-184.18403494109856A336,336 0 0,0 272.91849678220274,-195.98850505614556Z" style="fill: #ff7f0e;"></path><text dy=".35em" transform="rotate(-34.462128958349034)translate(362)" class="chord-label">Herbert Bos</text></g><g class="group"><title>Jaap van Ginkel</title><path id="group16" d="M308.74351334000494,-185.141683503392A360,360 0 0,1 313.8779385114484,-176.29702129021751L292.9527426106852,-164.54388653753634A336,336 0 0,0 288.1606124506713,-172.79890460316585Z" style="fill: #ff7f0e;"></path><text dy=".35em" transform="rotate(-30.135643611114048)translate(362)" class="chord-label">Jaap van Ginkel</text></g><g class="group"><title>Jan Bergstra</title><path id="group17" 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transform="rotate(34.312375138818396)translate(362)" class="chord-label">Frank Nack</text></g><g class="group"><title>Annette ten Teije</title><path id="group35" d="M284.3595067144425,220.7706297067591A360,360 0 0,1 277.97370594720184,228.75886606201425L259.4421255507217,213.5082749912133A336,336 0 0,0 265.402206266813,206.0525877263085Z" style="fill: #d62728;"></path><text dy=".35em" transform="rotate(38.638860486053346)translate(362)" class="chord-label">Annette ten Teije</text></g><g class="group"><title>Bas Terwijn</title><path id="group36" d="M268.603441888282,239.69186679102884A360,360 0 0,1 263.4357817509443,245.3601208290965L245.87339630088135,229.00277944049006A336,336 0 0,0 250.69654576239654,223.71240900496025Z" style="fill: #d62728;"></path><text dy=".35em" transform="rotate(42.35494958327487)translate(362)" class="chord-label">Bas Terwijn</text></g><g class="group"><title>Anton Eliëns</title><path id="group37" d="M253.41327335595395,255.69848041593943A360,360 0 0,1 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class="chord-label">Roel de Vrijer</text></g><g class="group"><title>Laurens van der Meij</title><path id="group40" d="M198.12632805309497,300.5760438428143A360,360 0 0,1 191.6775131832439,304.7289466720997L178.89901230436098,284.4136835606264A336,336 0 0,0 184.91790618288863,280.53764091996Z" style="fill: #9467bd;"></path><text dy=".35em" transform="rotate(57.21930597216084)translate(362)" class="chord-label">Laurens van der Meij</text></g><g class="group"><title>Inge Bethke</title><path id="group41" d="M179.33828393239668,312.1502521481972A360,360 0 0,1 170.39919398923192,317.1184552936333L159.03924772328313,295.97722494072445A336,336 0 0,0 167.38239833690355,291.34023533831737Z" style="fill: #9467bd;"></path><text dy=".35em" transform="rotate(60.93539506938231)translate(362)" class="chord-label">Inge Bethke</text></g><g class="group"><title>Maarten Marx</title><path id="group42" d="M157.5815369234989,323.6789446671315A360,360 0 0,1 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  <footer>
    <aside>May 30, 2014</aside>
    <a rel="author">Rinke Hoekstra</a>
  </footer>
  
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        // Remove the labels that don't fit. :(
        // groupText.filter(function(d, i) { return groupPath[0][i].getTotalLength() / 2 - 16 < this.getComputedTextLength(); })
        //    .remove();
    
        // Add the chords.
        var chord = svg.selectAll(".chord")
            .data(layout.chords)
          .enter().append("path")
            .attr("class", "chord")
            .style("fill", function(d) { return people[d.source.index].color; })
            .attr("d", path);
    
        // Add an elaborate mouseover title for each chord.
        //chord.append("title").text(function(d) {
        //  return people[d.source.index].name
        //      + " → " + people[d.target.index].name
        //      + ": " + people['degree']
        //      + "\n" + people[d.target.index].name
        //      + " → " + people[d.source.index].name
        //      + ": " + formatPercent(d.target.value);
        //});
    
        function mouseover(d, i) {
          chord.classed("fade", function(p) {
            return p.source.index != i
                && p.target.index != i;
          });
        }
      });
    }); 
  }
  
  function draw_graph(graph_file, target) {
    var width = 920,
        height = 920;
    
    
    var force = d3.layout.force()
        .charge(-400)
        .linkDistance(60)
        .size([width, height]);
    
    var svg = d3.select(target).append("svg")
        .attr("width", width)
        .attr("height", height);
    
    d3.json(graph_file, function(graph) {
  
      force
          .nodes(graph.nodes)
          .links(graph.links)
          .start();
    
      var link = svg.selectAll(".link")
          .data(graph.links)
        .enter().append("line")
          .attr("class", "link")
          .style("stroke-width", function(d) { return d.weight; });
    
      var node = svg.selectAll(".node")
          .data(graph.nodes)
        .enter().append("circle")
          .attr("class", "node")
          .attr("r", function(d) { return d.degree + 5;})
          .style("fill", function(d) { return d.color })
          .call(force.drag);
    
      node.append("title")
          .text(function(d) { return d.label; });
    
      var texts = svg.selectAll("text.label")
                  .data(graph.nodes)
                  .enter().append("text")
                  .attr("class", "label")
                  .attr("fill", "black")
                  .style("text-anchor", "middle")
                  .attr("dy", ".3em")
                  .attr("class", function(d) { return d.type;})
                  .text(function(d) {  return d.label; });
                  
      force.on("tick", function() {
        link.attr("x1", function(d) { return d.source.x; })
            .attr("y1", function(d) { return d.source.y; })
            .attr("x2", function(d) { return d.target.x; })
            .attr("y2", function(d) { return d.target.y; });
    
        node.attr("cx", function(d) { return d.x; })
            .attr("cy", function(d) { return d.y; });
            
        texts.attr("transform", function(d) {
          return "translate(" + d.x + "," + d.y + ")";
        });
      });
      
  
    }); 
  
  }
  
  </script>
  </body></html>
[] readme course(s) preface I 1 2 II 3 4 III 5 6 7 IV 8 9 10 V 11 12 afterthought(s) appendix reference(s) example(s) resource(s) _

(C) Æliens 04/09/2009

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