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7 <title>The Music Ontology</title>
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11 <meta name="author" content="Yves Raimond" />
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38 <div id="controls"><!-- DO NOT EDIT --></div>
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39 <div id="currentSlide"><!-- DO NOT EDIT --></div>
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40 <div id="header"></div>
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41 <div id="footer">
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42 <h1>Yves Raimond, Music Ontology Specification Group</h1>
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43 <h2>yves@dbtune.org • 26/09/2007</h2>
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44 </div>
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45
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46 <div class="presentation">
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47
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48
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49
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50 <div class="slide">
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51 <h1>The Music Ontology</h1>
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52 <h3>Yves Raimond, Samer Abdallah, Mark Sandler, Frederick Giasson</h3>
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53 <h4><a href="http://www.elec.qmul.ac.uk/digitalmusic/">Centre for Digital Music, Queen Mary, University of London</a></h4>
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54 </div>
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55
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56 <div class="slide">
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57 <h1> Overview</h1>
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58 <ul>
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59 <li>Introduction</li>
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60 <!--<ul>
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61 <li>Music-related datasets on the web</li>
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62 <li>Current issues</li>
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63 </ul>-->
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64 <li>Towards a web of data</li>
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65 <!--<ul>
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66 <li>Dereferencable identifiers + RDF = Linked data</li>
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67 <li>Vocabularies</li>
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68 <li>Emerging applications</li>
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69 </ul>-->
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70 <li>The Music Ontology</li>
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71 <!--<ul>
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72 <li>The Timeline Ontology</li>
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73 <li>The Event Ontology</li>
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74 <li>FRBR and FOAF</li>
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75 <li>Music production concepts</li>
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76 <li>The Music production workflow</li>
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77 <li>Current and planned extensions</li>
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78 </ul>-->
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79 <li>A music-related web of data</li>
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80 <!--<ul>
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81 <li>Linking Open Data on the Semantic Web</li>
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82 <li>Current map</li>
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83 </ul>-->
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84 <li>Conclusion and Future Work</li>
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85 </ul>
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86 </div>
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87
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88 <div class="slide">
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89 <h1> Introduction</h1>
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90 <h2>Music-related datasets on the web</h2>
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91 <br/><br/>
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92 <center><img src="current_state.png" height="60%" width="60%"/></center>
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93 </div>
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94
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95
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96 <!--<div class="slide">
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97 <h1> Introduction</h1>
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98 <h2>Music-related datasets on the web</h2>
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99 <font size="5">
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100 <ul>
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101 <li>Lots of structured information under-the-hood (MusicMoz, Jamendo, Magnatune, Musicbrainz, Wikipedia, etc.)</li>
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102 <li>This data is just used to create human-readable <strong>documents</strong>
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103 <li>Interlinking, when it exists, is just done at this level (<strong><a href=...></strong>), you need to understand the <i>context</i> of the
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104 link to figure out what it <i>means</i></li>
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105 </ul>
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106 </font>
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107 <br/>
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108 <font size="5">
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109 <strong>How can we relate a particular artist described in one dataset (Musicbrainz...) to a track available in another one (Jamendo...)?</strong>
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110 <br/><br/>
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111 <strong>How can we write this link (<strong>artist made track</strong>) in a machine-processable way (for access purpose)?</strong>
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112 </font>
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113 </div>-->
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114
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115 <div class="slide">
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116 <!--<h1> Towards a Web of Data</h1>-->
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117 <h1>Linked data</h1>
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118 <h4><li>Resources on the Web can be far more than web pages!</li></h4>
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119 <ul>
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120 <li><strong><a href="http://moustaki.org/foaf.rdf#moustaki">http://moustaki.org/foaf.rdf#moustaki</a></strong> is identifying <i>me</i></li>
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121 <li><strong><a href="http://dbtune.org/jamendo/band/lonah">http://dbtune.org/jamendo/artist/5</a></strong> is identifying the French band <i>Both</i></li>
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122 <li><strong><a href="http://zitgist.com/music/artist/a15e2d0a-efcb-4f4f-ad54-22a4879bbcf9">http://zitgist.com/music/track/a15e2d0a-efcb-4f4f-ad54-22a4879bbcf9</a></strong> is identifying <i>Iron Man</i>, by <i>Black Sabbath</i></li>
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123 </ul>
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124 </div>
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125
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126 <div class="slide">
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127 <!--<h1>Dereferencable identifiers + RDF = Linked data</h1>-->
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128 <h1>Linked data</h1>
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129 <ul>
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130 <li>Resources have associated <i>representations</i>, accessed through a <i>dereferencing</i> process, which can be:</li>
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131 <ul>
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132 <li>Human-friendly (HTML, Flash, plain text, audio, video, etc.)</li>
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133 <li>Machine-friendly (RDF, Microformats, RSS, etc.)</li>
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134 </ul>
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135 <li>Representations may hold <i>links</i>, allowing an agent (a program or a person) to discover more things</li>
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136 <!--<ul>
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137 <li>The <a href="<strong>http://musicbrainz.org/</strong>"><a href="http://musicbrainz.org/">Musicbrainz</a></a> community database</li>
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138 <li><strong><http://dbtune.org/jamendo/artist/5></strong> <strong><http://xmlns.com/foaf/0.1/based_near></strong> <strong><http://sws.geonames.org/2991627/></strong>.</li>
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139 </ul>-->
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140 </ul>
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141 </div>
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142
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143 <div class="slide">
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144 <h1>Linked data</h1>
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145 <center><img src="contentneg.png" height="70%" width="70%"/></center>
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146 </div>
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147
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148 <div class="slide">
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149 <h1>Linked data</h1>
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150 <!--<h2>Dereferencable identifiers + RDF = Linked data</h2>-->
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151 <center><img src="both.png" height="90%" width="90%"/></center>
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152 </div>
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153
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154
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155 <div class="slide">
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156 <h1>Vocabularies / Ontologies</h1>
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157 <h2>Such data is also linked to a particular model of its domain: an <i>ontology</i></h2>
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158 <font size="5">
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159 <ul>
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160 <li> <strong><http://dbtune.org/jamendo/artist/5></strong> <strong>rdf:type</strong> <strong>foaf:Person</strong> specifies that this resource
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161 is a person, as defined in the FOAF ontology</li>
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162 <li>A <strong>performance</strong> involves some <strong>performer</strong>, a <strong>place</strong>, a <strong>time</strong></li>
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163 <li>Ontologies are linked together: <strong>mo:Performance</strong> <strong>rdfs:subClassOf</strong> <strong>event:Event</strong>...</li>
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164 <li>... And therefore part of the data web</li>
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165 </ul>
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166 </font>
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167 </div>
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168
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169
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170 <div class="slide">
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171 <h1> The Data Web</h1>
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172 <strong>Turning the Web into a huge democratic, decentralized, database that can be directly consumed by applications</strong><br/>
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173 <center><img src="mfmslinked.png" height="70%" width="70%"/></center>
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174 </div>
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175
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176 <div class="slide">
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177 <h1> The Music Ontology</h1>
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178 <center><img src="Mo-logo-big.jpg"/></center>
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179 <h2>A framework for dealing with music-related information on the Semantic Web</h2>
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180 <font size="5">
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181 <ul>
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182 <li>Complex editorial information (worflow-based)</li>
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183 <li>Temporal annotations</li>
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184 <li>Cultural information (folksonomies, social networks, etc.)</li>
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185 <li>Modular, adaptable, and designed to fit the needs of the community</li>
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186 <li>Mesh nicely with Creative Commons RDF license information</li>
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187 </ul>
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188 </font>
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189 </div>
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190
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191 <div class="slide">
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192 <h1> The Timeline Ontology</h1>
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193 <h2>Expressing temporal information, eg.</h2>
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194 <font size="5">
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195 <ul>
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196 <li>This performance happened the 9th of March, 1984</li>
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197 <li>This beat is occurring around sample 32480</li>
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198 <li>The second verse is just before the second chorus</li>
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199 </ul>
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200 </font><br/>
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201 <h2>This ontology defines: </h2>
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202 <font size="5">
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203 <ul>
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204 <li><strong>Interval</strong> (origin: OWL-Time)</li>
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205 <li><strong>Instant</strong> (origin: OWL-Time)</li>
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206 <li><strong>TimeLine</strong> — A backbone for addressing temporal information</li>
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207 <li><strong>TimeLineMap</strong> — Relationship between two timelines</li>
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208 </ul>
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209 </font>
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210 </div>
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211
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212 <div class="slide">
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213 <h1> The Timeline Ontology</h1>
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214 <center><img src="timeline.png" width="70%" height="70%"/></center>
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215 </div>
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216
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217 <div class="slide">
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218 <h1> The Event Ontology</h1>
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219 <!--<font size="5">Performance, recordings, structural segments, beats, etc.</font>-->
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220 <br/><strong>Event</strong> — An arbitrary classification of a space/time region<br/>
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221 <ul>
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222 <li>This performance involved Glenn Gould playing the piano</li>
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223 <li>This signal was recorded using a XXX microphone located at that particular place</li>
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224 <li>This beat is occurring around sample 32480</li>
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225 </ul>
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226 </div>
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227
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228 <div class="slide">
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229 <h1> The Event Ontology</h1>
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230 <center><img src="event.png" width="50%" height="50%"/></center>
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231 </div>
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232
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233 <div class="slide">
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234 <h1> FRBR and FOAF</h1>
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235 <h2> Functional Requirements for Bibliographic Records:</h2>
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236 <font size="5">
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237 <ul>
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238 <li><strong>Work</strong> — eg. <i>Franz Schubert's Trout Quintet</i></li>
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239 <li><strong>Manifestation</strong> — eg. <i>the "Nevermind" album</i></li>
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240 <li><strong>Item</strong> — eg. <i>my "Nevermind" copy</i></li>
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241 <!--<li>(We leave Expression behind for now...)</li>-->
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242 </ul>
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243 </font><br/>
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244 <h2> Friend of a Friend:</h2>
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245 <font size="5">
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246 <ul>
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247 <li><strong>Person</strong></li>
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248 <li><strong>Group</strong></li>
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249 <li><strong>Organization</strong></li>
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250 <li>Social networking information (ask Oscar :-) )</li>
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251 </ul>
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252 </font>
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253
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254 </div>
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255
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256 <div class="slide">
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257 <h1> Music Production concepts</h1>
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258 <ul>
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259 <li> On top of FRBR:</li>
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260 <font size="5">
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261 <strong>MusicalWork, MusicalManifestation (Record, Track, Playlist, etc.), MusicalItem (Stream, AudioFile, Vynil, etc.)</strong>
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262 </font>
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263 <li> On top of FOAF:</li>
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264 <font size="5">
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265 <strong>MusicArtist, MusicGroup, Arranger, Engineer, Performer, Composer, etc.</strong> — all these are <i>defined classes</i>:
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266 every person involved in a performance is a a performer...
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267 </font>
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268 <li> On top of the Event Ontology:</li>
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269 <font size="5">
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270 <strong>Composition, Arrangement, Performance, Recording</strong>
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271 </font>
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272 <li> Others : <!--(several FRBR <i>expressions</i> among them):--></li>
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273 <font size="5">
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274 <strong>Signal, Score, Genre, Instrument, ReleaseStatus, Lyrics, Libretto, etc.</strong>
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275 </font>
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276 </ul>
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277 </div>
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278
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279 <div class="slide">
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280 <h1> The Music production workflow</h1>
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281 <!--<br/><br/>-->
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282 <center>
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283 <img src="mo-workflow.jpg" width="99%"/>
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284 </center>
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285 </div>
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286
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287 <!--<div class="slide">
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288 <h1> The Music Ontology layers</h1>
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289 <h2>Different communities have different needs</h2><br/>
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290 <ul>
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291 <li><strong>1st level:</strong> purely editorial<br/><font size="5"><i>This track is on that particular album and that
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292 compilation and was created by that artist</i></font></li>
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293 <li><strong>2nd level:</strong> introducing events<br/><font size="5"><i>This is a recording of this particular musician playing that
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294 jazz-rock arrangement of that particular piece</i></font></li>
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295 <li><strong>3rd level:</strong> introducing event decomposition<br/><font size="5"><i>In this performance, this key was played at this particular
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296 time by this person, who was playing the piano</i></font></li>
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297 </ul>
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298 </div>-->
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299
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300 <div class="slide">
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301 <h1> Current and planned extensions</h1>
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302 <h2>Available extensions:</h2>
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303 <font size="3">
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304 <ul>
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305 <li>Audio feature ontology (<strong>Onset, Beat, Structural segment</strong>, etc.)
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306 <a href="http://purl.org/ontology/af/">http://purl.org/ontology/af/</a></li>
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307 <li>Instrument taxonomy <a href="http://purl.org/ontology/mo/mit/">http://purl.org/ontology/mo/mit/</a></li>
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308 <li>Genre taxonomy <a href="http://dbpedia.org/">http://dbpedia.org/</a></li>
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309 <li>Chord ontology <a href="http://purl.org/ontology/chord/">http://purl.org/ontology/chord/</a></li>
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310 </ul>
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311 </font><br/>
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312 <h2>Possible extensions:</h2>
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313 <font size="3">
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314 <ul>
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315 <li>Recording devices under <strong>Recording</strong></li>
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316 <li><strong>Mixing</strong> events dealing with <strong>Signal</strong> objects</li>
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317 <li>Symbolic notation under <strong>Score</strong> and <strong>AbstractTimeLine</strong></li>
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318 <li>Taxonomy of music processing predicates</li>
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319 </ul>
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320 </font>
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321 </div>
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322
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323 <div class="slide">
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324 <h1> Linking Open Data</h1>
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325 <font size="5">
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326 <ul>
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327 <li>A <a href="http://www.w3.org/2001/sw/sweo/">W3C Semantic Web Education and Outreach</a> community project.</li>
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328 <li>Lots of <i>open data</i> available: Wikipedia, Geonames, Eurostat, Musicbrainz, Magnatune, etc.</li>
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329 <li><strong>Let's interlink them using Semantic Web technologies — <i>data mashups</i></strong></li>
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330 <li>A subset of this project is the <a href="http://blog.dbtune.org">dbtune</a> project, aiming at interlinking lots of music-related datasets using <a href="http://musicbrainz.org/">Musicbrainz</a> as a <i>data hub</i></li>
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331 </ul>
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332 </font>
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333 </div>
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334
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335
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336 <div class="slide">
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337 <h1> Current Map</h1>
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338 <center>
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339 <img src="lod-datasets_2007-09-04.png" width="60%" height="60%"/>
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340 </center>
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341 </div>
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342
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343 <div class="slide">
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344 <h1> Conclusion and Future work</h1>
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345 <h2>Conclusion</h2>
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346 <font size="5">
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347 <ul>
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348 <li>RDF and HTTP provides a way to create a <i>Web of data</i></li>
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349 <li>Vocabulary (Music Ontology) and <i>data hub</i> (<i>Linking Open Data</i>) for further interlinking of music-related datasets</li>
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350 <!--<li>The <a href="http://blog.dbtune.org/post/2007/08/30/GNAT-01-released">GNAT</a> software allows you to link a music collection to this Web (shameless plug)</li>-->
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351 <li>The <a href="http://motools.svn.sourceforge.net/viewvc/motools/mopy/">MOPY</a> Python library (Chris Sutton) allows you to manipulate Music Ontology documents without having to write one line of RDF!</li>
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352 <li>The <a href="http://motools.svn.sourceforge.net/viewvc/motools/gnat/">GNAT</a> software allows you to find dereferencable identifiers
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353 for items in your audio collection</li>
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354 </ul>
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355 </font>
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356 </div>
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357
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358 <div class="slide">
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359 <h1> Conclusion and Future work</h1>
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360 <h2>Further Work</h2>
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361 <font size="5">
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362 <ul>
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363 <li>Well, more interlinking!</li>
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364 <!--<li>Extending the GNAT software to use a wide range of geographical, editorial, cultural, encyclopedical information to manage music collections<br/>-->
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365 <li>Semantic-Web-enabled music collection handler:<br/>
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366 <i>Give me all musical works composed in a city with more than 500 000 inhabitants</i><br/>
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367 <i>Is there someone nearby really liking this band and the same beer as me, so that we can have a drink tomorrow?</i><br/>
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368 <i>Place my collection on a timeline and make me listen something composed in the UK in 1560, followed by a rock song recorded in the 60s</i><br/>
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369 <i>Are there any other performances of this work? Give me one with a small part at 120 bpm</i></li>
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370 <li>Publishing features using Semantic Web technologies! (+interpretation rules)</li>
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371 <!--<li>Tracking accuracy of information through its provenance (reasoner? Musicbrainz? etc.)</li>-->
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372 </ul>
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373 </font>
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374 </div>
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375
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376 <div class="slide">
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377 <h1> Epilogue</h1>
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378 <h2>And well, what would be a Semantic Web talk without a google map?</h2>
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379 <center>
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380 <img src="screenshot5.png" width="70%" height="70%"/>
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381 </center>
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382 </div>
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383
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384 <div class="slide">
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385 <h1>Questions ?</h1>
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386 </div>
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387
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388 </div>
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389 </body>
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390
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391 </html>
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392
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