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    <title>Slideshows for Tag: last-fm</title>
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    <pubDate>Sat, 23 May 2009 21:31:30 GMT</pubDate>
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      <title>94 Aplicaciones Educativas 2.0</title>
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Estas aplicaciones tienen la ventaja de ser:
- Herramientas gratuitas.
- Con mejoras continuas.
- Permiten la socialización.
Se integran entre sí.
Posibilitan el desarrollo de competencias digitales de alto nivel para la generación del conocimiento.
En la presentación, se van mostrando las aplicaciones de la Web 2.0 más útiles para la Educación, desde las que fomentan competencias digitales más sencillas como la navegación, a las más avanzadas de gestión del conocimiento.]]>
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Estas aplicaciones tienen la ventaja de ser:
- Herramientas gratuitas.
- Con mejoras continuas.
- Permiten la socialización.
Se integran entre sí.
Posibilitan el desarrollo de competencias digitales de alto nivel para la generación del conocimiento.
En la presentación, se van mostrando las aplicaciones de la Web 2.0 más útiles para la Educación, desde las que fomentan competencias digitales más sencillas como la navegación, a las más avanzadas de gestión del conocimiento.]]>
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Estas aplicaciones tienen la ventaja de ser:
- Herramientas gratuitas.
- Con mejoras continuas.
- Permiten la socializaci&#243;n.
Se integran entre s&#237;.
Posibilitan el desarrollo de competencias digitales de alto nivel para la generaci&#243;n del conocimiento.
En la presentaci&#243;n, se van mostrando las aplicaciones de la Web 2.0 m&#225;s &#250;tiles para la Educaci&#243;n, desde las que fomentan competencias digitales m&#225;s sencillas como la navegaci&#243;n, a las m&#225;s avanzadas de gesti&#243;n del conocimiento.</media:description>
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Estas aplicaciones tienen la ventaja de ser:
- Herramientas gratuitas.
- Con mejoras continuas.
- Permiten la socializaci&#243;n.
Se integran entre s&#237;.
Posibilitan el desarrollo de competencias digitales de alto nivel para la generaci&#243;n del conocimiento.
En la presentaci&#243;n, se van mostrando las aplicaciones de la Web 2.0 m&#225;s &#250;tiles para la Educaci&#243;n, desde las que fomentan competencias digitales m&#225;s sencillas como la navegaci&#243;n, a las m&#225;s avanzadas de gesti&#243;n del conocimiento.</media:text>
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      <title>Turbo Cash Generator Review</title>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/turbocashgeneratorreview-090518181147-phpapp02-thumbnail-2?1242695030" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Twitter Turbo Cash Generator is a Turnkey Money Making System that runs almost on complete Auto-Pilot and practically dumps Money into your Bank Account.]]>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/turbocashgeneratorreview-090518181147-phpapp02-thumbnail-2?1242695030" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Twitter Turbo Cash Generator is a Turnkey Money Making System that runs almost on complete Auto-Pilot and practically dumps Money into your Bank Account.]]>
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      <pubDate>Mon, 18 May 2009 23:11:39 GMT</pubDate>
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        <media:description type="plain">Twitter Turbo Cash Generator is a Turnkey Money Making System that runs almost on complete Auto-Pilot and practically dumps Money into your Bank Account.</media:description>
        <media:text type="html">&lt;img src=&quot;http://cdn.slidesharecdn.com/turbocashgeneratorreview-090518181147-phpapp02-thumbnail-2?1242695030&quot; alt =&quot;&quot; style=&quot;border:1px solid #C3E6D8;float:right;&quot; /&gt;&lt;br&gt; Twitter Turbo Cash Generator is a Turnkey Money Making System that runs almost on complete Auto-Pilot and practically dumps Money into your Bank Account.</media:text>
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        <![CDATA[<div style="width:425px;text-align:left" id="__ss_1455291"><a style="font:14px Helvetica,Arial,Sans-serif;display:block;margin:12px 0 3px 0;text-decoration:underline;" href="http://www.slideshare.net/Turbo_Cash_Generator/turbo-cash-generator-review" title="Turbo Cash Generator Review">Turbo Cash Generator Review</a><object style="margin:0px" width="425" height="355"><param name="movie" value="http://static.slidesharecdn.com/swf/ssplayer2.swf?doc=turbocashgeneratorreview-090518181147-phpapp02&stripped_title=turbo-cash-generator-review" /><param name="allowFullScreen" value="true"/><param name="allowScriptAccess" value="always"/><embed src="http://static.slidesharecdn.com/swf/ssplayer2.swf?doc=turbocashgeneratorreview-090518181147-phpapp02&stripped_title=turbo-cash-generator-review" type="application/x-shockwave-flash" allowscriptaccess="always" allowfullscreen="true" width="425" height="355"></embed></object><div style="font-size:11px;font-family:tahoma,arial;height:26px;padding-top:2px;">View more <a style="text-decoration:underline;" href="http://www.slideshare.net/">presentations</a> from <a style="text-decoration:underline;" href="http://www.slideshare.net/Turbo_Cash_Generator">Twitter Turbo  Cash Generator</a>.</div></div>]]>
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      <title>Help! My iPod thinks I&amp;rsquo;m emo.</title>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/sxsw-ipod-emo-v6-090323144842-phpapp01-thumbnail-2?1237867761" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Music recommendation is broken - automatic music recommenders make mistakes that no human would ever make. In this talk, we will explore why recommenders make such dumb mistakes and we will explore some of the new ideas coming from recommendation and music researchers to help make music recommendations better.

Slides from the SXSW 2009 Panel. Speakers: Paul Lamere from The Echo Nest, and Anthony Volodkin from The Hype Machine.]]>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/sxsw-ipod-emo-v6-090323144842-phpapp01-thumbnail-2?1237867761" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Music recommendation is broken - automatic music recommenders make mistakes that no human would ever make. In this talk, we will explore why recommenders make such dumb mistakes and we will explore some of the new ideas coming from recommendation and music researchers to help make music recommendations better.

Slides from the SXSW 2009 Panel. Speakers: Paul Lamere from The Echo Nest, and Anthony Volodkin from The Hype Machine.]]>
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      <pubDate>Mon, 23 Mar 2009 19:48:37 GMT</pubDate>
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        <media:title>Help! My iPod thinks I&amp;rsquo;m emo.</media:title>
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        <media:description type="plain">Music recommendation is broken - automatic music recommenders make mistakes that no human would ever make. In this talk, we will explore why recommenders make such dumb mistakes and we will explore some of the new ideas coming from recommendation and music researchers to help make music recommendations better.

Slides from the SXSW 2009 Panel. Speakers: Paul Lamere from The Echo Nest, and Anthony Volodkin from The Hype Machine.</media:description>
        <media:text type="html">&lt;img src=&quot;http://cdn.slidesharecdn.com/sxsw-ipod-emo-v6-090323144842-phpapp01-thumbnail-2?1237867761&quot; alt =&quot;&quot; style=&quot;border:1px solid #C3E6D8;float:right;&quot; /&gt;&lt;br&gt; Music recommendation is broken - automatic music recommenders make mistakes that no human would ever make. In this talk, we will explore why recommenders make such dumb mistakes and we will explore some of the new ideas coming from recommendation and music researchers to help make music recommendations better.

Slides from the SXSW 2009 Panel. Speakers: Paul Lamere from The Echo Nest, and Anthony Volodkin from The Hype Machine.</media:text>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/radiogaga-090323123324-phpapp01-thumbnail-2?1237829655" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Internet radio]]>
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      <pubDate>Mon, 23 Mar 2009 17:32:49 GMT</pubDate>
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        <![CDATA[<div style="width:425px;text-align:left" id="__ss_1185369"><a style="font:14px Helvetica,Arial,Sans-serif;display:block;margin:12px 0 3px 0;text-decoration:underline;" href="http://www.slideshare.net/sam2305/radio-ga-ga-1185369" title="Radio Ga Ga">Radio Ga Ga</a><object style="margin:0px" width="425" height="355"><param name="movie" value="http://static.slidesharecdn.com/swf/ssplayer2.swf?doc=radiogaga-090323123324-phpapp01&stripped_title=radio-ga-ga-1185369" /><param name="allowFullScreen" value="true"/><param name="allowScriptAccess" value="always"/><embed src="http://static.slidesharecdn.com/swf/ssplayer2.swf?doc=radiogaga-090323123324-phpapp01&stripped_title=radio-ga-ga-1185369" type="application/x-shockwave-flash" allowscriptaccess="always" allowfullscreen="true" width="425" height="355"></embed></object><div style="font-size:11px;font-family:tahoma,arial;height:26px;padding-top:2px;">View more <a style="text-decoration:underline;" href="http://www.slideshare.net/">presentations</a> from <a style="text-decoration:underline;" href="http://www.slideshare.net/sam2305">Samantha Iyer</a>.</div></div>]]>
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      <title>Redes Sociales</title>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/presentacion-090323113408-phpapp02-thumbnail-2?1237826992" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Presentación sobre cómo los usuarios utilizan las redes sociales. Es una adaptación de una presentación interna en Nurun que hice hace ya más de un año.]]>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/presentacion-090323113408-phpapp02-thumbnail-2?1237826992" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Presentación sobre cómo los usuarios utilizan las redes sociales. Es una adaptación de una presentación interna en Nurun que hice hace ya más de un año.]]>
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      <title>Erik Frey on Collaborative Filters at SXSW</title>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/erikfrey-090318190147-phpapp02-thumbnail-2?1237420919" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Erik Frey of Last.fm presenting at &quot;Collaborative Filters: The Evolution of Recommendation Engines&quot; at SXSW Interactive, March 14 2009]]>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/erikfrey-090318190147-phpapp02-thumbnail-2?1237420919" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Erik Frey of Last.fm presenting at &quot;Collaborative Filters: The Evolution of Recommendation Engines&quot; at SXSW Interactive, March 14 2009]]>
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        <media:description type="plain">Erik Frey of Last.fm presenting at &amp;quot;Collaborative Filters: The Evolution of Recommendation Engines&amp;quot; at SXSW Interactive, March 14 2009</media:description>
        <media:text type="html">&lt;img src=&quot;http://cdn.slidesharecdn.com/erikfrey-090318190147-phpapp02-thumbnail-2?1237420919&quot; alt =&quot;&quot; style=&quot;border:1px solid #C3E6D8;float:right;&quot; /&gt;&lt;br&gt; Erik Frey of Last.fm presenting at &amp;quot;Collaborative Filters: The Evolution of Recommendation Engines&amp;quot; at SXSW Interactive, March 14 2009</media:text>
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        <![CDATA[<div style="width:425px;text-align:left" id="__ss_1165655"><a style="font:14px Helvetica,Arial,Sans-serif;display:block;margin:12px 0 3px 0;text-decoration:underline;" href="http://www.slideshare.net/AntonKast/erik-frey-on-collaborative-filters-at-sxsw" title="Erik Frey on Collaborative Filters at SXSW">Erik Frey on Collaborative Filters at SXSW</a><object style="margin:0px" width="425" height="355"><param name="movie" value="http://static.slidesharecdn.com/swf/ssplayer2.swf?doc=erikfrey-090318190147-phpapp02&stripped_title=erik-frey-on-collaborative-filters-at-sxsw" /><param name="allowFullScreen" value="true"/><param name="allowScriptAccess" value="always"/><embed src="http://static.slidesharecdn.com/swf/ssplayer2.swf?doc=erikfrey-090318190147-phpapp02&stripped_title=erik-frey-on-collaborative-filters-at-sxsw" type="application/x-shockwave-flash" allowscriptaccess="always" allowfullscreen="true" width="425" height="355"></embed></object><div style="font-size:11px;font-family:tahoma,arial;height:26px;padding-top:2px;">View more <a style="text-decoration:underline;" href="http://www.slideshare.net/">documents</a> from <a style="text-decoration:underline;" href="http://www.slideshare.net/AntonKast">Anton Kast</a>.</div></div>]]>
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      <title>How to build desktop apps that help your web app succeed</title>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/dublin-090309083143-phpapp01-thumbnail-2?1236666842" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> The Carsonified gang suggested a slightly different spin on a &quot;Lessons from Last.fm&quot; talk, focused around the desktop. Here are the slides that came out of it, along with an unveiling of the Last.fm Boffin tech demo.

Presented at FOWA Dublin, 6 March 2009]]>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/dublin-090309083143-phpapp01-thumbnail-2?1236666842" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> The Carsonified gang suggested a slightly different spin on a &quot;Lessons from Last.fm&quot; talk, focused around the desktop. Here are the slides that came out of it, along with an unveiling of the Last.fm Boffin tech demo.

Presented at FOWA Dublin, 6 March 2009]]>
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      <pubDate>Mon, 09 Mar 2009 13:31:42 GMT</pubDate>
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        <media:description type="plain">The Carsonified gang suggested a slightly different spin on a &amp;quot;Lessons from Last.fm&amp;quot; talk, focused around the desktop. Here are the slides that came out of it, along with an unveiling of the Last.fm Boffin tech demo.

Presented at FOWA Dublin, 6 March 2009</media:description>
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Presented at FOWA Dublin, 6 March 2009</media:text>
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      <title>Music Recommendation and Discovery in the Long Tail</title>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/CelmaPhDdefense-090225051652-phpapp01-thumbnail-2?1236434277" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Music consumption is biased towards a few popular artists. For instance, in 2007 only 1% of all digital tracks accounted for 80% of all sales. Similarly, 1,000 albums accounted for 50% of all album sales, and 80% of all albums sold were purchased less than 100 times. There is a need to assist people to filter, discover, personalise and recommend from the huge amount of music content available along the Long Tail.

Current music recommendation algorithms try to accurately predict what people demand to listen to. However, quite often these algorithms tend to recommend popular -or well-known to the user- music, decreasing the effectiveness of the recommendations. These approaches focus on improving the accuracy of the recommendations. That is, try to make accurate predictions about what a user could listen to, or buy next, independently of how useful to the user could be the provided recommendations.

In this Thesis we stress the importance of the user&rsquo;s perceived quality of the recommendations. We model the Long Tail curve of artist popularity to predict -potentially- interesting and unknown music, hidden in the tail of the popularity curve. Effective recommendation systems should promote novel and relevant material (non-obvious recommendations), taken primarily from the tail of a popularity distribution.

The main contributions of this Thesis are: (i) a novel network-based approach for recommender systems, based on the analysis of the item (or user) similarity graph, and the popularity of the items, (ii) a user-centric evaluation that measures the user&rsquo;s relevance and novelty of the recommendations, and (iii) two prototype systems that implement the ideas derived from the theoretical work. Our findings have significant implications for recommender systems that assist users to explore the Long Tail, digging for content they might like.]]>
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Current music recommendation algorithms try to accurately predict what people demand to listen to. However, quite often these algorithms tend to recommend popular -or well-known to the user- music, decreasing the effectiveness of the recommendations. These approaches focus on improving the accuracy of the recommendations. That is, try to make accurate predictions about what a user could listen to, or buy next, independently of how useful to the user could be the provided recommendations.

In this Thesis we stress the importance of the user&rsquo;s perceived quality of the recommendations. We model the Long Tail curve of artist popularity to predict -potentially- interesting and unknown music, hidden in the tail of the popularity curve. Effective recommendation systems should promote novel and relevant material (non-obvious recommendations), taken primarily from the tail of a popularity distribution.

The main contributions of this Thesis are: (i) a novel network-based approach for recommender systems, based on the analysis of the item (or user) similarity graph, and the popularity of the items, (ii) a user-centric evaluation that measures the user&rsquo;s relevance and novelty of the recommendations, and (iii) two prototype systems that implement the ideas derived from the theoretical work. Our findings have significant implications for recommender systems that assist users to explore the Long Tail, digging for content they might like.]]>
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      <pubDate>Wed, 25 Feb 2009 11:16:48 GMT</pubDate>
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Current music recommendation algorithms try to accurately predict what people demand to listen to. However, quite often these algorithms tend to recommend popular -or well-known to the user- music, decreasing the effectiveness of the recommendations. These approaches focus on improving the accuracy of the recommendations. That is, try to make accurate predictions about what a user could listen to, or buy next, independently of how useful to the user could be the provided recommendations.

In this Thesis we stress the importance of the user&amp;rsquo;s perceived quality of the recommendations. We model the Long Tail curve of artist popularity to predict -potentially- interesting and unknown music, hidden in the tail of the popularity curve. Effective recommendation systems should promote novel and relevant material (non-obvious recommendations), taken primarily from the tail of a popularity distribution.

The main contributions of this Thesis are: (i) a novel network-based approach for recommender systems, based on the analysis of the item (or user) similarity graph, and the popularity of the items, (ii) a user-centric evaluation that measures the user&amp;rsquo;s relevance and novelty of the recommendations, and (iii) two prototype systems that implement the ideas derived from the theoretical work. Our findings have significant implications for recommender systems that assist users to explore the Long Tail, digging for content they might like.</media:description>
        <media:text type="html">&lt;img src=&quot;http://cdn.slidesharecdn.com/CelmaPhDdefense-090225051652-phpapp01-thumbnail-2?1236434277&quot; alt =&quot;&quot; style=&quot;border:1px solid #C3E6D8;float:right;&quot; /&gt;&lt;br&gt; Music consumption is biased towards a few popular artists. For instance, in 2007 only 1% of all digital tracks accounted for 80% of all sales. Similarly, 1,000 albums accounted for 50% of all album sales, and 80% of all albums sold were purchased less than 100 times. There is a need to assist people to filter, discover, personalise and recommend from the huge amount of music content available along the Long Tail.

Current music recommendation algorithms try to accurately predict what people demand to listen to. However, quite often these algorithms tend to recommend popular -or well-known to the user- music, decreasing the effectiveness of the recommendations. These approaches focus on improving the accuracy of the recommendations. That is, try to make accurate predictions about what a user could listen to, or buy next, independently of how useful to the user could be the provided recommendations.

In this Thesis we stress the importance of the user&amp;rsquo;s perceived quality of the recommendations. We model the Long Tail curve of artist popularity to predict -potentially- interesting and unknown music, hidden in the tail of the popularity curve. Effective recommendation systems should promote novel and relevant material (non-obvious recommendations), taken primarily from the tail of a popularity distribution.

The main contributions of this Thesis are: (i) a novel network-based approach for recommender systems, based on the analysis of the item (or user) similarity graph, and the popularity of the items, (ii) a user-centric evaluation that measures the user&amp;rsquo;s relevance and novelty of the recommendations, and (iii) two prototype systems that implement the ideas derived from the theoretical work. Our findings have significant implications for recommender systems that assist users to explore the Long Tail, digging for content they might like.</media:text>
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      <title>Capturer des instants quelque part et les publier partout</title>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/draftnetworkbillet1-1234031125522641-2-thumbnail-2?1235219967" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> schéma représentant les flux de diffusion de contenus multimédias géolocalisés sur les réseaux sociaux internet et les connections entre les divers périphériques : Nabaztag, iPhone, micro-ordinateurs, appareil photo numérique]]>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/draftnetworkbillet1-1234031125522641-2-thumbnail-2?1235219967" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> schéma représentant les flux de diffusion de contenus multimédias géolocalisés sur les réseaux sociaux internet et les connections entre les divers périphériques : Nabaztag, iPhone, micro-ordinateurs, appareil photo numérique]]>
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      <pubDate>Sat, 07 Feb 2009 18:28:42 GMT</pubDate>
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        <media:description type="plain">sch&#233;ma repr&#233;sentant les flux de diffusion de contenus multim&#233;dias g&#233;olocalis&#233;s sur les r&#233;seaux sociaux internet et les connections entre les divers p&#233;riph&#233;riques : Nabaztag, iPhone, micro-ordinateurs, appareil photo num&#233;rique</media:description>
        <media:text type="html">&lt;img src=&quot;http://cdn.slidesharecdn.com/draftnetworkbillet1-1234031125522641-2-thumbnail-2?1235219967&quot; alt =&quot;&quot; style=&quot;border:1px solid #C3E6D8;float:right;&quot; /&gt;&lt;br&gt; sch&#233;ma repr&#233;sentant les flux de diffusion de contenus multim&#233;dias g&#233;olocalis&#233;s sur les r&#233;seaux sociaux internet et les connections entre les divers p&#233;riph&#233;riques : Nabaztag, iPhone, micro-ordinateurs, appareil photo num&#233;rique</media:text>
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      <title>Web 2.0 Synergy: Putting the pieces together</title>
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My presentation from Webdagene in Lillestrøm, Norway, friday 19. September 2008.]]>
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My presentation from Webdagene in Lillestrøm, Norway, friday 19. September 2008.]]>
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My presentation from Webdagene in Lillestr&#248;m, Norway, friday 19. September 2008.</media:description>
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      <title>The Quest for Musical Genres: Do the Experts and the Wisdom of Crowds Agree?</title>
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        <![CDATA[<div style="width:425px;text-align:left" id="__ss_605908"><a style="font:14px Helvetica,Arial,Sans-serif;display:block;margin:12px 0 3px 0;text-decoration:underline;" href="http://www.slideshare.net/ocelma/the-quest-for-musical-genres-do-the-experts-and-the-wisdom-of-crowds-agree-presentation" title="The Quest for Musical Genres: Do the Experts and the Wisdom of Crowds Agree?">The Quest for Musical Genres: Do the Experts and the Wisdom of Crowds Agree?</a><object style="margin:0px" width="425" height="355"><param name="movie" value="http://static.slidesharecdn.com/swf/ssplayer2.swf?doc=celmasordoismir2008v6-1221778402721613-9&stripped_title=the-quest-for-musical-genres-do-the-experts-and-the-wisdom-of-crowds-agree-presentation" /><param name="allowFullScreen" value="true"/><param name="allowScriptAccess" value="always"/><embed src="http://static.slidesharecdn.com/swf/ssplayer2.swf?doc=celmasordoismir2008v6-1221778402721613-9&stripped_title=the-quest-for-musical-genres-do-the-experts-and-the-wisdom-of-crowds-agree-presentation" type="application/x-shockwave-flash" allowscriptaccess="always" allowfullscreen="true" width="425" height="355"></embed></object><div style="font-size:11px;font-family:tahoma,arial;height:26px;padding-top:2px;">View more <a style="text-decoration:underline;" href="http://www.slideshare.net/">documents</a> from <a style="text-decoration:underline;" href="http://www.slideshare.net/ocelma">Oscar Celma</a>.</div></div>]]>
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        <slideshare:views>937</slideshare:views>
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      <title>Social Tags and Music Information Retrieval (Part I)</title>
      <link>http://www.slideshare.net/plamere/social-tags-and-music-information-retrieval-part-i-presentation</link>
      <description>
        <![CDATA[<img src="http://cdn.slidesharecdn.com/soctagstutfinalpart1-1221216925574935-8-thumbnail-2?1221209726" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Part 1 of the Social Tags and Music Information Retrieval Tutorial.  Abstract: Social Tags are free text labels that are applied to items such as artists, playlists and songs. These tags have the potential to have a positive impact on music information retrieval research. In this tutorial we describe the state of the art in commercial and research social tagging systems for music. We explore some of the motivations for tagging. We describe the factors that affect the quantity and quality of collected tags. We present a toolkit that MIR researchers can use to harvest and process tags. We look at how tags are collected and used in current commercial and research systems. We explore some of the issues and problems that are encountered when using tags. We present current MIR-related research centered on social tags and suggest possible areas of exploration for future resear]]>
      </description>
      <content:encoded>
        <![CDATA[<img src="http://cdn.slidesharecdn.com/soctagstutfinalpart1-1221216925574935-8-thumbnail-2?1221209726" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Part 1 of the Social Tags and Music Information Retrieval Tutorial.  Abstract: Social Tags are free text labels that are applied to items such as artists, playlists and songs. These tags have the potential to have a positive impact on music information retrieval research. In this tutorial we describe the state of the art in commercial and research social tagging systems for music. We explore some of the motivations for tagging. We describe the factors that affect the quantity and quality of collected tags. We present a toolkit that MIR researchers can use to harvest and process tags. We look at how tags are collected and used in current commercial and research systems. We explore some of the issues and problems that are encountered when using tags. We present current MIR-related research centered on social tags and suggest possible areas of exploration for future resear]]>
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      <pubDate>Fri, 12 Sep 2008 08:55:25 GMT</pubDate>
      <guid>http://www.slideshare.net/plamere/social-tags-and-music-information-retrieval-part-i-presentation</guid>
      <author>plamere@slideshare.net(plamere)</author>
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        <media:title>Social Tags and Music Information Retrieval (Part I)</media:title>
        <media:credit>plamere</media:credit>
        <media:description type="plain">Part 1 of the Social Tags and Music Information Retrieval Tutorial.  Abstract: Social Tags are free text labels that are applied to items such as artists, playlists and songs. These tags have the potential to have a positive impact on music information retrieval research. In this tutorial we describe the state of the art in commercial and research social tagging systems for music. We explore some of the motivations for tagging. We describe the factors that affect the quantity and quality of collected tags. We present a toolkit that MIR researchers can use to harvest and process tags. We look at how tags are collected and used in current commercial and research systems. We explore some of the issues and problems that are encountered when using tags. We present current MIR-related research centered on social tags and suggest possible areas of exploration for future resear</media:description>
        <media:text type="html">&lt;img src=&quot;http://cdn.slidesharecdn.com/soctagstutfinalpart1-1221216925574935-8-thumbnail-2?1221209726&quot; alt =&quot;&quot; style=&quot;border:1px solid #C3E6D8;float:right;&quot; /&gt;&lt;br&gt; Part 1 of the Social Tags and Music Information Retrieval Tutorial.  Abstract: Social Tags are free text labels that are applied to items such as artists, playlists and songs. These tags have the potential to have a positive impact on music information retrieval research. In this tutorial we describe the state of the art in commercial and research social tagging systems for music. We explore some of the motivations for tagging. We describe the factors that affect the quantity and quality of collected tags. We present a toolkit that MIR researchers can use to harvest and process tags. We look at how tags are collected and used in current commercial and research systems. We explore some of the issues and problems that are encountered when using tags. We present current MIR-related research centered on social tags and suggest possible areas of exploration for future resear</media:text>
        <media:keywords></media:keywords>
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        <![CDATA[<div style="width:425px;text-align:left" id="__ss_594991"><a style="font:14px Helvetica,Arial,Sans-serif;display:block;margin:12px 0 3px 0;text-decoration:underline;" href="http://www.slideshare.net/plamere/social-tags-and-music-information-retrieval-part-i-presentation" title="Social Tags and Music Information Retrieval (Part I)">Social Tags and Music Information Retrieval (Part I)</a><object style="margin:0px" width="425" height="355"><param name="movie" value="http://static.slidesharecdn.com/swf/ssplayer2.swf?doc=soctagstutfinalpart1-1221216925574935-8&stripped_title=social-tags-and-music-information-retrieval-part-i-presentation" /><param name="allowFullScreen" value="true"/><param name="allowScriptAccess" value="always"/><embed src="http://static.slidesharecdn.com/swf/ssplayer2.swf?doc=soctagstutfinalpart1-1221216925574935-8&stripped_title=social-tags-and-music-information-retrieval-part-i-presentation" type="application/x-shockwave-flash" allowscriptaccess="always" allowfullscreen="true" width="425" height="355"></embed></object><div style="font-size:11px;font-family:tahoma,arial;height:26px;padding-top:2px;">View more <a style="text-decoration:underline;" href="http://www.slideshare.net/">presentations</a> from <a style="text-decoration:underline;" href="http://www.slideshare.net/plamere">Paul Lamere</a>.</div></div>]]>
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      <title>Social Tags and Music Information Retrieval (Part II)</title>
      <link>http://www.slideshare.net/plamere/social-tags-and-music-information-retrieval-part-ii-presentation</link>
      <description>
        <![CDATA[<img src="http://cdn.slidesharecdn.com/soctagstutfinalpart2-1221216647301013-8-thumbnail-2?1221209539" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Part 2 of the slides for the Social Tags and Music Information Retrieval Tutorial - Abstract: Social Tags are free text labels that are applied to items such as artists, playlists and songs. These tags have the potential to have a positive impact on music information retrieval research. In this tutorial we describe the state of the art in commercial and research social tagging systems for music. We explore some of the motivations for tagging. We describe the factors that affect the quantity and quality of collected tags. We present a toolkit that MIR researchers can use to harvest and process tags. We look at how tags are collected and used in current commercial and research systems. We explore some of the issues and problems that are encountered when using tags. We present current MIR-related research centered on social tags and suggest possible areas of exploration for future resear]]>
      </description>
      <content:encoded>
        <![CDATA[<img src="http://cdn.slidesharecdn.com/soctagstutfinalpart2-1221216647301013-8-thumbnail-2?1221209539" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Part 2 of the slides for the Social Tags and Music Information Retrieval Tutorial - Abstract: Social Tags are free text labels that are applied to items such as artists, playlists and songs. These tags have the potential to have a positive impact on music information retrieval research. In this tutorial we describe the state of the art in commercial and research social tagging systems for music. We explore some of the motivations for tagging. We describe the factors that affect the quantity and quality of collected tags. We present a toolkit that MIR researchers can use to harvest and process tags. We look at how tags are collected and used in current commercial and research systems. We explore some of the issues and problems that are encountered when using tags. We present current MIR-related research centered on social tags and suggest possible areas of exploration for future resear]]>
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      <pubDate>Fri, 12 Sep 2008 08:52:17 GMT</pubDate>
      <guid>http://www.slideshare.net/plamere/social-tags-and-music-information-retrieval-part-ii-presentation</guid>
      <author>plamere@slideshare.net(plamere)</author>
      <media:content>
        <media:player url="http://www.slideshare.net/plamere/social-tags-and-music-information-retrieval-part-ii-presentation"/>
        <media:title>Social Tags and Music Information Retrieval (Part II)</media:title>
        <media:credit>plamere</media:credit>
        <media:description type="plain">Part 2 of the slides for the Social Tags and Music Information Retrieval Tutorial - Abstract: Social Tags are free text labels that are applied to items such as artists, playlists and songs. These tags have the potential to have a positive impact on music information retrieval research. In this tutorial we describe the state of the art in commercial and research social tagging systems for music. We explore some of the motivations for tagging. We describe the factors that affect the quantity and quality of collected tags. We present a toolkit that MIR researchers can use to harvest and process tags. We look at how tags are collected and used in current commercial and research systems. We explore some of the issues and problems that are encountered when using tags. We present current MIR-related research centered on social tags and suggest possible areas of exploration for future resear</media:description>
        <media:text type="html">&lt;img src=&quot;http://cdn.slidesharecdn.com/soctagstutfinalpart2-1221216647301013-8-thumbnail-2?1221209539&quot; alt =&quot;&quot; style=&quot;border:1px solid #C3E6D8;float:right;&quot; /&gt;&lt;br&gt; Part 2 of the slides for the Social Tags and Music Information Retrieval Tutorial - Abstract: Social Tags are free text labels that are applied to items such as artists, playlists and songs. These tags have the potential to have a positive impact on music information retrieval research. In this tutorial we describe the state of the art in commercial and research social tagging systems for music. We explore some of the motivations for tagging. We describe the factors that affect the quantity and quality of collected tags. We present a toolkit that MIR researchers can use to harvest and process tags. We look at how tags are collected and used in current commercial and research systems. We explore some of the issues and problems that are encountered when using tags. We present current MIR-related research centered on social tags and suggest possible areas of exploration for future resear</media:text>
        <media:keywords></media:keywords>
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        <![CDATA[<div style="width:425px;text-align:left" id="__ss_594987"><a style="font:14px Helvetica,Arial,Sans-serif;display:block;margin:12px 0 3px 0;text-decoration:underline;" href="http://www.slideshare.net/plamere/social-tags-and-music-information-retrieval-part-ii-presentation" title="Social Tags and Music Information Retrieval (Part II)">Social Tags and Music Information Retrieval (Part II)</a><object style="margin:0px" width="425" height="355"><param name="movie" value="http://static.slidesharecdn.com/swf/ssplayer2.swf?doc=soctagstutfinalpart2-1221216647301013-8&stripped_title=social-tags-and-music-information-retrieval-part-ii-presentation" /><param name="allowFullScreen" value="true"/><param name="allowScriptAccess" value="always"/><embed src="http://static.slidesharecdn.com/swf/ssplayer2.swf?doc=soctagstutfinalpart2-1221216647301013-8&stripped_title=social-tags-and-music-information-retrieval-part-ii-presentation" type="application/x-shockwave-flash" allowscriptaccess="always" allowfullscreen="true" width="425" height="355"></embed></object><div style="font-size:11px;font-family:tahoma,arial;height:26px;padding-top:2px;">View more <a style="text-decoration:underline;" href="http://www.slideshare.net/">presentations</a> from <a style="text-decoration:underline;" href="http://www.slideshare.net/plamere">Paul Lamere</a>.</div></div>]]>
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        <slideshare:views>2557</slideshare:views>
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      <title>From hits to niches? ...or how popular artists can bias music recommendation and discovery</title>
      <link>http://www.slideshare.net/ocelma/from-hits-to-niches-or-how-popular-artists-can-bias-music-recommendation-and-discovery-presentation-567947</link>
      <description>
        <![CDATA[<img src="http://cdn.slidesharecdn.com/celma2ndnetflixacmkdd2008-1219639481516681-8-thumbnail-2?1219713928" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> This paper presents some experiments to analyse the popularity effect in music recommendation.
Popularity is measured in terms of total playcounts, and the Long Tail model is used in order to rank music artists.
Furthermore, metrics derived from complex network analysis are used to detect the influence of the most popular artists in the network of similar artists.

The results from the experiments reveal that, as expected by its inherent social component, the collaborative filtering approach is prone to popularity bias. This has some consequences on the discovery ratio as well as in the navigation through the Long Tail.
On the other hand, in both audio content-based and human expert-based approaches artists are linked independently of their popularity. This allows one to navigate from a mainstream artist to a Long Tail artist in just two or three clicks.]]>
      </description>
      <content:encoded>
        <![CDATA[<img src="http://cdn.slidesharecdn.com/celma2ndnetflixacmkdd2008-1219639481516681-8-thumbnail-2?1219713928" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> This paper presents some experiments to analyse the popularity effect in music recommendation.
Popularity is measured in terms of total playcounts, and the Long Tail model is used in order to rank music artists.
Furthermore, metrics derived from complex network analysis are used to detect the influence of the most popular artists in the network of similar artists.

The results from the experiments reveal that, as expected by its inherent social component, the collaborative filtering approach is prone to popularity bias. This has some consequences on the discovery ratio as well as in the navigation through the Long Tail.
On the other hand, in both audio content-based and human expert-based approaches artists are linked independently of their popularity. This allows one to navigate from a mainstream artist to a Long Tail artist in just two or three clicks.]]>
      </content:encoded>
      <pubDate>Mon, 25 Aug 2008 02:46:36 GMT</pubDate>
      <guid>http://www.slideshare.net/ocelma/from-hits-to-niches-or-how-popular-artists-can-bias-music-recommendation-and-discovery-presentation-567947</guid>
      <author>ocelma@slideshare.net(ocelma)</author>
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        <media:title>From hits to niches? ...or how popular artists can bias music recommendation and discovery</media:title>
        <media:credit>ocelma</media:credit>
        <media:description type="plain">This paper presents some experiments to analyse the popularity effect in music recommendation.
Popularity is measured in terms of total playcounts, and the Long Tail model is used in order to rank music artists.
Furthermore, metrics derived from complex network analysis are used to detect the influence of the most popular artists in the network of similar artists.

The results from the experiments reveal that, as expected by its inherent social component, the collaborative filtering approach is prone to popularity bias. This has some consequences on the discovery ratio as well as in the navigation through the Long Tail.
On the other hand, in both audio content-based and human expert-based approaches artists are linked independently of their popularity. This allows one to navigate from a mainstream artist to a Long Tail artist in just two or three clicks.</media:description>
        <media:text type="html">&lt;img src=&quot;http://cdn.slidesharecdn.com/celma2ndnetflixacmkdd2008-1219639481516681-8-thumbnail-2?1219713928&quot; alt =&quot;&quot; style=&quot;border:1px solid #C3E6D8;float:right;&quot; /&gt;&lt;br&gt; This paper presents some experiments to analyse the popularity effect in music recommendation.
Popularity is measured in terms of total playcounts, and the Long Tail model is used in order to rank music artists.
Furthermore, metrics derived from complex network analysis are used to detect the influence of the most popular artists in the network of similar artists.

The results from the experiments reveal that, as expected by its inherent social component, the collaborative filtering approach is prone to popularity bias. This has some consequences on the discovery ratio as well as in the navigation through the Long Tail.
On the other hand, in both audio content-based and human expert-based approaches artists are linked independently of their popularity. This allows one to navigate from a mainstream artist to a Long Tail artist in just two or three clicks.</media:text>
        <media:keywords></media:keywords>
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      <title>From product to service</title>
      <link>http://www.slideshare.net/guest5b4101/from-product-to-service</link>
      <description>
        <![CDATA[<img src="http://cdn.slidesharecdn.com/hannahdonovan-1213651595461028-8-thumbnail-2?1213644407" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Slides from Hannah Donovan\&rsquo;s workshop at FOWD\&rsquo;08 in London]]>
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        <![CDATA[<img src="http://cdn.slidesharecdn.com/hannahdonovan-1213651595461028-8-thumbnail-2?1213644407" alt ="" style="border:1px solid #C3E6D8;float:right;" /><br> Slides from Hannah Donovan\&rsquo;s workshop at FOWD\&rsquo;08 in London]]>
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      <pubDate>Mon, 16 Jun 2008 19:26:35 GMT</pubDate>
      <guid>http://www.slideshare.net/guest5b4101/from-product-to-service</guid>
      <author>guest5b4101@slideshare.net(guest5b4101)</author>
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        <media:player url="http://www.slideshare.net/guest5b4101/from-product-to-service"/>
        <media:title>From product to service</media:title>
        <media:credit>guest5b4101</media:credit>
        <media:description type="plain">Slides from Hannah Donovan\&amp;rsquo;s workshop at FOWD\&amp;rsquo;08 in London</media:description>
        <media:text type="html">&lt;img src=&quot;http://cdn.slidesharecdn.com/hannahdonovan-1213651595461028-8-thumbnail-2?1213644407&quot; alt =&quot;&quot; style=&quot;border:1px solid #C3E6D8;float:right;&quot; /&gt;&lt;br&gt; Slides from Hannah Donovan\&amp;rsquo;s workshop at FOWD\&amp;rsquo;08 in London</media:text>
        <media:keywords></media:keywords>
        <media:thumbnail height="90" url="http://cdn.slidesharecdn.com/hannahdonovan-1213651595461028-8-thumbnail-2?1213644407" width="120"/>
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