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profiling (UCP), social networks- and blogspace analysis<br />

(SNBA), and personalization based on user profiles (PM).<br />

Moreover, a very important component of this prototype<br />

is represented by the User and Social Information Storage<br />

(USIS), where all dimensions of the user and community<br />

profiles reside. The analysis results of the other offline<br />

components building the Social Media Beta prototype are<br />

stored in USIS as well and are later made available for personalized<br />

search and recommendation methods.<br />

In June 2008 PHAROS was selected ‘Project of the Month’ of<br />

the Directorate General for Information Society and Media<br />

of the European Commission and in October 2008, the first<br />

version of PHAROS platform has been successfully released<br />

and demonstrated in a live-demo at the ICT 2008 event in<br />

Lyon. In December 2008, a prototype of spam detection,<br />

trust and reputation is released. This prototype implements<br />

algorithms developed by <strong>L3S</strong> to combat spam using social<br />

media data. The Reference Reconciliation module, also the<br />

responsibility of <strong>L3S</strong>, has been as well released in December<br />

2008 and provides several advanced methods for identifying<br />

near-duplicates inside PHAROS content.<br />

INFORMATION<br />

Project Type: Integrated Project Eu/IST FP6<br />

Project Duration: january 2007 – December 2009<br />

Project Research Areas: Audiovisual Search,<br />

Multimedia Information Retrieval, Context and user<br />

Technologies<br />

uRL: http://www.pharos-audiovisual-search.eu/<br />

Project Managers:<br />

Prof. Dr. techn. Wolfgang Nejdl, nejdl@<strong>L3S</strong>.de<br />

Dr. Ling Chen, lchen@<strong>L3S</strong>.de<br />

Dipl.-Ing. Raluca Paiu, paiu@<strong>L3S</strong>.de<br />

Selected Publications:<br />

1. “Can all tags be used for search?” Kerstin<br />

Bischoff, Claudiu Firan, Wolfgang Nejdl, Raluca Paiu.<br />

Proceedings of the 17th Conference on Information<br />

and Knowledge Management. 2008, uSA.<br />

2. “The art of tag: Measuring the quality of tags”.<br />

Ralf Krestel, Ling Chen. Proceedings of the 3rd Asian<br />

Semantic Web Conference. 2008, Thailand.<br />

3. “using Co-occurrence of Tags and Resources to<br />

Identify Spammers”. Ralf Krestel, Ling Chen. ECML<br />

PKDD Discovery Challenge. 2008. Belgium.<br />

FORSCHUNGSZENTRUM <strong>L3S</strong> <strong>L3S</strong> RESEARCH CENTER 41

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