2006-2008 FP6/IST-2005-33331: SQO-OSS - Source Quality Observatory for Open Source Software The project seeks to use as many sources of quality indicators as possible so as to create a set of metrics that can be applied automatically to a software project's repository in order to extract quantifiable measurements of its quality. The project leverages existing tools and will also create new ones in an effort to build an integrated quality assessment platform. It is foreseen that data mining techniques will play an important role in the project. Official Project Page Success Classifier MARIE CURIE Intra-European Fellowship - NGWeMiS - Next Generation Web Mining & Searching The project lies in the area of knowledge extraction and management from the massive and heterogeneous document collections on the World Wide Web. The main objective of the proposed project is the design guidelines and prototypes development for next generation web mining and searching techniques based on the P2P paradigm. The innovation lies in i. usage of P2P paradigm in the various levels of web content management and searching, ii. the study and development of novel similarity measures among web documents that take into account multple facets including structure and semantics iii. clustering the web data and meta data taking into account their P2P organization paradigm. Official Project Page 2005-2006 PYTHAGORAS II/GSRT: Innovative Aspects in Web Content Ranking: Time/Trends and Topic Classification The project objective is the improvement of web ranking algorithms taking into account a) the temporal features of web pages, b) the size and dynamism of the web graph and c) the semantics of web pages. Statistical learning techniques will be used to develop a framework of algorithms which will classify the web content subject to timeliness and accuracy (in terms of the topic) specification constraints. Official Project Page