Marcin Sydow: research
In particular, the projects I was involved in concerned: link-based ranking algorithms, automatic web spam detection, web crawling, computational advertising, query log analysis, web graph analysis, text classification and reference matching in highly inflective languages. Here is the list of my publications
We won the 1st prize on the ECML/PKDD 2007 Discovery Challenge together with K.Dembczyński and W.Kotłowski of Poznan University of Technology, CS dept. The task (pdf) concerned web user behaviour prediction (track 1).
My research projects (often in collaboration with industry or academic institutions):
| title/topic: | grant/year | collaboration with: |
| Semantic Search | -/05-06.2009 | Max-Planck Institute for Informatics (D5), Saarbruecken |
| Topical Query Decomposition | -/2008 | Yahoo! Research Barcelona, Data Mining Group |
| Web user behaviour analysis | ST/SI/03/2008 | Gemius S.A., PUT Poznań |
| Automatic methods for search engine spam detection | ST/SI/06/2007 | Yahoo! Research Barcelona, JRC Ispra, PUT Poznań |
| Analysis of search engine query logs | ST/SI/06/2006 | NetSprint.pl |
| Evaluation of the novel link-based RBS ranking algorithm | BW/AI/03/2005 | Gemius S.A. and NetSprint.pl |
| Crawling large collections of Web documents | ST/AI/03/2005 | |
| Automatic content classification of Web documents | ST/AI/03/2004 | |
| Analysis of the methods of ranking Web documents | BW/AI/01/2004 | |
| Measurements and models of the Web graph | PJ/AI/03/03 | Inst. of CS, PAS, Warsaw |
Last updated: July 14th, 2009