The Ferrety algorithm for the KDD Cup 2005 problem Export

@article{sigkdd2005:ferrety, abstract = {In this paper, we present a general solution for the KDD Cup 2005 problem. It uses the Internet as source of knowledge and extends it to categorize very short (less than 5 words) documents with reasonable accuracy. Our approach consists of three main parts: i.) a central knowledge filter ii.) an on-demand web crawler and iii.) a very efficient categorizer system. Our solution obtained Creativity and Precision Runner-up Awards at the competition. The main idea of Ferrety Algorithm can be generalized for mapping one taxonomy to another if training documents are available.}, address = {New York, NY, USA}, author = {Kardkov\'{a}cs, Zsolt T. and Tikk, Domonkos and B\'{a}ns\'{a}ghi, Zolt\'{a}n}, citeulike-article-id = {3433258}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1117468}, citeulike-linkout-1 = {http://dx.doi.org/10.1145/1117454.1117468}, doi = {10.1145/1117454.1117468}, issn = {1931-0145}, journal = {SIGKDD Explor. Newsl.}, keywords = {2005, categorization, cup, kdd, query}, number = {2}, pages = {111--116}, posted-at = {2008-10-21 12:15:45}, priority = {2}, publisher = {ACM}, title = {The Ferrety algorithm for the KDD Cup 2005 problem}, url = {http://dx.doi.org/10.1145/1117454.1117468}, volume = {7}, year = {2005} }

TY - JOUR ID - sigkdd2005:ferrety L3 - citeulike-article-id:3433258 N2 - In this paper, we present a general solution for the KDD Cup 2005 problem. It uses the Internet as source of knowledge and extends it to categorize very short (less than 5 words) documents with reasonable accuracy. Our approach consists of three main parts: i.) a central knowledge filter ii.) an on-demand web crawler and iii.) a very efficient categorizer system. Our solution obtained Creativity and Precision Runner-up Awards at the competition. The main idea of Ferrety Algorithm can be generalized for mapping one taxonomy to another if training documents are available. IS - 2 JF - SIGKDD Explor. Newsl. SN - 1931-0145 AD - New York, NY, USA EP - 116 TI - The Ferrety algorithm for the KDD Cup 2005 problem PB - ACM VL - 7 SP - 111 KW - 2005 KW - categorization KW - cup KW - kdd KW - query AU - Kardkovács, Zsolt AU - Tikk, Domonkos AU - Bánsághi, Zoltán PY - 2005/// UR - http://dx.doi.org/10.1145/1117454.1117468 ER -