<\/p>\n
Purpose and Functionality<\/p>\n
System for scalable classification of text into large topic ontologies currently including DMoz and Inspec.<\/p>\n
Availability, Preconditions and Licensing<\/p>\n
The system is available as Web service. The software runs under Windows platform. The tool is free for research purposes.<\/p>\n
Integration with other SEKT Tools<\/p>\n
Developed on the top of Text-Garden tool and integrated with Text Garden, extended for the needs of the SEKT project.
\nClassifier into Inspec is integrated in Search and Browse tool of SEKT WP5 [1].<\/p>\n
Publications<\/p>\n
MLADENI\u0106, Dunja, GROBELNIK, Marko. Feature selection on hierarchy of web documents.\u00a0Decision support systems, 2003, vol. 35, 45-87.<\/p>\n
MLADENI\u0106, Dunja, GROBELNIK, Marko. Mapping documents onto web page ontology. In: BERENDT, B. et al (eds.)\u00a0Web mining : from web to semantic web : First European Web Mining Forum\u00a0(Lecture notes in artificial inteligence, Lecture notes in computer science, vol. 3209). Berlin; Heidelberg; New York: Springer, 2004, 77-96.<\/p>\n
MLADENI\u0106, Dunja, BRANK, Janez, GROBELNIK, Marko, MILI\u0106-FRAYLING, Nata\u0161a. Feature selection using linear classifier weights : interaction with classification models. V:\u00a0Proceedings of SIGIR 2004 : the Twenty-Seventh Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, [Sheffield], July 25th-29th. New York: Association for Computing Machinery, 2004, 234-241.<\/p>\n
GROBELNIK, Marko, MLADENI\u0106, Dunja. Simple classification into large topic ontology of web documents.\u00a0CIT. Journal of Comput. Inf. Technol., 2005, vol. 13, 279-285.<\/p>\n
GROBELNIK, Marko, BRANK, Janez, MLADENI\u0106, Dunja, NOVAK, Bla\u017e, FORTUNA, Bla\u017e. Using DMoz for constructing ontology from data stream. In: 28th International Conference on Information Technology Interfaces, LU\u017dAR - STIFFLER, Vesna, HLJUZ DOBRI\u0106, Vesna (eds.), June 19-22, 2006, Cavtat\/Dubrovnik, Croatia.\u00a0ITI 2006 : proceedings of the 28th International Conference on Information Technology Interfaces, June 19-22, 2006, Cavtat\/Dubrovnik, Croatia, (IEEE Catalog, No. 06EX1244). Zagreb: University of Zagreb, SRCE University Computing Centre, cop. 2006, 439-444.<\/p>\n
FORTUNA, Bla\u017e, GROBELNIK, Marko, MLADENI\u0106, Dunja. Classification of documents into hierarchy using string kernels. In: 29th Annual Conference of the German Classification Society, March 9-11, 2005, Magdeburg.\u00a0From data and information analysis to knowledge engineering : program and abstracts. Magdeburg: Otto-von-Guericke-University, 2005, str. 223.<\/p>\n
RADO\u0160EVI\u0106, Daniel, DOB\u0160A, Jasminka, MLADENI\u0106, Dunja. Flexible length phrases in document classification. V: LU\u017dAR - STIFFLER, Vesna (ur.), HLJUZ DOBRI\u0106, Vesna (ur.). 28th International Conference on Information Technology Interfaces, June 19-22, 2006, Cavtat\/Dubrovnik, Croatia.\u00a0ITI 2006 : proceedings of the 28th International Conference on Information Technology Interfaces, June 19-22, 2006, Cavtat\/Dubrovnik, Croatia, (IEEE Catalog, No. 06EX1244). Zagreb: University of Zagreb, SRCE University Computing Centre, cop. 2006, 457-462.<\/p>\n
RADO\u0160EVI\u0106, Daniel, DOB\u0160A, Jasminka, MLADENI\u0106, Dunja, STAPI\u0106, Zlatko, NOVAK, Miroslav. Genre document classification using flexible length phrases. V: AURER, Boris (ur.), BA\u010cA, Miroslav (ur.). 17th International Conference on Information and Intelligent Systems, September 20-22, 2006, Vara\u017edin, Croatia.Conference proceedings. Vara\u017edin: Faculty of Organisation and Informatics, FOI, cop. 2006, 23-28.<\/p>\n
[1] DAVIES, J., DUKE, Alistair, KINGS, Nick, MLADENI\u0106, Dunja, BONTCHEVA, Kalina, GR\u010cAR, Miha, BENJAMINS, Richard, CONTRERAS, Jesus, BLAZQUES C\u00cdVICO, Mercedes, GLOVER, Tim. Next generation knowledge access.\u00a0Journal of knowledge management, 2005, vol. 9, pp. 64-84.<\/p>\n<\/div>\n
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