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Conference on Data Mining and Data Warehouses (SiKDD 2007)

October 12, 2007, Ljubljana, Slovenia

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To be held at 10th International Multi-conference on Information Society  IS-2007

Data handling technologies have significantly progressed in the last ten years. The first phases mainly dealing with storing and efficiently accessing the data, resulted in the development of industry delivering tools for handling large databases, standardization of related processes, queering languages, etc. When the data storage was not a primary problem any more the need for improving the database organization resulted in the databases supporting not only transactions but also analytical views of the data. At this point data warehousing with OLAP (On-Line-Analytical-Processing) entered as a usual part of a company information system. The OLAP paradigm still requires from the user to set well defined questions which is not always easy and possible. This led to the development of Data Mining offering automatic data analysis trying to obtain some new information from the existing data and enabling the user some new insights in the data. Further development of methods for Text Mining enables handling textual data in addition to well structured data in databases. Large amount of data and activities on the Web is further  addressed in Web Mining where in addition to content of the Web documents, the structure of  the Web and Web log-files are analyzed.

Conference Themes

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Instructions for Authors

Authors are invited to contribute papers that present the state-of-the-art, development goals, applications and future trends in the above mentioned areas.

Authors are invited to submit complete papers not exceeding 4 pages, written in English and formatted following IS-2007 formatting instructions. A sample format in Microsoft Word is available at http://is.ijs.si/primer.doc. The authors should submit the papers by August 31, 2007 preferably in Microsoft Word (or alternatively in .pdf) format by e-mail to: Dunja.Mladenic@ijs.si with "Subject: SiKDD 2007 paper submission".

The accepted contributions will be published on this Web page and in the conference proceedings, which will be made available to participants upon registration.

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Conference Program

Invited talks, presentations of accepted papers and demonstration of developed tools.

10:00 - 11:00 Text Mining and Semantic Web

  Contextualizing ontologies with ontolight: a pragmatic approach, Marko Grobelnik, Janez Brank, Blaž Fortuna, Igor Mozetič
  Mining Wikipedia and relating named entities over time, Abhijit Bhole, Blaž Fortuna, Marko Grobelnik, Dunja Mladenić
  Predicting the addition of new concepts in a topic hierarchy, Janez Brank, Dunja Mladenić, Marko Grobelnik
11:00 - 11:30 Coffee break

11:30 – 12:30 Algorithms: Text Mining and Natural Language Processing

 

  Machine learning for resolving researcher affiliation, Marjan Šterk, Daniel Vladušič, Eva Milošev, Jure Ferlež, Dunja Mladenić, Marko Grobelnik
  Learning ripple down rules for efficient lemmatization, Matjaž Juršič, Igor Mozetič, Nada Lavrač
  Triplet extraction from sentences, Delia Rusu, Lorand Dali, Blaž Fortuna, Marko Grobelnik, Dunja Mladenić

12:30 - 14:30 Lunch break

14:30 – 16:00 Applications of Text and Data Mining
  Advancing topic ontology learning through term extraction, Blaž Fortuna, Nada Lavrač, Paola Velardi
  Exploratory analysis of the ILPNet2 social network, Sergeja Sabo, Miha Grčar, David A. Fabjan, Peter Ljubič, Nada Lavrač
  Anomaly detection in computer networks using linear SVMs, Carolina Fortuna, Blaž Fortuna, Mihael Mohorčič
  Ensembles of multi-objective regression trees: a case study for predicting the condition of remnant indigenous vegetation, Dragi Kocev, Sašo Džeroski, Matt D. White, Graeme R. Newell, Peter Griffioen
16:00 - 16:30 Coffee break
16:30 – 17:15 Applications of Data Mining
  Learning generic models of dynamic systems, Darko Čerepnalkoski, Sašo Džeroski, Katerina Taškova, Ljupčo Todorovski
  A prototype decision support system for GMO traceability, Petra Kralj, Nada Lavrač, Kristina Gruden, Ana Rotter, Dejan Štebih, Dany Morisset, Jana Žel

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Important Dates 

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Organization

Program Chairs

Marko Grobelnik
J.Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
Marko.Grobelnik@ijs.si

Dunja Mladenic
J.Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
Dunja.Mladenic@ijs.si
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Previous events

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Further information on registration, accommodation etc. is available at http://is.ijs.si, and on telephone +386 1 4773 900, or fax. +386 1 4773131

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