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Category:   E-CFP
Subject:   IJCAI-05 Workshop on Grammatical Inference Applications
From:   Menno van Zaanen
Email:   menno_(on)_ics.mq.edu.au
Date received:   17 Dec 2004
Deadline:   19 Mar 2005
Start date:   30 Jul 2005

Apologies to those of you who receive this more than once. First Call for Papers IJCAI 2005 Workshop GRAMMATICAL INFERENCE APPLICATIONS Successes and Future Challenges To be held in Edinburgh, Scotland, prior to IJCAI-05 on July 30 or 31, 2005. http://www.ics.mq.edu.au/%7Emenno/IJCAI05/ Background There has been growing interest over the last few years in learning grammars from text and other types of sequential, structured, and semi-structured data. The family of techniques enabling such learning is usually called grammatical inference or grammar induction (GI). It makes use of results and techniques from, among others, machine learning, formal language theory, computational learning theory, and statistics to learn, induce or infer a grammar or an automaton from a training sample. There have been many theoretical and experimental results in the field as well as a wide range of applications, including computational linguistics, text mining, speech recognition, computational biology, web intelligence, and robotics. Aim of the workshop The workshop is intended as a meeting point of researchers working on applications of grammatical inference with more speculative ideas. Some topics that are of interest are: * Robotics: map learning, language learning * Computational linguistics: parsing, natural language processing, language modelling * Information extraction (IE): world wide web IE, wrapper induction, DTD learning * User modelling: web usage mining, web personalization * Semantic modelling: ontology learning * Computational biology: biological sequence analysis, motif extraction, structure predictions * Machine translation: transducer learning, language alignment, bi-language modeling * Music modeling: musical style classification, automatic composition Note that this is *not* an exhaustive list and non-classical applications such as animal language modeling, strategy learning, etc. are strongly encouraged. It should be noted that a tutorial on Grammatical Inference will be given at IJCAI, enables those interested in getting an even more general picture of the field and the techniques to do so. Participants The workshop is open to all members of the AI community and we especially encourage papers from researchers who are interested in GI and are working on applications where these techniques might be used and researchers with a GI background that have an interest in applications. To encourage interaction and a broad exchange of ideas, the workshop will be limited to 40 participants and ample time will be allotted for general discussion. Attendance is limited to active participants only. Workshop attendees need not register for the main IJCAI conference, but are encouraged to do so. Format The workshop will consist of 30 minute presentations and ample time will be allocated for discussions. In addition to the regular papers, we will accept position papers. Furthermore, there will be a panel discussion on future and more speculative work in applications of GI. Submission Guidelines Submissions should be formatted as for the main IJCAI-05 conference submissions. Information on formatting can be found on the following url (with some changes outlined below): http://ijcai05.csd.abdn.ac.uk/index.php?section=papers#format The maximum number of pages for the papers in the workshop will be 10 (instead of 6 for the main conference). Note however, it will *not* be possible to purchase extra pages. The submission guidelines for position papers are the same as for the regular papers. However, only 2 pages may be used. Please submit the LaTeX source of the article (including all non-standard style files and bibtex files) as well as the PDF file of the article combined in one file. The filename should have the last name of the main author in it. Submissions should be sent by email by February 20, 2005. The file should be sent to: Menno van Zaanen <menno_(on)_ics.mq.edu.au> and the subject of the email should be: Grammatical Inference Applications: with the name of the main author. We encourage you to send a version some time before the deadline, so we can test if the LaTeX sources compile correctly. If you have problems with the requirements, please let us know as soon as possible (on the above email address). Important dates * Workshop paper submission deadline: March 19, 2005. * Workshop paper acceptance notification: April 12, 2005. * Workshop paper camera-ready deadline: April 30, 2005. * Workshop dates: July 30 or 31, 2005. Reviews Submitted papers will be reviewed by referees from the Program Committee. Accepted papers will be published in the working notes of the workshop. Organization - Colin de la Higuera (Universite de Saint-Etienne, France), - Tim Oates (University of Maryland Baltimore County, USA), - Georgios Paliouras (NCSR "Demokritos", Greece), - Menno van Zaanen (Macquarie University, Australia). _______________________________________________ Elsnet-list mailing list Elsnet-list_(on)_mailman.elsnet.org http://mailman.elsnet.org/mailman/listinfo/elsnet-list

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