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- <meta content="Kim, Yang Sok" name="eprints.creators_name" />
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- <meta content="Real-world document classification is an open-ended problem, rather than a close-ended problem, because the document classification domain continually evolves as the time passes. Unlike the close-ended document classification, the participants in the open-ended problem actively take part in the problem solving process. For this reason, it is important to understand the problem solver's behavioral characteristics. This paper proposes a thorough analysis of them. We found that the problem solving strategies are significantly different among participants because of individual differences in cognition among participants" name="eprints.abstract" />
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- <meta content="1. Apte, C., F. Damerau, and S.M. Weiss, Automated learning of decision rules for text categorization. ACM Transactions on Information Systems (TOIS), 1994. 12(3): p. 233 - 251.
- 2. Hirsch, L., M. Saeedi, and R. Hirsch. Evolving Rules for Document Classification. in 8th European Conference, EuroGP 2005. 2005. Lausanne, Switzerland.
- 3. Goel, V. Comparison of Well-Structured & Ill-Structured Task Environments and Problem Spaces. in Fourteenth Annual Conference of the Cognitive Science Society. 1992. Hillsdale, NJ: Erlbaum.
- 4. Cook, J., Bridging the Gap Between Empirical Data on Open-Ended Tutorial Interactions and Computational Models. International Journal of Artificial Intelligence in Education, 2001. 12: p. 85-99.
- 5. Andriessen, J. and J. Sandberg, Where is Education Heading and How About AI? International Journal of Artificial Intelligence in Education, 1999. 10: p. 130-150.
- 6. Shaw, M.L.G. and J.B. Woodward, Modeling expert knowledge. Knowledge Acquisition, 1990. 2(3): p. 179 - 206.
- 7. Dillon, R.F. and R.R. Schmeck, Individual Differences in Cognition. Vol. 1. 1983, New York, USA: Academic Press, Inc.
- 8. Hong, N.S., The Relationship Between Well-Structured and Ill-Structured Problem Solving in Multimedia Simulation, in The Graduate School, College of Education. 1998, The Pennsylvania State University.
- 9. Byeong Ho, K., Validating Knowledge Acquisition: Multiple Classification Ripple Down Rules, in School of Computer Science and Engineering. 1995, University of New South Wales.
- 10. Kang, B., P. Compton, and P. Preston. Multiple Classification Ripple Down Rules : Evaluation and Possibilities. in 9th AAAI-Sponsored Banff Knowledge Acquisition for Knowledge-Based Systems Workshop. 1995. Banff, Canada, University of Calgary.
- 11. Park, S.S., Y.S. Kim, and B.H. Kang. Web Document Classification: Managing Context Change. in IADIS International Conference WWW/Internet 2004. 2004. Madrid, Spain.
- 12. Kim, Y.S., et al. Adaptive Web Document Classification with MCRDR. in International Conference on Information Technology: Coding and Computing ITCC 2004. 2004. Orleans,
- Las Vegas, Nevada, USA.
- 13. Compton, P. and D. Richards, Generalising ripple-down rules. Knowledge Engineering and Knowledge Management Methods, Models, and Tools. 12th International Conference,
- EKAW 2000. Proceedings (Lecture Notes in Artificial Intelligence Vol.1937), 2000: p. 380-386" name="eprints.referencetext" />
- <meta content="Kim, Yang Sok and Kang, Byeong Ho and Choi, Young Ju and Park, Sung Sik and Park, Gil Cheol and Kim, Seok Soo (2006) User Behavior Analysis of the Open-Ended Document Classification System. In: The 19th Australian Joint Conference on Artificial Intelligence, 4-8 Dec 2006, Hobart, Australia." name="eprints.citation" />
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- <h1 class="ep_tm_pagetitle">User Behavior Analysis of the Open-Ended Document Classification System</h1>
- <p style="margin-bottom: 1em" class="not_ep_block"><span class="person_name">Kim, Yang Sok</span> and <span class="person_name">Kang, Byeong Ho</span> and <span class="person_name">Choi, Young Ju</span> and <span class="person_name">Park, Sung Sik</span> and <span class="person_name">Park, Gil Cheol</span> and <span class="person_name">Kim, Seok Soo</span> (2006) <xhtml:em>User Behavior Analysis of the Open-Ended Document Classification System.</xhtml:em> In: The 19th Australian Joint Conference on Artificial Intelligence, 4-8 Dec 2006, Hobart, Australia.</p><p style="margin-bottom: 1em" class="not_ep_block"></p><table style="margin-bottom: 1em" class="not_ep_block"><tr><td valign="top" style="text-align:center"><a onmouseover="EPJS_ShowPreview( event, 'doc_preview_734' );" href="http://eprints.utas.edu.au/724/1/AI06_User_Behavior.pdf" onmouseout="EPJS_HidePreview( event, 'doc_preview_734' );"><img alt="[img]" src="http://eprints.utas.edu.au/style/images/fileicons/application_pdf.png" class="ep_doc_icon" border="0" /></a><div class="ep_preview" id="doc_preview_734"><table><tr><td><img alt="" src="http://eprints.utas.edu.au/724/thumbnails/1/preview.png" class="ep_preview_image" border="0" /><div class="ep_preview_title">Preview</div></td></tr></table></div></td><td valign="top"><a href="http://eprints.utas.edu.au/724/1/AI06_User_Behavior.pdf"><span class="ep_document_citation">PDF</span></a> - Requires a PDF viewer<br />186Kb</td></tr></table><div class="not_ep_block"><h2>Abstract</h2><p style="padding-bottom: 16px; text-align: left; margin: 1em auto 0em auto">Real-world document classification is an open-ended problem, rather than a close-ended problem, because the document classification domain continually evolves as the time passes. Unlike the close-ended document classification, the participants in the open-ended problem actively take part in the problem solving process. For this reason, it is important to understand the problem solver's behavioral characteristics. This paper proposes a thorough analysis of them. We found that the problem solving strategies are significantly different among participants because of individual differences in cognition among participants</p></div><table style="margin-bottom: 1em" cellpadding="3" class="not_ep_block" border="0"><tr><th valign="top" class="ep_row">Item Type:</th><td valign="top" class="ep_row">Conference or Workshop Item (Paper)</td></tr><tr><th valign="top" class="ep_row">Keywords:</th><td valign="top" class="ep_row">Web Monitoring
- MCRDR
- Text Classification
- Information Retrieval</td></tr><tr><th valign="top" class="ep_row">Subjects:</th><td valign="top" class="ep_row"><a href="http://eprints.utas.edu.au/view/subjects/280201.html">280000 Information, Computing and Communication Sciences > 280200 Artificial Intelligence and Signal and Image Processing > 280201 Expert Systems</a><br /><a href="http://eprints.utas.edu.au/view/subjects/280213.html">280000 Information, Computing and Communication Sciences > 280200 Artificial Intelligence and Signal and Image Processing > 280213 Other Artificial Intelligence</a></td></tr><tr><th valign="top" class="ep_row">ID Code:</th><td valign="top" class="ep_row">724</td></tr><tr><th valign="top" class="ep_row">Deposited By:</th><td valign="top" class="ep_row"><span class="ep_name_citation"><span class="person_name">Dr Byeong Ho Kang</span></span></td></tr><tr><th valign="top" class="ep_row">Deposited On:</th><td valign="top" class="ep_row">08 Feb 2007</td></tr><tr><th valign="top" class="ep_row">Last Modified:</th><td valign="top" class="ep_row">09 Jan 2008 02:30</td></tr><tr><th valign="top" class="ep_row">ePrint Statistics:</th><td valign="top" class="ep_row"><a target="ePrintStats" href="/es/index.php?action=show_detail_eprint;id=724;">View statistics for this ePrint</a></td></tr></table><p align="right">Repository Staff Only: <a href="http://eprints.utas.edu.au/cgi/users/home?screen=EPrint::View&eprintid=724">item control page</a></p>
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