, hsh@bhknuackr, trademark21@koreacom 1370, +82-53-950-5440 - 476 -
:,, VOC,, CBML - Abstract -,, VOC VOC VOC - 477 -
- 478 -
Cost- Center [2] VOC VOC, ( ) VOC - 479 -
IT [7] Knowledge / Information Management System/Application Integration Multi-device Capability E-procurement CRM IT Metadata, Content, Document Management, Business Intelligence, EIP/EKP, Knowledge Map Process, application, data integration, EAI Ubiquitous, Electronic Device, Smart Device E-enabling, Supply Chain Mobile Sales, Field Force, Call Center, Self-Service,,,, IT - 480 -
Text-To-Onto [8] Karlsruhe AIFB Ontobroker [4] MusicBrainz [5] - 481 -
ITTALKS [3] IT UNSPSC [10], - 482 -
PTA (The Personal Travel Assistant) [3] CBML RELMS (Real Estate Listing Management System) [6] OpenMLS[1998]4 th World Telecom XML, CBML SOO [10] CBL (Case-based Learning) - 483 -
VOC CBML VOC DB : VOC Classification : VOC Category Association : VOC Ontology : VOC Case base : CBML - 484 -
VOC DB VOC VOC VOC - 485 -
1 (Text Processing) VOC Co-Occurrence Matrix VOC (HAM 60) [1], - 486 -
2 VOC (VOC Classification) (1) VOC VOC - 487 -
2 VOC (VOC Classification) (2) C50 (Decision Tree) Model Set - Default, Pruning, Boosting Boolean - 488 -
3 (Category Association) (1) IF-ThenRule - 489 -
3 (Category Association) (2) (Confidence) (Support) (Category rule set DB) - 490 -
4 (Ontology Editing) (1) [11] OWL - 491 -
4 (Ontology Editing) (2) Taxonomy is a, has a, include Taxonomy Taxonomy (Ontology Editing) include, has a Taxonomy (ObjectProperty) (DatatypeProperty) - 492 -
VOC CBML CBML - 493 -
1 VOC,,,, - 494 -
2 CBML CBML Description Solution CBMLXML <element name= type= ref= minoccurs= maxoccurs=" or unbounded />,, DB Element Name DB - 495 -
38,222 S VOC S VOC /,,,,,,,,,, - 496 -
(1) VOC VOC,,,,,,,,,, - 497 -
(2) D10199 D10200 D10201 D10202 D10203 D10204 D10205 D10206 D10207 D10208 D10209 D10210 D10211 D10212-498 -
VOC (1) VOC (1) VOC 30%11,466 Model Set Training Set(90%), Test Set(10%) Boosting, Pruning Boosting 10, - 499 -
VOC (2) VOC (2) Boosting 10 Simple type (Default) Pruning 90 Pruning 85-500 -
VOC (3) VOC TID Source Result P(%) Contents T40989 3 1 91,,,,, T41033 3 1 88,,,,,, T41036 3 1 95,,,,, T41036 3 1 91,,,, T41036 3 2 69,,,,,, T41036 3 1 84,,,,, / (3) (1) P - 501 -
Condition Result Taxonomy - 502 -
(1) VOCTaxonomy Taxonomy,,,,,, - 503 -
(2) VOC - 504 -
(1) - 505 -
- (2) - 506 -
XML CBML, VOC - 507 -
( ) [1],,, 2002 [2] Blumberg, D F Managing Service as a Strategic Profit Center, Mc-Graw Hill, 1991 [3] Cost, R S, Finin, T W, Anupam Joshi, Yun Peng, Nicholas, C K, Ian Soboroff, Harry Chen, Lalana Kagal, Filip Perich, Youyong Zou, Sovrin Tolia "ITtalks: A Case Study in the Semantic Web and DAML+OIL," IEEE Intelligent Systems, (17:1), 2002, pp 40-47 [4] Fensel, D, Decker, S, Erdmann, M, and Studer, R Ontobroker: How to Enable Intelligent Access to the WWW, AAAI-98 Workshop on AI and Information Integration, AAAI Press, Menlo Park, Calif, 1998, pp 36-42 [5] Handschuh, S, Maedche, A, Stojanovic, L and Volz, R KAON-The KArlsruhe ONtology and Semantic Web Tool Suite, University of Karlsruhe, 2001 [http://kaonaifbuni-karlsruhede/white-paper/] - 508 -
[6] Hayes, C, Cunningham, P "Shaping a CBR view with XML," in Proceedings of ICCBR-99, 1999, pp468-481 [7] Jim, B "Knowledge Management: Practical Application of Advanced Technology," KM Technologies, Seattle, 2002 [8] Maedche, A Ontology Learning for the semantic web, Kluwer Academic Publishers, 2002 [9] Soo, V W, Lee, C Y, Li, C C, Chen, S L, and Chen, C C "Automated Semantic Annotation and Retrieval Based on Sharable Ontology and Casebased Learning Techniques," in Proceedings of the 2003 Joint Conference on digital Libraries IEEE, 2003 [10] UNSPSC Webpage, [http://unspscorg/] [11] Uschold, M, Gruninger, "Ontologies: Principles, methods and applications," The Knowledge Engineering Review, (11:2), 1996, pp 93-136 - 509 -