| 研究生: |
張凱亮 Chang, Kai-Liang |
|---|---|
| 論文名稱: |
一個用於萃取知識和創作特定領域文件內容之框架 A Framework for Extracting Knowledge and Composing Domain Specific Contents |
| 指導教授: |
焦惠津
Jiau, Hewijin Christine |
| 學位類別: |
碩士 Master |
| 系所名稱: |
電機資訊學院 - 電機工程學系 Department of Electrical Engineering |
| 論文出版年: | 2003 |
| 畢業學年度: | 91 |
| 語文別: | 英文 |
| 論文頁數: | 61 |
| 外文關鍵詞: | Framework, Knowledge engineering, Information extraction, Agent |
| 相關次數: | 點閱:62 下載:1 |
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When authors compose their documents, they usually start from collecting the information pertinent to their composition contexts. They can either intend to understand a subject matter further or to acquire the materials that can be applied in the document they try to compose. After that, authors might need to devise fluent logical structures to organize the composition materials acquired and their personal statements into their compositions. To streamline the document composition process, we propose a framework, ExcDoc (a framework for Extracting knowledge and composing Domain Specific contents), to facilitate the priori material preparation and later document composition process. The framework employs agents to perform the information-extracting task on specific information sources by consulting an ontology that captures the structure in that source. Also, we iteratively elicit representative templates from documents in similar styles to reflect the logical structure of the documents in specific writing perspectives. Thereafter, an agent adopts certain strategy to deploy applicable materials to the templates
for authors’compositions.
[1] M. R. Genesereth and S. P. Ketchpel, “Software Agents,” Communications of the
ACM, vol. 37, no. 7, pp. 48–53, July 1994.
[2] H. S. Nwana, “Software Agents: An Overview,” Knowledge Engineering Review,
vol. 11, no. 3, pp. 1–40, 1996.
[3] Y. Peng, T. Finin, Y. Labrou, B. Chu, J. Long, W. J. Tolone, and A. Boughannam,
“A Multi-Agent System for Enterprise Integration,” Proceedings of the 3rd International
Conference on the Practical Applications of Agents and Multi-Agent Systems
(PAAM-98), pp. 155–169, Mar. 1998.
[4] R. Baeza-Yates and B. Ribeiro-Neto, Modern Information Retrieval. Addison-
Wesley, 1999.
[5] S. Soderland, “Learning Information Extraction Rules for Semi-Structured and Free
Text,” Machine Learning, vol. 34, no. 1-3, pp. 233–272, 1999.
[6] Y. Gong and X. Liu, “Creating Generic Text Summaries,” Sixth International Conference
on Document Analysis and Recognition (ICDAR ’01), pp. 903–907, Sept.
2001.
[7] T. Brasethvik and J. A. Gulla, “Natural language analysis for semantic document
modeling,” Data & Knowledge Engineering, vol. 38, no. 1, pp. 45–62, July 2001.
[8] V. Sugumaran and V. C. Storey, “Ontologies for conceptual modeling: their creation,
use, and management,” Data & Knowledge Engineering, vol. 42, no. 3, pp. 251–271,
Sept. 2002.
[9] Q. Li, P. Shilane, N. Noy, and M. Musen, “Ontology acquisition from on-line knowledge
sources,” 2000.
[10] M. Musen, “Ontology-oriented design and programming,” 2000.
[11] S. Staab, C. Braun, I. Bruder, A. D¨usterh¨oft, A. Heuer, M. Klettke, G. Neumann,
B. Prager, J. Pretzel, H.-P. Schnurr, R. Studer, H. Uszkoreit, and B. Wrenger,
“GETESS - searching the web exploiting german texts,” Cooperative Information
Agents, pp. 113–124, 1999.
[12] R. Studer, S. Decker, D. Fensel, and S. Staab, “Situation and Perspective of Knowledge
Engineering,” 2000.
[13] R. Yangarber, “Scenario Customization for Information Extraction,” 2000.
60
[14] A. Heuer and D. Priebe, “IRQL - Yet Another Language for Querying Semistructured
Data?,” 1999.
[15] “Resource Description Framework (RDF) Model and Syntax Specification, W3C
Working Draft 19 August 1998,” 1998. URL http://www.w3.org/TR/1998/WDrdf-
syntax-19980819/.
[16] S. Decker, M. Erdmann, D. Fensel, and R. Studer, “Ontobroker: Ontology Based
Access to Distributed and Semi-Structured Unformation,” Semantic Issues in Multimedia
Systems. Proceedings of DS-8, pp. 351–369, 1999.
[17] J. L. Whitten and L. D. Bentley, Systems Analysis and Design Methods. McGraw-
Hill, 1998.
[18] G. B. Shelly, T. J. Cashman, and H. J. Rosenblatt, Systems Analysis and Design,
Fourth Edition. Course Technology, 2001.
[19] M. Kay and M. Roscheisen, “Text-translation alignment,” Computational Linguistics,
vol. 19, no. 1, pp. 121–142, Mar. 1993.
[20] E. Riloff, “Automatically Generating Extraction Patterns from Untagged Text,”
AAAI/IAAI, vol. 2, pp. 1044–1049, 1996.
[21] “Taligent white papers,” 1996. URL http://www.taligent.com/.
[22] M. E. Fayad, D. C. Schmidt, and R. E. Johnson, Building Application Frameworks:
Object-Oriented Foundations of Framework Design. John Wiley & Sons, 1999.
[23] H. A. Schmid, “Design Patterns for Constructing the Hot Spots of a Manufacturing
Framework,” Journal of Object-Oriented Programming, vol. 9, no. 3, pp. 25–37, June
1996.