期刊文献+

非相关文献知识发现研究进展 被引量:19

Progress in Knowledge Discovery from Unrelated Literature
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摘要 随着科学技术的高度发展,学科的分化越来越细,学科间交流越来越困难,知识总量与人类吸收能力之间矛盾日益突出。美国芝加哥大学情报学教授Don.R.Swanson创立的情报学知识发现方法及人机交互系统Arrowsmith,是揭示非相关文献及学科间隐藏联系的强有力的工具。本文介绍了Swanson的情报学思想的产生背景、内涵及其开放式和闭合式的知识发现过程,分析了国内外对该方法的研究和发展,指出Swanson方法的实践所面临的困难及挑战。Swanson知识发现方法强大的情报功能和对医学实践的指导意义,使其在未来的科学发展中具有广阔的推广前景。 The communication across specialties becomes more difficult with the further development and specification of science and technology. The disparity between the total quantity of knowledge and the limited human capacity to assimilate it grows unremittingly. Don R. Swanson, professor of information science at the University of Chicago, advanced a view of unrelated literature-based knowledge discovery. He and his colleagues developed an implicit knowledge mining tool, Arrowsmith, which is a human, computer and literature 3-way interactive system. This article introduces the idea of Don. R. Swanson, its background, and open and closed knowledge discovery processes. With a review of current exploration and development of this information method at home and abroad, we point out that there are some difficulties and challenges for this method to be popularized among scientific researchers. This knowledge discovery method, with its powerful function to direct medical practice, will have a bright prospect in the future application in scientific research.
出处 《情报学报》 CSSCI 北大核心 2006年第3期342-348,共7页 Journal of the China Society for Scientific and Technical Information
关键词 DON R.Swanson Arrowsmith 非相关文献知识发现 研究进展 情报学 Don R. Swanson, Arrowsmith, unrelated literature based knowledge discovery.
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参考文献15

  • 1Swanson,DR.Fish oil,Raynaud's syndrome,and undiscovered public knowledge.Perspect Biol Med,1986,30(1):7 ~ 18
  • 2Swanson,DR.Migraine and magnesium:Eleven neglected connections.Perspect Biol Med,1988,31 (4):526 ~ 557
  • 3Swanson,DR.Medical literature as a potential source of new knowledge.Bull Med Libr Assoc,1990,78 (1):29 ~ 37
  • 4Weeber,M,Klein,H.and de Jong-van den Berg,LT..Using Concepts in Literature-Based Discovery:Simulating Swanson's Raynaud-Fish Oil and Migraine-Magnesium Discoveries.J Am Soc Inf Sci Technol,2001,52(7):548 ~ 557
  • 5Swanson,DR,Smalheiser,NR.An interactive system for finding complementary literatures:a stimulus to scientific discovery,Artif.Intell.1997,91:183 ~ 203
  • 6Gordon,MD,Lindsay,RK..Toward discovery support systems:A replication,re-examination,and extension of Swanson's work on literature-based discovery of a connection between Raynaud's and fish oil.J Am Soc Inf Sci,1996,47(2):116~ 128
  • 7Robert K.Lindsay,Michael D.Gordon.Literature-Based Discovery by Lexical Statistics.J Am Soc Inf Sci.1999,50(7):574 ~ 587
  • 8Weeber,M,Klein,H,Aronson,A.R,Mork,J.G,de Jongvan den Berg,L.T.W,& Vos,R.Text-based discovery in biomedicine:Thearchitecture of the DAD-system.In J.M.Overhage(Ed.),Proceedings of the 2000 AMIA Annual Fall Symposium.Philadelphia,PA:Hanley and Belfus,2000,903 ~907
  • 9Weeber,M,Vos,R,Klein,H,de Jong-van den Berg,LT,Aronson,AR,Molema,G..Generating Hypotheses by Discovering Implicit Associations in the Literature:A Case Report of a Search for New Potential Therapeutic Uses for Thalidomide.J Am Med Inform Assoc,2003,10(3):252 ~259
  • 10Stegmann,J.hypothesis generation guided by co-word clustering.Scientometrics,2003,56 (1):111 ~ 135

二级参考文献14

  • 1卡尔·波普尔.知识与对现实的塑造.通过知识获得解放[M].上海:上海译文出版社,-.3.
  • 2卡尔·波普尔.猜想与反驳-科学知识的增长[M].上海:上海译文出版社,1986..
  • 3Swanson DR, Smalheiser NR.Implicit text linkages between medline records: using ARROWSMITH as an aid to scientific discovery[J]. Libr Trends, 1999,48(1):48-59.
  • 4http://www-2.cs.cmu.edu/-sci-disc/The-Scientist.html[EB/OL].
  • 5http://arrowsmith.psych.uic.edu/arrowsmith-uic/tutorial/smalheiser-SFN-2003.pdf[EB/OL].
  • 6Don R. Swanson. A Literature - based Approach to Scientific Discovery.September,4,2005 http: //arrowsmith. psych. uie. edu/Arrowsmith. uic / (accessed october, 24,2003 )
  • 7卡尔·波普尔.客观知识——一个进化论的研究[M].上海:上海译文出版社,1987.6.
  • 8王乐.特殊研究方法与图书馆学学科体系[J].图书馆,1999(1):8-8. 被引量:7
  • 9王乐.我国图书馆学专门方法研究述评[J].图书馆学刊,1997,19(5):1-4. 被引量:15
  • 10梁战平.情报学的新发展[J].情报学报,2001,20(2):130-135. 被引量:67

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引证文献19

二级引证文献261

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