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Healthcare data analytics:using a metadata annotation approach for integrating electronic hospital records 被引量:7

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摘要 The data in electronic medical records(EMR)are complex in structure.They are independent,yet related to each other.In order to improve information access through the use of EMR,annotating work on these data is necessary.The annotation on metadata,the resource data which contain a meta-model of the database,is the basis of the annotating work if a semi-automated or an automated annotating approach which aims at making the database more accessible is expected.In this study,a method has been proposed to transform the terms which cannot be matched directly by changing them literally but maintaining their semantics,and then annotating them indirectly.After the transforming work,a refinement method which is reducible to phrase sense disambiguation(PSD)is employed to ensure accuracy.A pilot study on a hospital database has been conducted to test the accuracy and effectiveness of the proposed method.
出处 《Journal of Management Analytics》 EI 2016年第2期136-151,共16页 管理分析学报(英文)
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  • 1许斌,李涓子,王克宏.Web服务语义标注方法[J].清华大学学报(自然科学版),2006,46(10):1784-1787. 被引量:23
  • 2方丽英,王普,闫健卓.面向语义异构的信息集成系统查询处理方案[J].北京工业大学学报,2007,33(8):819-822. 被引量:3
  • 3Viljanen K,Tuominen J,Hyvnen E,et al.Extending contentmanagement systems with ontological annotation capabilities. http://www.seco.tkk.fi/publications/2007/vil-janen-tuomin en-hyvonen-et-al-extending-content-management-systems-with-ontological-annotation-capabilities.pdf . 2012
  • 4Gonzlez M,Bianchi S,Vercelli G.Semantic framework for com-plex knowledge domains. http://ceur-ws.org/Vol-401/iswc2008pd_submission_17.pdf . 2012
  • 5Paul,Costache S,Nejdl W,et al.P-TAG:Large scale automaticgeneration of personalized annotation tags for the Web. Proceedings of the 16th International Conference on World WideWeb . 2007
  • 6Levenshtein VI.Binary Codes Capable of Correcting Deletions, Insertions and Reversals. Soviet Physics-Doklady . 1966
  • 7S. Dill,N. Eiron,D. Gibson,D. Gruhl,R. Guha,A. Jhingran,T. Kanungo,S. Rajagopalan,A. Tomkins,J. Tomlin,J. Zien.SemTag and Seeker:Bootstrapping the semantic Web via automated semantic annotation. Proceedings of the 12th International Conference on World Wide Web . 2003
  • 8Yang H C,Lee C H.Automatic Metadata Generation for Web Pages Using a Text Mining Approach. International Work- shopon Challenges in Web Information Retrieval and Integra- tion . 2005
  • 9Viljanen K,Tuominen J,Hyvnen E,et al.Extending contentmanagement systems with ontological annotation capabilities. http://www.seco.tkk.fi/publications/2007/vil-janen-tuomin en-hyvonen-et-al-extending-content-management-systems-with-ontological-annotation-capabilities.pdf . 2012
  • 10Gonzlez M,Bianchi S,Vercelli G.Semantic framework for com-plex knowledge domains. http://ceur-ws.org/Vol-401/iswc2008pd_submission_17.pdf . 2012

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