An ontological approach to personalized medical knowledge recommendation

Huiying Gao; Xiuxiu Chen; Kecheng Liu

doi:10.1007/978-3-642-32054-5_110

An ontological approach to personalized medical knowledge recommendation

Huiying Gao^*
, Xiuxiu Chen
, Kecheng Liu

^*此作品的通讯作者

管理学院

Beijing Institute of Technology
University of Reading

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

1 引用（Scopus）

摘要

Knowledge recommendation has become a promising method in supporting the clinicians' decisions and improving the quality of medical services in the constantly changing clinical environment. However, current medical knowledge management systems cannot understand users' requirements accurately and realize personalized recommendation. Therefore this chapter proposes an ontological approach based on semiotic principles to personalized medical knowledge recommendations. In particular, healthcare domain knowledge is conceptualized and an ontology-based user profile is built. Furthermore, the personalized recommendation mechanism is illustrated.

源语言	英语
主期刊名	LISS 2012 - Proceedings of 2nd International Conference on Logistics, Informatics and Service Science
页	783-789
页数	7
DOI	https://doi.org/10.1007/978-3-642-32054-5_110
出版状态	已出版 - 2013
活动	2nd International Conference on Logistics, Informatics and Service Science, LISS 2012 - Beijing, 中国期限: 12 7月 2012 → 15 7月 2012

丛书

姓名	LISS 2012 - Proceedings of 2nd International Conference on Logistics, Informatics and Service Science

会议

会议	2nd International Conference on Logistics, Informatics and Service Science, LISS 2012
国家/地区	中国
市	Beijing
时期	12/07/12 → 15/07/12

访问文件

10.1007/978-3-642-32054-5_110

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引用此

Gao, H., Chen, X., & Liu, K. (2013). An ontological approach to personalized medical knowledge recommendation. 在 LISS 2012 - Proceedings of 2nd International Conference on Logistics, Informatics and Service Science (页码 783-789). (LISS 2012 - Proceedings of 2nd International Conference on Logistics, Informatics and Service Science). https://doi.org/10.1007/978-3-642-32054-5_110

@inproceedings{602fab4a1b6b43ce89164b29d270831c,

title = "An ontological approach to personalized medical knowledge recommendation",

abstract = "Knowledge recommendation has become a promising method in supporting the clinicians' decisions and improving the quality of medical services in the constantly changing clinical environment. However, current medical knowledge management systems cannot understand users' requirements accurately and realize personalized recommendation. Therefore this chapter proposes an ontological approach based on semiotic principles to personalized medical knowledge recommendations. In particular, healthcare domain knowledge is conceptualized and an ontology-based user profile is built. Furthermore, the personalized recommendation mechanism is illustrated.",

keywords = "Case-based reasoning, Ontological modeling, Personalized knowledge recommendation, Semantic analysis, User profiling",

author = "Huiying Gao and Xiuxiu Chen and Kecheng Liu",

year = "2013",

doi = "10.1007/978-3-642-32054-5\_110",

language = "English",

isbn = "9783642320538",

series = "LISS 2012 - Proceedings of 2nd International Conference on Logistics, Informatics and Service Science",

pages = "783--789",

booktitle = "LISS 2012 - Proceedings of 2nd International Conference on Logistics, Informatics and Service Science",

note = "2nd International Conference on Logistics, Informatics and Service Science, LISS 2012 ; Conference date: 12-07-2012 Through 15-07-2012",

}

Gao, H, Chen, X & Liu, K 2013, An ontological approach to personalized medical knowledge recommendation. 在 LISS 2012 - Proceedings of 2nd International Conference on Logistics, Informatics and Service Science. LISS 2012 - Proceedings of 2nd International Conference on Logistics, Informatics and Service Science, 页码 783-789, 2nd International Conference on Logistics, Informatics and Service Science, LISS 2012, Beijing, 中国, 12/07/12. https://doi.org/10.1007/978-3-642-32054-5_110

An ontological approach to personalized medical knowledge recommendation. / Gao, Huiying; Chen, Xiuxiu; Liu, Kecheng.
LISS 2012 - Proceedings of 2nd International Conference on Logistics, Informatics and Service Science. 2013. 页码 783-789 (LISS 2012 - Proceedings of 2nd International Conference on Logistics, Informatics and Service Science).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - An ontological approach to personalized medical knowledge recommendation

AU - Gao, Huiying

AU - Chen, Xiuxiu

AU - Liu, Kecheng

PY - 2013

Y1 - 2013

N2 - Knowledge recommendation has become a promising method in supporting the clinicians' decisions and improving the quality of medical services in the constantly changing clinical environment. However, current medical knowledge management systems cannot understand users' requirements accurately and realize personalized recommendation. Therefore this chapter proposes an ontological approach based on semiotic principles to personalized medical knowledge recommendations. In particular, healthcare domain knowledge is conceptualized and an ontology-based user profile is built. Furthermore, the personalized recommendation mechanism is illustrated.

AB - Knowledge recommendation has become a promising method in supporting the clinicians' decisions and improving the quality of medical services in the constantly changing clinical environment. However, current medical knowledge management systems cannot understand users' requirements accurately and realize personalized recommendation. Therefore this chapter proposes an ontological approach based on semiotic principles to personalized medical knowledge recommendations. In particular, healthcare domain knowledge is conceptualized and an ontology-based user profile is built. Furthermore, the personalized recommendation mechanism is illustrated.

KW - Case-based reasoning

KW - Ontological modeling

KW - Personalized knowledge recommendation

KW - Semantic analysis

KW - User profiling

UR - https://www.scopus.com/pages/publications/84883104173

U2 - 10.1007/978-3-642-32054-5_110

DO - 10.1007/978-3-642-32054-5_110

M3 - Conference contribution

AN - SCOPUS:84883104173

SN - 9783642320538

T3 - LISS 2012 - Proceedings of 2nd International Conference on Logistics, Informatics and Service Science

SP - 783

EP - 789

BT - LISS 2012 - Proceedings of 2nd International Conference on Logistics, Informatics and Service Science

T2 - 2nd International Conference on Logistics, Informatics and Service Science, LISS 2012

Y2 - 12 July 2012 through 15 July 2012

ER -

An ontological approach to personalized medical knowledge recommendation

摘要

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会议

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