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題名 Validation and calibration of dietary intake in chronic kidney disease: An ontological approach
作者 Chi, Yu-Liang
Chen, Tsang-Yao
Tsai, Wan-Ting
貢獻者 資管系
關鍵詞 Calibration; Computational linguistics; Information systems; Knowledge based systems; Modeling languages; Nutrition; Ontology; Semantic Web; Chronic kidney disease; Evaluation results; Experimental evaluation; Interference factor; Ontological approach; Semantic rules; Semantic Web Rule Language(SWRL); Web ontology language; Problem solving
日期 2015-06
上傳時間 8-Aug-2017 16:48:42 (UTC+8)
摘要 This study develops a pilot knowledge-based system (KBS) for addressing validation and calibration of dietary intake in chronic kidney disease (CKD). The system is constructed by using Web Ontology Language (OWL) and Semantic Web Rule Language (SWRL) to demonstrate how a KBS approach can achieve sound problem solving modeling and effective knowledge inference. In terms of experimental evaluation, data from 36 case patients are used for testing. The evaluation results show that, excluding the interference factors and certain non-medical reasons, the system has achieved the research goal of CKD dietary consultation. For future studies, the problem solving scope can be expanded to implement a more comprehensive dietary consultation system. © Springer International Publishing Switzerland 2015.
關聯 Lecture Notes in Business Information Processing, 208, 102-112
18th International Conference on Business Information Systems, BIS 2015; Poznan; Poland; 24 June 2015 到 26 June 2015; 代碼 154159
資料類型 conference
DOI http://dx.doi.org/10.1007/978-3-319-19027-3_9
dc.contributor 資管系zh_Tw
dc.creator (作者) Chi, Yu-Liangen_US
dc.creator (作者) Chen, Tsang-Yaoen_US
dc.creator (作者) Tsai, Wan-Tingen_US
dc.date (日期) 2015-06en_US
dc.date.accessioned 8-Aug-2017 16:48:42 (UTC+8)-
dc.date.available 8-Aug-2017 16:48:42 (UTC+8)-
dc.date.issued (上傳時間) 8-Aug-2017 16:48:42 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/111673-
dc.description.abstract (摘要) This study develops a pilot knowledge-based system (KBS) for addressing validation and calibration of dietary intake in chronic kidney disease (CKD). The system is constructed by using Web Ontology Language (OWL) and Semantic Web Rule Language (SWRL) to demonstrate how a KBS approach can achieve sound problem solving modeling and effective knowledge inference. In terms of experimental evaluation, data from 36 case patients are used for testing. The evaluation results show that, excluding the interference factors and certain non-medical reasons, the system has achieved the research goal of CKD dietary consultation. For future studies, the problem solving scope can be expanded to implement a more comprehensive dietary consultation system. © Springer International Publishing Switzerland 2015.en_US
dc.format.extent 1496143 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Lecture Notes in Business Information Processing, 208, 102-112en_US
dc.relation (關聯) 18th International Conference on Business Information Systems, BIS 2015; Poznan; Poland; 24 June 2015 到 26 June 2015; 代碼 154159en_US
dc.subject (關鍵詞) Calibration; Computational linguistics; Information systems; Knowledge based systems; Modeling languages; Nutrition; Ontology; Semantic Web; Chronic kidney disease; Evaluation results; Experimental evaluation; Interference factor; Ontological approach; Semantic rules; Semantic Web Rule Language(SWRL); Web ontology language; Problem solvingen_US
dc.title (題名) Validation and calibration of dietary intake in chronic kidney disease: An ontological approachen_US
dc.type (資料類型) conference
dc.identifier.doi (DOI) 10.1007/978-3-319-19027-3_9
dc.doi.uri (DOI) http://dx.doi.org/10.1007/978-3-319-19027-3_9