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中文論文名稱 穿戴式裝置本體論於學習領域應用之建置與推論
英文論文名稱 The Implementation and reasoning of wearable device ontology
校院名稱 淡江大學
系所名稱(中) 資訊管理學系碩士班
系所名稱(英) Department of Information Management
學年度 103
學期 2
出版年 104
研究生中文姓名 黃子齊
研究生英文姓名 Zi-Qi Huang
學號 601630394
學位類別 碩士
語文別 中文
口試日期 2015-05-30
論文頁數 43頁
口試委員 指導教授-劉艾華
委員-楊欣哲
委員-鄭啟斌
中文關鍵字 穿戴式裝置  本體論  SPARQL  Protege 
英文關鍵字 Wearable Device  Ontology  SPARQL  Protégé 
學科別分類
中文摘要 由於近年智慧型手機和平板電腦的普及,進一步帶動穿戴試裝置的發展,其種類、功能繁多,加上穿戴試裝置之特性,能更深入地取得使用者的身理資訊,所獲得的資訊更為繁複。因此本研究欲以建立本體論的方式整合穿戴式裝置及相關領域之應用。另外,目前穿戴式裝置的應用領域多以醫學、運動領域為主,本研究將穿戴式裝置本體論應用於學習領域,於遠距教學的課堂上,協助老師掌握學生上課時的學習狀態,避免學生上課打瞌睡或不專心等狀況,進而提升學生的學習成效。
英文摘要 In recent years, smart phones and tablets are very popular and that leads the development of wearable devices. Wearable devices have many different types and functions. It usually can access user’s body information with very high level of complexity. This paper presents the ontology for wearable devices which can be used to integrate related domains. Moreover, the current main applications of wearable devices are medical domain and athletic domain. The wearable devices ontology proposed in this paper has been applied in educational domain. It can assist teacher in realizing student’s state of learning and help students to concentrate in the class and enhance learning effectiveness.
論文目次 第一章 緒論 1
1.1 研究背景與目的 1
第二章 文獻探討 3
2.1 本體論(Ontology) 3
2.2 Protégé 4
2.3 SPARQL Query Language 6
2.4 穿戴式裝置 7
第三章 建置本體論9
3.1 準備9
3.2 建置初始本體論10
3.3 改進12
3.4 應用12
第四章 穿戴式裝置本體論13
4.1 本體論介紹13
4.2 與現有本體論之比較18
4.3 推論19
4.4 使用情境20
第五章 結論與未來研究方向27
參考文獻29
附錄一32
附錄二34
附錄三43
=========================================================
圖目錄
圖 1 Protégé 操作介面5
圖 2 SPARQL 查詢語法及結果之範例6
圖 3 穿戴式裝置本體論之粗略架構10
圖 4 Lifewear context ontology的Device類別[10]11
圖 5穿戴式裝置本體論之類別架構14
圖 6穿戴式裝置本體論之屬性16
圖 7 OntoGraf of wearable device ontology17
圖 8 Property assertions of Google Glass17
圖 9本體屬性關聯19
圖 10 SPARQL語法範例20
圖 11教學領域類別架構21
圖 12 SPARQL查詢範例-學生22
圖 13 系統查詢結果23
圖 14 自然科學學生狀態系統回傳結果24
圖 15 體育課學生狀態系統回傳結果26
=========================================================
表目錄
表 1 Lifewear context ontology及Wearable devices ontology之比較18
表 2教學領域屬性說明21
表 3自然科學學生上課狀態情境24
表 4體育課學生上課狀態情境25
參考文獻 [1]呂紹玉,〈智慧穿戴裝置大未來:生態系裡面會有誰的位置?〉,網址:http://technews.tw/2014/12/12/wearable-device-business-ecosystem/。上網日期:2014年12月12日。
[2]陳錦杏、李景堯、黃文增、林光華、張淵仁,〈無線可穿戴式生醫感裝置應用於中風患者復健評估〉,資訊科技國際期刊,第4卷,第1期,頁83-104,2010年6月。
[3]黃文增、郭裕欣、張淵仁、陳錦杏,〈智慧型可適性電暖衣系統之研究〉,資訊科技國際期刊,第4卷,第1期,頁139-156,2010年6月。
[4]Bagiampou, M., & Kameas, A. “A Use Case Diagrams ontology that can be used as common reference for Software Engineering education,” In Intelligent Systems (IS), 2012 6th IEEE International Conference, pp. 035-040, September 2012.
[5]Gruber, T. R. “Toward principles for the design of ontologies used for knowledge sharing? ” International Journal of Human-Computer Studies, Vol. 43, Iss. 5, pp. 907-928, November 1995.
[6]Holsapple, C. W., & Joshi, K. D. “A collaborative approach to ontology design,” Communications of the ACM, Vol. 45, Iss. 2, pp. 42-47, February 2002.
[7]Horridge, M., Jupp, S., Moulton, G., Rector, A., Stevens, R., & Wroe, C. “A practical guide to building OWL ontologies using protégé 4 and CO-ODE tools Edition1.2,” The University of Manchester, 2009.
[8]Kang, D., Lee, H., Ko, E., Kang, K., & Lee, J. “A wearable context aware system for ubiquitous healthcare,” In Engineering in Medicine and Biology Society. EMBS'06. 28th Annual International Conference of the IEEE, pp. 5192-5195, August 2006.
[9]Mann, S. “Wearable computing,” The Encyclopedia of Human-Computer Interaction, 2nd Ed, 2013.
[10]Max Knoblauch. “The History of Wearable Tech, From the Casino to the Consume,” http://mashable.com/2014/05/13/wearable-technology-history/, accessed May 2014.
[11]Noy, N. F., & McGuinness, D. L. “Ontology development 101: A guide to creating your first ontology,” Stanford University, 2001.
[12]Rubio, G., Serral, E., Castillejo, P., & Martínez, J. F. “A novel context ontology to facilitate interoperation of semantic services in environments with wearable devices,” In On the Move to Meaningful Internet Systems: OTM 2012 Workshops, pp. 495-504, Springer Berlin Heidelberg, January 2012.
[13]Standford University. “Protégé,” http://protege.stanford.edu/, accessed February 2015.
[14]Starner, T., Auxier, J., Ashbrook, D., & Gandy, M. “The gesture pendant: A self-illuminating, wearable, infrared computer vision system for home automation control and medical monitoring,” In Wearable Computers, the Fourth International Symposium on, pp. 87-94, October 2000.
[15]Uschold, M., & King, M. “Towards a methodology for building ontologies,” Edinburgh: Artificial Intelligence Applications Institute, University of Edinburgh, pp. 15-30, July 1995.
[16]Vallurupalli, S., Paydak, H., Agarwal, S., Agrawal, M., & Assad-Kottner, C. “Wearable technology to improve education and patient outcomes in a cardiology fellowship program-a feasibility study,” Health and Technology, Vol.3, Iss. 4, pp. 267-270, December 2013.
[17]W3C. “OWL Web Ontology Language Overview,” http://www.w3.org/TR/2004/REC-owl-features-20040210/#s1.3, accessed February 2004.
[18]W3C. “SPARQL Query Language for RDF,” http://www.w3.org/TR/rdf-sparql-query/, accessed January 2008.
[19]Wearable Devices. “Wearable Technology and Wearable Devices Everything You Need to Know,” http://www.wearabledevices.com/what-is-a-wearable-device/, accessed March 2014.
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