研究生: |
江昱昇 Yu-Sheng Jiang |
---|---|
論文名稱: |
以可勾構的規則編輯引擎為基礎之情境感知服務平台 Configurable Rule-Base Engine Design for Context Aware Service Platform |
指導教授: |
鍾聖倫
Sheng-Luen Chung |
口試委員: |
蘇順豐
Shun-Feng Su 項天瑞 Tien-Ruey Hsiang 徐繼聖 Gee-Sern (Jison) Hsu |
學位類別: |
碩士 Master |
系所名稱: |
電資學院 - 電機工程系 Department of Electrical Engineering |
論文出版年: | 2012 |
畢業學年度: | 100 |
語文別: | 中文 |
論文頁數: | 120 |
中文關鍵詞: | 智慧家庭 、情境感知 、規則推論引擎 |
外文關鍵詞: | smart home, context aware, rule-based engine |
相關次數: | 點閱:231 下載:1 |
分享至: |
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
良好的智慧家庭概念,在居家環境內應要可以環境狀態來反應使用者偏好來提供不同的服務。本研究的目的在於透過服務決策運算的方法改進目前智慧家庭中對於各式情境服務的提供與運作。現行的智慧家庭應用裡,大多由系統開發者設計了固定操作模式或特定的服務供給。此方法不僅僅造成智慧家庭系統無法輕易的維護與更動外,對於使用者而言卻是只能當作消費產品來使用,無法達到真正的情境感知目的。本研究以規則式的服務描述為基礎,提出了智慧家庭的服務規則推論引擎的實現,其掌握空間內各種情境資訊的變化來判斷居家環境中是否有合宜的條件產生。而經以規則式的服務描述,也供給了使用者一個服務設置的介面,讓使用者可依據個人偏好來訂立應用於智慧家庭的服務操作。系統將即時地由感測裝置攔收情境資訊,從該情境資訊裡,藉由與服務規則的條件進行比對,利用這些條件內容找出符合當下情形的服務選項,並提供給使用者於該狀況下較為合適的操作行為,以達到智慧家庭中的情境感知目標,同時也改進了目前智慧家庭系統的服務提供模式。最後以實驗展示驗證了本論文所實現的系統可以根據實際環境裡的狀態計算出合適的服務並提供於智慧家庭內。
An ideal concept of smart home should provide proper service in accordance with user's preference. In addition, it should ensure appropriate responses to context change in the home environment. To achieve these objectives, this paper proposes a Context Aware Service Platform (CASP) with reasoning mechanism for providing a personalized smart home. This paper designs a rule-based template which defines the relation between environment context and service. The core of the platform, rule-based engine, suggests a reasoning service which reacts to context change in environment. Demonstration shows that the appropriate service can be configured in the configurable rule-based engine and later automatically invoked by considering the user’s preference setting, sensor status, user activity, and presence time from smart home environment.
[1] Harter, A. Hopper, P. Steggles, A. Ward, and P. Webster, “The anatomy of a context-aware application,” Wireless Networks, Vol.8, pp.187-197. 2002.
[2] R. Want, B.N. Schilit, N.I. Adams, R. Gold, K. Petersen, D. Goldbergm , J.R. Ellis, and M. Weiser, “An overview of the parctab ubiquitous computing environment,” IEEE Personal Communications, Vol.2, pp.28-42. 1995.
[3] M. Weiser, “The computer for the 21st century,” Scientific American, Vol.265, pp.66-75. 1991.
[4] B. Schilit and M. Theimer, “Disseminating active map information to mobile host,” IEEE Network, Vol.8. pp.22-32. 1994.
[5] C. Dobre, F. Manea, and V. Cristea, “CASPIM : A context-aware platform using integrated mobile services,” in proceedings of the IEEE 7th International Conference on Intelligent Computer Communication and Processing, ICCP, pp.533-540. 2011.
[6] L.E. Holmquist, H.W. Gellersen, A. Schmidt, M, Strohbach, G. Kortuem, S. Antifakos, F. Meichahelles, B. Schiele, M. Beigl, and R. Maze, "Building intelligent environments with smart-its," IEEE Computer Graphics & Applications, Vol.24, pp.56-64. 2004.
[7] Y. Cho, J. Han,J. Choi, and C.-W. Yoo, "A home-network service system based on user's situation information in ubiquitous environment," Lecture Notes in Computer Science, Vol.3991, pp.965-968. 2006.
[8] A.K. Dey, “Understanding and using context,” Personal and Ubiquitous Computing – Special Issue on Situated Interaction and Ubiquitous Computing, Vol.5, pp.4-7. 2001.
[9] H. Chen, “An intelligent broker architecture for pervasive context-aware system,” Ph. D. Thesis, University of Maryland, Baltimore Country, Dec. 2004
[10] B. Poulcheria and V. Costas, “A software architecture for provision of context-aware web-based m-commerce application,” in proceedings of the 11th IEEE International Conference on Computer and Information Technology, CIT, pp.344-349. 2011.
[11] W. Woerndl and F. Schulze, “Capturing , analyzing and utilizing context-based information about user activities on smartphones,” AAAI Workshop – Technical Report, pp.74-78. 2011.
[12] B.Y. Lim and A.K. Dey, ”Design of an intelligible mobile context-aware application,” Mobile HCI 2011 – 13th International Conference on Human-Computer Interaction with Mobile Devices and Services, pp157-166. 2011.
[13] S.A. Chellouche, D. Negru, E. Borcoci, and E. Lebars, ”Context-aware distributed multimedia provisioning based on anycast model towards future media internet,”in proceedings of the IEEE Consumer Communications and Networking Conference, CCNC, pp.880-885. 2011.
[14] P.-C. Huang and Y.-H. Kuo, “A reliable context model for context-aware applications, ” in proceedings of the IEEE International Conference on Systems, Man and Cybernetics, pp.246-250. 2008.
[15] T. Mo, W. Li, W. Chu, and Z. Wu, “An event driven model for context-aware service,” in proceedings of the IEEE 9th International Conference on Web Services, ICWS, pp.740-741. 2011.
[16] E. Kim and J. Choi, “A context management system for supporting context-aware applications,” in proceedings of the 5th International Conference on Embedded and Ubiquitous Computing, EUC, Vol.2, pp.577-582. 2008.
[17] C. Choi, I. Park, S.J. Hyun, D. Lee, and D.H. Sim, “MiRE : A minimal rule engine for context-aware mobile devices,” in proceedings of the 3rd International Conference on Digital Information Management, ICDIM , pp.172-177. 2008.
[18] Y. Uhm, Z. Hwang, M. Lee, Y. Kim, G. Kim, and S. Park, “A context-aware multi-agent system for building intelligent services by the classification of rule and ontology in smart home,” in proceedings of the Conference on Local Computing Network, pp.203-204. 2007.
[19] Y.-S. Chang, C.-L. Chang, Y.-S. Hung, and C.-T. Tsai, “NCASH : NFC phone-enabled personalized context-awareness smart-home environment,” Cybernetics and Systems, Vol.41, pp.123-145. 2010.
[20] A. Bamis, D. Lymberopoulos, T. Texieira, and A. Savvides, “The behaviorscope framework for enabling ambient assisted living,” Personal and Ubiquitous Computing, Vol.14, pp.473-487. 2010.
[21] A. Beighith, A. Koubaa, and E. Shakshuki,” Challenges and trends in wireless ubiquitous computing systems,” Personal and Ubiquitous Computing, Vol.15, pp.781-782. 2011.
[22] D. Sun, “Research to the trusted ubiquitous computing,” in proceedings of the International Conference on Electronics, Communications and Control, ICECC, pp.433-437. 2011
[23] A.K. Dey, G.D. Abowd, and D. Salber, “A conceptual framework and a toolkit for supporting the rapid prototyping of context-aware application,” Human-Computer International, Vol.16, pp.97-166. 2001.
[24] J. Madhusudanan, A. Selvakumar, and R. Sudha, “Frame work for context aware applications,” in proceedings of the 2nd International Conference on Computing, Communication and Networking Technologies, ICCCNT. 2010.
[25] T. Gu, H.K. Pung, and D.Q. Zhang, “Toward an OSGi-based infrastructure for context-aware applications,” IEEE Pervasive Computing, Vol.3, pp.66-74. 2004.
[26] A. Meliones, D. Economou, and I. Liverezas, “Network adaptation in intelligent environements,” in proceedings of the 2010 6th International Conference on Intelligent Environments, pp.225-230. 2010.
[27] N. Papadopoulos, A. Meilones, D.Economou, I. Karras, and I. Liverezas, “A connected home platform and development framework for smart home control applications,” IEEE International Conference on Industrial Informatics, INDIN, pp.402-409. 2009.
[28] Brooks and A. Rodney, “Intelligent room project,” in proceedings of the International Conference on Cognitive Technology, pp.271-278. 1997.
[29] 台灣大學智慧科技創新與整合中心Insight Center http://insight.ntu.edu.tw/
[30] Control4 http://control4.com/
[31] Crestron http://www.crestron.com/
[32] Google Android@Home http://www.androidathome.com/
[33] A. Schmidt, “There is more to context than location,” Computers and Graphics, Vol.23, pp.893-901. 1999.
[34] B. Schilit, N. Adams, and R. Want, “Context-aware computing applications,” in Proceedings of IEEE Workshop on Mobile Computing Systems and Applications, pp. 85-90. 1994.
[35] G. Chen and D. Kotz, “A survey of context-aware mobile computing research,” Dartmouth Computer Science Technical Report, pp.1-16. 2000.
[36] K. Henricksen and J. Indulska, “Modelling and using imperfect context information,” in proceedings of the 2nd IEEE Annual Conference on Pervasive Computing and Communications Workshop, pp.33-37. 2004.
[37] M. Chen, R. Huang, Y. Zhang, and H.-C. Chao, “A smart RFID system,” in proceedings of the 18th IEEE International Workshop on Quality of Service, IWQoS, 2010.
[38] S.A. Zaki, M.A. Hana, and Y.K. Helmy, “SCAMRA : Simulated context-aware meeting room application,” in proceedings of the 10th IEEE International Symposium on Signal Processing and Information Technology, ISSPIT, pp56-60. 2011.
[39] M. Kolberg, E.H. Magill, and M, Wilson, “Compatibility issue between services supporting networked appliances,” IEEE Magazine on Communications, Vol.41, pp.136-147. 2003.
[40] M. Sando and R. Hishiyama, “Human-centered planning for adaptive user situation in ambient intelligence environment,” Lecture Notes in Computer Science, Vol.7047, pp.520-531. 2011.
[41] L.D. Val, M.I. Jimenez, A. Izquierdo-Fuente, J.J. Villacorta-Calvo, D. Rodriguez, R.D.L. Rosa, and M. Raboso, "Supervision and access control system for disabled person's homes," Lecture Notes in Computer Science, LNCS, Vol.5518, pp.675-678. 2009.
[42] Z. Wei, S. Qin, D. Jia, and Y. Yang, "Research and design of cloud architecture for smart home," in proceedings of the IEEE International Conference on Software Engineering and Service Sciences, ICESS, pp.86-89. 2010.
[43] K.-L. Su, S.-H. Chia, S.-V. Shiau, and J.-H. Guo, “Develop a module based security system for intelligent home,” in proceedings of the 14th International Symposium on Artificial Life and Robotics, AROB, 2009.
[44] R. Wang, “An introduction to RFID technology,” IEEE Pervasive Computing, Vol.5, pp.25-33. 2006.
[45] L. Barkuus and A. Dey, “Is context-aware computing taking control away from the user? Three levels of interactivity examined,” in proceedings of the Ubicomp, pp.150-165. 2003.
[46] G. Kortuem, F. Kawsar, V. Sundramoorthy, and D. Fitton, “Smart objects as building blocks for the internet of things.” IEEE Internet Computing, pp.44-51. 2010.
[47] A. Bikakis and G. Antoniou, “Rule-based contextual reasoning in ambient intelligence,” Lecture Notes in Computer Science, Vol.6403, pp.74~88. 2010.
[48] C.-Y. Leong, A.R.Ramli, and T. Perumal, “A rule-based framework for heterogeneous subsystems management in smart home environment,” IEEE Transactions on Consumer Electronics, Vol.55, pp.1208-1213. 2009.
[49] G. Antoniou, A. Bikakis, A. Karamolegou, N. Papachristodoulou, and M. Stratakis, ”A context-aware meeting alert using semantic web and rule technology,” International Journal of Metadata, Semantics and Ontologies, Vol.2, pp.147-156. 2007.
[50] E. Wong, L.Bumell, and C. Hannon, “An active architecture for managing events in pervasive computing environments,” 7th International Florida Artificial Intelligence Research Society Conference, Vol.1, pp.405-410. 2004.
[51] Y.-S. Chen, I.-C. Chen ,and W.-H. Chang, “Context-aware services based on OSGi for smart homes,” in proceedings of the 3rd IEEE International Conference on Ubi-Media Computing, pp.38-43. 2010.
[52] T. Patkos, I. Chrysakis, A. Bikakis, D. Plexousakis, and G. Antonious, “A reasoning framework for ambient intelligence,” Lecture Notes in Computer Science, Vol.6040, pp. 231-222. 2010.
[53] Y. Yu, B. Krishnamacharim, and V.K. Prasanna, “Issue in designing middleware for wireless sensor networks,” IEEE on Network, Vol.18, pp.15-21. 2004.
[54] L.-W. Yeh, Y.-C. Wang, and Y.-C. Tseng, “iPower : an energy conservation system for intelligent buildings by wireless sensor networks,” Int’ 1 J. of Sensor Networks, Vol.5, pp.1-10. 2009.
[55] W.B. Heinzelman, A.L. Murphy, H.S. Carvalho, and M.A. Perillo, “Middleware to support sensor network application,” IEEE on Network, Vol.18, pp.6-14. 2004.
[56] M. Son, J. Kim, D. Shin, and D. Shin, “Research on smart multi-agent middleware for RFID-based ubiquitous computing environment,” Lecture Note in Computer Science, Vol.4088, pp.787-792. 2006.
[57] A. Fasbender, M. Gerdes, J. Hjelm, B. Kvarnstrom, J. Petersson, and R. Skog, “Virtually at home : high-performance access to personal media,” Ericsson Review, Vol.85, pp.58-63. 2008.
[58] D.-O. Kang, K. Kang, S. Choi, and J. Lee, “UPnP AV architectural multimedia with a home gateway powered by the OSGi platform,” IEEE Transaction on Consumer Electronic, Vol.51, pp87-93. 2005.
[59] S. Sahin, M.R. Tolun, and R. Hassanpour, “Hybrid expert systems : a survey of current approaches and applications,” Expert Systems with Applications, Vol.39, pp.4609-4617. 2012.
[60] H.-S. Park and S.-B. Cho, “A modular design of Bayesian network using expert knowledge : context-aware home service robot,” Expert Systems with Applications, Vol.39, pp.2629-2642. 2012.