請用此 Handle URI 來引用此文件:
http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/27659
完整後設資料紀錄
DC 欄位 | 值 | 語言 |
---|---|---|
dc.contributor.advisor | 許永真 | |
dc.contributor.author | Wan-rong Jih | en |
dc.contributor.author | 紀婉容 | zh_TW |
dc.date.accessioned | 2021-06-12T18:14:17Z | - |
dc.date.available | 2008-09-03 | |
dc.date.copyright | 2007-09-03 | |
dc.date.issued | 2007 | |
dc.date.submitted | 2007-08-31 | |
dc.identifier.citation | [1] C. Aberg, J. Aberg, P. Lambrix, and N. Shahmehri. A platform to evaluate the technology for service discovery in the semantic web. In Proceedings of The Twenty-First National Conference on Artificial Intelligence and the Eighteenth Innovative Applications of Artificial Intelligence Conference (AAAI 2006), pages 1253 –1258, Boston, Massachusetts, USA, July 16 – 20 2006.
[2] G. D. Abowd, C.G. Atkeson, A. F. Bobick, I.A. Essa, B.MacIntyre, E. D. Mynatt, and T. E. Starner. Living laboratories: the future computing environments group at the georgia institute of technology. In Proceedings of Conference on Human Factors in Computing Systems (CHI ’00): extended abstracts on Human factors in computing systems, pages 215–216, New York, NY, USA, 2000. ACM Press. [3] G. D. Abowd, C. G. Atkeson, J. Hong, S. Long, R. Kooper, and M. Pinkerton. Cyberguide: a mobile context-aware tour guide. Wireless Networks, 3(5):421 – 433, October 1997. Special issue: mobile computing and networking: selected papers from MobiCom ’96. [4] J. E. Bardram. The java context awareness framework (JCAF) - a service infrastructure and programming framework for context-aware applications. In Proceedings of The Third International Conference of Pervasive Computing ( PERVASIVE 2005), volume 3468 of Lecture Notes in Computer Science, pages 98 – 115, Munich, Germany, May 8 – 13 2005. Springer Berlin / Heidelberg. [5] T. Berners-Lee. Semantic web road map. HTML, September 1998. [6] P. V. Biron and A. Malhotra. XML schema part 2: Datatypes second edition. http://www.w3.org/ TR/ xmlschema-2/, 28 October 2004. W3C Recommendation. [7] A. L. Blum and M. L. Furst. Fast planning through planning graph analysis. Artificial Intelligence, 90(1-2):281–300, February 1997. [8] F. Bry, F. A. Ries, and S. Spranger. CaTTS: calendar types and constraints for web applications. In Proceedings of the 14th international conference on World Wide Web (WWW ’05), pages 702–711, New York, NY, USA, 2005. ACM Press. [9] L. Capra, W. Emmerich, and C. Mascolo. CARISMA: Context-aware reflective mIddleware system for mobile applications. IEEE Transactions on Software En gineering, 29(10):929 – 945, 2003. [10] K.-h. Chang, S.-y. Liu, H.-h. Chu, J. Y.-j. Hsu, C. Chen, T.-y. Lin, and P. Huang. Dietary-aware dining table: Observing dietary behaviors over tabletop surface. Pervasive Computing, 3968:366 – 382, May 7-10 2006. [11] D. Chen, R. Malkin, and J. Yang. Multimodal detection of human interaction events in a nursing home environment. In Proceedings of the 6th international conference on Multimodal interfaces (ICMI ’04), pages 82–89, New York, NY, USA, 2004. ACM Press. [12] H. Chen, T. Finin, and A. Joshi. Ontologies for Agents: Theory and Experiences, chapter The SOUPA Ontology for Pervasive Computing, pages 233–258. Whitestein Series in Software Agent Technologies. Birkh挓挓昹auser Basel, July 2005. [13] H. Chen, T. Finin, A. Joshi, L. Kagal, F. Perich, and D. Chakraborty. Intelligent agents meet the semantic web in smart spaces. IEEE Internet Computing, 8(6):69– 79, November – December 2004. [14] H. Chen, F. Perich, D. Chakraborty, T. Finin, and A. Joshi. Intelligent agents meet semantic web in a smart meeting room. In AAMAS ’04: Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, pages 854–861, Los Alamitos, CA, USA, 2004. IEEE Computer Society. [15] H. Chen, F. Perich, T. Finin, and A. Joshi. SOUPA: Standard ontology for ubiquitous and pervasive applications. In First Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services (MobiQuitous’04), pages 258–267, August 2004. [16] M. H. Coen. Building brains for rooms: Designing distributed software agents. In Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference (AAAI 97/IAAI 97), pages 971 – 977, Providence, Rhode Island, USA, July 27-31 1997. AAAI Press / The MIT Press. [17] M. H. Coen. Design principles for intelligent environments. In Proceedings of the Fifteenth National Conference on Artificial Intelligence (AAAI98), pages 547 – 554, Madison, Wisconsin, USA, July 26-30 1998. AAAI Press. [18] S. Consolvo, P. Roessler, and B. Shelton. The carenet display: Lessons learned from an in home evaluation of an ambient display. Proceedings of the 6th In- ternationall Conference on Ubiquitous Computing (UbiComp 2004), 3205:1 – 17, 2004. [19] S. Consolvo and J. Towle. Evaluating an ambient display for the home. In CHI ’05 extended abstracts on Human factors in computing systems (CHI ’05), pages 1304–1307, New York, NY, USA, 2005. ACM Press. [20] N. Cullot, C. Parent, S. Spaccapietra, and C. Vangenot. Ontologies : A contribution to the DL/DB debate. In I. F. Cruz, V. Kashyap, S. Decker, and R. Eckstein, editors, Proceedings of The first International Workshop on Semantic Web and Databases (SWDB 2003), Co-located with VLDB 2003,, pages 109 – 129, Humboldt-Universit挓挓昹at, Berlin, Germany, September 7 – 8 2003. [21] Cycorp. OpenCyc selected vocabulary and upper ontology – spatial relations. http://www.cyc.com/ cycdoc/vocab/spatial-vocab.html, December 2002. [22] A. K. Dey. Providing architectural support for building context-aware applications. PhD thesis, Georgia Institute of Technology, 2000. Director-Gregory D. Abowd. [23] A. K. Dey, D. Salber, M. Futakawa, and G. D. Abowd. An architecture to support context-aware applications. Technical report, Georgia Institute of Technology, 1999. [24] T. Finin, Y. Labrou, and J.Mayfield. KQML as an agent communication language. Software agents, pages 291 – 316, 1997. [25] C. L. Forgy. Rete: A fast algorithm for the many pattern/many object pattern match problem. Artificial Intelligence, 19(1):17 – 37, September 1982. [26] F. Gandon and N.M. Sadeh. A semantic e-wallet to reconcile privacy and context awareness. Lecture Notes in Computer Science: The SemanticWeb - ISWC 2003, 2870:385–401, October 20-23 2003. [27] F. L. Gandon and N. M. Sadeh. Semantic web technologies to reconcile privacy and context awareness. Journal of Web Semantics, 1(3):241–260, 2004. [28] J. L. Gerberding. Healthy aging: Preventing disease and improving quality of life among older american. CDCs Healthy Aging Web Site, May 24 2007. [29] N. Hanssens, A. Kulkarni, R. Tuchida, and T. Horton. Building agent-based intelligent workspaces. In Proceedings of the International Conference on Internet Computing (IC’2002), pages 675 – 681, Las Vegas, Nevada, USA, June 24 – 27 2002. CSREA Press. [30] A. Harter, A. Hopper, P. Steggles, A. Ward, and P. Webster. The anatomy of a context-aware application. Wireless Networks, 8(2 – 3):187 – 197, March – May 2002. [31] J. R. Hobbs and F. Pan. An ontology of time for the semantic web. ACM Transactions on Asian Language Information Processing (TALIP), Special Issue on Temporal Information Processing, 3(1):66–85, March 2004. [32] S. S. Intille. Designing a home of the future. IEEE Pervasive Computing, 1(2):76– 82, April 2002. [33] M. Klusch, B. Fries, and K. Sycara. Automated semantic web service discovery with OWLS-MX. In Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems (AAMAS ’06), pages 915 – 922, Hakodate, Japan, May 8 – 12 2006. ACM Press. [34] S.-w. Lee, S.-y. Cheng, J. Y.-j. Hsu, and P. Huang. Emergency care management with location-aware services. In The First Workshop on Location Based Services for Health Care (LOCARED06), pages 1 – 6, Innsbruck, Austria, November 29 – December 1 2006. [35] H. J. Levesque, F. Pirri, and R. Reiter. Foundations for the situation calculus. Electronic Transactions on Articial Intelligence, 2(3 – 4):159–178, July – December 1998. [36] W.-H. Liau. Inhabitant tracking and service provision in an intelligent e-home via floor load sensors. Master’s thesis, Department of Computer Science and Information Engineering, National Taiwan University, July 2005. [37] C.-y. Lin and J. Y.-j. Hsu. IPARS: Intelligent portable activity recognition system via everyday objects, human movements, and activity duration. In Modeling Oth- ers from Observations (MOO 2006): Papers from the 2006 AAAI Workshop, pages 44–52, Boston, Massachusetts, USA, July 16 – 20 2006. AAAI Press. Technical Report WS-06-13. [38] H. Liu, L. Jiang, M. Parashar, and D. Silver. Rule-based visualization in the discover computational steering collaboratory. Future Generation Computer Systems, 21(1):53 – 59, 2005. [39] S. Long, D. Aust, G. Abowd, and C. Atkeson. Cyberguide: prototyping contextaware mobile applications. In Conference companion on Human factors in com- puting systems (CHI ’96), pages 293 – 294, Vancouver, British Columbia, Canada, April 13 – 18 1996. ACM Press. [40] G. Look and H. Shrobe. A plan-based mission control center for autonomous vehicles. In IUI ’04: Proceedings of the 9th international conference on Intelligent user interfaces, pages 277–279, New York, NY, USA, 2004. ACM Press. [41] D. Lymberopoulos, N. B. Priyantha, and F. Zhao. mPlatform: a reconfigurable architecture and efficient data sharing mechanism for modular sensor nodes. In T. F. Abdelzaher, L. J. Guibas, and M. Welsh, editors, Proceedings of the 6th International Conference on Information Processing in Sensor Networks (IPSN 2007), pages 128 – 137, Cambridge, Massachusetts, USA, April 25 – 27 2007. ACM Press. [42] J. Ma and P. Hayes. Primitive intervals versus point-based intervals: Rivals or allies? The Computer Journal, 49(1):32–41, 2006. [43] J.McCarthy and P. J. Hayes. Some philosophical problems from the standpoint of artificial intelligence. In B. Meltzer and D. Michie, editors, Machine Intelligence, volume 4, pages 463–502. Edinburgh University Press, San Francisco, CA, USA, 1969. reprinted in Formalization of common sense, 1990. [44] N.Milanovic and M. Malek. Current solutions for web service composition. IEEE Internet Computing, 8(6):51 – 59, November – December 2004. [45] E. D. Mynatt, J. Rowan, S. Craighill, and A. Jacobs. Digital family portraits: supporting peace of mind for extended family members. In Proceedings of the SIGCHI conference on Human factors in computing systems (CHI ’01), pages 333–340, New York, NY, USA, 2001. ACM Press. [46] N. F. Noy and M. Klein. Ontology evolution: Not the same as schema evolution. Knowledge and Information Systems, 6(4):428 – 440, 2004. [47] Open Geospatial Consortium, Inc. (OGC). OpenGIS specifications. http://www.opengeospatial.org/ standards/, 2007. [48] M. Philipose, K. P. Fishkin, M. Perkowitz, D. J. Patterson, D. Fox, H. Kautz, and D. Hahnel. Inferring activities from interactions with objects. IEEE Pervasive Computing, 3(4):50–57, 2004. [49] M. E. Pollack. Planning technology for intelligent cognitive orthotics. In Proceedings of the Sixth International Conference on Artificial Intelligence Planning and Scheduling, page 322. AAAI Press, 2002. [50] M. E. Pollack. Intelligent technology for an aging population: The use of ai to assist elders with cognitive impairment. AI Magazine, 26(2):9 – 24, Summer 2005. [51] N. B. Priyantha, H. Balakrishnan, E. D. Demaine, and S. J. Teller. Mobile-assisted localization in wireless sensor networks. In Proceedings of the Twenty-fourth Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2005), pages 172 – 183, Miami, FL, USA, March 13 – 17 2005. [52] N. B. Priyantha, A. Chakraborty, and H. Balakrishnan. The cricket locationsupport system. In Proceedings of the 6th annual international conference on Mobile computing and networking (MobiCom ’00), pages 32 – 43, New York, NY, USA, 2000. ACM Press. [53] S. Ran. A model for web services discovery with qos. ACM SIGecom Exchanges, 4(1):1 – 10, Spring 2003. [54] R. Reiter. The frame problem in situation the calculus: a simple solution (sometimes) and a completeness result for goal regression. In V. Lifschitz, editor, Artificial intelligence and mathematical theory of computation: papers in honor of John McCarthy, pages 359–380. Academic Press Professional, Inc., San Diego, CA, USA, 1991. [55] F. Reitsma. Semantic geoStuff. http://www.mindswap .org / 2004/ geo/ geoStuff.shtml, 2004. Maryland Information and Network Dynamics Lab Semantic Web Agents Project (mindswap). [56] J. Rowan and E. D. Mynatt. Digital family portrait field trial: Support for aging in place. In Proceedings of the SIGCHI conference on Human factors in computing systems (CHI 2005), pages 521–530, New York, NY, USA, 2005. ACM Press. [57] D. Salber, A. K. Dey, and G. D. Abowd. The context toolkit: aiding the development of context-enabled applications. In CHI ’99: Proceedings of the SIGCHI conference on Human factors in computing systems, pages 434–441, New York, NY, USA, 1999. ACM Press. [58] D. Salber, A. K. Dey, R. J. Orr, and G. D. Abowd. Designing for ubiquitous computing: A case study in context sensing. Technical Report GIT-GVU-99-29, Georgia Institute of Technology, 1999. [59] B. Schilit, N. Adams, and R. Want. Context-aware computing applications. In Proceedings of IEEE Workshop on Mobile Computing Systems and Applications, pages 85 – 90, Santa Cruz, CA, US, 1994. [60] J. Siljee, S. Vintges, and J. Nijhuis. A context architecture for service-centric systems. In T. Strang and C. Linnhoff-Popien, editors, Proceedings of The First International Workshop Location- and Context-Awareness (LoCA 2005), volume 3479 of Lecture Notes in Computer Science, pages 16 – 25, Oberpfaffenhofen, Germany, May 12 – 13 2005. Springer. [61] S. Smith and J. E. Gove. Physical changes of aging. Department of Family, Youth and Community Sciences, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida, 2005. Fact Sheet FCS 2085. [62] M. Sung and A. S. Pentland. MIThril LiveNet: Health and lifestyle networking. In Workshop on Applications of Mobile Embedded Systems (WAMES’04) at Mobisys’04, Boston, MA, June 2004. [63] K. Sycara, M. Paolucci, A. Ankolekar, and N. Srinivasan. Automated discovery, interaction and composition of semantic web services. Web Semantics: Science, Services and Agents on the World Wide Web, 1:27 – 46, 2003. [64] K. Sycara, M. Paolucci, J. Soudry, and N. Srinivasan. Dynamic discovery and coordination of agent-based semantic web services. IEEE Internet Computing, 8(3):66 – 73, 2004. [65] The American Geriatrics Society Foundation for Health in Aging (FHA). Aging in the know: Psychological and social issues. [66] U.S. Administration on Aging (AoA). Statistics on the aging population, July 12 2007. [67] R.Want, A. Hopper, V. Falc昝斪ao, and J. Gibbons. The active badge location system. ACM Transactions on Information Systems (TOIS), 10(1):91–102, January 1992. [68] R.Want and T. Pering. System challenges for ubiquitous & pervasive computing. In Proceedings of the 27th international conference on Software engineering (ICSE ’05), pages 9 – 14, New York, NY, USA, 2005. ACM Press. [69] R.Want, B. N. Schilit, N. I. Adams, R. Gold, K. Petersen, D. Goldberg, J. R. Ellis, and M.Weiser. An overview of the PARCTAB ubiquitous computing experiment. Personal Communications, 2(6):28 – 43, December 1995. [70] D.Wu, B. Parsia, E. Sirin, J.A. Hendler, and D. S. Nau. Automating DAML-S web services composition using SHOP2. In D. Fensel, K. P. Sycara, and J.Mylopoulos, editors, International Semantic Web Conference, volume 2870 of Lecture Notes in Computer Science, pages 195 – 210, Sanibel Island, FL, USA, October 20 – 23 2003. Springer. [71] H. Wu, M. Siegel, and S. Ablay. Sensor fusion for context understanding. In Proceedings of IEEE Instrumentation and Measurement Technology Conference, Anchorage, AK, USA, May 21 – 23 2002. [72] J. Yang, M. P. Papazoglou, and W.-J. Van den Heuvel. Tackling the challenges of service composition in e-marketplaces. In Proceedings of the 12th International Workshop on Research Issues in Data Engineering: Engineering E-Commerce/E- Business Systems (RIDE’02), pages 125 – 133, Washington, DC, USA, February 24 – 25 2002. IEEE Computer Society. [73] C.-w. You, Y.-C. Chen, J.-R. Chiang, P. Huang, H.-h. Chu, and S.-Y. Lau. Sensorenhanced mobility prediction for energy-efficient localization. In Proceedings of Third Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON 2006), volume 2, pages 565–574, Reston, VA, USA, 2006. | |
dc.identifier.uri | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/27659 | - |
dc.description.abstract | 過去資訊系統所有資訊流程是固定的,若面對環境的變化而需要考量新的因素時, 勢必要修改原來系統程式,造成系統建置及維護上的負擔與不便。 因此,加入環境感知因子的資訊系統, 將成為未來軟體的趨勢。由於環境感知因子隨時在改變,一個具有環境感知能力的系統,必須可以不斷偵測到這些環境因子的變化,並且能根據實際情況主動地提供服務給使用者,讓使用者在無形之中享受到系統所提供的服務。
本研究結合環境感知技術、知識本體描述 (ontology)、及人工智慧規劃(AI planning),輔以多代理人技術來達成環境感知服務整合之應用(context-aware service integration)。 我們採用多代理人架構, 結合語意網(Semantic Web)及規則式推論技術, 來建制環境感知推論機制。人工智慧規劃方法可以協助系統在眾多的服務之中找尋到合適的軟體來提供服務;當使用者所需的服務過於複雜時,也可結合數個小型服務來達到最後的目的。 | zh_TW |
dc.description.abstract | Ubiquitous computing technology plays a key role for providing context information and makes context-aware services can be delivered in a smart space. As the contextual information changing rapidly, context resources must continuously be gathered from sensors, mobile devices, and personal information softwares. Consequently, a context-aware system must be aware of such environment changes so that it can provide adaptive and proactive services to the users. In addition, all the inner computing operations have to be hidden behind the users.
This research proposes an approach to achieve the Context-aware Service Integration, which is implemented in JADE agent platform and utilizes Semantic Web technologies, to analyze the ambient contexts and contrive service plans. We integrated ontology and rule-based reasoning to automatically infer high-level contexts and deduce a goal of context-aware services. An AI planner decomposes complex services and establishes the execution plan. Agents perform the specified task to accomplish the service. Some scenarios (context-aware pill reminder, smart alarm clock, and smart furniture) demonstrate the detail functions of each agent and shows how these agents incorporate with each others. | en |
dc.description.provenance | Made available in DSpace on 2021-06-12T18:14:17Z (GMT). No. of bitstreams: 1 ntu-96-D89922014-1.pdf: 1371955 bytes, checksum: 28043a85e729bce4ae88e66adeb80d9f (MD5) Previous issue date: 2007 | en |
dc.description.tableofcontents | Acknowledgments. . . . . . . . . . . .. . . . i
List of Figures. . . . . . . . . . . .. . . . v Chapter 1 Introduction . . . . . . . . . . . .. . . . . . 1 1.1 Context-awareness in Smart Spaces . . . . . . . . . . 2 1.2 An Elder Care Example . . . . . . . . . . . . . . . . 3 1.3 Issues in Context-aware Service Integration . . . . . 6 1.3.1 Context Representation . . . . . . . . . . . . . . 7 1.3.2 Knowledge Sharing . . . . . . . . . . . . . . . . . 7 1.3.3 Context Reasoning . . . . . . . . . . . . . . . . . 8 1.3.4 Service Integration . . . . . . . . . . . . . .. . 10 1.4 Context-aware Service Integration . . . . . . . .. . 10 1.5 Thesis Contributions . . . . . . . . . . . . . . . . 11 Chapter 2 Background . . . . . . . . . . . . . . . . . . 13 2.1 Semantic Web Technology . . . . . . . . . . . . . . 13 2.2 Service-oriented Architecture . . . . . . . . . . . 13 2.2.1 Web Service . . . . . . . . . . . . . . . . . . . 14 2.2.2 Personal Services . . . . . . . . . . . . . . . . 14 2.3 Context-Aware Systems . . . . . . . . . . . . . . . 15 2.3.1 Context Models . . . . . . . . . . . . . . . . . . 16 2.4 Smart Space . . . . . . . . . . . . . . . . . . . . 18 2.5 Elderly Healthcare . . . . . . . . . . . . . . . . . 19 Chapter 3 Context-aware Service Integration . . . . . . 23 3.1 Smart Space Infrastructure . . . . . . . . . . . . . 23 3.2 System Architecture . . . . . . . . . . . . . . . . 25 3.2.1 Context-aware Reasoning . . . . . . . . . . . . . 27 3.2.2 Service Planning . . . . . . . . . . . . . . . . . 30 3.2.3 Context Knowledge Base . . . . . . . . . . . . . . 32 Chapter 4 Demonstration . . . . . .. . . . . . . . . . . 37 4.1 Smart Alarm Clock . . . . . . . . . . . . . . . . . 37 4.1.1 Context-aware Reasoning . . . . . . . . . . . . . 38 4.1.2 Service Planning . . . . . . . . . . . . . . . . . 40 4.2 An Elder Care Scenario . . . . . . . . . . . . . . . 44 4.2.1 Features . . . . . . . . . . . . . . . . . . . . . 46 4.2.2 Half Day Scenario . . . . . . . . . . . . . . . . 47 4.2.3 Smart Furniture . . . . . . . . . . . . . . . . . 49 4.2.4 Context-aware Information Services . . . . . . . . 50 4.2.5 Healthcare Services . . . . . . . .. . . . . . . . 52 Chapter 5 Concluding Remarks . . . . . . . . . . . . . . 55 Bibliography . . . . . .. . . . . .. . . . . . . . . . . 57 Appendix A Publication List. . . . . . . . . . . . . . . 67 | |
dc.language.iso | en | |
dc.title | 環境感知服務技術與應用 | zh_TW |
dc.title | Context-aware Service Integration | en |
dc.type | Thesis | |
dc.date.schoolyear | 95-2 | |
dc.description.degree | 博士 | |
dc.contributor.oralexamcommittee | 朱浩華,薛智文,王傑智,金明輝,陳文進 | |
dc.subject.keyword | 環境感知,感知因子推理,網路服務,人工智慧型規劃, | zh_TW |
dc.subject.keyword | Context-aware,context reasoning,Web service,AI planning,, | en |
dc.relation.page | 68 | |
dc.rights.note | 有償授權 | |
dc.date.accepted | 2007-08-31 | |
dc.contributor.author-college | 電機資訊學院 | zh_TW |
dc.contributor.author-dept | 資訊工程學研究所 | zh_TW |
顯示於系所單位: | 資訊工程學系 |
文件中的檔案:
檔案 | 大小 | 格式 | |
---|---|---|---|
ntu-96-1.pdf 目前未授權公開取用 | 1.34 MB | Adobe PDF |
系統中的文件,除了特別指名其著作權條款之外,均受到著作權保護,並且保留所有的權利。