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Erschienen in: Information Systems Frontiers 6/2017

23.04.2016

A fast and scalable approach for IoT service selection based on a physical service model

verfasst von: Xiongnan Jin, Sejin Chun, Jooik Jung, Kyong-Ho Lee

Erschienen in: Information Systems Frontiers | Ausgabe 6/2017

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Abstract

Information Systems (ISs) have become one of the crucial tools for various organizations in managing and coordinating business processes. Now we are entering the era of the Internet of Things (IoT). IoT is a paradigm in which real-world physical things can be connected to the Internet and provide services through the computing devices attached. The IoT infrastructure is starting to be integrated with ISs thereby diminishing the boundaries between the physical world and the business IT systems. With the development of IoT technologies, the number of connected things and their available physical services are increasing rapidly. Thus, selecting an appropriate service that satisfies a user’s requirements from such services becomes a time-consuming challenge. To address this issue, we propose a Physical Service Model (PSM) as a common conceptual model to describe heterogeneous IoT physical services. PSM contains three core concepts (device, resource, and service) and specifies their relationships. Based on the proposed PSM, we define three types of Quality of Service (QoS) attributes and rate candidate services according to user requirements. To dynamically rate QoS values and select an appropriate physical service, we propose a Physical Service Selection (PSS) method that takes a user preference and an absolute dominance relationship among physical services into account. Finally, experiments are conducted to evaluate the performance of the proposed method.

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Literatur
Zurück zum Zitat Agarwal, V., & Jalote, P. (2010). From specification to adaptation: An integrated QoS-driven approach for dynamic adaptation of web service compositions. In Proc. of IEEE Int’l Conf. Web Services (ICWS), 275–282. Agarwal, V., & Jalote, P. (2010). From specification to adaptation: An integrated QoS-driven approach for dynamic adaptation of web service compositions. In Proc. of IEEE Int’l Conf. Web Services (ICWS), 275–282.
Zurück zum Zitat Alrifai, M., Skoutas, D., & Risse, T. (2010). Selecting skyline services for QoS-based web service composition. In Proc. of Int’l World Wide Web Conf., 11–20. Alrifai, M., Skoutas, D., & Risse, T. (2010). Selecting skyline services for QoS-based web service composition. In Proc. of Int’l World Wide Web Conf., 11–20.
Zurück zum Zitat Atzori, L., Iera, A., & Morabito, G. (2010). The internet of things: a survey. Computer Networks, 54(15), 2787–2805.CrossRef Atzori, L., Iera, A., & Morabito, G. (2010). The internet of things: a survey. Computer Networks, 54(15), 2787–2805.CrossRef
Zurück zum Zitat Bandyopadhyay, D., & Sen, J. (2011). Internet of things: applications and challenges in technology and standardization. Wireless Personal Communications, 58(1), 49–69.CrossRef Bandyopadhyay, D., & Sen, J. (2011). Internet of things: applications and challenges in technology and standardization. Wireless Personal Communications, 58(1), 49–69.CrossRef
Zurück zum Zitat Bi, Z., Xu, L., & Wang, C. (2014). Internet of things for enterprise systems of modern manufacturing. IEEE Transactions on Industrial Informatics, 10(2), 1537–1546.CrossRef Bi, Z., Xu, L., & Wang, C. (2014). Internet of things for enterprise systems of modern manufacturing. IEEE Transactions on Industrial Informatics, 10(2), 1537–1546.CrossRef
Zurück zum Zitat Broll, G., Paolucci, M., Wagner, M., Rukzio, E., Schmidt, A., & Hussmann, H. (2009). Perci: pervasive service interaction with the Internet of Things. IEEE Internet Computing, 13(6), 74–81.CrossRef Broll, G., Paolucci, M., Wagner, M., Rukzio, E., Schmidt, A., & Hussmann, H. (2009). Perci: pervasive service interaction with the Internet of Things. IEEE Internet Computing, 13(6), 74–81.CrossRef
Zurück zum Zitat Cai, H., Xu, L., Xu, B., Xie, C., Qin, S., & Jiang, L. (2014). IoT-based configurable information service platform for product lifecycle management. IEEE Transactions on Industrial Informatics, 10(2), 1558–1567.CrossRef Cai, H., Xu, L., Xu, B., Xie, C., Qin, S., & Jiang, L. (2014). IoT-based configurable information service platform for product lifecycle management. IEEE Transactions on Industrial Informatics, 10(2), 1558–1567.CrossRef
Zurück zum Zitat Chan, C. Y., Jagadish, H. V., Tan, K. L., Tung, A. K., & Zhang, Z. (2006). Finding k-dominant skylines in high dimensional space. In Proc. of ACM Int’l Conf. Management of Data (SIGMOD), 503–514. Chan, C. Y., Jagadish, H. V., Tan, K. L., Tung, A. K., & Zhang, Z. (2006). Finding k-dominant skylines in high dimensional space. In Proc. of ACM Int’l Conf. Management of Data (SIGMOD), 503–514.
Zurück zum Zitat Chun, S., Jung, J., Jin, X., Cho, G., & Lee, K.-H. (2014a). Semantically enriched object identification for Internet of Things. In Proc. of IEEE Int’l Conf. Distributed Computing in Sensor Systems (DCOSS), 141–142. Chun, S., Jung, J., Jin, X., Cho, G., & Lee, K.-H. (2014a). Semantically enriched object identification for Internet of Things. In Proc. of IEEE Int’l Conf. Distributed Computing in Sensor Systems (DCOSS), 141–142.
Zurück zum Zitat Chun, S., Jung, J., Jin, X., Cho, G., Shin, J., & Lee, K.-H. (2014b). Short paper: Semantic URI-based event-driven physical mashup. In Proc. of IEEE World Forum on Internet of Things (WF-IoT), 195–196. Chun, S., Jung, J., Jin, X., Cho, G., Shin, J., & Lee, K.-H. (2014b). Short paper: Semantic URI-based event-driven physical mashup. In Proc. of IEEE World Forum on Internet of Things (WF-IoT), 195–196.
Zurück zum Zitat Compton, M., Barnaghi, P., Bermudez, L., García-Castro, R., Corcho, O., Cox, S., Graybeal, J., Hauswirth, M., Henson, C., Herzog, A., Huang, V., Janowicz, K., Kelsey, W., Phuoc, D., Lefort, L., Leggieri, M., Neuhaus, H., Nikolov, A., Page, K., Passant, A., Sheth, A., & Taylor, K. (2012). The SSN ontology of the W3C semantic sensor network incubator group. Journal of Web Semantics, 17, 25–32.CrossRef Compton, M., Barnaghi, P., Bermudez, L., García-Castro, R., Corcho, O., Cox, S., Graybeal, J., Hauswirth, M., Henson, C., Herzog, A., Huang, V., Janowicz, K., Kelsey, W., Phuoc, D., Lefort, L., Leggieri, M., Neuhaus, H., Nikolov, A., Page, K., Passant, A., Sheth, A., & Taylor, K. (2012). The SSN ontology of the W3C semantic sensor network incubator group. Journal of Web Semantics, 17, 25–32.CrossRef
Zurück zum Zitat De, S., Barnaghi, P., Bauer, M., & Meissner, S. (2011). Service modelling for the Internet of Things. In Proc. of Federated Conf. Computer Science and Information Systems (FedCSIS), 949–955. De, S., Barnaghi, P., Bauer, M., & Meissner, S. (2011). Service modelling for the Internet of Things. In Proc. of Federated Conf. Computer Science and Information Systems (FedCSIS), 949–955.
Zurück zum Zitat Dong, Z., Yian, Z., Wangbao, L., Jianhua, G., & Yunlan, W. (2010). Object service provision in Internet of Things. In Proc. of the Int’l Conf. on e-Education, e-Business, e-Management, and e-Learning (IC4E), 234–237. Dong, Z., Yian, Z., Wangbao, L., Jianhua, G., & Yunlan, W. (2010). Object service provision in Internet of Things. In Proc. of the Int’l Conf. on e-Education, e-Business, e-Management, and e-Learning (IC4E), 234–237.
Zurück zum Zitat Duan, L., & Xu, L. (2012). Business intelligence for enterprise systems: a survey. IEEE Transactions on Industrial Informatics, 8(3), 679–687.CrossRef Duan, L., & Xu, L. (2012). Business intelligence for enterprise systems: a survey. IEEE Transactions on Industrial Informatics, 8(3), 679–687.CrossRef
Zurück zum Zitat Fang, S., Xu, L., Zhu, Y., Ahati, J., Pei, H., Yan, J., & Liu, Z. (2014). An integrated system for regional environmental monitoring and management based on internet of things. IEEE Transactions on Industrial Informatics, 10(2), 1596–1605.CrossRef Fang, S., Xu, L., Zhu, Y., Ahati, J., Pei, H., Yan, J., & Liu, Z. (2014). An integrated system for regional environmental monitoring and management based on internet of things. IEEE Transactions on Industrial Informatics, 10(2), 1596–1605.CrossRef
Zurück zum Zitat Fang, S., Xu, L., Zhu, Y., Liu, Y., Liu, Z., Pei, H., Yan, J., & Zhang, H. (2015). An integrated information system for snowmelt flood early-warning based on internet of things. Information Systems Frontiers, 17(2), 321–335.CrossRef Fang, S., Xu, L., Zhu, Y., Liu, Y., Liu, Z., Pei, H., Yan, J., & Zhang, H. (2015). An integrated information system for snowmelt flood early-warning based on internet of things. Information Systems Frontiers, 17(2), 321–335.CrossRef
Zurück zum Zitat Fielding, R. T., & Taylor, R. N. (2002). Principled design of the modern Web architecture. ACM Transactions on Internet Technology, 2(2), 115–150.CrossRef Fielding, R. T., & Taylor, R. N. (2002). Principled design of the modern Web architecture. ACM Transactions on Internet Technology, 2(2), 115–150.CrossRef
Zurück zum Zitat Funk, M., Shirazi, A. S., Mayer, S., Lischke, L., & Schmidt, A. (2015). Pick from here!: An interactive mobile cart using in-situ projection for order picking. In Proc. of the ACM Int’l Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 601–609. Funk, M., Shirazi, A. S., Mayer, S., Lischke, L., & Schmidt, A. (2015). Pick from here!: An interactive mobile cart using in-situ projection for order picking. In Proc. of the ACM Int’l Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 601–609.
Zurück zum Zitat Gao, X., Xu, L., Wang, X., Li, Y., Yang, M., & Liu, Y. (2013). Workflow process modelling and resource allocation based on polychromatic sets theory. Enterprise Information Systems, 7(2), 198–226.CrossRef Gao, X., Xu, L., Wang, X., Li, Y., Yang, M., & Liu, Y. (2013). Workflow process modelling and resource allocation based on polychromatic sets theory. Enterprise Information Systems, 7(2), 198–226.CrossRef
Zurück zum Zitat Garrido, P. C., Miraz, G. M., Ruiz, I. L., & Gómez-Nieto, M. A. (2010). A model for the development of NFC context-awareness applications on Internet of Things. In Proc. of the Int’l Workshop on Near Field Communication (NFC), 9–14. Garrido, P. C., Miraz, G. M., Ruiz, I. L., & Gómez-Nieto, M. A. (2010). A model for the development of NFC context-awareness applications on Internet of Things. In Proc. of the Int’l Workshop on Near Field Communication (NFC), 9–14.
Zurück zum Zitat Girau, R., Nitti, M., & Atzori, L. (2013). Implementation of an experimental platform for the social internet of things. In Proc. of Int’l Conf. on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), 500–505. Girau, R., Nitti, M., & Atzori, L. (2013). Implementation of an experimental platform for the social internet of things. In Proc. of Int’l Conf. on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), 500–505.
Zurück zum Zitat Gnimpieba, Z. D. R., Nait-Sidi-Moh, A., Durand, D., & Fortin, J. (2015). Using Internet of Things technologies for a collaborative supply chain: application to tracking of pallets and containers. Procedia Computer Science, 56, 550–557.CrossRef Gnimpieba, Z. D. R., Nait-Sidi-Moh, A., Durand, D., & Fortin, J. (2015). Using Internet of Things technologies for a collaborative supply chain: application to tracking of pallets and containers. Procedia Computer Science, 56, 550–557.CrossRef
Zurück zum Zitat Haller, S., Serbanati, A., Bauer, M., & Carrez, F. (2013). A domain model for the Internet of Things. In Proc. of IEEE Int’l Conf. on Internet of Things (iThings), 411–417. Haller, S., Serbanati, A., Bauer, M., & Carrez, F. (2013). A domain model for the Internet of Things. In Proc. of IEEE Int’l Conf. on Internet of Things (iThings), 411–417.
Zurück zum Zitat Han, H., Kim, Y., Shin, D., & Lee, K.-H. (2012). Semantic web services discovery based on I/O message relations. International Journal of Web and Grid Services, 8(4), 335–360.CrossRef Han, H., Kim, Y., Shin, D., & Lee, K.-H. (2012). Semantic web services discovery based on I/O message relations. International Journal of Web and Grid Services, 8(4), 335–360.CrossRef
Zurück zum Zitat Hur, K., Jin, X., & Lee, K.-H. (2015). Automated deployment of IoT services based on semantic description. In Proc. of IEEE World Forum on Internet of Things (WF-IoT), 40–45. Hur, K., Jin, X., & Lee, K.-H. (2015). Automated deployment of IoT services based on semantic description. In Proc. of IEEE World Forum on Internet of Things (WF-IoT), 40–45.
Zurück zum Zitat Jang, J., Shin, D., & Lee, K.-H. (2006). Fast quality driven selection of composite web services. In Proc. of European Conf. on Web Services (ECOWS), 87–98. Jang, J., Shin, D., & Lee, K.-H. (2006). Fast quality driven selection of composite web services. In Proc. of European Conf. on Web Services (ECOWS), 87–98.
Zurück zum Zitat Jin, X., Chun, S., Jung, J., & Lee, K.-H. (2014). IoT service selection based on physical service model and absolute dominance relationship. In Proc. of Int’l Conf. on Service-Oriented Computing and Applications (SOCA), 65–72. Jin, X., Chun, S., Jung, J., & Lee, K.-H. (2014). IoT service selection based on physical service model and absolute dominance relationship. In Proc. of Int’l Conf. on Service-Oriented Computing and Applications (SOCA), 65–72.
Zurück zum Zitat Jin, X., Hur, K., Chun, S., Kim, M., & Lee, K.-H. (2015). Automated Mashup of CoAP services on the Internet of Things. In Proc. of IEEE World Forum on Internet of Things (WF-IoT), 262–267. Jin, X., Hur, K., Chun, S., Kim, M., & Lee, K.-H. (2015). Automated Mashup of CoAP services on the Internet of Things. In Proc. of IEEE World Forum on Internet of Things (WF-IoT), 262–267.
Zurück zum Zitat Jung, J., Chun, S., & Lee, K.-H. (2015). Hypergraph-based overlay network model for the Internet of Things. In Proc. of IEEE World Forum on Internet of Things (WF-IoT), 104–109. Jung, J., Chun, S., & Lee, K.-H. (2015). Hypergraph-based overlay network model for the Internet of Things. In Proc. of IEEE World Forum on Internet of Things (WF-IoT), 104–109.
Zurück zum Zitat Kirtsis, D. (2011). Closed-loop PLM for intelligent products in the era of the internet of things. Computer-Aided Design, 43(5), 479–501.CrossRef Kirtsis, D. (2011). Closed-loop PLM for intelligent products in the era of the internet of things. Computer-Aided Design, 43(5), 479–501.CrossRef
Zurück zum Zitat Lane, N. D., Georgiev, P., & Qendro, L. (2015). DeepEar: Robust smartphone audio sensing in unconstrained acoustic environments using deep learning. In Proc. of the ACM Int’l Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 283–294. Lane, N. D., Georgiev, P., & Qendro, L. (2015). DeepEar: Robust smartphone audio sensing in unconstrained acoustic environments using deep learning. In Proc. of the ACM Int’l Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 283–294.
Zurück zum Zitat Li, S., Xu, L., & Zhao, S. (2015a). The internet of things: a survey. Information Systems Frontiers, 17(2), 243–259.CrossRef Li, S., Xu, L., & Zhao, S. (2015a). The internet of things: a survey. Information Systems Frontiers, 17(2), 243–259.CrossRef
Zurück zum Zitat Li, X., Shen, J., Ma, W., & Zhang, W. (2015b). The effect of business ties and government ties on new IT venture growth: an empirical examination in China. Information Technology and Management, 1–17. Li, X., Shen, J., Ma, W., & Zhang, W. (2015b). The effect of business ties and government ties on new IT venture growth: an empirical examination in China. Information Technology and Management, 1–17.
Zurück zum Zitat Moghaddam, M., & Davis, J. G. (2014). Service selection in web service composition: a comparative review of existing approaches. Web Services Foundations, 321–346. Moghaddam, M., & Davis, J. G. (2014). Service selection in web service composition: a comparative review of existing approaches. Web Services Foundations, 321–346.
Zurück zum Zitat Monakova, G., & Leymann, F. (2013). Workflow ART: a framework for multidimensional workflow analysis. Enterprise Information Systems, 7(1), 133–166.CrossRef Monakova, G., & Leymann, F. (2013). Workflow ART: a framework for multidimensional workflow analysis. Enterprise Information Systems, 7(1), 133–166.CrossRef
Zurück zum Zitat Nakamura, S., Shigaki, S., Hiromori, A., Yamaguchi, H., & Higashino, T. (2015). A model-based approach to support smart and social home living. In Proc. of the ACM Int’l Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 1101–1105. Nakamura, S., Shigaki, S., Hiromori, A., Yamaguchi, H., & Higashino, T. (2015). A model-based approach to support smart and social home living. In Proc. of the ACM Int’l Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 1101–1105.
Zurück zum Zitat Pang, Z., Chen, Q., Han, W., & Zheng, L. (2015). Value-centric design of the internet-of-things solution for food supply chain: value creation, sensor portfolio and information fusion. Information Systems Frontiers, 17(2), 289–319.CrossRef Pang, Z., Chen, Q., Han, W., & Zheng, L. (2015). Value-centric design of the internet-of-things solution for food supply chain: value creation, sensor portfolio and information fusion. Information Systems Frontiers, 17(2), 289–319.CrossRef
Zurück zum Zitat Pencheva, E., & Atanasov, I. (2014). Engineering of web services for internet of things applications. Information Systems Frontiers, 1–16. Pencheva, E., & Atanasov, I. (2014). Engineering of web services for internet of things applications. Information Systems Frontiers, 1–16.
Zurück zum Zitat Qiu, X., Luo, H., Xu, G., Zhong, R., & Huang, G. Q. (2015). Physical assets and service sharing for IoT-enabled Supply Hub in Industrial Park (SHIP). International Journal of Production Economics, 159, 4–15.CrossRef Qiu, X., Luo, H., Xu, G., Zhong, R., & Huang, G. Q. (2015). Physical assets and service sharing for IoT-enabled Supply Hub in Industrial Park (SHIP). International Journal of Production Economics, 159, 4–15.CrossRef
Zurück zum Zitat Rabbi, M., Aung, M. H., Zhang, M., & Choudhury, T. (2015). MyBehavior: automatic personalized health feedback from user behaviors and preferences using smartphones. In Proc. of the ACM Int’l Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 707–718. Rabbi, M., Aung, M. H., Zhang, M., & Choudhury, T. (2015). MyBehavior: automatic personalized health feedback from user behaviors and preferences using smartphones. In Proc. of the ACM Int’l Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 707–718.
Zurück zum Zitat Rahman, T., Adams, A. T., Ravichandran, R. V., Zhang, M., Patel, S. N., Kientz, J. A., & Choudhury, T. (2015). Dopplesleep: A contactless unobtrusive sleep sensing system using short-range doppler radar. In Proc. of the ACM Int’l Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 39–50. Rahman, T., Adams, A. T., Ravichandran, R. V., Zhang, M., Patel, S. N., Kientz, J. A., & Choudhury, T. (2015). Dopplesleep: A contactless unobtrusive sleep sensing system using short-range doppler radar. In Proc. of the ACM Int’l Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 39–50.
Zurück zum Zitat Sun, X., Lu, Z., Hu, W., & Cao, G. (2015). SymDetector: detecting sound-related respiratory symptoms using smartphones. In Proc. of the ACM Int’l Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 97–108. Sun, X., Lu, Z., Hu, W., & Cao, G. (2015). SymDetector: detecting sound-related respiratory symptoms using smartphones. In Proc. of the ACM Int’l Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 97–108.
Zurück zum Zitat Tan, W., Chen, S., Li, J., Li, L., Wang, T., & Hu, X. (2014). A trust evaluation model for E‐learning systems. Systems Research and Behavioral Science, 31(3), 353–365.CrossRef Tan, W., Chen, S., Li, J., Li, L., Wang, T., & Hu, X. (2014). A trust evaluation model for E‐learning systems. Systems Research and Behavioral Science, 31(3), 353–365.CrossRef
Zurück zum Zitat Whitmore, A., Agarwal, A., & Xu, L. (2014). The Internet of things-a survey of topics and trends. Information Systems Frontiers, 1–14. Whitmore, A., Agarwal, A., & Xu, L. (2014). The Internet of things-a survey of topics and trends. Information Systems Frontiers, 1–14.
Zurück zum Zitat Wu, Q., Iyengar, A., Subramanian, R., Rouvellou, I., Silva-Lepe, I., & Mikalsen, T. (2009). Combining quality of service and social information for rating services. In Proc. of Int’l Conf. Service-Oriented Computing (ICSOC), 561–575. Wu, Q., Iyengar, A., Subramanian, R., Rouvellou, I., Silva-Lepe, I., & Mikalsen, T. (2009). Combining quality of service and social information for rating services. In Proc. of Int’l Conf. Service-Oriented Computing (ICSOC), 561–575.
Zurück zum Zitat Xu, L. (2011). Information architecture for supply chain quality management. International Journal of Production Research, 49(1), 183–198.CrossRef Xu, L. (2011). Information architecture for supply chain quality management. International Journal of Production Research, 49(1), 183–198.CrossRef
Zurück zum Zitat Xu, E., Wermus, M., & Bauman, D. B. (2011). Development of an integrated medical supply information system. Enterprise Information Systems, 5(3), 385–399.CrossRef Xu, E., Wermus, M., & Bauman, D. B. (2011). Development of an integrated medical supply information system. Enterprise Information Systems, 5(3), 385–399.CrossRef
Zurück zum Zitat Xu, L., Wang, C., Bi, Z., & Yu, J. (2012). AutoAssem: an automated assembly planning system for complex products. IEEE Transactions on Industrial Informatics, 8(3), 669–678.CrossRef Xu, L., Wang, C., Bi, Z., & Yu, J. (2012). AutoAssem: an automated assembly planning system for complex products. IEEE Transactions on Industrial Informatics, 8(3), 669–678.CrossRef
Zurück zum Zitat Xu, B., Xu, L., Cai, H., Xie, C., Hu, J., & Bu, F. (2014). Ubiquitous data accessing method in IoT-based information system for emergency medical services. IEEE Transactions on Industrial Informatics, 10(2), 1578–1586.CrossRef Xu, B., Xu, L., Cai, H., Xie, C., Hu, J., & Bu, F. (2014). Ubiquitous data accessing method in IoT-based information system for emergency medical services. IEEE Transactions on Industrial Informatics, 10(2), 1578–1586.CrossRef
Zurück zum Zitat Yan, H., Xu, L. D., Bi, Z., Pang, Z., Zhang, J., & Chen, Y. (2015). An emerging technology–wearable wireless sensor networks with applications in human health condition monitoring. Journal of Management Analytics, 2(2), 121–137.CrossRef Yan, H., Xu, L. D., Bi, Z., Pang, Z., Zhang, J., & Chen, Y. (2015). An emerging technology–wearable wireless sensor networks with applications in human health condition monitoring. Journal of Management Analytics, 2(2), 121–137.CrossRef
Zurück zum Zitat Yin, Y. H., Xie, J. Y., Xu, L., & Chen, H. (2012). Imaginal thinking-based human-machine design methodology for the configuration of reconfigurable machine tools. IEEE Transactions on Industrial Informatics, 8(3), 659–668.CrossRef Yin, Y. H., Xie, J. Y., Xu, L., & Chen, H. (2012). Imaginal thinking-based human-machine design methodology for the configuration of reconfigurable machine tools. IEEE Transactions on Industrial Informatics, 8(3), 659–668.CrossRef
Zurück zum Zitat Yu, Q., & Bouguettaya, A. (2013). Efficient service skyline computation for composite service selection. IEEE Transactions on Knowledge and Data Engineering, 25(4), 776–789.CrossRef Yu, Q., & Bouguettaya, A. (2013). Efficient service skyline computation for composite service selection. IEEE Transactions on Knowledge and Data Engineering, 25(4), 776–789.CrossRef
Zurück zum Zitat Zhang, S., Dou, W., & Chen, J. (2013). Selecting Top-k composite web services using preference-aware dominance relationship. In Proc. of IEEE Int’l Conf. Web Services (ICWS), 75–82. Zhang, S., Dou, W., & Chen, J. (2013). Selecting Top-k composite web services using preference-aware dominance relationship. In Proc. of IEEE Int’l Conf. Web Services (ICWS), 75–82.
Metadaten
Titel
A fast and scalable approach for IoT service selection based on a physical service model
verfasst von
Xiongnan Jin
Sejin Chun
Jooik Jung
Kyong-Ho Lee
Publikationsdatum
23.04.2016
Verlag
Springer US
Erschienen in
Information Systems Frontiers / Ausgabe 6/2017
Print ISSN: 1387-3326
Elektronische ISSN: 1572-9419
DOI
https://doi.org/10.1007/s10796-016-9650-1

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