jict-140503141914050314195907CMV Verlagkhoffmann@cmv-verlag.comCMV VerlagJournal of Information and Communication Technologyjict2717-041141820201035PaymanMoallemmehrdadsadeghi haririMAHDIhashemi418202011410.66224/jict.6561.10.35.1http://jour.aicti.ir/fa/Article/6561http://jour.aicti.ir/fa/Article/Download/6561http://jour.aicti.ir/fa/Article/Download/6561http://jour.aicti.ir/fa/Article/Download/6561http://jour.aicti.ir/fa/Article/Download/6561http://jour.aicti.ir/fa/Article/Download/6561http://jour.aicti.ir/fa/Article/Download/6561http://jour.aicti.ir/fa/Article/Download/65611.M. Melanie, “An Introduction to Genetic Algorithms,” Massachusett's MIT Press, 34(7):pp.1-9, 1999. 2.L. A. Ingber, “Simulated annealing: practice versus theory,” J. Math. Comput. Modell., 18(11):pp. 29–57, 1993. 3.Kennedy, J., Eberhart, R.C.: Particle Swarm Optimization. Proceedings of IEEE, 1942– 1948 (1995) 4.M. Dorigo, V. Maniezzo and A. Colorni, “The ant system: optimization by a colony of cooperating agents,” IEEE Transaction System Man Cybern, B 26(1):pp. 29–41, 1996. 5.B. Franklin and M. Bergerman, “Cultural Algorithms: Concepts and Experiments,” In Proceedings of the IEEE Congress on Evolutionary Computation, 2: pp. 1245–1251, 2000. 6.R. Storn and K. Price, “Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces,” Journal of Global Optimization, 11(4):pp. 341–359, 1997. 7.K. Lee and Z. Geem, “A new structural optimization method based on the harmony search algorithm,” Computers and Structures, 82:781-98, 2004. 1.M. Melanie, “An Introduction to Genetic Algorithms,” Massachusett's MIT Press, 34(7):pp.1-9, 1999. 2.L. A. Ingber, “Simulated annealing: practice versus theory,” J. Math. Comput. Modell., 18(11):pp. 29–57, 1993. 3.Kennedy, J., Eberhart, R.C.: Particle Swarm Optimization. Proceedings of IEEE, 1942– 1948 (1995) 4.M. Dorigo, V. Maniezzo and A. Colorni, “The ant system: optimization by a colony of cooperating agents,” IEEE Transaction System Man Cybern, B 26(1):pp. 29–41, 1996. 5.B. Franklin and M. Bergerman, “Cultural Algorithms: Concepts and Experiments,” In Proceedings of the IEEE Congress on Evolutionary Computation, 2: pp. 1245–1251, 2000. 6.R. Storn and K. Price, “Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces,” Journal of Global Optimization, 11(4):pp. 341–359, 1997. 7.K. Lee and Z. Geem, “A new structural optimization method based on the harmony search algorithm,” Computers and Structures, 82:781-98, 2004. 8.E. Rashedi, H. Nezamabadi-pour and S. Saryazdi, “A Gravitational Search Algorithm,” Information Science, Special Section on High Order Fuzzy Sets, 179(13): pp. 2232-2248, 2009. 9.Brownlee, J., Clever Algorithms: Nature-Inspired Pro Recipes, LuLu Enterprises Incorporated, (1st Edition), 2011. 10.Kaveh A, Talatahari S. Novel heuristic optimization method: Charged system search, Acta Mechanica, doi: 10.1007/s00707-009-0270-4, 2010. 11.Atashpaz-Gargari, E. and Lucas, C., "Imperialist Competitive Algorithm: An Algorithm for Optimization Inspired by Imperialistic Competition", IEEE Congress on Evolutionary Computation (CEC), pp. 4661-4667, 2007. 12.Talatahari, S. and Farahmand Azar, B. and Sheikholeslami, R. and Gandomi, A.H., "Imperialist competitive algorithm combined with chaos for global optimization", Commun. Nonl. Sci. Numer. Simulat., vol. 17, pp. 1312-1319, 2012. 13.Kaveh, A. and Talataheri, S., "Optimum design of skeletal structures using imperialist competitive algorithm", computers & structures journal, vol. 88(21), pp. 1220-1229, 2010. 14.H. Bahrami, K. Faez, M. Abdechiri, “Imperialist Competitive Algorithm using Chaos Theory for Optimization,” UKSim-AMSS 12th International Conference on Computer Modeling and Simulation, 2010. 15.M. Abdechiri, K. Faez and H. Bahrami, “Neural Network Learning based on Chaotic Imperialist Competitive Algorithm,” The 2nd International Workshop on Intelligent System and Applications (ISA2010), 2010. 16.Abdechiri, M. and Faez, K. and Bahrami, H., "Adaptive Imperialist Competitive Algorithm (AICA)", 9th IEEE International Conference on Cognitive Informatics (ICCI), pp. 940-945, 2010. 17.Coelho, L. D. and Afonso, L. and Alotto, P., "A Modified Imperialist Competitive Algorithm for Optimization in Electromagnetics", IEEE Transactions on Magnetics, vol. 48, pp. 579-582, 2012 14.H. Bahrami, K. Faez, M. Abdechiri, “Imperialist Competitive Algorithm using Chaos Theory for Optimization,” UKSim-AMSS 12th International Conference on Computer Modeling and Simulation, 2010. 15.M. Abdechiri, K. Faez and H. Bahrami, “Neural Network Learning based on Chaotic Imperialist Competitive Algorithm,” The 2nd International Workshop on Intelligent System and Applications (ISA2010), 2010. 16.Abdechiri, M. and Faez, K. and Bahrami, H., "Adaptive Imperialist Competitive Algorithm (AICA)", 9th IEEE International Conference on Cognitive Informatics (ICCI), pp. 940-945, 2010. 17.Coelho, L. D. and Afonso, L. and Alotto, P., "A Modified Imperialist Competitive Algorithm for Optimization in Electromagnetics", IEEE Transactions on Magnetics, vol. 48, pp. 579-582, 2012 14.H. Bahrami, K. Faez, M. Abdechiri, “Imperialist Competitive Algorithm using Chaos Theory for Optimization,” UKSim-AMSS 12th International Conference on Computer Modeling and Simulation, 2010. 15.M. Abdechiri, K. Faez and H. Bahrami, “Neural Network Learning based on Chaotic Imperialist Competitive Algorithm,” The 2nd International Workshop on Intelligent System and Applications (ISA2010), 2010. 16.Abdechiri, M. and Faez, K. and Bahrami, H., "Adaptive Imperialist Competitive Algorithm (AICA)", 9th IEEE International Conference on Cognitive Informatics (ICCI), pp. 940-945, 2010. 17.Coelho, L. D. and Afonso, L. and Alotto, P., "A Modified Imperialist Competitive Algorithm for Optimization in Electromagnetics", IEEE Transactions on Magnetics, vol. 48, pp. 579-582, 2012 18.Soltani-Sarvestani, M. A. and Lotfi, S. and Ramezani, F., "Quad Countries Algorithm (QCA)", Lecture Notes in Computer Science, vol. 7198, pp. 119-129, 2012. 19.Kaveh, A. and Talataheri, S., "Imperialist Competitive Algorithm For Engineering Design Problems", Asian Journal Of Civil Engineering, vol. 11, pp. 675-697, 2010. 20.Sigillito, V.G., Wing, S.P., Hutton, L.V., and Baker, K.B. (1989), ‘Classification of Radar Returns from the Ionosphere using Neural Networks’, Johns Hopkins APL Technical Digest, 10, 262–266. 21.Gorman, R.P., and Sejnowski, T.J. (1988), ‘Analysis of Hidden Units in a Layered Network Trained to Classify Sonar Targets’, Neural Networks, 1, 75–89.baharehasadimidiareshadiAhmadkhademzademostafakarbasi4182020152610.66224/jict.6562.10.35.15http://jour.aicti.ir/fa/Article/6562http://jour.aicti.ir/fa/Article/Download/6562http://jour.aicti.ir/fa/Article/Download/6562http://jour.aicti.ir/fa/Article/Download/6562http://jour.aicti.ir/fa/Article/Download/6562http://jour.aicti.ir/fa/Article/Download/6562http://jour.aicti.ir/fa/Article/Download/6562http://jour.aicti.ir/fa/Article/Download/65621.Shacham A, Bergmen K, Carloni LP (2008) Photonic Network-on-Chip for Future Generations of Chip Multiprocessors. IEEE Trans Comput 57: 1246-1260. doi: 10.1109/TC.2008.78 2.Hung MK, Yaoyao Y, Xiaowen W, Wei Z, Weichen L, Jiang X (2010) A Hierarchical Hybrid Optical-Electronic Network-on-Chip. In Proc IEEE Compute SOC Ann Symp 327-332. doi: 10.1109/ISVLSI.2010.17 3.Miller DAB (2009) Device Requirements for Optical Interconnects to Silicon Chips. Proc. IEEE 977:1166-1185. doi: 10.1109/JPROC.2009.2014298 4.Lee BG, Biberman A, Chan J, Bergmen K (2010) High-Performance Modulators and Switches for Silicon Photonic-Network-on-Chip. IEEE J. Sel. Topics Quantum Electron 16: 6-22. doi: 10.1109/JSTQE.2009.2028437 5.Min R, Ji R, Chen Q, Zhang L (2012) A Universal Method for Constructing N-Port Nonblocking Optical Router for Photonic Networks-on-Chip. Journal of Lightwave Technology 30: 3736-3741. doi: 10.1109/JLT.2012.2227945 6.Beausoleil RG, Kuekes PJ, Snider GS, Yuan WS, Williams RS (2008) Nanoelectronic and Nanophotonic Interconnect. Proceeding of the IEEE 96: 230-247. doi: 10.1109/JPROC.2007.911057 7.Xie Y, Nikdast M, Xu J, Wu X, Zhang W, Ye Y, Wang X, Wang Z, Liu W (2012) Formal Worst-Case Analysis of Crosstalk Noise in Mesh-Based Optical Networks-on-Chip. IEEE Transaction on very large Scale integration (VLSI) Systems 21:1823-1836. doi: 10.1109/TVLSI.2012.2220573 8.Chan J, Hendry G, Bergman K, Carloni LP (2011) Physical-Layer Modeling and System-Level Design of Chip-scale Photonic Interconnection Networks. Computer-Aided Design of Integrated Circuits and Systems, IEEE Trans, 30: 337-345. doi: 10.1109/TCAD.2011.2157157 9.Biberman A, Preston K, Hendry G, Sherwood N, Chan J, Levy JS, Lipson M, Bergman K (2011) Photonic Network-on-Chip Architectures Using Multilayer Deposited Silicon Materials for High-Performance Chip Multiprocessor. J. Emerge Techno Compute Syst 7:1-25. doi: 10.1145/1970406.1970409 10.Pan Y, Kumar P, Kim J, Memik G, Zhang Y, Choudhary A (2009) Firefly: Illuminating Future Network-on-Chip with Nanophotonics. Presented at the Proceedings of the 36th Annual International Symposium on Computer Architecture Austin Texas USA 429-440. 11.Hatamirad M, Reza A, Shabani H, Niazmand B, Reshadi M (2012) Loss-Aware Router Design Approach for Dimension-ordered Routing Algorithms in Photonic Networks-on-Chip. IJCSI International Journal of Computer Science Issues 9: 337-345. 12.Xie Y, Nikdast M, Xu J, Zhang W, Li Q, Wu X, Ye Y, Wang X, Liu W (2010) Crosstalk Noise and Bit Error Rate Analysis for Optical Network-on-Chip. DAC’10 Anaheim California USA 657-660. 13.Shacham A, Hendry G, Bergman K, Carloni LP (2007) On the Design of a Photonic Network-on-Chip. In networks-on-chip first International Symposium 53-64. 14.Gu H, Hung KM, Xu J, Zhang W (2009) A Low-power Low-cost Optical Router for Optical Networks-on-Chip in Multiprocessor System-on-Chip. IEEE Computer Society Annual Symposium on VLSI 19-24. doi: 10.1109/ISVLSI.2009.19 15.Ye Y, Wu X, Xu J, Zhang W, Nikdast M, Wang X (2012) Holistic Comparison of Optical Routers for Chip Multiprocessors. Supported by RPC11EG18 and SBI06/07. EG01-4 1-5. doi: 10.1109/ICASID.2012.6325348 16.Gu H, Xu J, Wang Z (2008) A Novel Optical Mesh Network-on-Chip for Gigascale Systems-on-chip. IEEE 1728-1731. doi: 10.1109/APCCAS.2008.4746373 17.Ji R, Yang L, Zhang L, Tian Y, Ding J, Chen H, Lu Y, Zhou P, Zhu W (2011) Five-port Optical Router for Photonic Networks-on-Chip. Optics Express, 19: 20258-202668. doi: 10.1364/OE. 19.020258 18.Shacham A, Lee BG, Chen Q, Carloni LP (2007) Photonic NoC for DMA Communications in Chip Multiprocessors. 15th IEEE Symposium on High-performance Interconnects IEEE Computer Society 29-38. doi: 10.1109/HOTI.2007.9 19.Vantrease D (2008) CORONA: System Implications of Emerging Nanophotonic Technology. In Computer Architecture, ISCA ’08. 35th International Symposium, 153-164. doi: 10.1109/ISCA.2008.35 20.Joshi A (2009) Silicon-Photonic CLOS Networks for Global on-Chips Communication. In Networks-on-Chip 3RD ACM/IEEE International Symposium, 124-133. doi: 10.1109/NOCS.2009.5071460 21.Koohi S, Abdollahi M, Hessabi S (2011) All-Optical Wavelength-Routed NoC based on a Novel Hierarchical Topology. In Networks-on-Chips (NoCs) Fifth IEEE/ACM International Symposium 97-104. 22.Sherwood-Droz N, Wang H, Chen L, Lee BG, Biberman A, Bergman K, Lipson M (2008) Optical 4*4 Hitless Silicon Router for Optical Networks-on-Chip (NoCs). Opt. Express 16:15915-15922. doi: 10.1364/OE. 16.015915 23.G (2011) Time-Division-Multiplexed Arbitration in Silicon Nanophotonic Networks-on-Chip for High Performance Chip Multiprocessors. J. Parallel Distrib Compute 71: 641-650. doi:10.1016/j.jpdc.2010.09.009 24.Wu Chan J (2012) Architecture Exploration and Design Methodologies of Photonic Interconnection Networks. Columbia University, Columbia, New York City. 25.Mo KH, Ye Y, Wu X, Zhang W, Liu W, Xu J (2010) A Hierarchical Hybrid Optical-Electronic Network-on-Chip. Presented at the proceedings of the 2010 IEEE Annual Symposium on VLSI. 26.Nikdast M, Xu J (2007) Crosstalk noise and Loss Analysis Platform (CLAP) publishing Hong Kong University of Science and Technology. http://www.ece.ust.hk/~eexu/CLAP.html. 27.Chan J, Hendry G, Biberman A, Bergman K, Carloni LP (2010) Phoenixsim: A simulator for physical-layer analysis of chip-scale photonic interconnection networks. Proceedings of the Conference on Design Automation and Test in Europe 691-696. 28.Singh A (2005) Load-balanced routing in interconnection networks. Submitted to the department of electrical engineering and the committee on graduate studies of Standford University in partial fulfillment of the requirements for the degree of Doctor of Philosophy. 29.Hendry G, Kamil S, Biberman A, Chan J, Lee B. G, Mohiyuddin M, Bergman K, Carloni L. P, Oliker L, Shalf J (2009) Analysis of Photonic Networks for a Chip Multiprocessor Using Scientific Applications. 3rd ACM/IEEE International Symposium 104-113. doi: 10.1109/NOCS.2009.5071458. 30.Hendry G (2011) Architectures and Design Automation for Photonic Networks on Chip. Submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Graduate School of Arts and Sciences Columbia University.SattarHashemishahrouzsotoudeh4182020274210.66224/jict.6563.10.35.27http://jour.aicti.ir/fa/Article/6563http://jour.aicti.ir/fa/Article/Download/6563http://jour.aicti.ir/fa/Article/Download/6563http://jour.aicti.ir/fa/Article/Download/6563http://jour.aicti.ir/fa/Article/Download/6563http://jour.aicti.ir/fa/Article/Download/6563http://jour.aicti.ir/fa/Article/Download/6563http://jour.aicti.ir/fa/Article/Download/65631. J. Zheng, C.D.S.R. Bisdikian, H. Mouftah, The internet of Things, IEEE Communications Magazine, 49(11) (2011) 30-31. 2. T. Fan, Y. Chen, A scheme of data management in the Internet of Things, in: 2010 2nd IEEE InternationalConference on Network Infrastructure and Digital Content, IEEE, 2010, pp. 110-114. 3. Y. Yu, J. Wang, G. Zhou, The exploration in the education of professionals in applied internet of things engineering, in: 2010 4th International Conference on Distance Learning and Education, IEEE, 2010, pp. 74-77. 4. Y. Huang, G. Li, Descriptive models for Internet of Things, in: Paper presented at the Intelligent Control and Information Processing (ICICIP), 2010 International Conference on, 2010. 5. K. Ashton, That ‘internet of things’ thing, RFID journal, 22(7) (2009) 97-114. 6. G.T. Ferguson, Have your objects call my objects, Harvard business review, 80(6) (2002) 138-144. 7. L. Atzori, A. Iera, G. Morabito, The internet of things: A survey, Computer networks, 54(15) (2010) 2787-2805. 8. G. Lawton, Machine-to-machine technology gears up for growth, computer, (9) (2004) 12-15. 9. A. Gandomi, M. Haider, Beyond the hype: Big data concepts, methods, and analytics, International journal of information management, 35(2) (2015) 137-144. 10. S. Zhang, S. Zhang, X. Chen, X. Huo, . Cloud computing research and development trend, in: Paper presented at the Future Networks. ICFN'10. Second International Conference on., 2010. 11. A. Al-Fuqaha, M. Guizani, M. Mohammadi, M. Aledhari, M. Ayyash, Internet of things: A survey on enabling technologies, protocols, and applications, IEEE communications surveys & tutorials, 17(4) (2015) 2347-2376. 12. A.K. Sangaiah, G. Li, A joint resource-aware and medical data security framework for wearable healthcare systems, Future Generation Computer Systems, 95 (2019) 382-391. 13. D. Vinodhan, A. Vinnarasi, IOT Based Smart Home, International Journal of Engineering and Innovative Technology (IJEIT), 10 (2016). 14. M. O’Neill, Insecurity by design: Today’s IoT device security problem, Engineering, 21(1) (2016) 48-49. 15. Q. Jing, A.V. Vasilakos, J. Wan, J. Lu, D. Qiu, Security of the Internet of Things: perspectives and challenges, Wireless Networks, 20(8) (2014) 2481-2501. 16. E. Nimmermark, A. Larsson, Comparison of IoT frameworks for the smart home, (2016). 17. G. Lobaccaro, S. Carlucci, E. Löfström, A review of systems and technologies for smart homes and smart grids, Energies, 9(5) (2016) 348. 18.H.K. Jonnalagadda, Secure Communication Scheme in Smart Home Environment, (2016). 19.F. Johari, The security of communication protocols used for Internet of Things, LU-CS-EX 2015-42, (2015). 20.F. Kausar, E. Al Eisa, I. Bakhsh, Intelligent home monitoring using RSSI in wireless sensor networks, International Journal of Computer Networks & Communications, 4(6) (2012) 33. 21.S. Marzano, The new everyday: Views on ambient intelligence, 010 Publ., 2003. 22.A. Saad al-sumaiti, M.H. Ahmed, M.M. Salama, Smart home activities: A literature review, Electric Power Components and Systems, 42(3-4) (2014) 294-305. 23.W. Granzer, W. Kastner, G. Neugschwandtner, F. Praus, A modular architecture for building automation systems, na, 2006. 24.M.A. Al-Qutayri, J.S. Jeedella, Integrated wireless technologies for smart homes applications, in: Smart Home Systems, IntechOpen, 2010. 25.B.L.R. Stojkoska, K.V. Trivodaliev, A review of Internet of Things for smart home: Challenges and solutions, Journal of Cleaner Production, 140 (2017) 1454-1464. 26.T. Heer, O. Garcia-Morchon, R. Hummen, S.L. Keoh, S.S. Kumar, K. Wehrle, Security Challenges in the IP-based Internet of Things, Wireless Personal Communications, 61(3) (2011) 527-542. 27.G. Gan, Z. Lu, J. Jiang, Internet of things security analysis, in: 2011 international conference on internet technology and applications, IEEE, 2011, pp. 1-4. 28.M. Katagi, S. Moriai, Lightweight cryptography for the internet of things, Sony Corporation, (2008) 7-10. 29.S. Babar, A. Stango, N. Prasad, J. Sen, R. Prasad, Proposed embedded security framework for internet of things (iot), in: 2011 2nd International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology (Wireless VITAE), IEEE, 2011, pp. 1-5. 30.R. Roman, P. Najera, J. Lopez, Securing the internet of things, Computer, (9) (2011) 51-58. 31.M.M. Hossain, M. Fotouhi, R. Hasan, Towards an analysis of security issues, challenges, and open problems in the internet of things, in: 2015 IEEE World Congress on Services, IEEE, 2015, pp. 21-28. 32.P. Sarigiannidis, E. Karapistoli, A.A. Economides, VisIoT: A threat visualisation tool for IoT systems security, in: 2015 IEEE International Conference on Communication Workshop (ICCW), IEEE, 2015, pp. 2633-2638. 33.H. Lin, N. Bergmann, IoT privacy and security challenges for smart home environments, Information, 7(3) (2016) 44. 34.Z.A. Almusaylim, N. Zaman, A review on smart home present state and challenges: linked to context-awareness internet of things (IoT), Wireless Networks, 25(6) (2019) 3193-3204. 35.I. Lee, K. Lee, The Internet of Things (IoT): Applications, investments, and challenges for enterprises, Business Horizons, 58(4) (2015) 431-440. 36.J. Bugeja, A. Jacobsson, P. Davidsson, On privacy and security challenges in smart connected homes, in: 2016 European Intelligence and Security Informatics Conference (EISIC), IEEE, 2016, pp. 172-175. 37.S.C. Mukhopadhyay, N. Suryadevara, Internet of things: Challenges and opportunities. In Internet of Things (pp. 1-17), Springer, 2014. 38.M. Younas, Research challenges of big data, (2019). 39.O. Olayemi, V. Antti, H. Keijo, T. Pekka, Security issues in smart homes and mobile health system: threat analysis, possible countermeasures and lessons learned, (2017). 40.R. Billure, V.M. Tayur, V. Mahesh, Internet of Things-a study on the security challenges, in: 2015 IEEE International Advance Computing Conference (IACC), IEEE, 2015, pp. 247-252. 41.A. Riahi, E. Natalizio, Y. Challal, N. Mitton, A. Iera, A systemic and cognitive approach for IoT security, in: 2014 International Conference on Computing, Networking and Communications (ICNC), IEEE, 2014, pp. 183-188. 42.C. Lee, L. Zappaterra, K. Choi, H.-A. Choi, Securing smart home: Technologies, security challenges, and security requirements, in: 2014 IEEE Conference on Communications and Network Security, IEEE, 2014, pp. 67-72. 43.H.A. Abdul-Ghani, D. Konstantas, A Comprehensive Study of Security and Privacy Guidelines, Threats, and Countermeasures: An IoT Perspective, Journal of Sensor and Actuator Networks, 8(2) (2019) 22. 44.D. Geneiatakis, I. Kounelis, R. Neisse, I. Nai-Fovino, G. Steri, G. Baldini, Security and privacy issues for an IoT based smart home, in: 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), IEEE, 2017, pp. 1292-1297. 45.M. Dabbagh, A. Rayes, Internet of things security and privacy, in: Internet of Things From Hype to Reality, Springer, 2019, pp. 211-238. 46.I. Yaqoob, E. Ahmed, M.H. ur Rehman, A.I.A. Ahmed, M.A. Al-garadi, M. Imran, M. Guizani, The rise of ransomware and emerging security challenges in the Internet of Things, Computer Networks, 129 (2017) 444-458. 47.T. Bhattasali, R. Chaki, N. Chaki, Study of security issues in pervasive environment of next generation internet of things, in: IFIP International Conference on Computer Information Systems and Industrial Management, Management, Springer, 2013, pp. 206-217. 48.P. Fremantle, A reference architecture for the internet of things, WSO2 White paper, (2014). 49.S. Chen, H. Xu, D. Liu, B. Hu, H. Wang, A vision of IoT: Applications, challenges, and opportunities with china perspective, IEEE Internet of Things journal, 1(4) (2014) 349-359. 50.I. FhG, S.H. SAP, E.H. HSG, C. Jardak, A.O. CEA, A. Serbanati, J.W. Walewski, Internet of things-architecture iot-a deliverable d1. 3–updated reference model for iot v1. 5 (2012). 51.A. Torkaman, M.A. Seyyedi, Analyzing IoT reference architecture models, International Journal of Computer Science and Software Engineering, 5(8) (2016) 154. 52.J.L. Hernández-Ramos, M.V. Moreno, J.B. Bernabé, D.G. Carrillo, A.F. Skarmeta, SAFIR: Secure access framework for IoT-enabled services on smart buildings, Journal of Computer and System Sciences, 81(8) (2015) 1452-1463 53.N. Miloslavskaya, A. Tolstoy, New SIEM System for the Internet of Things, in: In World Conference on Information Systems and Technologies (pp. 317-327) Springer, Cham. April., 2019.rezamalekiShahramMohammadi4182020435610.66224/jict.6564.10.35.43http://jour.aicti.ir/fa/Article/6564http://jour.aicti.ir/fa/Article/Download/6564http://jour.aicti.ir/fa/Article/Download/6564http://jour.aicti.ir/fa/Article/Download/6564http://jour.aicti.ir/fa/Article/Download/6564http://jour.aicti.ir/fa/Article/Download/6564http://jour.aicti.ir/fa/Article/Download/6564http://jour.aicti.ir/fa/Article/Download/65641. Mitra, S., Acharya, T. 2007. Gesture recognition: a survey. IEEE Trans Syst Man Cybern (SMC)Part C Appl Rev 37(3), pp:311–324. 2. Karam, M. 2006. A framework for research and design of gesture-based human computer interactions. PhD Thesis, University of Southampton. 3. Stefan, A., Athitsos, V., Alon, J., Sclaroff, S. 2008. Translation and scale invariant gesture recognition in complex scenes. in Proc. 1st ACM Int. Conf. PErvasive Technol. Related Assist. Environ., Art. no. 7. 4. Stern, H., Shmueli, M., Berman, S. 2013. Most discriminating segment Longest common subsequence (MDSLCS) algorithm for dynamic hand gesture classification. Pattern Recognit. Lett., vol. 34, no. 15, pp:1980–1989. 5. Elmezain, M., AlHamadi, A., Michaelis, B. 2009. Hand trajectory-based gesture spotting and recognition using HMM. In using HMM. In Proc. 16th IEEE Int.Conf. Image Process., pp: 3577–3580. 6. Doliotis, P., Stefan, A., McMurrough, C., Eckhard, D., Athitsos, V. 2011. Comparing gesture recognition accuracy using color and depth information. in Proc. 4th ACM Int. Conf. Pervasive Technol. Related Assist. Environ., Art. no. 20. 7. Mackay, D. 2003. Information Theory, Inference and Learning Algorithms. Cambridge University Press. pp. 284–292. ISBN 0-52 64298-1.MR 2012999. 8. Liu, N., Lovell, B. C., Kootsookos, P. J. 2003. Evaluation of HMM training algorithms for letter hand gesture recognition. Proceedings of the 3rd IEEE International Symposium on Signal Processing and Information Technology. 9. Rabiner, LR. 1989. A Tutorial on Hidden Markov Models and Selected Application in Speech Recognition. Proc. of the IEEE, Vol.77, No.2, pp:257—286 10. Kane, L., Khanna, P. 2017. Vision-Based Mid-Air Unistroke Character Input Using Polar Signatures. IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS. 11.Based Mid-Air Unistroke Character Input Using Polar Signatures. IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS. 11. Feng, Z., Xu, S., Zhang, X., Jin, L., Ye, Z. 2012. Real-time Fingertip Tracking and Detection using Kinect Depth Sensor for a New Writing-in-the Air System. The 4th International Conference on Internet Multimedia Computing and Service (ICIMCS), China. 12. Elmezain, M., Alhamadi, A., Appenrodt, J., Michaelis, B. 2008. A Hidden Markov Model-Based Isolated and Meaningful Hand Gesture Recognition. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY. 13. Liu, N., Lovell, B. C., Kootsookos, P. J. 2003. Evaluation of HMM training algorithms for letter hand gesture recognition. Proceedings of the 3rd IEEE International Symposium on Signal Processing and Information Technology. 14. Liu, F., Du, B., Wang, Q., Wang, Y., Zeng, W. 2017. Hand Gesture Recognition Using via Deterministic Learning. 29th Chinese Control and Decision Conference (CCDC) 15. رضایی و ذهابی، 1389، اندازه‌گیری الکترونیکی، انتشارات دانش نگار، تهرانAsadollahShahbahramiraminrafizadeh kasanihosseinpour yousefi dargah4182020577410.66224/jict.6565.10.35.57http://jour.aicti.ir/fa/Article/6565http://jour.aicti.ir/fa/Article/Download/6565http://jour.aicti.ir/fa/Article/Download/6565http://jour.aicti.ir/fa/Article/Download/6565http://jour.aicti.ir/fa/Article/Download/6565http://jour.aicti.ir/fa/Article/Download/6565http://jour.aicti.ir/fa/Article/Download/6565http://jour.aicti.ir/fa/Article/Download/65651. تاج¬فر، امیرهوشنگ، محمد محمودي ميمند، فاطمه رضاسلطاني و پوريا رضاسلطاني. (1393). رتبه¬بندي موانع پياده¬سازي سيستم مديريت امنيت اطلاعات و بررسي ميزان آمادگي مديريت اكتشاف. مدیریت فناوری اطلاعات. 6 (4): 551-566. 2. قرایی، حسین و مهسا آقا محی الدین. (1393). بهبود رتبه¬بندی مخاطرات امنیت اطلاعات با استفاده از مدل¬های تصمیم¬گیری چندشاخه. پردازش علائم و داده¬ها. 2 (22): 3-14. 3. آرام، محمدرضا. (1388). بررسي و سنجش مؤلفه‎هاي مؤثر بر مديريت امنيت اطلاعات در فناوري اطلاعات شركت گاز پارس جنوبي. پايان‎نامه كارشناسي ارشد، دانشگاه شهيد بهشتي. 4. بهرامی، مجتبی. (1390). ارائه روشی مناسب برای بهبود و توسعه شاخص های مدیریت امنیت اطلاعات جهت طراحی و پیاده سازی در سازمان ها. هشتمین کنفرانس بین المللی انجمن رمز ایران. 5. صالحیان، مهران. (1388). بررسی استقرار سیستم مدیریت امنیت اطلاعات (ISMS) در دستگاه¬های دولتی. پایان¬نامه کارشناسی ارشد. دانشگاه شیراز. 6. طاهري، مهدي. (1386). ارائه چارچوبي براي نقش عوامل انساني در امنيت سيستم¬هاي اطلاعاتي. پایان¬نامه کارشناسی ارشد. دانشگاه تربيت مدرس. تهران. 7. زنده دل نوبري، بابك. (1389). ارائه مدلي جهت رتبه‎بندي سازمان‎ها بر مبناي اندازه‎گيري و شناسايي ميزان بلوغ امنيت اطلاعات در آنها. پايان‎نامه كارشناسي ارشد. دانشگاه آزاد اسلامي واحد علوم تحقيقات. تهران. 8. شاه بهرامی، اسدا.. رفیع زاده کاسانی، رامین. (1394). امنیت منابع فناوری اطلاعات، انتشارات جهاد دانشگاهی-تهران. 9. مومني، منصور (1385)، مباحث نوين تحقيق در عمليات، انتشارات دانشکده مديريت، دانشگاه تهران. 10. Buckley, J. (1985). Fuzzy Hierarchial Analysis. Fuzzy Sets and Systems. 17. 233-247. 11. Chang, E., Lin, C. (2007). Exploring organizational culture for information security Management. Industrial Management & Data Systems. 107. 1-10. 12. Choi, N. Dan, K and Jahyun G. (2008). Knowing is doing: An empirical validation of the relationship between managerial information security awareness and action, Information Management & Computer Security. 16. 484-485. 13. Deng, H.(1999). Multicriteria analysis with fuzzy pairwise comparisons. International Journal of Approximate Reasoning. 21. 231–215. 14. Hua, B. (2008). A Fuzzy AHP Based Evaluation Method for Vendor-Selection. Shenzhen Tourism College. Jinan University. Shenzhen. 518053. China. 15. ISO/IEC 27001. (2005). Information technology-Security techniques-Information security management systems–Requirements (First edition). 16. ISO/IEC 27005. (2008). Information technology - Security techniques-Information security risk management (First edition). 17. Hubacek, K. Dabo G. and Anamika B. (2007). Changing Lifestyles and Consumption Patterns in Developing Countries: A Scenario Analysis for China and India. Sustainability Research Institute (SRI). 45-62. 18. Kritzinge, E and Elme S. (2008). Information security management: An information security retrieval and awareness model for industry. Computer & security. 27. 224-231. 19. Kruger, H and Kearney, W. D. (2006). A prototype for assessing information security awareness, Computer & security, 25, 289-296. 20. Lau, H. C. and Mohd Awang, I. (2001). The Soft Foundation of The Critical SuccessFactors on TQM Implementation in Malaysia, The TQM magazine , Vol.13 , No. 1, PP. 51-62. 21. Lewis W. Pun, K. Fai. L. (2006). Exploring Soft versus Hard Factors for TQM Implementation in Small and Medium-Sized Enterprises, International Journal of Productivity and Performance Management, Vol. 55, No. 7, PP. 539-554. 22. Nikrerk, J. and Solms, V. (2009). Information security culture: a management perspective, Computer & security, 5, 142-144. 23. Saaty, T.L., (1980). The Analytic Hierarchy Process, New York, Mc GrawHill. 24. Saaty, T.L.(1994).How to Make a Decision:The Analytic Hierarchy Process, Interfaces 24(6):19-43. 25. Chang, D. (1996). Applications of the Extent Analysis Method on Fuzzy AHP. European Journal of Operational Research. 95(3). 649-655. 26. Sungho, K. Jang, S. Lee, J and Kim,S.(2007).Common defects in information security management system of Korean companies. The Journal of Systems and Software. 80(10). 1631–1638. 27. Broderick, J. S. (2006). ISMS, security standards and security regulations, information security technical report. 11: 26 –31. 28. Meer, J. van der (Jeroen). (2012). Multi-criteria decision model inference and application in information security risk classificationnargesnematifardMuharramMansoorizadehmahdisakhaei nia4182020758810.66224/jict.6566.10.35.75http://jour.aicti.ir/fa/Article/6566http://jour.aicti.ir/fa/Article/Download/6566http://jour.aicti.ir/fa/Article/Download/6566http://jour.aicti.ir/fa/Article/Download/6566http://jour.aicti.ir/fa/Article/Download/6566http://jour.aicti.ir/fa/Article/Download/6566http://jour.aicti.ir/fa/Article/Download/6566http://jour.aicti.ir/fa/Article/Download/65661. B. Liu and L. Zhang, "A survey of opinion mining and sentiment analysis," in Mining text data, Springer, 2012, pp. 415-463. 2.S. Moghaddam and M. Ester, "Opinion digger: an unsupervised opinion miner from unstructured product reviews," in Proceedings of the 19th ACM international conference on Information and knowledge management, 2010. 3.B. Liu, M. Hu and J. Cheng, "Opinion observer: analyzing and comparing opinions on the web," in Proceedings of the 14th international conference on World Wide Web, 2005. 4..E. Cambria, B. Schuller, Y. Xia and C. Havasi, "New avenues in opinion mining and sentiment analysis," IEEE Intelligent Systems, vol. 28, pp. 15-21, 2013. L.-W. Ku, Y.-T. Liang and H.-H. Chen, "Opinion extraction, summarization and tracking in news and blog corpora," in Proceedings of AAAI, 2006. M. Hu and B. Liu, "Mining opinion features in customer reviews," in AAAI, 2004. W. Jin, H. H. Ho and R. K. Srihari, "OpinionMiner: a novel machine learning system for web opinion mining and extraction," in Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, 2009. F. Li, C. Han, M. Huang, X. Zhu, Y.-J. Xia, S. Zhang and H. Yu, "Structure-aware review mining and summarization," in Proceedings of the 23rd international conference on computational linguistics, 2010. S. Moghaddam and M. Ester, "The FLDA model for aspect-based opinion mining: addressing the cold start problem," in Proceedings of the 22nd international conference on World Wide Web, 2013. 11.W. X. Zhao, J. Jiang, H. Yan and X. Li, "Jointly modeling aspects and opinions with a MaxEnt-LDA hybrid," in Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010. 12.S. Brody and N. Elhadad, "An unsupervised aspect-sentiment model for online reviews," in Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, 2010 13.D. M. Blei, A. Y. Ng and M. I. Jordan, "Latent dirichlet allocation," Journal of machine Learning research, vol. 3, pp. 993-1022, 2003. 14.Z. Qiao, X. Zhang, M. Zhou, G. A. Wang and W. Fan, "A Domain Oriented LDA Model for Mining Product Defects from Online Customer Reviews," 2017. 15.C. Brun and C. Hagege, "Suggestion Mining: Detecting Suggestions for Improvement in Users' Comments.," Research in Computing Science, vol. 70, pp. 199-209, 2013. 16.L. Zhang and B. Liu, "Aspect and entity extraction for opinion mining," in Data mining and knowledge discovery for big data, Springer, 2014, pp. 1-40. 17.X. Zhang, Z. Qiao, L. Tang, W. Fan, E. Fox and G. Wang, "Identifying Product Defects from User Complaints: A Probabilistic Defect Model," 2016. 18.A. Liaw, M. Wiener and others, "Classification and regression by randomForest," R news, vol. 2, pp. 18-22, 2002.