Journal of Intelligent & Fuzzy Systems - Volume 37, issue 3

Authors: Zhang, Ming

Article Type: Research Article

Abstract:  With the rapid development of wireless communication and related technology, wireless network is becoming the foundation for people to pursue information and access information and enjoy convenient network services anytime and anywhere. The purpose is to prevent camouflage and prevent the access and access of illegal users. It plays an important role in the security of wireless network under the open environment. The key agreement, handover authentication and group key management are mainly studied in wireless network security, and a self-healing group key management scheme is proposed with revocation capability in wireless sensor networks. This scheme of group key management …self-healing properties and rebellious node can undo capability through two-way key chain and broadcast polynomial, can satisfy the security requirements of wireless sensor networks in a group key management of wireless communication under the environment of high packet loss rate, and can ensure that the group key secrecy, forward secrecy and backward secrecy. Show more

Keywords: wireless network, password update, security attributes

DOI: 10.3233/JIFS-179138

Citation: Journal of Intelligent & Fuzzy Systems, vol. 37, no. 3, pp. 3357-3363, 2019

Authors: Liang, Zhenyu | Liang, Li | Cai, Yuze | Bertoni, Alessandro

Article Type: Research Article

Abstract:  The BP neural network algorithm is used to construct a stable slope angle prediction model for open-pit mines, which can successfully predict the ultimate slope angle of the mine. At the same time, a multi-tool combination of Surpac, Madis, and Flac3D is used to create a numerical model for stable slope angle in mines. The model is used to test the final slope angle prediction structure for stable mines. Through a comprehensive analysis of the ore deposit model technology constructed by the series of realms, the economic parameters involved in the generation of realm boundaries are known, and specific primaries …are pointed out with the error requirements of each parameter analyzed in the realm of series. A concrete solution is put forward to the issue of realm gap. From the point of view of the power and responsibility parameters, the series of realm production methods are analyzed, and the rapid generation methods of the realm of open-pit mine series are pointed out. Show more

Keywords: BP neural network, open-pit mine, stable slope angle

DOI: 10.3233/JIFS-179139

Citation: Journal of Intelligent & Fuzzy Systems, vol. 37, no. 3, pp. 3365-3372, 2019

Authors: Liu, Tianli

Article Type: Research Article

Abstract:  In order to further explore the driving factors of enterprise development, the cloud computing-based enterprise business model innovation driving force model is proposed. Firstly, the development of cloud computing is expounded, supplementing the driving factors of enterprise development. Finally, cloud computing processing model is used to plan the data of enterprise innovation driving force and build a driving innovation model. An optimization and update scheme is put forward from algorithm flow and evaluation model, and an effective identification model is established by effectively evaluating the development pattern of business driving force. In the test of the enterprise innovation driving model, …the efficiency of enterprise innovation and the data accuracy of data mining algorithms are tested. The test results show that the addition of computer algorithms makes the innovation efficiency of enterprises and the positioning of enterprises more precise. The model is worth further promotion. Show more

Keywords: Cloud computing, data warehouse, business models, innovation drivers

DOI: 10.3233/JIFS-179140

Citation: Journal of Intelligent & Fuzzy Systems, vol. 37, no. 3, pp. 3373-3380, 2019

Authors: Bin, Yi | Mandal, Durbadal

Article Type: Research Article

Abstract:  The automatic scoring of English composition is an inevitable trend of the rapid development of computer technology and artificial intelligence technology. This makes the research on the automatic scoring system of the composition more theoretical and feasible. The integration of information technology and English curriculum has deepened the application of artificial intelligence in the field of teaching, creating a new opportunity for the optimization of English teaching process, and opening up a new space for the creation of intelligent and personalized English teaching environment. Based on the integration of information technology and curriculum, aiming at improving the quality and effect …of English teaching in middle schools, this paper explores the application of artificial intelligence in English teaching in middle schools by using relevant theories of curriculum theory, literature analysis and field investigation. An implementation plan of College English assisted instruction system based on AI technology is proposed. Combined with English teaching, some functions of the English teaching system are improved and humanized. The application of artificial intelligence technology in English teaching is explored in order to improve the quality and effect of English teaching. Show more

Keywords: artificial intelligence, teaching English, system construction

DOI: 10.3233/JIFS-179141

Citation: Journal of Intelligent & Fuzzy Systems, vol. 37, no. 3, pp. 3381-3391, 2019

Authors: Yuan, Qingwen

Article Type: Research Article

Abstract:  Cross border logistics and cross-border e-commerce are complementary relations. On the one hand, cross-border logistics has promoted the development of cross-border e-commerce. On the other hand, the development of cross-border e-commerce brings more opportunities for the construction of cross-border logistics. With the continuous progress and innovation of technology, the new technology represented by AI (Artificial Intelligence) is relatively mature. The application of intelligent logistics system in cross border e-commerce logistics industry will become the trend of international logistics development. Based on this, the construction mechanism and algorithm of cross-border e-commerce export logistics mode are analyzed from the perspective of value …chain. From the perspective of value chain, a BP neural network model based on logistics distribution center location is established to perfect the mechanism of cross-border e-commerce export logistics. Finally, the particle swarm optimization and the ant colony algorithm and the ELECTRE-II algorithm are proposed, with the effectiveness of this algorithm verified. The results prove the effectiveness of the proposed algorithm. Show more

Keywords: Algorithm, value chain, export logistics mode, construction mechanism

DOI: 10.3233/JIFS-179142

Citation: Journal of Intelligent & Fuzzy Systems, vol. 37, no. 3, pp. 3393-3400, 2019

Authors: Zhou, Ling | Cho, Joungyung,

Article Type: Research Article

Abstract:  Traditional cultural symbols widely appear in visual communication design. The development of visual communication design has greatly promoted the development and modernization of traditional culture. After analyzing the research status of genetic algorithm in the field of traditional culture, this paper finds that the application of genetic algorithm is less, and there is no specific application of relevant models. Therefore, this paper codes the traditional cultural symbols and constructs a visual communication design model based on artificial intelligence model, which can effectively solve the problem that the fuzzy measure cannot be fused. In order to better apply traditional cultural symbols …to visual communication design based on this model, genetic algorithm technology is further proposed to superimpose the two. In order to verify the application effect of the model, the coding efficiency and computational efficiency of the model are tested. It can be seen from the experiment that the artificial intelligence visual communication design model based on genetic algorithm has higher coding efficiency of traditional cultural symbols and computing efficiency of genetic algorithm, which has certain application value. Show more

Keywords: Genetic algorithm, design, traditional culture symbol, visual communication design

DOI: 10.3233/JIFS-179143

Citation: Journal of Intelligent & Fuzzy Systems, vol. 37, no. 3, pp. 3401-3408, 2019

Authors: Huang, Jinye

Article Type: Research Article

Abstract:  With the rapid development of the internet of things, the teaching methods of art design history are increasingly enriched, and have certain positive effects and significance on commercial design. Based on the development of the Internet of things, it is necessary to research the role and significance of art design history teaching for commercial design. Focusing on the data acquisition and management of dynamic art in the teaching of art design history, a non-contact data acquisition method of motion capture is put forward by using unmarked motion capture technology. The function and significance of art history teaching for commercial design …are analyzed. Experiments show that by adopting the dynamic art development technology of the internet of things, the teaching of art design history plays an important role in promoting the development of commercial design. Show more

Keywords: Internet of things, art design history teaching, commercial design, function, significance

DOI: 10.3233/JIFS-179144

Citation: Journal of Intelligent & Fuzzy Systems, vol. 37, no. 3, pp. 3409-3416, 2019

Authors: Wang, Wei | Mandal, Durbadal

Article Type: Research Article

Abstract:  The Internet of things is known as the third wave of the world information industry after computer and Internet. With its connectivity and intelligence, the Internet of Things has unique advantages in breaking the time and space constraints, expanding learning resources and improving the depth of exploration. Its integration with the teaching practice curriculum of drama, film and television literature specialty is conducive to the improvement of the above problems. Based on this, through the intelligent optimization algorithm and the theoretical framework of experiential learning, this paper constructs a teaching model of drama, film and Television Literature Specialty Based on …experiential learning theory under the Internet of Things environment, thus creating a professional teaching practice platform, and makes a thorough study on the optimization algorithm of drama, film and television literature specialty. Now the teaching and learning optimization algorithm based on the Internet of Things can be well used in the teaching practice platform of drama, film and television literature specialty. Show more

Keywords: IOT, drama, film and literature major, teaching practice

DOI: 10.3233/JIFS-179145

Citation: Journal of Intelligent & Fuzzy Systems, vol. 37, no. 3, pp. 3417-3424, 2019

Authors: Li, Xingguo | Liu, Dong | Huang, Haiying | Wang, Junfeng

Article Type: Research Article

Abstract:  With the rapid development of information technology, the era of big data has come. This paper focuses on the analysis and processing of data. How to mine valuable information in large data has been widely concerned by mining frequent itemsets in the data to derive. Association rules are an important part of data mining technology. The analysis of complex network structure based on improved botnet algorithm is the basis of network science. The study of complex network structure is helpful to understand and predict large data of complex network function and behavior. The conclusion of the system in the botnet …algorithm process analysis provides some directional suggestions for the improvement of search engine functions and services. In theory, a set of simple and easy botnet algorithm for analyzing the satisfaction factors of clustering is proposed. The practice proves that the big data intelligent search engine based on differential evolution botnet algorithm has significant improvement in retrieval time, recall rate and precision, and can effectively realize personalized and accurate search. A complete big data mining system is implemented, which provides an efficient and easy-to-use tool for data mining botnet algorithms on large data sets. Show more

Keywords: Botnet algorithm, big data intelligent search, engine research

DOI: 10.3233/JIFS-179146

Citation: Journal of Intelligent & Fuzzy Systems, vol. 37, no. 3, pp. 3425-3434, 2019

Authors: Xu, Dacheng | Rappaport, Theodore S.

Article Type: Research Article

Abstract:  In order to perfect the evaluation index system of physical education specialized track and field general course, USES wireless network technology is used to construct it. The development status of the combination of teaching indexes and Internet is explained firstly in this paper, with the evaluation index model of track and field general course teaching constructed by using wireless network technology. The risk evaluation indexes of students’ physical quality, class attention and self-quality are discussed in this model from three aspects and the algorithm is used to improve the evaluation data. In the test of teaching evaluation model, the model …is putting into use in school evaluation system. The test has proved that after the implementation of the model, the comprehensive risk assessment data and evaluation index data measured are more robust, which is conducive to adjusting the teaching plan. Show more

Keywords: Wireless network technology, teaching evaluation index system of track and field general course, teaching evaluation system

DOI: 10.3233/JIFS-179147

Citation: Journal of Intelligent & Fuzzy Systems, vol. 37, no. 3, pp. 3435-3443, 2019