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Study on problems and countermeasures of ideological and political teaching in colleges and universities under the background of new media era 新媒体时代背景下高校思想政治教学存在的问题及对策研究
IF 1.3 Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-06-08 DOI: 10.3233/JIFS-219139
Li Honglan, Rongbin Wu
At present, with the continuous improvement and rapid development of the socialist market economy in China, especially the sudden rise of electronic information technology, the new communication tools are changing with each passing day. In this process, new media information technology, with its unique advantages, “broke” into the vision of modern people, participated in and influenced people’s way of life, behavior habits and social operation, and brought the development of human society into a new stage, the new media age. In today’s era, the new media has been developing rapidly in terms of technology and content, and its content is timeliness and interesting. It matches the characteristics of contemporary college students in pursuit of freshness and individuality, so that it has won the general favor of college students. However, when the new media information technology affects and permeates all aspects of the University, the ideological and political education of college students does not seem to keep pace with the times. Because of the lack of experience, many colleges and universities have not integrated the new media information technology with the ideological and political education of college students, but simply turn the original paper into a web page, ignore the readability and dissemination of the content, resulting in the poor practical effect of education, and then a series of real problems urgently to be solved. Therefore, this paper makes a detailed summary of the problems and Countermeasures of the current new media and college students’ Ideological and political teaching, aiming at arousing people’s attention to the political and ideological education of college students in the new media era, and providing suggestions for the use of new media information technology to promote the development of College Students’ Ideological and Political Education under the information age.
当前,随着中国社会主义市场经济的不断完善和快速发展,特别是电子信息技术的突飞猛进,新的通讯工具日新月异。在这一过程中,新媒体信息技术以其独特的优势“闯入”现代人的视野,参与并影响着人们的生活方式、行为习惯和社会运行,将人类社会的发展带入了一个新的阶段——新媒体时代。当今时代,新媒体在技术和内容上都发展迅速,其内容具有时效性和趣味性。它符合当代大学生追求新鲜和个性的特点,赢得了大学生的普遍青睐。然而,当新媒体信息技术影响并渗透到高校的方方面面时,大学生思想政治教育似乎已经跟不上时代的步伐。由于缺乏经验,很多高校并没有将新媒体信息技术与大学生思想政治教育相结合,只是简单地把原来的论文变成网页,忽视了内容的可读性和传播性,导致教育的实际效果不佳,进而出现了一系列亟待解决的现实问题。因此,本文对当前新媒体与大学生思想政治教育存在的问题及对策进行了详细的总结,旨在引起人们对新媒体时代大学生思想政治教育工作的重视,为利用新媒体信息技术促进信息时代下大学生思想政治教育工作的发展提供建议。
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引用次数: 0
Study on intelligent construction of English-Chinese bilingual context model based on CBR 基于CBR的英汉双语语境模型智能构建研究
IF 1.3 Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-06-08 DOI: 10.3233/JIFS-219123
Yanlan Shi
The article briefly reviews the context-based view of the case-based reasoning mechanism and second language acquisition theories, and analyzes the feasibility of the application of CBR in bilingual context knowledge representation. Based on this, it proposes bilingualism. The computational model, algorithm and general implementation process of the system for contextual knowledge representation CBR system is a preliminary exploration of the application of machine learning and artificial intelligence theory in the study of second language acquisition theory. It is intended to provide a second language acquisition study to the new research methods and perspectives.
本文简要回顾了基于情境的案例推理机制和第二语言习得理论,分析了案例推理在双语情境知识表示中的可行性。在此基础上,提出了双语制。语境知识表示CBR系统的计算模型、算法和总体实现过程是机器学习和人工智能理论在第二语言习得理论研究中的初步探索。旨在为二语习得研究提供新的研究方法和视角。
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引用次数: 2
Research on the design and application of ideological and political education platform in colleges and universities based on Moodle 基于Moodle的高校思想政治教育平台设计与应用研究
IF 1.3 Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-06-08 DOI: 10.3233/JIFS-219141
Lei Zhu
Ideological and political education in Colleges and universities is an important feature and political advantage of China’s higher education. For a long time, ideological and political education in Colleges and universities has provided a strong spiritual power and political guarantee for the implementation of the party’s educational policy and the training of qualified socialist builders and successors. However, with the emergence of new situations, such as multi-polarization of world politics, economic globalization, cultural diversity, information networking, diversification of the social organization forms and lifestyles, and diversification of employment positions and forms of employment, the ideological and political education in Colleges and universities is facing severe challenges. Based on the analysis of the feasibility of Moodle, this paper uses the open-source Moodle technology to design ideological and political education platform in Colleges and universities, which has important research significance.
高校思想政治教育是中国高等教育的重要特色和政治优势。长期以来,高校思想政治教育为贯彻党的教育方针、培养合格的社会主义建设者和接班人提供了强大的精神动力和政治保障。然而,随着世界政治多极化、经济全球化、文化多样化、信息网络化、社会组织形式和生活方式多样化、就业岗位和就业形式多样化等新形势的出现,高校思想政治教育面临严峻挑战。本文在分析Moodle可行性的基础上,利用开源的Moodle技术设计高校思想政治教育平台,具有重要的研究意义。
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引用次数: 2
AI with robotics in surgery extreme environments 人工智能和机器人在手术极端环境下
IF 1.3 Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-06-07 DOI: 10.3233/JIFS-219011
Wenji Li, Lihong Xie, C. Sivaparthipan, C. Vignesh
Robotic surgery offers surgeons a greater degree of accuracy, versatility, and control than with standard techniques for other kinds of complicated procedures. The robotic surgery technology offers numerous advantages for patients and leads to unforeseen effects that are easier to predict when such a complex interactive device is used for treatment. The challenging complications that are occurred during robotic surgery include, risk of human error while operating the robotic system and the possibility for mechanical failure. The paper proposes Robot Assisted - Remote Center Surgical System (RA-RCSS) to improve mechanical malfunction threat and practical skills of surgeons through intra practice feedback and demonstration from human experts. A mask region-based supervised learning model is trained to conduct semantic segmentation of surgical instruments and targets to improve surgical coordinates further and to facilitate self-oriented practice. Furthermore, the master-slave bilateral technique is integrated with RA-RCSS to analyze the mechanical failures and malfunctions of the robotic system. The emerging safety standard environment is presented as a key enabling factor in the commercialization of autonomous surgical robots. The simulation analysis is performed based on accuracy, security, performance, and cost factor proves the reliability of the proposed framework.
与其他复杂手术的标准技术相比,机器人手术为外科医生提供了更高程度的准确性、多功能性和可控性。机器人手术技术为患者提供了许多优势,并且当使用这种复杂的交互式设备进行治疗时,会导致更容易预测的不可预见的效果。在机器人手术过程中发生的具有挑战性的并发症包括操作机器人系统时人为错误的风险和机械故障的可能性。本文提出了机器人辅助远程中心手术系统(RA-RCSS),通过人工专家的实践反馈和演示来提高外科医生的机械故障威胁和实践技能。训练基于掩模区域的监督学习模型,对手术器械和手术目标进行语义分割,进一步提高手术坐标,便于自主实践。此外,将主从双边技术与RA-RCSS相结合,对机器人系统的机械故障进行分析。新兴的安全标准环境被认为是自主手术机器人商业化的关键促成因素。从精度、安全性、性能和成本等方面进行了仿真分析,验证了所提框架的可靠性。
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引用次数: 0
Method of text mining based on fuzzy logic and neural network in hotel management 基于模糊逻辑和神经网络的酒店管理文本挖掘方法
IF 1.3 Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-06-07 DOI: 10.3233/JIFS-219095
Peilin Chen, Qun Chen
With the rapid economic development, people cannot do without hotels in daily life and travel. The number of hotels is increasing rapidly, and the competitiveness between hotels is gradually increasing. A reasonable and sound hotel management system has become the key to the survival and development of an enterprise. The operation and operation of a hotel generates a large amount of information and data every day. Data text mining is an important method in current information processing technology. The purpose of this article is to explore the specific application effects of text mining methods based on fuzzy logic and neural networks in hotel management. Through the design of a hotel management system based on fuzzy logic and neural network, text mining database design is carried out according to hotel management needs, and the application effect of the hotel management system is evaluated. The evaluation indicators include customer satisfaction, operating costs, management efficiency, and hotel income. The results of the study show that the hotel management system based on fuzzy logic and neural network text mining can increase customer satisfaction by 37.4%, the hotel’s comprehensive management efficiency by 28.6%, and the hotel’s revenue level by 23.5%. At the same time, through the text mining of the key information generated in the hotel operation and management, the weak links in the management system can be strengthened and the hotel operation cost can be saved. Therefore, it is feasible to apply the text mining method based on fuzzy logic and neural network to hotel management.
随着经济的快速发展,人们在日常生活和旅游中都离不开酒店。酒店数量迅速增加,酒店之间的竞争力也逐渐增强。合理健全的酒店管理制度已成为企业生存和发展的关键。酒店的经营和运营每天都会产生大量的信息和数据。数据文本挖掘是当前信息处理技术中的一种重要方法。本文的目的是探讨基于模糊逻辑和神经网络的文本挖掘方法在酒店管理中的具体应用效果。通过设计一个基于模糊逻辑和神经网络的酒店管理系统,根据酒店管理需求进行文本挖掘数据库设计,并对酒店管理系统的应用效果进行评价。评价指标包括顾客满意度、经营成本、管理效率和酒店收入。研究结果表明,基于模糊逻辑和神经网络文本挖掘的酒店管理系统可使客户满意度提高37.4%,酒店综合管理效率提高28.6%,酒店收入水平提高23.5%。同时,通过对酒店经营管理中产生的关键信息进行文本挖掘,加强管理系统中的薄弱环节,节约酒店经营成本。因此,将基于模糊逻辑和神经网络的文本挖掘方法应用于酒店管理是可行的。
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引用次数: 0
Research on sports aided teaching and training decision system oriented to deep convolutional neural network 面向深度卷积神经网络的体育辅助教学训练决策系统研究
IF 1.3 Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-06-07 DOI: 10.3233/JIFS-219033
Qinyu Mei, Ming Li
Aiming at the construction of the decision-making system for sports-assisted teaching and training, this article first gives a deep convolutional neural network model for sports-assisted teaching and training decision-making. Subsequently, In order to meet the needs of athletes to assist in physical exercise, a squat training robot is built using a self-developed modular flexible cable drive unit, and its control system is designed to assist athletes in squatting training in sports. First, the human squat training mechanism is analyzed, and the overall structure of the robot is determined; second, the robot force servo control strategy is designed, including the flexible cable traction force planning link, the lateral force compensation link and the establishment of a single flexible cable passive force controller; In order to verify the effect of robot training, a single flexible cable force control experiment and a man-machine squat training experiment were carried out. In the single flexible cable force control experiment, the suppression effect of excess force reached more than 50%. In the squat experiment under 200 N, the standard deviation of the system loading force is 7.52 N, and the dynamic accuracy is above 90.2%. Experimental results show that the robot has a reasonable configuration, small footprint, stable control system, high loading accuracy, and can assist in squat training in physical education.
针对体育辅助教学与训练决策系统的构建,本文首先给出了体育辅助教学与训练决策的深度卷积神经网络模型。随后,为了满足运动员辅助体育锻炼的需要,采用自主研发的模块化柔性电缆驱动单元搭建了深蹲训练机器人,并设计了其控制系统,辅助运动员在运动中进行深蹲训练。首先,分析了人体深蹲训练机理,确定了机器人的整体结构;其次,设计了机器人力伺服控制策略,包括柔性索牵引力规划环节、侧向力补偿环节和建立单柔性索被动力控制器;为了验证机器人训练的效果,进行了单柔性索力控制实验和人机深蹲训练实验。在单根软索受力控制实验中,对超力的抑制效果达到50%以上。在200 N下的深蹲实验中,系统加载力的标准差为7.52 N,动态精度在90.2%以上。实验结果表明,该机器人结构合理,占地面积小,控制系统稳定,加载精度高,可以辅助体育教学中的深蹲训练。
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引用次数: 3
Research on the application strategy of new media technology in Modern University Law Teaching 新媒体技术在现代大学法学教学中的应用策略研究
IF 1.3 Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-06-05 DOI: 10.3233/JIFS-219122
She Min
The arrival of the new media era has a certain impact on the teaching environment of universities in China. The rapid development of new media has also profoundly affected the thinking mode, behavior style and psychological consciousness of college students. This paper puts forward some innovative teaching modes under the background of new media information technology, including the online simulation court, the construction of interactive dynamic teaching website and so on. It realizes the deep integration between law teaching and modern new media technology, and gradually forms an open and diversified teaching mode. The research content of this paper has far-reaching significance for promoting the teaching of new media technology and enhancing the pertinence and effectiveness of College Students’ legal education.
新媒体时代的到来对中国高校的教学环境产生了一定的影响。新媒体的快速发展也深刻影响着大学生的思维方式、行为方式和心理意识。本文提出了新媒体信息技术背景下的创新教学模式,包括在线模拟法庭、交互式动态教学网站的建设等。实现了法学教学与现代新媒体技术的深度融合,逐步形成开放多元的教学模式。本文的研究内容对于促进新媒体技术教学,提高大学生法制教育的针对性和实效性具有深远的意义。
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引用次数: 1
Sports training big data integration and optimization based on block-chain technology 基于区块链技术的运动训练大数据整合与优化
IF 1.3 Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-06-04 DOI: 10.3233/JIFS-219115
Zhichen Yang, Xinxin Zheng
The increasing maturity of Internet information technology has led to the rapid rise of block-chain technology. In essence, the block-chain is a shared database. In recent years, block-chain technology has attracted the attention of the public and society. This paper mainly conducts systematic research and analysis on the integration and optimization of big data in sports training by block-chain, and achieves large-scale consensus in the case of decentralization, therefore, the information of the network will not be tampered with and forged, thus crossing the boundary of the bottom layer of the information system. This paper is based on the integration and optimization of sports training is big data. With the help of block-chain technology, each module is designed and implemented according to the needs. At the same time, the pow algorithm inside the block-chain is improved. The research results show that it is based on the block-chain. The integration and optimization of technical sports training big data can reduce the number of sports training injuries of sports school students by 10% -20%, which is very conducive to the healthy growth and development of sports school students.
互联网信息技术的日益成熟,使得区块链技术迅速崛起。从本质上讲,区块链是一个共享数据库。近年来,区块链技术引起了公众和社会的广泛关注。本文主要对区块链对运动训练大数据的整合与优化进行系统的研究与分析,在去中心化的情况下达成大规模的共识,网络的信息不会被篡改和伪造,从而跨越信息系统底层的边界。本文基于运动训练大数据的整合与优化。借助区块链技术,根据需求设计和实现各个模块。同时对区块链内部的pow算法进行了改进。研究结果表明,它是基于区块链的。技术运动训练大数据的整合和优化,可以使体校学生的运动训练损伤数量减少10% -20%,非常有利于体校学生的健康成长和发展。
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引用次数: 0
Personalized recommendation algorithm in social networks based on representation learning 基于表示学习的社交网络个性化推荐算法
IF 1.3 Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-06-03 DOI: 10.3233/JIFS-219113
Xiaoxian Zhang, Jianpei Zhang, Jing Yang
Recommendation algorithm is not only widely used in entertainment media, but also plays an important role in national strategy, such as the recommendation algorithm of byte beating company. This paper studies the personalized recommendation algorithm based on representation learning. The data in social network is complex, and the data mainly exists in various platforms. This paper introduces AI (Artificial Intelligence) algorithm to guide the algorithm of representation learning, and integrates the algorithm steps of representation learning, to realize the implementation of personalized recommendation algorithm in social network, and compares the representation learning algorithm. Finally, this paper designs a method based on heat conduction and text mining to provide users with webpage recommendations and help users better mine interesting popular webpages. Research shows that the performance of IMF is better than that of PMF because it overcomes the sparsity of data by pre-filling. The accuracy of IMF is 3.69% higher than that of PMF on the epinions data set, and 6.24% higher than that of PMF on the double data set. Rtcf, socialmf, tcars, CSIT, isrec, and hesmf have better performance than PMF and IMF. Among them, rtcf, socialmf, tcars, CSIT, isrec, and hesmf improve the MAE performance of PMF by 7.6%, 6.3%, 8.8%, 7.9%, 9.5% and 14.2%, respectively.
推荐算法不仅广泛应用于娱乐媒体,而且在国家战略中也扮演着重要的角色,例如字节跳动公司的推荐算法。本文研究了基于表示学习的个性化推荐算法。社交网络中的数据是复杂的,数据主要存在于各个平台。本文引入AI(人工智能)算法来指导表征学习的算法,整合表征学习的算法步骤,实现个性化推荐算法在社交网络中的实现,并对表征学习算法进行比较。最后,本文设计了一种基于热传导和文本挖掘的方法,为用户提供网页推荐,帮助用户更好地挖掘有趣的热门网页。研究表明,IMF的性能优于PMF,因为它通过预填充克服了数据的稀疏性。IMF在epinions数据集上的准确率比PMF高3.69%,在double数据集上的准确率比PMF高6.24%。Rtcf、socialmf、tcars、CSIT、isrec和hesmf的性能优于PMF和IMF。其中,rtcf、socialmf、tcars、CSIT、isrec和hesmf分别提高了PMF的MAE性能7.6%、6.3%、8.8%、7.9%、9.5%和14.2%。
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引用次数: 1
Tourism safety monitoring information service system based on internet of things and block-chain 基于物联网和区块链的旅游安全监测信息服务系统
IF 1.3 Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-06-03 DOI: 10.3233/JIFS-219101
Lei Peng, Yan Chen
Tourism safety is the lifeblood of national tourism development, and tourism safety information monitoring is an important foundation for tourism safety management. The maturity of Internet information technology has led to the rapid rise of blockchain and the Internet of Things. In essence, the blockchain is a shared database. The Internet of Things can access all kinds of necessary information through various networks, such as heat, electricity, dynamics, chemistry, biology, realize the ubiquitous connection between things and people, and realize the recognition and intelligent perception of objects. This article aims to study a tourism safety monitoring information service system based on the Internet of Things and blockchain. This paper uses the principle of sensor ranging and electromagnetic induction, acoustic calculation, sensor calculation, and RFID tag distance to measure the real-time position of the person’s RFID tag information and continuous monitoring information of infrasound intensity to monitor and pre-warn natural disasters in the scenic area. Research results, it shows that this system can monitor disaster information in time and can effectively reduce the risk of injury by 10% –20% of tourists.
旅游安全是国家旅游发展的命脉,旅游安全信息监测是旅游安全管理的重要基础。互联网信息技术的成熟,使得区块链和物联网迅速崛起。实际上,区块链是一个共享数据库。物联网可以通过热、电、动力、化学、生物等各种网络获取各种必要的信息,实现物与人之间无所不在的联系,实现对物体的识别和智能感知。本文旨在研究一种基于物联网和区块链的旅游安全监测信息服务系统。本文利用传感器测距和电磁感应、声学计算、传感器计算、RFID标签距离等原理,测量人的RFID标签信息的实时位置和次声强度的连续监测信息,对景区自然灾害进行监测预警。研究结果表明,该系统能够及时监测灾害信息,有效降低游客受伤风险10% -20%。
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引用次数: 3
期刊
International Journal of Fuzzy Logic and Intelligent Systems
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