International Journal of Fuzzy Logic and Intelligent Systems最新文献_第9页

Intelligent diagnostic analysis based on pattern recognition of DTI image 基于DTI图像模式识别的智能诊断分析

IF 1.3

International Journal of Fuzzy Logic and Intelligent Systems Pub Date : 2021-01-01 DOI: 10.3233/JIFS-189797

D. Jin, Xiaojuan Su, Yeqing Wang, Dai Shi, Liang Xu

引用次数: 2

Evaluation of surgical technique of screws and bone cement in R and C tibial bone defects correction of primary Total Knee Arthroplasty 螺钉和骨水泥在一期全膝关节置换术中修复R、C胫骨骨缺损的手术技术评价

IF 1.3

International Journal of Fuzzy Logic and Intelligent Systems Pub Date : 2021-01-01 DOI: 10.3233/JIFS-219023

Shouye Hu, Chao Lu, Zhi Yang, Kan Peng

引用次数: 0

A study on the construction of O2O teaching system of college English cross-cultural knowledge based on MOOC artificial intelligence 基于MOOC人工智能的大学英语跨文化知识O2O教学体系构建研究

IF 1.3

International Journal of Fuzzy Logic and Intelligent Systems Pub Date : 2021-01-01 DOI: 10.3233/JIFS-219138

Min Li, Hefa Lv

{"title":"A study on the construction of O2O teaching system of college English cross-cultural knowledge based on MOOC artificial intelligence","authors":"Min Li, Hefa Lv","doi":"10.3233/JIFS-219138","DOIUrl":"https://doi.org/10.3233/JIFS-219138","url":null,"abstract":"In this paper, MOOC-based O2O Teaching System for college English cross - cultural knowledge is introduced to improve the 3P model of traditional English teaching through data analysis of the combined and optimized fitness function and social evolution operator. First, through analyzing and summarizing a large number of domestic and foreign literatures and research results, the construction scheme of MOOC-based O2O Teaching System for college English cross-cultural knowledge was established. Moreover, this paper studies the construction mode of MOOC-based O2O Teaching System for college English cross-cultural knowledge and finally establishes the teaching system, and concludes that colleges and universities should pay attention to the cultural difference in English learning, and emphasis on the cultivation of college student cross-cultural knowledge. The specific path is online education combined with offline education for common development, thereby enhancing college students’ English learning ability and practical ability. To sum up, in college English teaching, we should pay attention to the education of English cross-cultural knowledge, O2O mode for cross-cultural knowledge can be used to combine 3P teaching mode and online education mode in MOOC environment, promoting innovation and development of educational methods under the guidance of the constructivism, so as to improve students’ English proficiency.","PeriodicalId":44705,"journal":{"name":"International Journal of Fuzzy Logic and Intelligent Systems","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85202461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Research on decision support system of sports assistant teaching and training based on association rules and support vector machine 基于关联规则和支持向量机的体育辅助教学训练决策支持系统研究

IF 1.3

International Journal of Fuzzy Logic and Intelligent Systems Pub Date : 2021-01-01 DOI: 10.3233/JIFS-219035

Tong-Zhigang

{"title":"Research on decision support system of sports assistant teaching and training based on association rules and support vector machine","authors":"Tong-Zhigang","doi":"10.3233/JIFS-219035","DOIUrl":"https://doi.org/10.3233/JIFS-219035","url":null,"abstract":"In the decision-making system of sports assistant teaching and training, the performance of such system is not robust to different situations with a low accuracy. To solve the problems in the decision-making system, we proposed a decision-making method combining association rules and support vector machine (SVM) in this paper. First of all, we give a computer-aided decision support system for sports assistant learning and teaching training, which is fully elaborated from three aspects: virtual reality (VR) technology, VR based sports assistant learning and teaching and situational cognition, and VR based sports assistant learning and teaching mode. After that, the paper gives the feature extraction of sports auxiliary teaching training through association rules and the decision-making of the extracted association rules by SVM. We have done two different experiments for both association rules mining and SVM on both experiment group and control group of databases. Experimental results have shown that the training characteristics of sports auxiliary teaching very well. In the decision support of association rules, compared with the existing BP neural network, linear discriminant analysis and naive Bayes and other methods, the SVM method has better effect of action recognition in decision support system of sports assistant teaching and training. The robustness is the best for the application of SVM. We provide a new perspective for the decision support of sports auxiliary teaching training by using association rules and SVM. Through the method of this paper, we can obtain better decision-making effect and more robust process of sports auxiliary teaching and training.","PeriodicalId":44705,"journal":{"name":"International Journal of Fuzzy Logic and Intelligent Systems","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81989766","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Research on the framework of university ideological and political education management system based on artificial intelligence 基于人工智能的高校思想政治教育管理系统框架研究

IF 1.3

International Journal of Fuzzy Logic and Intelligent Systems Pub Date : 2021-01-01 DOI: 10.3233/JIFS-219134

Xu Sun, Yu Zhang

{"title":"Research on the framework of university ideological and political education management system based on artificial intelligence","authors":"Xu Sun, Yu Zhang","doi":"10.3233/JIFS-219134","DOIUrl":"https://doi.org/10.3233/JIFS-219134","url":null,"abstract":"The importance of the management of ideological and political theory courses in colleges and universities is objective to the importance of ideological and political theory courses. At present, the management of ideological and political theory courses in colleges and universities has big problems in both macro and micro aspects. This paper combines artificial intelligence technology to build an intelligent management system for ideological and political education in colleges and universities based on artificial intelligence, and conducts classroom supervision through intelligent recognition of student status. The KNN outlier detection algorithm based on KD-Tree is proposed to extract the state information of class students. Through data simulation, it can be known that the KD-KNN outlier detection algorithm proposed in this paper significantly improves the efficiency of the algorithm while ensuring the accuracy of the KNN algorithm classification. Through experimental research, it can be seen that the construction of this system not only clarifies the direction of management from a macro perspective, but also reveals specific methods of management from a micro perspective, and to a certain extent effectively solves the problems in the management of ideological and political theory courses in colleges and universities.","PeriodicalId":44705,"journal":{"name":"International Journal of Fuzzy Logic and Intelligent Systems","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73606242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Energy consumption simulation of green building based on BIM system and improved neural network 基于BIM系统和改进神经网络的绿色建筑能耗仿真

IF 1.3

International Journal of Fuzzy Logic and Intelligent Systems Pub Date : 2021-01-01 DOI: 10.3233/JIFS-189802

Chenguang Liu

{"title":"Energy consumption simulation of green building based on BIM system and improved neural network","authors":"Chenguang Liu","doi":"10.3233/JIFS-189802","DOIUrl":"https://doi.org/10.3233/JIFS-189802","url":null,"abstract":"The construction industry is an indispensable and important support in the national economic industry. The characteristics of the construction industry, such as long production cycle, large number of participants and various types, determine that the development of the construction industry is undoubtedly very difficult. In order to realize the rapid development of the construction industry, transformation is the inevitable development direction of the construction industry in the future, which requires the help of science and technology. With the development of science and technology, information technology and big data have been applied to all walks of life, and these are also important means to support the transformation of the construction industry. In order to achieve green development, reducing energy consumption is an inevitable measure. Energy consumption analysis and reduction can be realized by establishing energy consumption monitoring platform based on big data. The application of BIM system is an information-based energy consumption analysis method. This technology can realize the analysis and prediction of energy consumption, so as to determine the appropriate way to save energy, and even estimate the corresponding cost. It is of great significance to establish a suitable energy-saving scheme.","PeriodicalId":44705,"journal":{"name":"International Journal of Fuzzy Logic and Intelligent Systems","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82439457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Human motion analysis and action scoring technology for sports training based on computer vision features 基于计算机视觉特征的运动训练人体动作分析与动作评分技术

IF 1.3

International Journal of Fuzzy Logic and Intelligent Systems Pub Date : 2021-01-01 DOI: 10.3233/JIFS-219092

Yongheng Bai, Yinggang Chen

引用次数: 5

Design of English reading and learning management system in college education based on artificial intelligence 基于人工智能的高校英语阅读学习管理系统设计

IF 1.3

International Journal of Fuzzy Logic and Intelligent Systems Pub Date : 2021-01-01 DOI: 10.3233/JIFS-219125

Fengxia Zhang, Minghong She

引用次数: 4

Intelligent evaluation of trade efficiency of agricultural products between China and ASEAN: An stochastic frontier approach with noise reduction 中国与东盟农产品贸易效率的智能评价:一种带降噪的随机前沿方法

IF 1.3

International Journal of Fuzzy Logic and Intelligent Systems Pub Date : 2021-01-01 DOI: 10.3233/JIFS-189928

Shuaiwen Wang

{"title":"Intelligent evaluation of trade efficiency of agricultural products between China and ASEAN: An stochastic frontier approach with noise reduction","authors":"Shuaiwen Wang","doi":"10.3233/JIFS-189928","DOIUrl":"https://doi.org/10.3233/JIFS-189928","url":null,"abstract":"As the world’s largest free trade area among developing countries, the China-ASEAN Free Trade Area has gone through 15 years, and the China-ASEAN (Association of Southeast Asian Nations) Free Trade Area cooperation framework with tariff reduction as the core has diminished incentive effects on regional trade, the “21st Century Maritime Silk Road” strategy provide new opportunities for the upgrading and development of the China-ASEAN Free Trade Area. Based on the stochastic frontier gravity model, the random disturbance term was introduced to overcome the inevitable noise problem of macro statistical data, the trade efficiency of agricultural products between China and ASEAN were estimated in this study. The result shows that the potential for trade promotion between China and ASEAN countries is fully tapped. Based on this, it is proposed to strengthen infrastructure construction and smooth maritime trade channels with the help of the “One Road” platform. Strengthen communication and dialogue to weaken the impact of non-tariff barriers on trade, and use the Shanghai Free Trade Zone test plot to enhance the international competitiveness of Chinese agricultural product trade.","PeriodicalId":44705,"journal":{"name":"International Journal of Fuzzy Logic and Intelligent Systems","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86197081","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Research on the model of college students’ ideological and political evaluation based on data mining 基于数据挖掘的大学生思想政治评价模型研究

IF 1.3

International Journal of Fuzzy Logic and Intelligent Systems Pub Date : 2021-01-01 DOI: 10.3233/JIFS-219118

Linting

{"title":"Research on the model of college students’ ideological and political evaluation based on data mining","authors":"Linting","doi":"10.3233/JIFS-219118","DOIUrl":"https://doi.org/10.3233/JIFS-219118","url":null,"abstract":"In the whole educational system of our country, ideological and political education is an important component, and contains very rich content. With the development of the times, a variety of new information technology methods have been actively applied to the ideological and political practical teaching. At present, the group of college students is growing up with the rapid development of Internet. The “95 after generation” network “indigenous people” has undergone great changes in the evaluation body of Ideological and political education. Evaluation of Ideological and political education of the traditional value orientation gradually deconstructed, a new multi value orientation to penetrate into the body of all aspects of the behavior, must be established in accordance with the characteristics of the times subject evaluation system, the evaluation of “down to earth” and easy to be operated, rather than a mere formality. Based on the actual situation, this paper analyzes the close relationship between data mining technology and the evaluation of College Students’ Ideological and political education, and then focuses on the related problems of College Students’ Ideological and political evaluation model based on data","PeriodicalId":44705,"journal":{"name":"International Journal of Fuzzy Logic and Intelligent Systems","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83449875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0