3C TIC: Cuadernos de desarrollo aplicados a las TIC最新文献

Quantization and application of low-rank tensor decomposition based on the deep learning model. 基于深度学习模型的低秩张量分解的量化及应用。

3C TIC: Cuadernos de desarrollo aplicados a las TIC Pub Date : 2023-03-31 DOI: 10.17993/3ctic.2023.121.330-350

Jia Zhao

{"title":"Quantization and application of low-rank tensor decomposition based on the deep learning model.","authors":"Jia Zhao","doi":"10.17993/3ctic.2023.121.330-350","DOIUrl":"https://doi.org/10.17993/3ctic.2023.121.330-350","url":null,"abstract":"Watching the presentation of a large-scale network is very important for network state tracking, performance optimization, traffic engineering, anomaly detection, fault analysis, etc. In this paper, we try to develop deep learning technology to solve the defect problem of tensor filling based on inner product interaction. To solve the limitations of the existing tensor-filling algorithms, a new neural tensor-filling (NTC) model is proposed. NTC model can effectively type the third-order communication between data landscapes through outer creation operation. It creates the third-order interaction mapping tensor. On this basis, the interaction between local features of the 3D neural network is studied. In this paper, another fusion neural tensor filling (Fu NTC) model is proposed to solve the problem that the NTC model can only extract the nonlinear complex structural information between potential feature dimensions. In the framework of the neural network, the NTC model and tensor decomposition model share the same potential feature embedding. It can effectively extract nonlinear feature information and linear feature information at the same time. It achieves higher precision data recovery.","PeriodicalId":237333,"journal":{"name":"3C TIC: Cuadernos de desarrollo aplicados a las TIC","volume":"153 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122283762","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

Calculation and analysis of the impact of Microsoft security-assisted physical education model on college basketball teaching in the Internet information era 网络信息时代微软安全辅助体育教学模式对高校篮球教学影响的计算与分析

3C TIC: Cuadernos de desarrollo aplicados a las TIC Pub Date : 2023-03-31 DOI: 10.17993/3ctic.2023.121.152-174

Chenjing Zhou

{"title":"Calculation and analysis of the impact of Microsoft security-assisted physical education model on college basketball teaching in the Internet information era","authors":"Chenjing Zhou","doi":"10.17993/3ctic.2023.121.152-174","DOIUrl":"https://doi.org/10.17993/3ctic.2023.121.152-174","url":null,"abstract":"With the rapid development of information technology in China in recent years, the network-sharing function in social software such as \"WeChat\" has begun to serve as a safety aid for educational work and promote the emergence of a new teaching model, so this paper proposes a new idea of basketball teaching based on the WeChat safety-aided sports model. Firstly, under the method of research, the importance of the practical part of the teaching content of the basketball specialization course is analyzed by principal component analysis; then the suitability of basketball teaching theory under WeChat safety-assisted is analyzed according to the correlation reliability test, measurement ANOVA and post hoc test of score rate; based on Kinect sensing technology, a basketball teaching model based on Kinect motion capture and joint construction is constructed; finally Obtain weights according to different weight calculation methods and construct a basketball teaching quality evaluation system based on fuzzy synthesis. The results showed that the experimental class achieved 3.16±1.609 (pcs) and 82.38±8.450 (points) in the 4-meter fixed distance passing into the zone; 35.18±9.167 (sec) and 84.72±10.798 (points) in the half-court dribbling and folding marching layup; 4.8-meter fixed distance one-handed over-the-shoulder basketball in the experimental class. The experimental class achieved the standard score of 3.63±2.282 (one) and the technical evaluation score of 82.28±7.857 (points) for the 4.8m fixed distance one-handed over-the-shoulder shot.","PeriodicalId":237333,"journal":{"name":"3C TIC: Cuadernos de desarrollo aplicados a las TIC","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134204192","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

Application of AR virtual implantation technology based on deep learning and emotional technology in the creation of interactive picture books 基于深度学习和情感技术的AR虚拟植入技术在互动绘本创作中的应用

3C TIC: Cuadernos de desarrollo aplicados a las TIC Pub Date : 2023-03-31 DOI: 10.17993/3ctic.2023.121.176-198

Si-yu Liu, Peng Peng, Lei Cao

{"title":"Application of AR virtual implantation technology based on deep learning and emotional technology in the creation of interactive picture books","authors":"Si-yu Liu, Peng Peng, Lei Cao","doi":"10.17993/3ctic.2023.121.176-198","DOIUrl":"https://doi.org/10.17993/3ctic.2023.121.176-198","url":null,"abstract":"In recent years, the field of deep learning has flourished, not only breaking through many difficult problems that are difficult to be solved by traditional algorithms but also bursting with greater vitality when combined with other fields. For example, product emotional design based on deep learning can integrate users' emotional needs into the actual product design. In this paper, we aim to use deep learning and affective technology in the creation of AR interactive picture books to transform the reading process from static to dynamic, enrich visual stimulation, and increase the fun and interactivity of reading. In this paper, based on the three-level theoretical model of emotion, the emotion labeling results are input to a deep neural network for learning, to establish an emotion-based recognition model for picture book images. The results show that the model can well analyze the emotion of images in AR picture books, and the accuracy of prediction is a big improvement compared with traditional machine recognition algorithms. The application of AR virtual implantation technology in interactive picture books on the market is often just a marketing gimmick while combining deep learning and emotional technology can better create diverse interactive picture books to meet children's emotional reading needs, enhance reading engagement, and stimulate children's creativity.","PeriodicalId":237333,"journal":{"name":"3C TIC: Cuadernos de desarrollo aplicados a las TIC","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131246408","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

Particulate Matter Levels Classification Using Modified and Combined ResNet Models with Low Features Extraction 基于低特征提取的改进和组合ResNet模型的颗粒物水平分类

3C TIC: Cuadernos de desarrollo aplicados a las TIC Pub Date : 2023-03-31 DOI: 10.17993/3ctic.2023.121.378-398

Rayan Awni Matloob, Mohammed Ahmed Shakir

引用次数: 0

The role of social networking sites in promoting the culture of Iraqi rural women and empowering them 社交网站在促进伊拉克农村妇女文化和赋予她们权力方面的作用

3C TIC: Cuadernos de desarrollo aplicados a las TIC Pub Date : 2023-03-31 DOI: 10.17993/3ctic.2023.121.352-376

Haider Falah Zaeid, Noor Kareem Yasir, Saad Ibrahim Abbas

{"title":"The role of social networking sites in promoting the culture of Iraqi rural women and empowering them","authors":"Haider Falah Zaeid, Noor Kareem Yasir, Saad Ibrahim Abbas","doi":"10.17993/3ctic.2023.121.352-376","DOIUrl":"https://doi.org/10.17993/3ctic.2023.121.352-376","url":null,"abstract":"Social networking sites are highly effective in serving the community and empowering it cognitively and politically because of its impact on its users and visitors through the information and ideas it provides, mostly free of it without a political, social or inappropriate agenda, Its goal was to advance the knowledge and scientific aspects of the visitors of these sites, and this in itself is a positive step, calculated for those in charge of it. In his research entitled \"The role of social networking sites in promoting the culture of Iraqi rural women and empowering them, the researcher seeks to identify the role of social networking sites in serving rural women, and how Iraqi rural women use these sites, and how it helps them to communicate with others, and how useful it is for rural women to enhance their culture and empower them intellectually and politically. The researcher hopes to discuss the role of social media in the effective empowerment of rural women in an academic manner through modern and considered sources, as well as asking a number of questions through the questionnaire form to Iraqi rural women and identifying the role of social networking sites in empowering them, in order to reach results that serve the objectives of the conference and scientific research.","PeriodicalId":237333,"journal":{"name":"3C TIC: Cuadernos de desarrollo aplicados a las TIC","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115974936","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: 1

Dielectric Properties of (GO-MgO-PoPDA- PVA) nanocomposite films (GO-MgO-PoPDA- PVA)纳米复合膜的介电性能

3C TIC: Cuadernos de desarrollo aplicados a las TIC Pub Date : 2023-03-31 DOI: 10.17993/3ctic.2023.121.15-27

Tabark Ahmed Jassim, Amir Fadhil Dawood

引用次数: 0

Study of finfet transistor: critical and literature review in finfet transistor in the active filter finfet晶体管的研究:finfet晶体管在有源滤波器中的关键和文献综述

3C TIC: Cuadernos de desarrollo aplicados a las TIC Pub Date : 2023-03-31 DOI: 10.17993/3ctic.2023.121.65-81

Arsen Ahmed Mohammede, Zaidoon Khalaf Mahmood, H. Demirel

{"title":"Study of finfet transistor: critical and literature review in finfet transistor in the active filter","authors":"Arsen Ahmed Mohammede, Zaidoon Khalaf Mahmood, H. Demirel","doi":"10.17993/3ctic.2023.121.65-81","DOIUrl":"https://doi.org/10.17993/3ctic.2023.121.65-81","url":null,"abstract":"For several decades, the development of metal-oxide-semiconductor field-effect transistors have made available to us better circuit time and efficiency per function with each successive generation of CMOS technology. However, basic product and manufacturing technology limitations will make continuing transistor scaling difficult in the sub-32 nm zone. Field impact transistors with fins were developed. offered as a viable solution to the scalability difficulties. Fin field effect transistors can be made in the same way as regular CMOS transistors, allowing for a quick transition to production. The use of inserted-oxide FinFET technology was presented as a solution to continue transistor scaling. Due to gate fringing electric fields through the added oxide (SiO2) layers, the electromagnetic integrity of an iFinFET is superior to that of a FinFET. We discovered that the proposed mobility model functions admirably and that the Joule effect mostly influences the drain current and the heat source. The major goal of this work is to compare the performance characteristics of combinational logic using CMOS and FinFET technology. The inverting gate is modelled in HSPICE simulation on a 32nm transistor size utilising CMOS and FinFET structures, and respective performances, such as energy consumed, are examined.","PeriodicalId":237333,"journal":{"name":"3C TIC: Cuadernos de desarrollo aplicados a las TIC","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131060268","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

Fabric yarn detection based on improved fast R-CNN model 基于改进快速R-CNN模型的织物纱线检测

3C TIC: Cuadernos de desarrollo aplicados a las TIC Pub Date : 2023-03-31 DOI: 10.17993/3ctic.2023.121.287-306

Haiyan Xu

{"title":"Fabric yarn detection based on improved fast R-CNN model","authors":"Haiyan Xu","doi":"10.17993/3ctic.2023.121.287-306","DOIUrl":"https://doi.org/10.17993/3ctic.2023.121.287-306","url":null,"abstract":"With the rapid development of modern computer technology, and gradually combined with the textile industry, the application of modern computer technology in the field of textile is increasingly extensive, which makes textile production gradually move towards the road of automation development. This paper proposes an automatic detection method of simple weave fabric density based on computer image vision. Computer vision and digital image processing technology are used to analyze and identify the simple weave fabric's warp and weft yarn information and calculate the fabric density. To avoid the phenomenon of warp and weft yarn skew, a method of fabric skew correction based on the Radon transform is proposed. The optimal decomposition order of these four fabrics is k = 2, k = 5, and k = 3. The decomposition series is k. It is found that the relative error of both warp and weft density is about 1.00%. Most of the data obtained by the method of correlation coefficient curve to determine the optimal decomposition series are consistent with the results of the energy curve method. The relative error of the density test results of No. 3 fabric, No. 6 fabric, and No. 7 fabric is higher than 10%, and the relative error of No. 3 fabric is the highest, reaching 66%. This shows serious errors in these three fabrics' warp and weft density. To solve the problems of simple weave fabric density detection, the corresponding algorithm is used to solve the problems. Finally, good results are obtained, which verifies the feasibility of this method. It is significant to realize the automatic measurement of fabric density in textile factories.","PeriodicalId":237333,"journal":{"name":"3C TIC: Cuadernos de desarrollo aplicados a las TIC","volume":"126 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132482723","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

Effect of method nano application with NPK fertilizer on the vegetative growth of two grape cultivars (Vitis Vinifera L.) 纳米磷肥配施氮磷钾对两个葡萄品种营养生长的影响

3C TIC: Cuadernos de desarrollo aplicados a las TIC Pub Date : 2023-03-31 DOI: 10.17993/3ctic.2023.121.118-131

Nabil Mohammed Ameen Alimam, Sarah Ahmed Mokeem Hasan

{"title":"Effect of method nano application with NPK fertilizer on the vegetative growth of two grape cultivars (Vitis Vinifera L.)","authors":"Nabil Mohammed Ameen Alimam, Sarah Ahmed Mokeem Hasan","doi":"10.17993/3ctic.2023.121.118-131","DOIUrl":"https://doi.org/10.17993/3ctic.2023.121.118-131","url":null,"abstract":"This studied the effect of method’s and efficiency application of nano- NPK fertilizer (0, 1 and 2. l-1) in addition to the soil or foliar spray on the vegetative growth of Olivetti noier and Thompson Seedless young grapevines grown under Nineveh Governorate during 2021 season. Applications three levels of nano- NPK 0, 2 and 4gm. as soil addition either alone or in combination with foliar application of nano- NPK sprayed three times at 0, 1 and 2.l-1 significantly promoted all vegetative growth traits, height and diameter of the main stem, number of leaves, chlorophyll concentration in leaves, leaf area and leaf area. Moreover, these treatments resulted of vegetative growth parameters compared with untreated (control). Result showed that fertilization with the addition of 4 gm. Nano NPK.l-1, led to a significant increase in the rates of height and diameter of the main stem, number of leaves, chlorophyll concentration in leaves. Foliar fertilization with 2 gm. Nano NPK l-1, led to a significant improving main stem diameter of seedling, leaf area, leaf area of seedling, chlorophyll concentration in leaves. Spray with 1 gm. Nano NPK l-1 led to a significant increase in the height of the main stem and the number of leaves per seedling. Thompson Seedless grape cv. over Olivetti noier cv. in height and diameter of the main stems, leaf area and the leaf area of the seedling.","PeriodicalId":237333,"journal":{"name":"3C TIC: Cuadernos de desarrollo aplicados a las TIC","volume":"718 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122992774","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

Innovation of college pop music teaching in traditional music culture based on robot cognitive-emotional interaction model 基于机器人认知-情感互动模型的传统音乐文化下高校流行音乐教学创新

3C TIC: Cuadernos de desarrollo aplicados a las TIC Pub Date : 2023-03-31 DOI: 10.17993/3ctic.2023.121.200-220

Hua Zhou

{"title":"Innovation of college pop music teaching in traditional music culture based on robot cognitive-emotional interaction model","authors":"Hua Zhou","doi":"10.17993/3ctic.2023.121.200-220","DOIUrl":"https://doi.org/10.17993/3ctic.2023.121.200-220","url":null,"abstract":"Emotional computing and artificial psychology is a new research direction that has received increasing attention in the field of harmonious human-computer interaction and artificial intelligence and is also a new intersection of mathematics, information science, intelligence science, neuroscience, physiology, psychological science and other multidisciplinary intersection. The current problems and drawbacks in the teaching of popular music in colleges and universities, and the search for methods and measures to reform and innovate popular music education in colleges and universities are the difficulties of current music teaching work. In this paper, we try to apply a robot cognitive-emotional interaction model to college pop music teaching, and establish an emotional interaction model based on reinforcement learning with the help of cognitive-emotional computing of human-computer interaction, to be able to integrate emotional interaction in pop music teaching and to make an accurate emotional analysis of students' singing effect. Different from traditional music teaching methods, the robot-based cognitive-emotional interaction model established in this paper can establish an innovative teaching model for college pop music teaching and optimize the teaching effect.","PeriodicalId":237333,"journal":{"name":"3C TIC: Cuadernos de desarrollo aplicados a las TIC","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130708566","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