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ویرایش: 1st ed. نویسندگان: Vijayan Sugumaran, Zheng Xu, Huiyu Zhou سری: Advances in Intelligent Systems and Computing 1233 ISBN (شابک) : 9783030514303, 9783030514310 ناشر: Springer International Publishing;Springer سال نشر: 2021 تعداد صفحات: 815 زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 43 مگابایت
کلمات کلیدی مربوط به کتاب کاربرد سیستم های هوشمند در تجزیه و تحلیل اطلاعات چندوجهی: مجموعه مقالات کنفرانس بین المللی 2020 تجزیه و تحلیل اطلاعات چند مدلی (MMIA2020)، جلد 1: مهندسی، هوش محاسباتی
در صورت تبدیل فایل کتاب Application of Intelligent Systems in Multi-modal Information Analytics: Proceedings of the 2020 International Conference on Multi-model Information Analytics (MMIA2020), Volume 1 به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب کاربرد سیستم های هوشمند در تجزیه و تحلیل اطلاعات چندوجهی: مجموعه مقالات کنفرانس بین المللی 2020 تجزیه و تحلیل اطلاعات چند مدلی (MMIA2020)، جلد 1 نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
این کتاب مجموعه مقالات کنفرانس بینالمللی 2020 درباره کاربردهای سیستمهای هوشمند در تجزیه و تحلیل اطلاعات چندوجهی، که در چانگژو، چین، در 18 تا 19 ژوئن 2020 برگزار شد، ارائه میکند. پوشش جامعی از آخرین پیشرفتها و روندهای فناوری اطلاعات، علوم و مهندسی. این به تعدادی از موضوعات گسترده، از جمله داده کاوی، انفورماتیک چندوجهی، سیستمهای مبتنی بر عامل و چند عاملی برای انفورماتیک بهداشت و آموزش، که الهامبخش توسعه فناوریهای اطلاعاتی هوشمند است، میپردازد. مشارکتها طیف گستردهای از موضوعات مانند کاربردهای هوش مصنوعی و نوآوریها در انفورماتیک بهداشت و آموزش را پوشش میدهند. مدیریت داده و دانش؛ مدیریت برنامه چند وجهی؛ و کاوی وب / رسانه های اجتماعی برای انفورماتیک چند وجهی. این کتاب با تشریح مسیرهای پژوهشی امیدوارکننده در آینده، منبع ارزشمندی برای دانشجویان، محققان و متخصصان و راهنمای مرجع مفیدی برای تازه واردان به این رشته است.
This book presents the proceedings of the 2020 International Conference on Intelligent Systems Applications in Multi-modal Information Analytics, held in Changzhou, China, on June 18–19, 2020. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering. It addresses a number of broad themes, including data mining, multi-modal informatics, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The contributions cover a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multi-modal application management; and web/social media mining for multi-modal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals, and a useful reference guide for newcomers to the field.
Front Matter ....Pages i-xxxvi
Front Matter ....Pages 1-1
Spectrum Sensing Method in Multi-primary Users Environment (Zhijun Gao, Li Dai, Xin Wang, Languang Zhao, Jianshun Liu)....Pages 3-8
ICT-Based Information Platform Architecture of Maritime Cargo Transportation Supply Chain (Yue Zhao, Changfu Yuan, Jiabao Du, Yi Wang)....Pages 9-15
Under the Background of Digital College Financial Problems Existing in the Informatization Construction and Solving Suggestion (Hongxu Gao)....Pages 16-21
Collaborative Workflow-Based Enterprise Information System (Bin Huang, Qilong Teng, You Tang)....Pages 22-27
E-Commerce Profit Evaluation of Agricultural Products Based on Grey Prediction Algorithm (Shuangying Liu)....Pages 28-33
Customer Segmentation and Management of Online Shops Based on RFM Model (Yulu He, Yanxia Cheng)....Pages 34-41
Digital Service Evaluation System Based on Enterprise Operation Management Mode (Chaohu He, Xiong Qi, Li An)....Pages 42-46
Information Disclosure Violation of Small and Medium-Sized Listed Companies Based on Strauss’ Grounded Theory (Ronghui Xu)....Pages 47-53
Evaluation Modeling Establishment for the Risk Degree of Ship Collision (Hongdan Liu, Yue Sun, Bing Li)....Pages 54-63
Choice of Profit Models for the Transformation and Development of Traditional Industrial Enterprises in the Internet Industry (Shanshan Wu, Xingpei Ji, Rui Tang)....Pages 64-69
Influence of Internet Finance on Commercial Bank Financial Services (Zi Wang)....Pages 70-75
Evaluation of Mixed Ownership Reform Based on Fuzzy Logic (Hualei Zhang, Jian Zhao, Liling Huang, Jing Wang)....Pages 76-83
Development of Cross-Border E-commerce Based on Big Data Analysis (Huanhuan Ma)....Pages 84-89
Methods of Making Courseware for College English Teaching in the Information Age (Lin Zhang, Jianli Guo)....Pages 90-95
Performance Evaluation of Guangdong Province Technology Finance Based on DEA Model (Junfeng Zhao, Xue Deng, Lu Shen, Cuirong Huang, Chuangjie Chen)....Pages 96-104
Traceability System Construction of Agricultural Products Cross-Border E-commerce Logistics from the Perspective of Blockchain Technology (Yulin Luo, Chao Xie)....Pages 105-111
Express Delivery Services Customer Satisfaction Based on PLS_SEM (Huali Cai, Xuemei Wei, Fang Wu, Yanjun Gu, Ning Zhang)....Pages 112-116
Expectation to the Accounting Personnel Under the Information Background (Xiuqing Wang)....Pages 117-122
Brand Strategy Management of Agricultural Products Based on Information Age (Chunming Liu)....Pages 123-129
A Brief Analysis of the Innovation of International Trade Methods Based on Network Economy (Yushu Ding)....Pages 130-136
Financial Management Teaching Mode Based on MOOC Under the Background of Informatization (Zhe Wang)....Pages 137-142
Supply Chain Financing Strategy in Sports Industry Based on Game Theory (Shujuan Li)....Pages 143-149
Risk Evaluation of Project Bidding Based on TOPSIS Model (Wanfeng Liu, Yiqiong Gao, Tiecheng Yan, Lixiang Cao)....Pages 150-157
The Chain Operation Model of Private Kindergartens in Shanxi Based on Optimal Dynamic Programming (Zhaojun Pang)....Pages 158-163
Internal Control of Enterprise Finance Based on SQL Database and Countermeasures (Bingxiang Li, Rui Tao, Meng Li)....Pages 164-168
Financial Sustainable Growth of SUNING Based on the Network Economy Service Platform (Yige Ma)....Pages 169-174
Logistics Transfer Center Planning Based on Internet of Things Technology (Hongzhen Zhang, Guibin Zhang, Xiaohua Cai)....Pages 175-182
Consumers’ Purchasing Intention of Regional Brand on E-commerce Platform (Jing Xu, Zhiling Tian)....Pages 183-189
Review of Studies on the Public-Private Partnership (PPP) for Urban Infrastructure Projects in China (Justin Wouagabe, Du Juan)....Pages 190-197
Front Matter ....Pages 199-199
Interaction Mode of “Digital Museum” on the Terminal of Digital Mobile Media (Hongjiang Liu)....Pages 201-207
English Teaching at College in Virtual Environment Based on Visualization Platform (Lijun Deng, Tao Wang)....Pages 208-216
Network-Based College English Multimedia Teaching Model (Qian Yang)....Pages 217-223
Visual Module R&D of the Intelligent Grabbing System of WIFI Module (Shufang Ma, Jiang Wu, Shuangben Jiao, Bin Xue)....Pages 224-231
The Design of Modern Shouzhou Kiln Porcelain from the Perspective of Internet (Gang Liu, Wei Jiang)....Pages 232-237
Teaching Activity Design Based on the Discipline Key Competence of IT in Secondary Vocational School (Penglong Zhang, Yongsheng Zhang, Lining Liu, Wenqian Sun)....Pages 238-245
The Local University Based on Web Service Technology Finance Internal Control System Optimization Research (Caiping Qin)....Pages 246-251
Teaching Activity Model of “PHP Website Development Technology” Course Reform Under the Background of Wisdom Education (Rongxia Wang, Baiqiang Gan)....Pages 252-257
The Application of Computer Network Technology in the Sharing of Enterprise Financial Files (Lingjun Zhu)....Pages 258-263
Analysis of Influencing Factors and Countermeasures of Computer Network Security (Yanli Liu, Meng Cui)....Pages 264-271
Computer Network Technology-Based College English Oral Course Design (Jie Huang, Juan Yi)....Pages 272-277
Functional Requirements of FPS Mobile Games Users Based on KANO Model (Xiyuan Wang, Danping Chen, Ting Fu)....Pages 278-284
Assumption of Load Balancing and Multithreading Algorithm in Cloud Environment (Zhuo Li, Lili Ma, You Tang)....Pages 285-290
Research and Design of School’s SOA Architecture Based on UDDI (Yong Chen, Yue Yang)....Pages 291-297
Application of Mixed Teaching Mode Under “Rain Classroom” Information Technology (Jun Luo, Yulan Yu)....Pages 298-304
Design and Development of Self Built Database of University Library Based on Cloud Computing (Ziqi Jia)....Pages 305-311
Exploration and Reflection on the Construction of University Archives Management System Under the Background of Information Technology (Yan Sun)....Pages 312-318
Cloud Computing with Heavy CNC Machine Tools (Juan Shao)....Pages 319-325
Application of Modern Information Technology in Course Teaching in Universities (Ying Li, Jinliang Wang)....Pages 326-331
Measurement of the Relevance of Energy Internet Industry Based on Co-integration Model (Shanshan Wu, Rui Tang)....Pages 332-338
The Application of FIRD Book Positioning Technology in Intelligent Library (Yu Zhao)....Pages 339-346
Blended Teaching Mode of Intermediate Financial Accounting Course Under the Background of “Internet +” (Libin Xie)....Pages 347-352
Migration and Integration Strategy of Virtual Machines in Cloud Data Center Based on HPGA (Zhenxiang He)....Pages 353-360
Analysis and Comparison of Routing Protocols in Wireless Sensor Networks (Binbin Yu)....Pages 361-367
Analysis of Cross-Cultural Communication from the Angle of Ecological Information Construction (Rui Dai)....Pages 368-373
Shoot Rate in Basketball Game Based on Metal Sensor (Xi Li)....Pages 374-382
College English Teaching System Based on Resource Library and Network Support Platform (Shasha Zeng)....Pages 383-390
Communication Network Transmission Optimization Algorithm (Hongchang Liu, Yizhao Liu, Chi Zhang, Yang Zheng)....Pages 391-399
Distribution Network Planning and Design Supported by PSO-AFSA Hybrid Optimization Algorithm (Chao Xun, Jieyun Zheng, Keyao Lin, Tingting Lin, Fen Xiao)....Pages 400-407
Security and Privacy of 5G Intelligent Subway Network (Zheng Zhang)....Pages 408-414
Research of College Online Teaching System Based on Cloud Computing (Chang Liu, Xiaoyu Ge)....Pages 415-421
Front Matter ....Pages 423-423
Application Research of the New Mode of “Blockchain + Higher Education” (Zhenxing Ge, Ying Hu)....Pages 425-430
Design and Implementation of Online Art Education Software Under the Background of Education Informationization 2.0 (Changcheng Cui)....Pages 431-437
Exploration of Interactive Urban Sculpture Based on Augmented Reality (Shukui Song, Yushan Zhong)....Pages 438-443
A Mean-Continuous Fuzzy Random Entropy Portfolio Model with Fuzzy Random Returns (Quande Sun, Junfeng Zhao, Xue Deng, Yingxian Lin)....Pages 444-450
Restructure of Data Mining Based Delicacy Management Platform for College Students (Weihong Chen)....Pages 451-454
Application and Development of Music Production Technology in the New Media Environment (Wei Wang)....Pages 455-460
Clothing Display Method Based on VR Technology (HuiJuan Lai, Sungwon Lee)....Pages 461-466
Text Classification Model for Public Opinion Management in Colleges and Universities Based on Improved CNN (Wenliang Luo, Jiaqiong Gao)....Pages 467-472
Comprehensive Teaching Mode Based on Blockchain (Qiang Huang, Xingjing Mao, Mantao Wang, Xinhui Feng)....Pages 473-478
Evaluation Strategy of Teacher Professional Development in Applied Universities Based on BP Neural Network (Guohua Fu)....Pages 479-486
Augmented Reality Technology Key Technologies Research (Hejia Li, Xilong Chen, Fushan Yao, Fei Gao, Jiuchao Li, Kai Yang et al.)....Pages 487-493
Application Research of Virtual Reality and Augmented Reality (Hejia Li, Yao Zhao, Fei Gao, Yun Li, Chao Tu, Kai Yang et al.)....Pages 494-499
Word Frequency Analysis and Intelligent Word Recognition in Chinese Literature Based on Neighborhood Analysis (Chunhua Liu)....Pages 500-506
A New Representation of Plane Composition in Computer Graphics Software Aided Design (Dongmei Zhang)....Pages 507-513
Optimization of Maintenance Strategy for Deteriorated Parts Based on Markov Chain (Li Jiuchao, Liang Zhou, Qi Ou)....Pages 514-520
Digital Technology-Based Pedagogy for Interpreting (Hui Ye)....Pages 521-527
The Virtual Restoration of Worship Scene on Circular Mound Altar (LeiFang Chu)....Pages 528-534
Problems and Strategies of Financial Accounting Informationization of Small and Medium-Sized Enterprises Based on Artificial Intelligence (Xingdong Zhang, Hua Cai)....Pages 535-540
Deep Integration of Mixed Teaching and Interactive Media Under Information Technology (Caihong Chen)....Pages 541-546
Influence of “Corpus Data Driven Learning + Learning Driven Data” Mode on ESP Writing Under the Background of Artificial Intelligence (Zheqian Su, Miao Liu, Man Jiang, Yongwei Shang)....Pages 547-552
The Applied Research of Teaching Reform of Computer Major Using Virtual Reality Technology to Promote (Wei Sai)....Pages 553-557
Application and Development Trend of Blockchain in the Financial Field (Danni Zhao)....Pages 558-564
Ideological Education Under the 3D Virtual Scene Applied Research in Organizational Behavior Course (He Yu, Qinglan Luo)....Pages 565-571
Virtual Reality Real-Time Communication System (Jia Fu)....Pages 572-582
Prediction Method of Basketball Players’ Shooting Rate Based on Quantum Search Algorithm (Zheng Yang)....Pages 583-592
Algorithm of Ground Stability Correction for High Difficulty Movements of Competitive (Mingming Gong)....Pages 593-601
Application Research and Analysis of College Pole Dance Teaching Based on Virtual Reality Technology (Hongbo Yu)....Pages 602-610
Dual Discriminator Generative Adversarial Networks and Their Application in Detecting Nests Built in Catenary (Zeyu Lian)....Pages 611-617
Professional Development of College Teachers in the Era of Artificial Intelligence: Role Rebuilding and Development Path (Yinjia Miao, Yi Yao)....Pages 618-626
Supplier Evaluation and Selection Based on BP Neural Network (Jinting Wang)....Pages 627-634
Study on Water Quality Prediction of Fuxian Lake Based on Elman Network (Shengping Zhao, Quan Wang, Jingrui Li)....Pages 635-640
Front Matter ....Pages 641-641
Adaptive Online Learning Model Based on Big Data (Guoping Lei, Xiuying Luo, Sen Yang, Ke Xiao)....Pages 643-649
TCM Prescription Compatibility Based on Improved Association Rules Algorithm (Mengnan Li, Xiaoqiang Ren)....Pages 650-656
Feature Analysis of Chinese Drama Based on Big Data Analysis (Chunhua Liu)....Pages 657-663
Voltage Unbalance Factors of Doubly-Fed Wind Generator Based on Big Data Analysis (Na Wang, Lei Wang)....Pages 664-669
Cultural and Creative Design Service of Faw Red Flag Car Based on Big Data Analysis Is Integrated with Automobile Industry (Jingyi Chen)....Pages 670-676
The C-E Translation of Passive Structure in Tourist Texts Based on Corpus Technology (Dan Shen, Huifang Liu)....Pages 677-682
The Influence of Chinese Traditional Culture in the Process of Teaching and Education Based on Big Data Analysis (Jianqiang Li)....Pages 683-688
The Problems and Countermeasures of University Financial-Management in the Era of Big-Data (Xiaoyan Ma)....Pages 689-694
Construction of Churn Customer Analysis System for Telecom Companies Based on Big Data (Li Wei, Hui Xie)....Pages 695-701
Application of Big Data Technology in National Emergency Management System (Yongmei Tao)....Pages 702-707
Vehicle Refueling Behavior Model Based on Spatio-Temporal Big Data Monitoring Platform (Wenbin Wang)....Pages 708-713
Construction of Information Auditing Curriculum for Auditing Major in Big Data Era (Renzao Lin)....Pages 714-719
Big Data Technology in Construction Management Informationization in Complex Environment (Ping Liu)....Pages 720-724
Higher Vocational Teaching Management System Based on Big Data (Shuyu Shi)....Pages 725-730
Influencing Factors of College Students’ Entrepreneurship Based on Big Data Analysis (Heng Zhang)....Pages 731-736
Discussion on the Application of Computer Technology in the New Media Era (Xiaona Li)....Pages 737-742
Evaluation of Scientific and Technological Innovation Capability in Guangzhou Based on Cross-Efficiency DEA (Xue Deng, Ying Liang, Luyao Feng, Chuangjie Chen, Junfeng Zhao)....Pages 743-751
Computer Security Vulnerabilities and Preventive Measures (Binbin Jiang)....Pages 752-759
Tolerance of the General Public to Homosexuality Based on Big Data Analysis (Pengnian Jin, Xiao Wan)....Pages 760-766
Heterogeneous Network Security Monitoring and Association Algorithm for Big Data (Zhenqi Liu, Yangchun Gao, Deqiang Shao)....Pages 767-772
Commodity Trading Platform Based on Big Data Analysis (Zhiqiang Cai, Jiaai Zhang)....Pages 773-780
Transformation and Upgrading of Fresh E-Commerce Mode Based on Big Data Conception (Ping Yang, Jing Wang, Liqin Hu)....Pages 781-787
Back Matter ....Pages 789-791