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Results: 74
On the Personalized Learning Space in Educational Metaverse Based on Heart Rate Signal
The application of the metaverse provides a new perspective for educational innovation and talent training in the new century. By creating multi-channel perceptions such as sight, hearing, and touch through the VR/AR/MR...
Published by: IGI Global
On the Cognitive Load of Online Learners With Multi-Level Data Mining
A lot of studies have shown that there is an “inverse U-curve” relationship between learners' grades and cognitive load. Learners' grades are closely related to their learning behavior characteristics on online learning. Is...
Published by: IGI Global
Integration of Multi-Omics Data to Identify Cancer Biomarkers
A novel method for integrating multi-omics data, including gene expression, copy number variation, DNA methylation, and miRNA data, is proposed to identify biomarkers of cancer prognosis. First, survival analysis was performed...
Published by: IGI Global
What Attracts Followers?
Although business and researchers acknowledge the importance of social media, little research has been conducted to explore what attracts people to follow brand Twitter accounts. This research attempts to achieve an analytical...
Published by: IGI Global
Mobile Edge Computing to Assist the Online Ideological and Political Education
With the rapid development of mobile Internet technology, mobile network data traffic presents an explosive growth trend. Especially, the proportion of mobile video business has become a large proportion in mobile Internet...
Published by: IGI Global
Virtual Sample Generation and Ensemble Learning Based Image Source Identification With Small Training Samples
Nowadays, source camera identification, which aims to identify the source camera of images, is quite important in the field of forensics. There is a problem that cannot be ignored that the existing methods are unreliable and...
Published by: IGI Global
Risk Prediction for Internet Financial Enterprises by Deep Learning Algorithm and Sustainable Development of Business Transformation
Yuting Zhao
Sep 01, 2021
It is necessary to find new ideas of business transformation of traditional financial enterprises under the background of Internet finance. Based on DL (deep learning) algorithm, the BPNN (Back Propagation neural network) model...
Published by: IGI Global
Survey of Reading Promotion of Public Libraries in China
Reading promotion is a key service of the public library. This article investigates the current state of reading promotion in public libraries in China. There were 86 public libraries chosen as a sample. The research finds that...
Published by: IGI Global
Dual-Population Co-Evolution Multi-Objective Optimization Algorithm and Its Application
In the multi-objective optimization algorithm, the parameter strategy has a huge impact on the performance of the algorithm, and it is difficult to set a set of parameters with excellent distribution and convergence performance...
Published by: IGI Global
Sustainable Reuse Strategies of Enterprise Financial Management Model Following Deep Learning Under Big Data
The study aims to help enterprises to formulate a financial sustainable development strategy. A financial crisis forecast system based on deep learning (DL) is proposed to assist enterprises in checking their financial bills in...
Published by: IGI Global
What Attracts Followers?
Although business and researchers acknowledge the importance of social media, little research has been conducted to explore what attracts people to follow brand Twitter accounts. This research attempts to achieve an analytical...
Social Networking Business and Management Marketing Media and Communications Computer Science and Information Technology
Published by: IGI Global
Technical and Economic Evaluation and Development Policy Suggestions of LNG Power Plants
The return on investment (RIO) of a Liquefied natural gas (LNG) power plant is lower than that of conventional power plants with high pollution due to the “take or pay” supply mode of natural gas and the two-shift peak shaving...
Published by: IGI Global
3D Virtual Learning Environment for Acquisition of Cultural Competence
As educational systems emphasize and experiment with forms of online and remote learning, it is increasingly important to investigate the cultural competence of instructional designers. This chapter addresses the experiences of...
Virtual Learning Environments Education Educational Technologies Computer Science and Information Technology
Published by: IGI Global
Prediction of Hot Topics of Agricultural Public Opinion Based on Attention Mechanism LSTM Model
In order to timely and accurately analyze the focus and appeal of public opinion on the Internet, A LSTM-ATTN model was proposed to extract the hot topics and predict their changing trend based on tens of thousands of news and...
Environmental Technologies Environmental, Agricultural, and Physical Sciences Environmental Science and Technologies
Published by: IGI Global
Sea-Land Integrated Pollution Control Mode applied to Beidaihe Offshore Area
A Sea-Land Integrated Pollution Control Mode(SLIPCM) is extremely needed as the Beidaihe offshore area experiences the deterioration of water environmental quality and degradation of ecosystem service functions. In this study, a...
The Influence of E-Book Teaching on the Motivation and Effectiveness of Learning Law by Using Data Mining Analysis
This paper studies the motivation of learning law, compares the teaching effectiveness of two different teaching methods, e-book teaching and traditional teaching, and analyses the influence of e-book teaching on the...
Published by: IGI Global
Design and Development of Ternary-Based Anomaly Detection in Semantic Graphs Using Metaheuristic Algorithm
At present, the field of homeland security faces many obstacles while determining abnormal or suspicious entities within the huge set of data. Several approaches have been adopted from social network analysis and data mining;...
Published by: IGI Global
Who Should Open Offline Showrooms?
The consumption experience is taken seriously by consumers, and increasingly, firms open offline showrooms for this. Showrooms can help to resolve the uncertainty of consumer perceived value and brand preference in online...
Published by: IGI Global
Measurement Method and Application of a Deep Learning Digital Economy Scale Based on a Big Data Cloud Platform
In recent years, with the acceleration of the process of economic globalization and the deepening of my country's financial liberalization, the scale of international short-term capital flows has been extremely rapid. This...
Published by: IGI Global
3D Virtual Learning Environment for Acquisition of Cultural Competence
As educational systems emphasize and experiment with forms of online and remote learning, it is increasingly important to investigate the cultural competence of instructional designers. This chapter addresses the experiences of...
Virtual Communities & Virtual Reality Computer Science and Information Technology Human-Computer Interaction Media and Communications Social Sciences and Humanities
Published by: IGI Global
A Blind Print-Recapture Robust Watermark Scheme by Calculating Self-Convolution
A blind print-recapture robust watermark scheme is proposed. Watermark patterns are embedded into the space domain of a color image and can be detected from a print-recaptured version of the image without knowledge of the...
Published by: IGI Global
Are Industrial Structure Adjustment and Technical Progress Conducive to Environmental Improvement?
China actively broadens its channels for environmental protection and limits pollutant emissions through industrial structure adjustment and technical progress. Based on panel data of 30 provinces in China from 2003 to 2017...
Published by: IGI Global
Blockchain Traceability Valuation for Perishable Agricultural Products Under Demand Uncertainty
Various perishable agricultural products are recalled due to harmful health risks. Blockchain has been used to reduce the amount of such products wasted and disposed. Specifically, a supply chain with a wholesaler, a retailer...
Published by: IGI Global
A Novel Particle Swarm Optimization With Genetic Operator and Its Application to TSP
To solve some problems of particle swarm optimization, such as the premature convergence and falling into a sub-optimal solution easily, we introduce the probability initialization strategy and genetic operator into the...
Published by: IGI Global
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