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Results: 102
Multi-Layer Fusion Neural Network for Deepfake Detection
Recently, the spread of videos forged by deepfake tools has been widely concerning, and effective ways for detecting them are urgently needed. It is known that such artificial intelligence-aided forgery makes at least three...
Published by: IGI Global
Intelligent Anti-Jamming Decision Algorithm of Bivariate Frequency Hopping Pattern Based on DQN With PER and Pareto
To improve the anti-jamming performance of frequency hopping system in complex electromagnetic environment, a Deep Q-Network algorithm with priority experience replay (PER) based on Pareto samples (PPER-DQN) is proposed, which...
Published by: IGI Global
Analysis of the Application of Information Technology in the Management of Rural Population Return Based on the Era of Big Data
Zheng Cai
May 01, 2022
Based on rural population return management, governance theory, and information technology theory, this paper analyzes the specific performance of rural areas in managing population return, and describes the overview, quantity...
Published by: IGI Global
Research on the Risk of Social Stability of Enterprise Credit Supervision Mechanism Based on Big Data
The study aims to establish a platform-based enterprise credit supervision mechanism, and combined with big data, accurately evaluate the credit assets of enterprises under the influence of social stability risk, and improve the...
Published by: IGI Global
Book Review
Dongmei Zheng
Oct 31, 2022
The multimodal presentation of humour on digitalized networking platforms such as smart phones and live streaming has undoubtedly increased its degree of difficulty to translate. Humour translation in the age of multimedia is...
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
An Empirical Study on Impact of Management Capabilities for the Multinational Company's Sustainable Competitive Advantage
Based on the deep learning (DL) theory, the study takes the multinational corporation technology company A as the research target, and explores the impact of information technology (IT) management capabilities on the sustainable...
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
Smart Farming
With the increasing demand on smart agriculture, the effective growth of a plant and increase its productivity are essential. To increase the yield and productivity, monitoring of a plant during its growth till its harvesting is...
Environmental Technologies Environmental, Agricultural, and Physical Sciences Environmental Science and Technologies
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
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
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
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...
An Empirical Study on Cross-Border E-Eommerce Talent Cultivation Based on Skill Gap Theory and Big Data Analysis
To solve the dilemma between the increasing demand for cross-border e-commerce talents and incompatible students’ skill level, Industry-University-Research cooperation, as an essential pillar for inter-disciplinary talent...
Published by: IGI Global
Brain Tumor Segmentation From Multimodal MRI Data Based on GLCM and SVM Classifier
The segmentation of MRI brain tumors utilizes computer technology to segment and label tumors and normal tissues automatically on multimodal brain images, which plays an important role in disease diagnosis, treatment planning...
Published by: IGI Global
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
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
The Effect of Social Support on Emotional Labor Through Professional Identity
Wei Liu, Xiaoyan Liang, Leven Zheng, Hengchun Zhao, Youqing Fan, Weisheng Chiu, Xue Jiang
Jan 01, 2022
Drawing on the conservation of resources (COR) theory, the authors investigate whether and how social support impacts the emotional labor of live streamers through professional identity. They also explore the boundary conditions...
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
Designing Controlled Chinese Rules for MT Pre-Editing of Product Description Text
The study aims to investigate how pre-editing based on controlled Chinese rules can be an effective approach to improving Chinese-to-English machine translation (MT) output. Based on the analysis of comparable texts, and by...
Published by: IGI Global
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