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Self-Supervised Learning for Multimedia Recommendation
IEEE transactions on multimedia, 2023Learning representations for multimedia content is critical for multimedia recommendation. Current representation learning methods roughly fall into two groups: (1) using the historical interactions to create ID embeddings of users and items, and (2 ...
Zhulin Tao+6 more
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DualGNN: Dual Graph Neural Network for Multimedia Recommendation
IEEE transactions on multimedia, 2023One of the important factors affecting micro-video recommender systems is to model the multi-modal user preference on the micro-video. Despite the remarkable performance of prior arts, they are still limited by fusing the user preference derived from ...
Qifan Wang+6 more
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Secure spread spectrum watermarking for multimedia
IEEE Transactions on Image Processing, 1997This paper presents a secure (tamper-resistant) algorithm for watermarking images, and a methodology for digital watermarking that may be generalized to audio, video, and multimedia data.
I. Cox+3 more
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Learning Hybrid Behavior Patterns for Multimedia Recommendation
ACM Multimedia, 2022Multimedia recommendation aims to predict user preferences where users interact with multimodal items. Collaborative filtering based on graph convolutional networks manifests impressive performance gains in multimedia recommendation.
Zongshen Mu+4 more
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Multimedia and multimedia communication: a tutorial
IEEE Transactions on Industrial Electronics, 1998This paper presents, in a tutorial fashion, the important features of multimedia technology. The specific areas addressed are multimedia and compression standards, computer networks, multimedia transport, and some specific applications employed by industry to date. Multimedia and the effective and efficient communication of multimedia using compression
J.D. Irwin, Chwan-Hwa Wu
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Visible Learning Guide to Student Achievement, 2019
This article defines and exemplifies multimedia learning and multimedia instruction, describes theoretical frameworks for multimedia learning and multimedia instruction, summarizes evidence-based principles for how to design multimedia instruction, and ...
R. Mayer
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This article defines and exemplifies multimedia learning and multimedia instruction, describes theoretical frameworks for multimedia learning and multimedia instruction, summarizes evidence-based principles for how to design multimedia instruction, and ...
R. Mayer
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Multimedia Environmental Models
, 2020INTRODUCTION Introduction Some Basic Concepts Units The Environment as Compartments Mass Balances Eulerian and Lagrangian Coordinate Systems Steady-State and Equilibrium Diffusive and Non-Diffusive Environmental Transport Processes Residence Times and ...
D. Mackay
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RETRACTED: Design and implementation of college English multimedia aided teaching resources
The International Journal of Electrical Engineering & Education, 2021With the advancement of multimedia technology, a series of problems have emerged in the reform of college English teaching. How to use multimedia to assist college students in English learning has become a meaningful study.
Lin Hu, W. Yao
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RETRACTED: Multimedia technology-assisted stereo geometry teaching
The International Journal of Electrical Engineering & Education, 2021Multimedia technology makes our life more stereoscopic and intuitive. Graphic images and animations are the most important part of multimedia information expression.
Yu Wang
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