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Stepwise Fusion Transformer for Affective Video Content Analysis
In the field of video content analysis, affective video content analysis is an important part. This paper presents an efficient multimodal multilevel...
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A deep perceptual framework for affective video tagging through multiband EEG signals modeling
Nowadays, multimedia content, such as photographs and movies, is ingrained in every aspect of human lives and has become a vital component of their...
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Neural correlates of affective content: application to perceptual tagging of video
Over the past years, a digital multimedia uprising has been experienced in every walk of life, due to which the un-annotated or unstructured...
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ML-TFN: Multi Layers Tensor Fusion Network for Affective Video Content Analysis
Affective video content analysis is a task of automatically recognizing the emotions induced by the video, which is important in video content...
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The mediating role of instructional design and video length between grade level and pupil-content interaction in instructional mathematics videos on YouTube
The use of instructional videos is rampant in education; however, their interaction is limited by weak instructional design. Gagne has never insisted...
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A survey of micro-video analysis
As opposed to traditional video, a micro-video is a short video that is spread on social platforms. As user-generated contents, micro-videos have...
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Efficient Method for Video Sentiment Analysis
Nowadays, the acquisition of deep knowledge is carried out in many fields like tracking objects from image/video, measuring position, acquiring...
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Violent video games: content, attitudes, and norms
Violent video games (VVGs) are a source of serious and continuing controversy. They are not unique in this respect, though. Other entertainment...
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Affective TV: Concepts of Affective Computing Applied to Digital Television
The traditional broadcast TV viewing experience has barely evolved since its inception, remaining mostly static despite many technical advances....
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Video emotion analysis enhanced by recognizing emotion in video comments
Video emotion analysis is one of the hottest topics in the video understanding community to cognize the emotion in videos for affective computing,...
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Affect-driven ordinal engagement measurement from video
User engagement is crucial for the successful completion of education and intervention programs. Automatic measurement of user engagement can provide...
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Recognition of student engagement in classroom from affective states
Student engagement is positively related to comprehension in teaching–learning process. Student engagement is widely studied in online learning...
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Going Beyond Closed Sets: A Multimodal Perspective for Video Emotion Analysis
Emotion analysis plays a crucial role in understanding video content. Existing studies often approach it as a closed set classification task, which...
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High dynamic range multimedia: better affective agent for human emotional experience
Affective computing is an important research area for develo** an emotion recognition system. In such systems, stimuli for emotion elicitation are...
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A generic architecture of an affective recommender system for e-learning environments
Personalization of suggestions of contents plays a key role in adaptive virtual learning environments. Good recommendations can raise the interest of...
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Full caption, English proficiency and their relationships with behavioral, cognitive and emotional student engagement in Chinese EFL college content-based instruction video learning
A total of 169 Chinese college students were divided into high proficiency and low proficiency learners according to a College English Test, and...
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A review of eye tracking research on video-based learning
Eye tracking technology is increasingly used to understand individuals’ non-conscious, moment-to-moment processes during video-based learning. This...
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A lexicon-based approach for sentiment analysis of multimodal content in tweets
Sentiment analysis (SA) is widely used in various applications such as online opinion gathering for policy directives in government, monitoring of...
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Examining the Effects of the Utility Value Intervention on Learners’ Emotions and Conceptual Understanding in Online Video-based Learning
In asynchronous online video-based learning, learners experience various affective states, which may make them disengaged and negatively influence...
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Analysis of Procedural Generated Textures for Video Games Using a CycleGAN
The creation of content for video games is a costly and time consuming task if done manually. Especially in modern times, the amount of content...