Artificial Intelligence-Based Real-Time Communication and Ai-Multimedia Services in Higher Education
Artificial intelligence (AI) focuses on the study and the subsequent advances and inventions in machines, systems, and other human intelligence objects, distinguished by thinking skills, learning, adaptability, and decision-making capability. Artificial intelligence is widely formulated and applied in varying ways in education, particularly by universities/colleges. AI is primarily established as information technology, a shift to internet-based and online intelligent education systems, and, eventually, integrated computer systems, other technologies, robotic devices, and internet Talkbots to execute teachers’ roles and duties individually or through instructors. Talkbots are limited to audio and text inputs. The Real-Time Communication and AI- multimedia service assistance to the learners and teachers helps the education for a higher level of performance. Another trending aspect of higher education is virtual reality or augmented reality. This research designs AI-assisted Real-Time Communication and AI-multimedia Services Framework (AI-RCMF) to support higher education in universities/colleges. The Recurrent- Convolutional Neural Network applies for information decoding from AI-multimedia resources and Dimensional Pose estimation from augmented reality objects. The simulation analysis performed for this framework results in 94.68% accuracy. The other performance metrics such as precision, recall and F1 score are evaluated in the research to compare the proposed model with existing frameworks for higher education.
Keywords: Artificial intelligence, adaptability, AI-multimedia, education