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The two-volume set LNCS 12615 + 12616 constitutes the refereed proceedings of the 12th International Conference on Intelligent Human Computer Interaction, IHCI 2020, which took place in Daegu, South Korea, during November 24-26, 2020.The 75 full and 18 short papers included in these proceedings were carefully reviewed and selected from a total of 185 submissions. The papers were organized in topical sections named: cognitive modeling and system; biomedical signal processing and complex problem solving; natural language, speech, voice and study; algorithm and related applications; crowd sourcing and information analysis; intelligent usability and test system; assistive living; image processing and deep learning; and human-centered AI applications.
List of contents
A Two- Systems Perspective for Computational Thinking.- Detection of Semantically Equivalent Question Pairs.- Concentration Level Prediction System for the Students based on Physiological measure using the EEG device.- A Correlation Analysis between Cognitive Process and Knowledge Dimension in Software Engineering by using the Revised Bloom's Taxonomy.- A Study on Comparative Analysis of the Effect of Applying DropOut and Drop Connect to Deep Neural Network.- HHAR-net: Hierarchical Human Activity Recognition using Neural Networks.- Analysis of Streaming Information using Subscriber-Publisher Architecture.- Fraudulent Practices in Dispensing Units and Remedies.- Biomedical Signal Processing and Complex Analysis.- Digital Processing of Blood Image by Applying Two-Dimensional Haar Wavelets.- Development of the Method, Algorithm and Software of a Modern Non-Invasive Biopotential Meter System.- Deception Detecion using a Multichannel Custom-Design EEG System and Multiple Variants of Neural Network.- A Study on the Possibility of Measuring the Non-Contact Galvanic Skin Response based on near-infrared Imaging.- EEG Motor Classification using Multi-band Signal and Common Spatial Filter.- Segmentation of Prostate in MRI Images using Depth Separable Convolution Operations.- Bone Age Assessment for Lower Age Groups using Triplet Network in Small Data Set of Hand X-Rays.- A Development of Enhanced Contactless Bio Signal Estimation Algorithm and System.- Stress Detection from Different Environments for VIP using EEG Signals and Machine Learning Algorithms.- Natural Language, Speech, Voice and Study.- Analysis of Emotional Content in Indian Political Speeches.- A Bengali Voice-Controlled AI Robot for the Physically Challenged .- How to Enhance the User Experience of Language Acquisition in the Mobile Environment: A Case Study of Amkigorae ( ), a Vocabulary Acquisition Mobile Application.- Screening trauma through CNN-based voice emotion classification.- Interchanging the Mode of Display between Desktop and Immersive Headset for Effective and Usable On-line Learning.- Verification of frequently used Korean handwritten characters through artificial intelligence.- Study of Sign Language Recognition Using Wearable Sensors.- Automated Grading of Essays: A Review.- Voice attacks to AI Voice Assistant.- Skills Gap is a Reflection of What We Value: A Reinforcement Learning Interactive Conceptual Skill Development Framework for Indian University.- PRERONA: Mental Health Bengali Chatbot For Digital Counselling. -Speech Based Access of Kisan Information System in Telugu Language.- Voice Assistant for Covid-19.- Combining Natural Language Processing and Blockchain for Smart Contract Generation in the accounting and legal field.- Algorithm and Related Applications.- Fault Identification of Multi-Level Gear Defects using Adaptive Noise Control and a Genetic Algorithm.- Applying Multiple Models to Improve the Accuracy of Prediction Results in Neural Networks.- OST-HMDfor safety training.- One-dimensional mathematical model and a numerical solution accounting sedimentation of clay particles in process of oil filtering in porous medium.- A Novel Diminish Smooth L1 Loss Model with Generative Adversarial Network.- Interactive Machine learning approach for staff selection using Genetic Algorithm.- Software of linear and geometrically non-linear problems solution under spatial loading of rods of complex configuration.- Mathematical modeling of Pascal triangular fractal patterns and its practical application.- Crowd Sourcing and Information Analysis.- An NLP and LSTM based Stock Prediction and Recommender System for KOSDAQ and KOSPI.- The Commodity Ecology Mobile (CEM) Platform Illustrates Ten Design Points for Achieving a Deep Deliberation in Sustainable Development Goal #12.- The Design and Development of School Visitor Information Management System: Malaysia Perspective Check.- The Impact of the measurement Process in Intelligent System of Data Gathering Strategies.- Detecting Arson and Stone Pelting in Extreme Violence: A Deep Learning Based Identification Approach.- A Scientometric Review of Digital Economy for Intelligent Human-Computer Interaction Research.- eGovernance for citizen awareness and corruption mitigation.- Towards a responsible intelligent HCI for journalism: A systematic review of digital journalism.- A Systematic Review of Social Media for Intelligent Human-Computer Interaction Research: Why Smart Social Media is Not Enough.
