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El. knyga: Intelligent Human Computer Interaction: 12th International Conference, IHCI 2020, Daegu, South Korea, November 24-26, 2020, Proceedings, Part I

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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.

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 Blooms 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.