Reviewerly/exHarmony huggingface dataset:
Introduction

This introductory chapter provides an overview of the protection of genetic privacy in biobanking. The fact that genomic research relies on the processing of large quantities of individuals' genomic data has raised new questions as to which forms of privacy right are engaged by research, and as to which privacy rights holders are engaged by research: questions of genetic privacy. Ordinarily, one might look to the law to provide some clue, or image, as to which genetic privacy rights are worthy of protection and as to what an effective and proportionate approach to their protection should look like. In this regard, a brief look at the legal landscape relevant to biobanking in Europe reveals a great quantity of legislation apparently relevant for the protection of genetic privacy in biobanking. This book then takes an in-depth look at the function, problems, and opportunities presented by the General Data Protection Regulation (GDPR) as a framework for the protection of genetic privacy in biobanking in Europe.
POTENTIAL OF PEDAGOGICAL DISCIPLINES IN THE FORMATION OF SPIRITUAL CULTURE OF FUTURE PRIMARY SCHOOL TEACHERS

"This article substantiates the formation of the spiritual culture of future primary school teachers as an urgent socio-pedagogical problem. The article presents the scientific views of domestic and foreign scientists on the formation of the spiritual culture of the future teacher. In addition, the authors reveal the potential of pedagogical disciplines, the study of which in different degrees is aimed at forming the spiritual culture of future primary school teachers in the higher education system. The authors of the article emphasize that the content of the disciplines «Introduction to the teaching profession», «Pedagogy», «History of pedagogy and education», «Fundamentals of pedagogical skills», «Ethnopedagogics» contributes to the development of personal qualities of teachers, professional duty and social responsibility in education of the younger generation. In this process, the role of the elective course «Fundamentals of the spiritual culture of primary school teachers» is determined. It also provides specific examples of realizing the potential of academic disciplines in the formation of the spiritual culture of future primary school teachers. As a result of the analysis of the content of pedagogical disciplines, the authors identified components that contribute to the development of the spiritual culture of future primary school teachers. Moreover, the authors of the article reveal the possibilities of using in the classroom such methods as strategies for critical thinking, dialogical learning, Case study technology, reflective techniques, creative tasks, active lectures. "
AN EFFICIENT IDENTIFICATION OF RED BLOOD CELL EQUILIBRIUM SHAPE USING NEURAL NETWORKS

This work of applied mathematics with interfaces in bio-physics focuses on the shape identification and numerical modelisation of a single red blood cell shape. The purpose of this work is to provide a quantitative method for interpreting experimental observations of the red blood cell shape under microscopy. In this paper we give a new formulation based on classical theory of geometric shape minimization which assumes that the curvature energy with additional constraints controls the shape of the red blood cell. To minimize this energy under volume and area constraints, we propose a new hybrid algorithm which combines Particle Swarm Optimization (PSO), Gravitational Search (GSA) and Neural Network Algorithm (NNA). The results obtained using this new algorithm agree well with the experimental results given by Evans et al. (8) especially for sphered and biconcave shapes.
An examination of the resonances in modern flutes with ergonomically angled headjoints

This paper investigates the passive resonance spectra of a modern Boehm flute body outfitted with a variety of transverse and end-blown ergonomic headjoints in an attempt to determine if there is anything intrinsic to the acoustics of these instruments that keeps them from being as good as the same flute with a standard headjoint. With the exception of a commercial U-shaped, recurved headjoint, the ergonomic headjoints examined were all home-built from plastic pipe Tees connected to the flute body by means of a modular jointed neck. Spectra were collected with a pressure-based method that uses a localized sound source placed just outside the flute's embouchure hole to generate forward-going and backward-going pressure waves (with amplitudes P+ and P-) inside the flute. Power spectra ( P++P-2 vs frequency) are obtained by Fourier analysis of the acoustic pressure recorded by a microphone positioned inside the headjoint. The spectra are modeled with a transfer matrix method that extracts the input impedance from the computed values of P+ and P- at the measurement position. Detailed results on tuning and harmonicity provide clues to the differences between these instruments but suggest no fundamental deficiencies in the flutes designed to be ergonomic.
An Open-Source Web-Based OWL Ontology Editing and Browsing Tool: Swoop

After the evolution of the semantic web and its supporting technologies, ontologies have recently received popularity in the area of knowledge management and knowledge sharing. They basically interlace the human understanding of symbols with their machine processability. To facilitate knowledge sharing and re-usage of information,ontologies were developed in artificial intelligence (AI). Ontology has become common in the fields of cooperative information systems and information retrieval, intelligent information integration, knowledge management, and electronic commerce. A variety of tools is available for the purpose of ontology, some are licensed tools, and the rest are open source tools. Each tool is specialized in their own way. For performing diverse tasks different set of people use different ontology building/management tools. One such used hypermedia inspired ontology browser and editor-based OWL tool is Swoop. This chapter describes the efficiency of using Swoop tool for ontology development which is indeed a main technique used in the semantic web searching process.
A Study on Coaching Program for Leadership Development of University Students in the DISASTER Era

Purpose: The purpose of this study is to suggest the direction of university coaching education for the development and operation of coaching education for university students. In particular, this study aims to focus on coaching education of Howon University students who aim to cultivate global leaders and also lead the world by producing professional manpower to lead the era of the fourth revolution and disaster. To this end, it aims to analyze the core competencies of ICF coaching and coaching education competencies for Howon University students. Method: This study conducted in-depth consultations with coaching experts, and the aspects of the talent education prizes that Howon University aims for and the core coaching competencies presented by ICF and KCA were analyzed. And then this research proposes coaching education program for Howon University students. Results: According to previous studies on the operation of university coaching programs from 2010 to the present, coaching programs have improved students practical ability to search for career or prepare for employment. In addition, the coaching leadership program for ICF core competencies and Howon University students was designed considering the psychological tranquility such as self-understanding, possibility discovery, confidence recovery, and other factors that show higher recognition of interpersonal relations. Conclusion: This study designed coaching education program for leadership development based on data on in-depth interview such as consultations and coaching core competencies and Howon University educational philosophy. As a result of analyzing the contents of the consultation of five professional coaches of the Korea Coach Association and the International Coaching Federation, the core competencies of coaching and the educational ideology of Howon University, so the contents of the coaching leadership education program were composed of one semester(32hours) in total with 3 parts. First, coaching ethics and coaching mindset are three for coaching mindset, and second, coaching skill practice is to communicate effectively as a global leader. Third, the program could be organized by becoming a coach-type leader for learning and growth.
KAVIÑAR AṞIVUMATI KAVITAIKAḶIL UVAKAI [HILARITY IN ARIVUMATHI’S POETRY]

It is knowledge and emotion that haunt human society. From the day the world appeared until the day the world ended, knowledge and emotion existed. According to Thiruvalluvar, knowledge that calms the emotion in his kural. Meyppatu are manifestations of mental consciousness. Tholkkappiyar has numbered the emotions that appear in the human mind in his epic Tholkkappiyam in Chapter Porulathigaaram. He has analyzed the emotions that appear within him in a way that others can know and understand very accurately (Meyppatu). They are eight types of emotions that apply to all human beings in the world. Meyppatu are the expression of human instincts. This dissertation aims to find out how the poetic enlightenment has been manipulated in the poetic epistemology of the numerical facts stated in the economics of Tholkappiam the fact of the matter is that consciousness is an emotional state that paves the way for human happiness. Any living being born into the world wants to be happy. Therefore, the researcher has used the poems of Arivumathi to prove this fact.
INDEPENDENT WORK AND ITS CONTROL IN THE CONTEXT OF IMPROVING UNIVERSITY EDUCATION

The paper considers some areas of improving students' independent work and its control, in particular, the compatibility of students' independent work at the university, aimed at developing new skills among young people, in which much is assigned to planning this activity, managing it and exercising control over it, with the innovative nature of modern education. In the general problem of the organization of independent work of students, a significant place is occupied by the forms and methods of its control, the purpose of which is to activate the student's work, educating him to be responsible for his product of intellectual labor. The authors consider in detail the task of using the information received to manage the educational process, including the process of self-study of students, offering their own version of the system of organizing and monitoring the success of students' independent work. An indispensable condition for the implementation of such a system for monitoring students' independent work ("micro-credits") is the availability of sufficiently reliable information about the complexity of all tasks that a student is required to complete during the semester. Without this, the system does not work, as does the system for monitoring current academic performance without coordinating it with the accepted methodology of training sessions. The authors noted that in the proposed system, only the part of independent work that is associated with mandatory tasks is controlled. The following methods were used to determine the actual time spent on students' independent work on the implementation of its individual elements: expert assessments of teachers on the complexity of individual elements; determination of actual time spent by monitoring students' independent work in the presence of a teacher (during extracurricular time); self-photographing of independent studies by students; experimental determination by teachers of their own time spent on the implementation of individual elements of student independent work. The article shows the results of the analysis of the complexity of the main evaluation tools of the independent work of a student, as well as the average time spent on one element of independent work. The basic requirements for the formation of a system for monitoring the performance of mandatory tasks are given.
Asycome: A JointCloud Data Asynchronous Collaboration Mechanism Based on Blockchain

In the Internet of Everything (IoE), due to its issues of complexity and heterogeneity, message delay cannot be guaranteed, and it is not enough to leverage a centralized model for data collaboration. By leveraging the features of blockchain and asynchronous consensus algorithms, a new trust collaboration model can be established in an untrusted environment. Besides, the scalability issue of blockchain poses a challenge to data asynchronous collaboration. In this paper, we propose Asycome, a JointCloud data asynchronous collaboration mechanism based on Directed Acyclic Graph (DAG). This mechanism introduces the new Gossip about gossip protocol, driven by message-transmitting events, to keep data synchronized in an asynchronous environment. Through two stages of voting and committing. Transactions on the same time series do not need to reach the final confirmed state before proceeding to the next transaction processing. Over time, all transactions are connected to the DAG, ensuring that the consensus is finally reached. We evaluated the performance of the mechanism with experiments on throughput and latency. And the feasibility of Asycome is analyzed from the liveness and security. The results show that higher throughput, lower latency, and Asynchronous Byzantine Fault Tolerance (ABFT) characteristics can meet the technical requirements of complex and asynchronous data collaboration of the IoE to some extent.
IoT-Based Smart Health Monitoring System

This chapter presents an audit on portable-based well-being checking frameworks. It examines the need and the intensity of IoT-based remote medicinal service arrangements and their difficulties. The center of this paper is the acknowledgment of a propelled versatile checking framework dependent on a measured programming engineering that rearranges mechanical or utilitarian changes. The chapter discusses the suitably named as the Internet of Medical Things that opens an entirely different road for the patient-healthcare supplier interface and wearable health technology. The IoT has empowered medicinal services observing to turn out to be progressively boundless and successful. Health monitoring is one of the dominating problems all over the world in spite of the fact that health plays a unique role in a person’s overall development and growth. Importance of health cannot be neglected at any cost as it is a substantial part of a person’s mental or physical productivity.
Personalized Abstract Review Summarization Using Personalized Key Information-Guided Network

We are proposing a personalized summarization model, which generates an abstractive summary of a random review based on the preference of a specific user. The summary will account the user’s preference on different aspects present in the review. We put forward a Personalized Key Information Guided Network (PKIGN) that pools both extractive and abstractive methods for summary generation. Specifically, keywords present in the review are extracted which are specific to that user, and these keywords are used as key information representation to guide the process of generating summaries. Additionally, Pointer-Guide mechanism is employed for obtaining long-term value for decoding. We evaluate our model on a new Trip-Advisor hotel review dataset, comprising of 140,874 reviews from 41,600 users. Combining the results from both human evaluation and quantitative analysis, it is seen that our model achieves better performance than existing models on personalized review summarization in case of hotel reviews.
Effect of foot reflexology on pain, discharge and weight distribution in feet in patients with type 2 diabetes mellitus - pilot study

Introduction: Different therapeutic approaches aim to mitigate the consequences caused by type 2 diabetes mellitus (DM2), among them the foot reflexology (FR), therapeutic and integrative method of easy application and low cost that uses pressure stimuli in reflex areas of the foot. Objective: the objective of the present study was to analyze the effect of FR on pain, discharge and weight distribution (DWD) in the foot in patients with DM2. Method: This is a controlled and randomized clinical trial. The study was carried out at the physiotherapy clinic of the UNIFAL.The sample consisted of 17 volunteers, of both sexes, with a clinical diagnosis of DM2. The volunteers were allocated into two groups: control group (n= 7), which received information about the care and health of the foot and intervention group (n = 10), which received the application of foot reflexology in specific areas of the foot, for ten consecutive days. For the evaluation and reevaluation, the following were used: visual analogue scale (VAS), baropodometry (DWD) on the foot. For statistical analysis we used the Shapiro-Wilk test, ANOVA with 1 factor for continuous variables and Chi-square for categorical variables. The Mann-Whitney, Wilcoxon test for variable EVA ANOVA test repeated DWD measurement on the foot. Results: There was a significant improvement in pain symptoms (p=0.01), and in DDP in the feet, there was no significant improvement (p≤0.05). Conclusion: It is concluded that the FR influenced the improvement of pain symptoms, but did not have any effect on the improvement in the DWD in the foot in patients with DM2.
Introduction to Machine Learning

The introduction chapter summarizes various necessary topics on artificial intelligence and machine learning. It introduces the readers with a strong foundation on the basic concepts of advanced usage of artificial intelligence, which led to the beginning of an era of machine learning. Here, the readers will learn different aspects of machine learning concisely which are described in detail in the coming chapters. Firstly, this chapter discusses the dimensions of AI and the reasons for the transition of traditional AI to modern-day machine learning techniques. Secondly, it discusses the benefits of machine learning in day-to-day life. Thirdly, it discusses the machine learning algorithms&#039; main pillars for training and developing prediction models. Finally, this chapter will give a broad outline of this book in a concise chapter-wise description.
About concept of complex systems, their basic attributes, properties and characteristics

Definition of concept «complex systems», their basic attributes, properties and characteristics (parameters of quality) is brought.
Common Sport Movement Recognition from Wearable Inertial Sensor

Common sport movements are the fundamental movements in all kind of sports. There are lots of researches done on classifying sports movements but very few are focused on common sport movement which is the focus of this project. The main aim is to develop an automated algorithm that can detect the common sport movements into walking based and jumping based movement from the wearable inertial sensor. The inertial sensor signals obtained from ten subjects were processed and grouped into walking-based and jumping-based movements. Time-domain features were extracted from the signals. Finally, the classification and performance evaluation process is done by using three different classification models (Support Vector Machine (SVM), k Nearest Neighbor (k-NN) and Decision Tree) with fixed window size of 1.28 seconds at the first stage. At the second stage, the best model from the first stage was used to determine the best window size in extracting the features that represent the walking and jumping based movement. As a result, SVM algorithm with window size of 2 seconds produced the highest overall accuracy of 95.4 % which proved to be the best classification algorithm to classify the common sport movements into walking-based and jumping-based movements. It is hoped that the outcome from this project can be used as a part of developing the overall automated sport movement recognition which is useful for the analyst, coach or player to analyse the performance of the player as well as predicting total energy consumption in preventing the injury among the player.
Foreign Accent Recognition Using a Combination of Native and Non-native Speech

A system for identifying speakers with geographically neighbouring native languages from a shortGuntur, Radha Krishna Ramakrishnan, Krishnan Mittal, Vinay Kumar utterance of their foreign accented speech is particularly challenging. The present research is aimed at studying the Mother Tongue Influence (MTI) of a speaker on a second language. It deals with automatically classifying between three south Indian English accents. An efficient method of classifying the speakers according to the regional accent has been verified. Identifying the regional accent of a speaker from non-native English speech has been carried out and a reference classification performance has been provided. The language partitioning experiments proved that the class of speakers in both native, non-native speech sets, and also their combination showed clear separation. Foreign accent recognition and classification tests yielded accuracies of nearly $$94\%$$ , and $$89\%$$ , respectively.
Readiness of teachers of the humanitarian profile for integration of multimedia electronic educational resources into their professional activity

"The article is devoted to the relevant problem of integrating multimedia electronic educational resources into the educational process. The purpose of the article is to analyze the readiness of teachers of the humanitarian profile for integration of multimedia educational products into their professional activity. The modern tendencies of informatization that have affected the educational sphere as well, make it necessary for teachers to master the skills of developing, designing and effective using of multimedia educational resources in their professional activity. The present research regards the theoretical aspects of using multimedia electronic educational resources and also considers the issue of teachers’ readiness for their implementation into the university educational process. Based on the research findings, the authors have made the conclusion about the factors preventing the teachers from integrating multimedia electronic educational resources into their professional activity. The research findings have shown that teachers find it difficult to apply and create multimedia educational products due to the lack of systematic and deep knowledge about these resources, methods of their usage and skills of their development as well as the presence of certain psychological barriers associated with the necessity to use new digital technologies. The study has allowed the authors to identify the main directions which can intensify integrating multimedia educational resources into the educational process. "
Voxelco—Playing with Collaborative Objects

VoxelCO explores the potential of playing with collaborative objects in real, augmented, and mixed realities, proposing an architecture of socially augmented fuzzy formations. The project proposes the application of the architectural platform VoxelCO, a platform that enables us to interact, engage, and play with collaborative objects. It is developed as a multi-player, cross-platform application running on desktop PCs and mobile devices. VoxelCO provides a platform for playful engagement in multiple realities in Digital, Augmented, and Real Playgrounds. In the Digital Playground, VoxelCO provides a continuous shared environment that allows for real-time collaboration and participation.