Reviewerly/exHarmony huggingface dataset:
Understanding Bitcoin: A Case Study Method to Understand Market Dynamics, Strategies, and Risks of Cryptocurrency

This case study provides a comprehensive examination of Bitcoin, a pioneering digital cryptocurrency that has reshaped the global financial landscape. Drawing upon a wealth of research materials and academic studies, this case delves into the origins, technological underpinnings, market behavior, and regulatory considerations of Bitcoin. It also explores the trading strategies employed by investors and traders in the Bitcoin market and the associated risks. This case study delves deep into the evolution of Bitcoin, offering a comprehensive analysis of its market behavior, the forces that drive its price fluctuations, and the diverse strategies adopted by investors and traders alike. This dissertation draws a conclusion that Bitcoin's transformative journey, from its pioneering origins to its current role as a dynamic digital asset, underscores the revolutionary impact of blockchain technology. Its market behavior, diverse trading strategies, and regulatory challenges present a multifaceted landscape. Understanding Bitcoin is pivotal in navigating the evolving world of cryptocurrencies.
Smart Medical Systems Based IoT: Exploring the Relationship Between Essential Algorithms and Service Orientation

This study examines the most recent research publications that focus on the Internet of Things (IoT) in medical systems including health monitoring, fitness programs, etc., as a consequence of the IoT's explosive growth in these areas. The monitoring efficiency of IoT-based healthcare systems has been the subject of much study. In this paper, we go into the architecture of the Internet of Things, namely the cloud-integrated systems. As accuracy and power consumption are major issues in the Internet of Things, studies that aim to enhance the efficiency of healthcare systems that rely on the IoT are highlighted. This research also provides a thorough examination of the strategies used for data management in IoT-based healthcare systems that make use of cloud services. The benefits and drawbacks of the IoT-based healthcare system are discussed, as well as its performance. Studies often have a high percentage of success in identifying multiple symptoms and making illness predictions. When it comes to keeping tabs on the health of the elderly population, the Internet of Things-based healthcare system developed specifically for them is an effective answer. Existing systems have many drawbacks, including high power consumption, limited resources, and security concerns brought on by the use of several devices which are discussed in the paper.
Bidirectional controlled remote state preparation in four-dimensional systems

In this paper, two novel schemes for bidirectional controlled remote state preparation (BCRSP) and asymmetric bidirectional controlled remote state preparation (ABCRSP) in four-dimensional systems are proposed. The first scheme uses a six-particle entangled state as the quantum channel. Under Charlie’s supervision, Alice and Bob can simultaneously create a single-particle four-dimensional equatorial state at each other’s location. Moreover, in the second scheme, using a seven-particle entangled state as the quantum channel, Alice remotely prepares a two-particle four-dimensional equatorial state for Bob, while Bob remotely prepares another single-particle four-dimensional equatorial state for Alice under the supervision of controller Charlie. Both schemes employ quantum operations such as control-not, projective measurement and unitary transformation in four-dimensional systems. It is worth noting that the proposed schemes have a total success probability of 100% in ideal environment. In addition, we also investigate the proposed two schemes in the noisy environment. The fidelities of output states are calculated and the effect factors are discussed. Finally, we give the advantages of these schemes compared to other schemes.
THE LINGUISTIC STATUS OF IDEATION IN STARTUP DISCOURSE

The paper is devoted to the study of the linguistic status of ideation in startup discourse and its influence on the promotion of innovations in the context of digital marketing in Technology for elaborating on effective professional and marketing communication. The development of startups is the practical discipline that embraces the toolkit of methods to work out, generate, and promote ideas, and their analysis to find out the effective investment policy. Specific language means and strategies are used to present ideas, concepts, and solutions. In the startup environment, they are studied from the point of view of the interaction of verbal (startup pitch decks – information dominant in the ideation process) and visual modes (visual communication tool Venngage for Business which helps to convey complex content in a more visually appealing way – performative dominant in the ideation process). The rhetorical aura of the ideator (ethos, logos, pathos) and his synergistic enthusiasm (entrepreneurial spirit and dynamism) are determined separately, aiming at conveying innovative ideas to attract investments and build effective communications with clients. Information dominant ideation is updated with a logical presentation of arguments, facts, statistics, and persuasive evidence that confirm the idea’s value and convince the audience of the startup success.Performative dominant ideation is actualized by multimodal interactivity that activates the perception of the idea by the audience, through the interference of verbal and visual means stimulated by neurotransmitters. Among these we single out the use of emotionally colored words, metaphors, and stylistic techniques that cause emotional resonance in the audience, acting on consciousness and subconsciousness.The research is based on the platforms Techleaders Talks, Keynote developers speakers, and IT Arena startup competition. The novelty of the work consists of working out the linguistic status of ideation in the startup format, namely in the development of idea presentation tools (idea pitching). As a result of the research, it was determined that idea pitching is a rhetorical phenomenon of professional communication that works in the paradigm of design thinking and has a clear toolkit aimed both at attracting the attention of investors and the inquisitiveness and interest of the audience. Aspects of idea pitching, such as the ideator's rhetorical aura, synergistic enthusiasm, persuasive argumentation, and multimodal interactivity are highlighted and their functions in the presented startup ideas are determined. The article also analyzes Google startups from the point of view of linguistic means of presenting the startup's philosophy, mission, values, and culture.
Interaction of the educational organization of secondary vocational education with enterprises-employers

This article deals with the involvement of employers in improving the educational process and active participation in the training of qualified mid-level specialists. All this solves the problem of the isolation of knowledge that graduates receive from practical actions, manifested in the inability to handle modern technological equipment, in psychological unpreparedness for the realities of hard working days, to the management of subordinates, to the norms of behavior. Effective interaction between an educational organization and an employer is one of the topical issues of modern vocational education, which implies integrated actions of the parties interested in this fact. The article notes the need for interaction between the educational organization of secondary professional education and enterprises to improve the eff ective training of graduates, functioning in market conditions. The main mechanisms for organizing a social partnership system as a condition for improving the quality of professional education are presented on the example of an educational organization, the Chita College of Railway Transport of ZABIZHT IrGUPS. The partnership was considered in the field of career guidance and targeted training through new formats of career guidance and a system of long-term personnel planning, in the field of implementing the modernization of the material and technical equipment of the educational and laboratory base through innovative training complexes and branded zones, in the field of educational work and research activities, through creation of an optimal socializing environment and participation in competitive, championship movements.
Retraction: The impact of WebQuest-based sheltered instruction on improving academic writing skills, soft skills, and minimizing writing anxiety

Article Title: The Impact of WebQuest-Based Sheltered Instruction on Improving Academic Writing Skills, Soft Skills, and Minimizing Writing Anxiety Author: Frontiers Editorial Office* Frontiers Media SA, Lausanne, Switzerland Content: A Retraction of the Original Research Article: The Impact of WebQuest-Based Sheltered Instruction on Improving Academic Writing Skills, Soft Skills, and Minimizing Writing Anxiety Salem AAMS (2022) The Impact of WebQuest-Based Sheltered Instruction on Improving Academic Writing Skills, Soft Skills, and Minimizing Writing Anxiety. Front. Educ. 7:799513. doi: 10.3389/feduc.2022.799513 The journal retracts the 2022 article cited above. Following publication, concerns were raised regarding the contributions of the authors of the article. Our investigation, conducted in accordance with Frontiers policies, confirmed a serious breach of our authorship policies and of publication ethics; the article is therefore retracted. This retraction was approved by the Chief Executive Editor of Frontiers. The author does not agree with this retraction.
Enhancing BYOD mobile device security in a hybrid environment

Research on enhancing Bring Your Own Device (BYOD) security in hybrid environments is critically relevant and important to protect data and ensure customer and organizational trust through the development of strong security policies. The study aims to develop and implement effective strategies and interventions that will help ensure that corporate data and resources are protected when employees use personal mobile devices in an environment where both on-premises and cloud-based resources are present. The methods used include analytical, deduction, modeling, statistical, and synthesis methods. This research identified specific vulnerabilities of potential threats to BYOD mobile devices in a hybrid environment and developed security strategies that include recommendations for creating a security policy and using a mobile device management system. The research led to the development of specific technical solutions, such as recommendations for mobile device configuration. This included educating employees and managers about security rules and the importance of adhering to security policies, and updated lists of current BYOD security threats and challenges given the changing threat environment. The practical value of the work lies in providing practical relevance to organizations by providing robust protection of sensitive data and resources, increasing employee comfort and confidence in the security of personal devices, easing IT departments’ tasks of device management and threat detection, and increasing customer and partner confidence in a security-layer organization.
Toddler Stunting Consulting Chatbot using Rasa Framework

Chatbots are artificial intelligence software that can communicate with users to assist them in certain tasks or provide information. They can reduce the need for human interaction and make processes more efficient. However, when it comes to more specific tasks related to handling the problem of stunting in toddlers these services are usually unable to provide an appropriate response. Chatbots were created with the help of the Rasa framework, which was designed to adapt the various components of natural language understanding (NLU). This adjustment allows him to understand more complex questions from respondents such as those related to healthy feeding of toddlers. This research explained the use of the Rasa framework to enhance their capabilities, describe the testing and evaluation process, and present the performance results of the chatbot model in addressing the issue of stunting in toddlers. The model is then tested using a confusion matrix, precision, accuracy, and F1 score, which measures how accurate the chatbot's responses are to the user's input. The model had a precision, accuracy, and F1 score of 0.928, 0.932 and 0.930, respectively.
Poverty Level Grouping in West Java Province with the K-Means Clustering Method

Poverty in a region will have an impact on hampering national development. Poverty is an economic disease that is often faced by every country, including Indonesia. According to information obtained from the Central Bureau of Statistics, we can gather data on the poverty rate in all provinces of Indonesia, with a particular focus on the province of West Java. West Java province is one of the provinces with the highest population density on the island of Java, which is ranked 2nd after the province of DKI Jakarta and ranks 4th for the province with a high percentage of poor people after DI. Yogyakarta, Central Java, and East Java. Consequently, it is crucial for the regional government to identify areas with high, moderate, or low poverty rates. This information will enable the local government to formulate appropriate policies and prioritize interventions to address poverty effectively. In this study, the K-Means clustering method was used to classify poverty rates based on two variables, namely the community development index and the open unemployment rate using the help of RStudio software. The findings indicated that the application of the elbow method in West Java province resulted in the identification of three distinct clusters of districts/cities that stood out as the most prominent. Cluster 1 (districts/cities with relatively high poverty rates), cluster 2 (districts/cities with low poverty rates), cluster 3 (districts/cities with high poverty rates). Regencies/cities that fall into the category with a high poverty rate are Sukabumi, Cianjur, Garut, Tasikmalaya, Ciamis, Kuningan, Cirebon, Majalengka, Indramayu, Subang, West Bandung, and Pangandaran.
THE PHENOMENON OF INFORMATION CULTURE IN DOMESTIC SCIENTIFIC DISCOURSE

The phenomenon of information culture in modern scientific discourse was examined. The fundamental approaches to its comprehension were elucidated. The structure of information culture, comprising information literacy, information competence, and ethical norms in the utilization of information and communication technologies, as well as information itself, was analyzed. The directions for shaping information culture as a significant social issue were defined.
Implication of internet of things (IoT) on organisational performance for SMEs in emerging economies – a systematic review

The object of this research is the implementation of Internet of Things (IoT) and its effect on organizational performance for Small and Medium Enterprises (SMEs) in emerging economies. SMEs in emerging economies are faced with low level of performance due to technological constraint, inadequate skilled human resource, lower entrepreneurial capabilities and management systems, the deficiency of available information, inadequate use of Information Technology, poor quality products and lack of strategic long-term plans. Systematic literature reviews approach was used to discover, assess and synthesize findings of all relevant individual research on fourth industrial revolution (4IR), IoT, organization performance and SMEs topics. 461 articles were found, and 60 articles were used as sample of this study. Findings of this study established that implementation of IoT positively affects performance for SMEs in emerging economies. Results also shows that financial, technological, and operational risks are major risks faced by SMEs in implementing IoT technologies in emerging economies. The essence of the results is to contribute to current body of knowledge by giving interesting insights in the form of a framework on how IoT technologies can be applied in enhancing SMEs performance in emerging economies. This is achieved by making SMEs aware of its potential benefit by providing some knowledge on securing financial resources, and ability to analyse external environment, and to shed more light on the benefits and opportunities that these new tools offer and how it can subsequently improve organization performance for SMEs. Most articles used systematic literature review were from developed economies as there was limited literature which speaks about IoT and SMEs performance in emerging economies. The study therefore focused on IoT and how it can improve SMEs’ organizational performance in emerging economies.
The Benefits and Risks of the Internet for ‎Students with Mental Disability as Viewed by ‎their Parents in the State of Kuwait

This study aimed at identifying the benefits and risks of the ‎Internet for the students with mental disability as viewed from ‎their parents in the State of Kuwait. 156 parents who were ‎selected through the deliberate method were the subjects of this ‎study. They were asked to respond to 24 questions on a scale ‎that the researcher had developed; the questions were split into ‎two main categories: the benefits and risks of the Internet. In ‎this study, the descriptive survey method was employed. ‎Parents of students with mental disability gave the Internet high ‎marks for its benefits, and the study's findings also showed that ‎there were no statistically significant differences in the average ‎benefits of the Internet based on the student's age or gender. ‎The study also found that parents of students with mental ‎disability gave the Internet average ratings when it came to the ‎risks. The results also showed that the averages of the risks of ‎the Internet were statistically different depending on the ‎student's gender and age. The study reported that parents of ‎students with mental disability should know right away that the ‎Internet can pose risks for their kids.‎ ‎(Keywords: The Benefits of the Internet, The Risks of the ‎Internet, Students with Mental Disability)‎
Determination of the Shannon limit using special properties of an applied system

The aim of the paper is to preserve the fundamental nature of the Shannon limit and constraints in the mathematical theory of communication and to find a compromise solution for changing the boundary of the signal-to-noise ratio, at which the probability of errors is minimized, by using the special properties of the applied system, i.e., the modulator and demodulator. In this case, the "ideality" of the applied system according to the Shannon definition is preserved and supplemented by special properties obtained in our time, from the application of the Lyapunov characteristic function and the action of the stochastic resonance effect discovered at the end of the 20th century. Applied system one and applied system two are considered using the results of previous research and the special properties of the systems are identified. The applied systems are adapted to demodulators of signals with varying Lyapunov characteristic function. A new bound on the fundamental Shannon limit is computed. Taking into account the properties of the system, it is proposed to correct the Shannon limit to the value of −17.7 dB when transmitting messages with low error probability.
КЛЮЧОВІ АСПЕКТИ ОБРОБКИ ПРИРОДНОЇ МОВИ

Natural Language Processing (NLP) is a field of artificial intelligence that focuses on enabling computers to understand, interpret, and generate human language in a way that is both meaningful and useful. NLP plays a crucial role in various applications,
Gesture Recognition for ISL-Question Signs in Videos using DCDW-LSTM Attention

Gesture recognition, specifically the identification of question signs, plays a pivotal role in advancing communication for the hearing-impaired population. However, this aspect of sign language classification has received limited attention, underscoring the need for comprehensive exploration. The recognition of question signs is instrumental in facilitating inclusive and accessible communication, which, in turn, promotes social integration and empowers individuals with hearing impairments. This study aims to bridge this gap by introducing an effective method for recognizing question signs in Indian Sign Language (ISL) from video sequences, utilizing the proposed DCDW-LSTM Attention model. The approach is tested on a collected Indian Question Word Video dataset (IQWVd) and INCLUDE50 benchmark dataset, and the results are encouraging.
Managing the KIR LIBA Program for Enhancing Writing Skills in State Madrasah Aliyah Students: A Case Study

This study focuses on assessing the administration of the KIR LIBA program's impact on enhancing students' writing abilities at MAN 1 Yogyakarta. It employs a qualitative research approach and data collection methods such as observation, interviews, and documentation. Data analysis involves data reduction and the presentation of findings in a narrative format. The research is framed within the context of the POAC management objectives theory. The research findings reveal the following aspects of the KIR LIBA program's management: (1) Planning: The KIR LIBA program initiates its planning phase by setting objectives and preparing program-related matters for the upcoming year. It includes creating work programs and budget estimates for the period; (2) Organizing: Organizational management structures are established to facilitate the division of responsibilities and tasks among different divisions, ensuring that each division fulfills its designated responsibilities and work programs; (3) Implementation: The program puts the prepared work programs into action for the year. KIR LIBA involves eight types of work programs and activities carried out throughout the year, with each program executed on a weekly, monthly, and yearly basis; (4) Monitoring and Evaluation: Continuous monitoring occurs during every activity, and an annual evaluation takes place during the handover process and the submission of management accountability reports. The madrasah head conducts the evaluation, the head of student affairs, and the KIR LIBA coaching staff. The management strategies employed by the KIR LIBA team have contributed to notable improvements in students' writing skills at MAN 1 Yogyakarta. This improvement is exemplified by the increased number of students successfully participating in international writing competitions during the study period. However, it is worth noting that this research provides a broad overview of program management without delving into specific details. Therefore, it is recommended that future researchers explore these aspects in more depth. It could include sharing specific examples of recent evaluation outcomes conducted by relevant institutions to further assist in achieving the program's implementation objectives.