Reviewerly/exHarmony huggingface dataset:
A Resource Sharing Design Model for Hua People Students&amp;apos; China Knowledge Education and Chinese Interest Education

In addition to receiving a series of education implemented by training institutions according to the training plan, the Hua people students' Chinese knowledge education should also provide the conditions and convenience for students to choose Chinese culture and art courses according to their personal interests.On the one hand, these contents are often of real interest to students, who have a strong desire to learn.However, these courses are either not included in the curriculum system or are part of the curriculum system, the teaching objectives are not necessarily consistent with students' learning motivation.Therefore, it is an important supplement to the curriculum system.On the other hand, this way is an important way for Hua people students to deeply contact with Chinese society and truly understand China.The perception they get from these ways can achieve such an effect that any other education can hardly have.China's interest education needs to mobilize the most extensive non-governmental education resources, adopting the market operation mode with interest education enterprises as the main body.This model is just what Hua people students need when choosing their own courses according to their interests.Therefore, this part of Hua people students ' education needs to be completely combined with this part of Chinese interest education and share its resources.To this end, we need to properly address the two core issues of teachers and funding.To realize the seamless connection between normal universities and interest education enterprises is the fundamental way to solve the problem of insufficient teachers for Hua people students' interest education.According to our national conditions, the funding problem can be solved through the three approaches of national assistance, self-commitment and reducing the burden of education enterprises.
Research on the Strategy of Teaching Innovation Team Construction Under Smart Education

In the environment of intelligent education, the construction of teaching innovation team should be taken as an important means to conform to the new trend of information innovation development and education innovation development.The connotation and characteristics of smart education determine the necessity of teaching innovation team construction.The content of teaching innovation team construction in the intelligent education environment should include the dynamic development of intelligent teaching resources, the teaching organization of ubiquitous learning, the design and management of multi-dimensional interaction, the intelligent evaluation of data analysis, and the intelligent cultivation of information teaching literacy.In order to adapt to the development of smart education, teaching innovation groups must clarify the construction goals, and its members must have advanced educational concepts and full teaching enthusiasm.Optimize the personnel structure of teaching innovation teams in multiple ways from professional knowledge, teaching philosophy to information technology.Constantly innovate and improve the training system on the basis of members' independent learning to support their sustainable and effective development.Carry out team introspection through network collaborative class case study and various information technology means are used to realize the exchange of teaching ideas in the environment of intelligent education.Set up reasonable and effective incentive mechanisms to fully stimulate the enthusiasm of teachers teaching innovation team construction to promote the cultivation of high-quality innovative talents.
Assessment of Physiochemical Qualities of Soil at Kataeregi Mining Site, Niger State, Nigeria

Soil samples were analysed to determine the heavy metals (pH, Cd, Zn, Ar, Cr, Cu, Pb, Hg, Fe and Ni) at Kataeregi mining site, Niger State, Nigeria.Ten soil samples were collected from four soil pits and control site were collected 100 m away from mining site.The results of the analysed soil samples are as follows: Soil pH values of various locations ranged from 6.08 to 8.12 which is indicative of moderately alkaline, Ar values ranged from 4.23 mg/kg to 12.05 mg/kg, Ni values ranged between 4.00 mg/kg and 70.0 mg/kg and is above the standard set for agricultural and human health, Fe ranged from 0.72 mg/kg to 16.03 mg/kg, Hg values ranged between 0.11 and 1.01, Cd values ranged from 4.76 mg/kg to 9.32 mg/kg which is indicative of high concentration of chemical parameters and Cr ranged between 9.89 mg/kg and 27.00 mg/kg.Cu values ranged from 99.78 mg/kg to 111.9 mg/kg while Pb values ranged between 1.0 mg/kg and 6.07 mg/kg and Zn values ranged from 9.91 mg/kg to 13.0 mg/kg.It is observed that concentrations of Ar, Ni, Hg, Cd and Cr are above the CSQG standard while that of Fe is found to be below the standard set by CSQG & WHO and Cu, Pb, and Zn are within the permissible range.
Melodic contrafact as a significant component of composition in jazz music of the 1930–1960 years

One of the most important components determining the level of professional competence of a modern musician specializing in jazz performance is the possession of the basic laws of improvisational art based on knowledge and understanding of the laws of traditional harmonic constructions and stylistic features of composition in jazz music of the 1930–1960. Understanding the historical context of the emergence of harmonic models in the sections of form, recognition and skillful use of stylistic elements of musical language, its means of expression, is an integral part of the professionalism of a qualified performer and teacher. The typology and systematization of the main types of harmonic schemes of jazz works of the midtwentieth century helps the optimal practical and theoretical development of technological principles and various creative methods aimed at the further development of the harmonic thinking of the performer. The object of this study is one of the most important methods of jazz composition of the 1930–1960 years – melodic contrafact.
Library education in the context of digitalization

Improving modern library education is impossible without understanding the essential changes taking place with the library in the context of the digitalization of modern society. The purpose of the article is to study the influence of the processes of digitalization of library and information activities on the professional training of library specialists. During the study, an analysis was made of the legal framework, publications in the professional press, websites of higher education institutions, foreign projects broadcasting scientific information about the digitalization of librarianship. It is shown that digitalization affects the development of all major areas of library activities, the introduction of digital technologies leads to significant changes in the forms and methods of library services. The domestic and foreign experience of acquiring and improving digital competence in the framework of formal and non-formal education is considered. The generalization of the studied material made it possible to identify and characterize the main digitalization trends that affect library practice and the training of library staff.
Mediatization of library education

The phenomenon of mediatization of modern domestic library education is comprehended. The tasks of mediatization are defined, the reasons that caused it are named. In the article meditation is analyzed as a reorientation of activities in line with the trends of the media industry and the information relaying technology at the level of library practice and library education. The media format of library activity is an indicator of its modernity, relevance, and openness to innovation. The directions of mediatization of education (modernization, communication, professionalization, gamification) are shown, digital communication tools (websites, blogs, social networks, instant messengers, video hosting, etc.) are characterized, which are the object of study in media education and provide the accumulation and broadcast of educational content in the media environment. Mediatization correlates with the digitalization of the educational process. The media competencies fixed by the professional standard for library and information activities (2022) are considered. The experience of their formation at the Mordovian University is reflected.
Benefits of YouTube Live Streaming as a Learning Media for Students during Covid-19 Pandemic

This study sought to evaluate the effectiveness of YouTube live streaming as a learning tool for students during the Covid-19 pandemic era.Using descriptive qualitative method, this study delved into the experience of 12 teachers (from Citra Nuansa Islamic Junior High School Cileungsi Bogor) in using YouTube live streaming as a media of teaching and learning.The data were obtained through interviews, observations, and documentation.The result of the study revealed that the use of YouTube live streaming has benefitted the learning process in four ways, namely increasing student learning motivation, increasing students' ability to use technology, inviting students to a real learning process, and increasing teachers' creativity.The four benefits are evidence that good learning media play an important role in improving the quality of education.
Eliminating Contextual Prior Bias for Semantic Image Editing via Dual-Cycle Diffusion

The recent success of text-to-image generation diffusion models has also revolutionized semantic image editing, enabling the manipulation of images based on query/target texts. Despite these advancements, a significant challenge lies in the potential introduction of contextual prior bias in pre-trained models during image editing, <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">e.g</i> ., making unexpected modifications to inappropriate regions. To address this issue, we present a novel approach called Dual-Cycle Diffusion, which generates an unbiased mask to guide image editing. The proposed model incorporates a Bias Elimination Cycle that consists of both a forward path and an inverted path, each featuring a Structural Consistency Cycle to ensure the preservation of image content during the editing process. The forward path utilizes the pre-trained model to produce the edited image, while the inverted path converts the result back to the source image. The unbiased mask is generated by comparing differences between the processed source image and the edited image to ensure that both conform to the same distribution. Our experiments demonstrate the effectiveness of the proposed method, as it significantly improves the D-CLIP score from 0.272 to 0.283. The code will be available at https://github.com/JohnDreamer/DualCycleDiffsion.
Effect of Administrative Empowerment on the Organizational Effectiveness of Bank Employees

This study seeks to identify the level of the impact of administrative empowerment in its dimensions on the organizational effectiveness in the banking sector in Syria. In order to verify the objectives, develop and test the validity of the hypotheses, the descriptive approach was adopted. The study found that there is a statistically significant effect of the dimensions of administrative empowerment on the organizational effectiveness of workers in banking sector.
PENINGKATAN KEAKTIFAN BELAJAR SISWA MELALUI MODEL PEMBELAJARAN KOOPERATIF TIPE STUDENT TEAM ACHIEVEMENT DIVISION (STAD) PADA SISWA KELAS IV DI SDN 001 BANGKINANG

This research is motivated by the low learning activity of fourth grade students at SDN 001 Bangkinang. One solution to overcome this problem is to use the Student Team Achievement Division (STAD) type of cooperative learning model. The purpose of this study was to describe the increase in student activeness in Class IV SDN 001 Bangkinang. This research method is Classroom Action Research (CAR) which is carried out in two cycles. Each cycle consists of two meetings and four stages, namely planning, implementation, observation, and reflection. The time of the study was carried out from August to September 2021. The subjects of this research were 17 grade IV students, with 8 male students and 9 female students. The collection technique is in the form of documentation, and observation. The results of this study indicate that the learning activity of fourth graders at SDN 001 Bangkinang in the classical completeness pre-action reached 35.29% with an average score of 64,36 criteria (CA), in the first cycle of the first meeting it reached 41.17% with an average score. 68,73 criteria (CA), in the second meeting it increased to 52.94% with an average value of 71,93 criteria (A). In cycle 2, the first meeting increased to 64.70% with an average value of 75,96 criteria (A), in the second meeting it increased to 76.47% with an average value of 80,00 criteria (A). It was concluded that using the Student Team Achievement Division (STAD) type cooperative learning model could increase the learning activity of fourth graders at SDN 001 Bangkinang
PENGARUH MODEL BALANCED LITERACY TERHADAP HASIL BELAJAR BAHASA INDONESIA PESERTA DIDIK KELAS III SDN SIDOKLUMPUK SIDOARJO

This research was conducted at SDN Sidoklumpuk Sidoarjo. The purpose of this study was to determine the effect of the Balanced Literacy model on Indonesian language learning outcomes for third-grade students at SDN Sidoklumpuk Sidoarjo. This research includes quantitative research where the data generated is in the form of numbers. The research data were calculated using SPSS software version 16. This type of research is quasi-experimental research (quasi-experimental) with a Nonequivalent Control Group Design. Data collection techniques used in this study were interviews and tests. The data analysis technique used a validity test, reliability test, normality test, homogeneity test, and different test t-tests (independent sample test). The results of the study stated that from the results of testing the research hypothesis, there was an effect of the Balanced Literacy Model on Indonesian language learning outcomes in third-grade students at SDN Sidoklumpuk Sidoarjo. This is evidenced by the value on the different t-tests (independent sample test) which shows that sig 0.006 0.05 then Ho is rejected or Ha is accepted. So it can be concluded that the hypothesis Ha states there is an effect of the Balanced Literacy Model on the learning outcomes of Indonesian class III students
Speech Acts of Written Texts in Fast Food Online Advertisements

In Maslow’s hierarchy of needs, the need for food is one of the most important needs for human. Thus, making the food industry one of the most profitable industries in the world. How do these players in fast food industries convince customers to buy their products? What are the traits of these advertisements that influence the consumers’ needs in buying? Being the primary factor that contributes to the success in the fast food industry, it is important to analyse these advertisements in various aspects. The advertisements were analysed based on the speech acts theory by Simona &amp; Dejica-Cartis (2014). Based on the analysis of 11 advertisements posted on the official page of each of the fast food restaurants, among the 16 types of speech acts proposed by Simon &amp; Dejica-Cartis (2014), there are only 6 types of speech acts that were identified. The high frequency of direction speech act indicates that the most used technique of influencing the audience to purchase their products is by directly telling them to do so. Meanwhile, the low frequency of promise speech act may illustrate the fact that the action of committing to a promise is the least favourable technique by advertisers, probably due to the risk of not fulfilling their promise.
Blockchain Technology and the Use of Municipal Cryptocurrencies in Metropolitan Planning

This paper examines the potential use of blockchain technology in metropolitan planning by focusing on municipal cryptocurrencies as a new type of crypto financing.Decentralisation through blockchain technology offers several advantages for the provision of metropolitan services: transparency, security, participation, productivity and immutability.The transformation of traditional municipal
The Potential Impact of Chatgpt as a Technological Innovation on the Pedagogical Culture of Formal Educational Institutions

The theoretical analytical study reviews the impact of ChatGPT as an innovative technology on the pedagogicalculture of formal educational institutions. It summarizes the possible positive effects and potential risks of Chat-GPT and builds on the principle of differences between institutions. It assumes that the institutional response toinnovative technology is a very good indicator of the organizational maturity and current state of the educationalinstitution. The impact of innovative technology on pedagogical culture and the response to it are grouped andbriefly analyzed according to five different possibilities.
Assessing the Development of Pottery in South-South Nigeria to the Era of Crude Oil

Pottery, baked clay has been in practice in the South-south region of Nigeria, long before the discovery of crude oil in about 1956 in the present Bayelsa State. The fact remains that the potters never had it easy hardening their wares through the open fire technique characterized by excessive loss of heat and wares, uncontrollable temperature, weak, porous, dull, low temperature and unglazed wares in addition to the health hazard. This paper aims to assess the development of pottery in the South-south region of Nigeria to the era of crude oil. This will be achieved by taking a critical look at the practice before and after the discovery of crude oil and its attendant products for the lubrication of the pottery process. With available data from both primary and secondary sources, this paper will highlight the role of crude oil in the development of pottery in the South-south region.
TERTIARY INSTITUTION STUDENTS AND CRIME INCIDENTS IN KOGI STATE NIGERIA: AN EMPIRICAL INSIGHT.

The rise in incidences of youth/students’ involvement in violent crimes in Nigeria makes the discourse under reference not just topical, but also timely. Kogi state which is the focal point of this study has experienced a surge in security threats raging from kidnaping, armed robbery, political thuggery, and cultism among others, in the last ten years. This study seeks to investigate the extent of student’s involvement in security breaches in Kogi State, investigate factors responsible for such involvements and to determine its effects on the students and the state in general. The study adopts a survey design involving the use of questionnaire and interviews and found that, students/youths are the key players in crimes in kogi state. It was equally established that poverty, drug/substance abuse, peer pressure, bitter/Do-or-Die politics among others, are factors responsible for student’s involvement in crimes in Kogi State. The study therefore recommends that tertiary institutions should take issues of crime seriously as such, the security architecture of higher institutions should incorporate technologies and other such measures that could make the option of crime less appealing/enticing. The study further recommends that the curriculum of tertiary institutions be tweaked to incorporate the teaching and learning of Hands-on-skills that could keep students busy, productive and self-reliant, thereby making them less prone to crime and criminality.
THE NEXUS BETWEEN OUTSOURCING OF STAFF AND BANKING FRAUD IN NIGERIA

The study examined the nexus between outsourcing of staff and banking fraud in Nigeria. Using secondary data, percentage increase in banking fraud (PBF) to was regressed on percentage of outsourcing staff involved. The estimation of the model was based on the ordinary least squares (OLS) method after the necessary pre-testing of the annual time series data using the augmented Dickey-Fuller (ADF) and the Philips-Peron (PP) tests, taken side by side with the related descriptive statistics. The study revealed that the contribution of outsourcing staff to fraud losses was the highest compared to the other core staff. The study model, considered good for prediction (DW=1.93), revealed that seventy-seven percent of frauds are attributable to insiders and about 23% of fraud losses are attributable to non-insider related frauds and forgeries (R2=0.77). Based on the findings, it is recommended, inter alia, that the recruitment process be strengthened through a robust, ITenabled selection, referencing and. personnel lifestyle tracking system. Further, the work environment and job content must be enriched to curtail the opportunity to commit fraud presented when employees are allowed to have wholesome access to assets and information that allow them to both commit and conceal fraud.
Comparison of Gravoply plate barcode embedding in Complete Denture Prosthesis (CDP) to lamination barcode embedding for forensic identification purposes

Background: Mass disasters often occur in Indonesia, thus require the rapid identification of victims. Teeth can be one of the primary identifiers besides fingerprints and DNA. It includes dentures worn by the victim. The Denture Marking System is a technique for labeling dentures to prevent it being swapped to another. Labeling usually uses embedded barcode, made from laminated paper or gravoply plate. Purpose: To compare Gravoply plate barcode to lamination barcode embedded in prothese for forensic identification. Methods: The type of research is a true experimental study with a posttest-only control group design. The sample size used in this study is 20 CDP samples divided into two test groups, one is Gravoply plate barcode and another one is laminated photo paper barcode. Results: 10 sampels of gravoply plate barcode can be read correctly, meanwhile 6 of laminated photo paper barcode showed incorrect reading and only 4 of total samples had correct result. Chi-Square test obtained p value (p&lt;0,05) means there is significant difference between two embedding techniques. Conclusion: Embedding barcode in denture protheses for forensic identification is better using Gravoply plate rather than laminated photo paper.
ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection

On-device training is essential for neural networks (NNs) to continuously adapt to new online data, but can be time-consuming due to the device's limited computing power. To speed up on-device training, existing schemes select trainable NN portion offline or conduct unrecoverable selection at runtime, but the evolution of trainable NN portion is constrained and cannot adapt to the current need for training. Instead, runtime adaptation of on-device training should be fully elastic, i.e., every NN substructure can be freely removed from or added to the trainable NN portion at any time in training. In this paper, we present ElasticTrainer, a new technique that enforces such elasticity to achieve the required training speedup with the minimum NN accuracy loss. Experiment results show that ElasticTrainer achieves up to 3.5× more training speedup in wall-clock time and reduces energy consumption by 2×-3× more compared to the existing schemes, without noticeable accuracy loss.
Bitcoin Price Prediction Using LSTM

Abstract: Bitcoin can be considered an important factor while maintaining current stocks in the market. Therefore, predicting and managing stocks effectively will lead to better outcomes. We are aiming to predict Bitcoin price in the market using some machine learning algorithms. By using area under curve and accuracy are the important features for calculating the predictive analysis of the model over any period of time. We are predicting the price for 81 days using 30 days data and then anticipates the next day price. Here, we are dividing the data set into test data &amp; training data.