Reviewerly/exHarmony huggingface dataset:
Multi-feature output deep network ensemble learning for face recognition and verification

Abstract In facial recognition systems, the sample size of face data is often limited, making it difficult to improve recognition performance through transfer learning using pre-trained deep neural network models (DCNNs). Furthermore, in complex environments, the recognition performance of a single DCNN is greatly weakened. To address these issues, this paper proposes a multi-feature DCNN ensemble learning method based on machine learning for facial recognition and verification. First, the characterization ability of face details is enhanced by expanding the output feature dimension of the DCNN model. Then, machine learning methods with few or no parameters are used for secondary learning on small sample databases to improve recognition/verification performance.In this work, we utilized several mainstream network models such as ResNet50 and SENet to expand and integrate features. The experimental results show that our proposed method can improve the recognition/validation accuracy of existing DCNN models by up to 10%. Moreover, this method does not require training the network, has relatively low computational costs, and has a wide range of practical applications.
BEST PRACTICE KEGIATAN LITERASI DI PUSAT PERPUSTAKAAN DAN PENYEBARAN TEKNOLOGI PERTANIAN

This study aims to determine the literacy process for collecting and managing information in the repository and iTani and the use of electronic information as a source for compiling pathfinder secondary publications and selected latest information. This paper also examines information literacy activities to expand the use of electronic information both onsite and virtual. This study uses a descriptive method to describe the state of the subject or object in the study. PUSTAKA has managed electronic information sourced from publications within the Ministry of Agriculture, open access sources on the internet and also e-journal databases. Electronic information becomes a source of information in the preparation of the pathfinder and the latest collection of information is selected to make it easier for users to search. Literacy on the use of online information is carried out face-to-face and virtual during the pandemic. Promotion of literacy activities continues to be carried out so that users can participate and become literate individuals.
PENGARUH MOTIVASI BELAJAR MAHASISWA TERHADAP PEMBELAJARAN DARING SELAMA PANDEMI COVID-19 TAHUN 2020 DENGAN METODE PARTIAL LEAST SQUARE (PLS)

This study aims to measure how much influence student learning motivation has on the online learning process throughout 2020.The objects of this research are students of the accounting study program, Faculty of Economics, who are still actively participating in learning online during the pandemic with a total sample of 171 students selected by simple random sampling. Based on this amount that have 26% from first semester, 22.2% of third semester, 24% of fifth semester and 26.9% seventh semester. The collected data is processed and analyzed using SEM-PLS analysis assisted by SmartPLS software version 3.3.3. As for the interpretation of the data, namely the outer model test, inner model, and hypothesis testing, the research was carried out referring to Hair, et al. (2014) and Garson (2016) in Risa (2021).The results of this study indicate that students' learning motivation towards online learning has a positive and significant effect with the results of calculations using the assisted SEM-PLS method. SmartPLS software version 3.3.3 shows that the influence of motivation (X1) on online learning (Y1) is positive (0.801) and the significance is P Value &lt; 0.05 (0.000 &lt;0.05) and the t statistic value is 13,372 (13,372 &gt; 1.96) (z value -score normal at = 0.05). According to Hair et al. (2014) in Risa (2021), the t-statistic value &gt; normal z-score value indicates a significant effect. It is hoped that the results in the research can be useful for the faculty, especially the Accounting study program as an evaluation material for the online learning process. Keywords: Learning Management System, learning, online, application, motivation, new normal
PERAN PUSTAKAWAN PERGURUAN TINGGI DALAM MEWUJUDKAN LITERATE SOCIETY (Best practice Pustakawan Universitas Muhammadiyah Ponorogo)

This study is a best practice librarian Muhammadiyah Ponorogo University in its role to realize the literate society. Blanded librarian takes a role in the literacy reinforcement ecosystem by bringing the library closer to the people who are not limited to the physical building. College Library is one of the ecosystems for strengthening literacy for welfare. This study aims to find out how the librarians of Muhammadiyah Ponorogo University conduct Transformation of inclusion-based higher education libraries. Policies to strengthen literacy for welfare can be implemented well if supported by a good ecosystem. Running a community service program requires cooperation with other parties including the government, the private sector, and the community. So what is done can touch its essence, namely literate society, so that prosperity can be realized through literacy. The constraints faced are hay which need to be used as experience and most importantly there must be an effort to evaluate so that literacy sustainability to the community can run well and sustainably
Managing Audit Information with The Atlas Application (Audit Tool and Linked Archive System) As an Effort to Improve Audit Quality

The purpose of this research is to explain the information system used in assisted the audit process, is an implementation of Audit Tool and Linked Archive System (ATLAS). This study will focuss to an automated auditing process using an information system in the form of the Audit Tool and Linked Archive System (ATLAS) application. This study used a qualitative method by analyzing results and data that have been collected through interview with the auditor regarding implementation of the Audit Tool and Linked Archive System (ATLAS) at one of the Public Accounting Farms in Malang. The results show that the use of the Audit Tool and Linked Archive System (ATLAS) developed by the Ministry of Finance through the Financial Professional Development Center (PPPK) in collaboration with Indonesian Public Accountants Association (IAPI) has advantages over the manual audit process. The audit process using Computer-Based Audit Technology (TABK) helps and facilitates auditors, especially in producing audit work papers and filing processes so that it improves audit quality.
Plastic waste micro-management towards innovative sustainable living in inspiring art practice

This study explores the integration routine of daily lifestyle towards practising and producing artworks by managing plastic waste. With the current option of managing plastic waste, pollution has increased on land and across the sea and air. Plastic waste management is not a new trend, implemented extensively through innovations and technological developments. Artists need to fully grasp the concept and understand their role in this sustainable era globally through the reviewed literature. Every individual must know their responsibility and what they can do to make a change. This study has performed participatory research in one of the villages in Malaysia to test the proposed conceptual framework of the study. The study found that artists and communities can collaborate to play a significant role in micro-managing plastic waste and implicating societal awareness by extracting the aesthetic value of plastic waste art. This study further discussed and concluded that the impact of integrating innovative sustainable living into modern art practice has its purpose in developing the human lifestyle. An advanced conceptual framework on art practice toward innovative sustainable living will be proposed in this study as an extension of the previously reviewed literature.
THE IMPLEMENTATION OF TRANSLANGUAGING IN ENGLISH LANGUAGE LEARNING VIDEO

English is one of the foreign languages that can be useful for people who connect to share information beyond the media, including in the education sector. Furthermore, many Indonesians try to educate themselves in this language with some media flexibility, dominantly from domestic media. In several media, translanguaging has existed in the bilingual learning English language, strictly Indonesian. In this study, the researcher captured translanguaging implementation in the instructor's explanation in the English learning video on one YouTube channel and classified them according to Iversen's theory (2019). The researcher used a qualitative approach that used the content analysis method and thematic data analysis to observe and describe certainly translanguaging implementation on the three English learning videos on the GIA Academy YouTube channel. According to the report, the application of translanguaging in the English learning videos evaluated is that the teacher utilises translanguaging approaches that vary according to demands. Translanguaging is utilized in three English learning videos to explain each brief visual of the information in the form of PowerPoint to explain the subchapter, which is highly complicated learning content. The researcher also provided feedback on the English Teaching Language in Indonesia’s social platform.
STRATEGIES OF AN EFL TEACHER TO TEACH SPEAKING IN CLASS VIII OF SMPN 2 JOMBANG

This research aimed to describe the strategies of teaching speaking in class VIII at one state junior high school in Jombang and find out the EFL teacher’s reasons to use the strategies in class VIII at one state junior high school in Jombang. This research is qualitative research in the form of case study. The data were collected from class observation, documentation, and interview with an EFL teacher and twelve students from three classes of class VIII at one state junior high school in Jombang. The results indicate that the teacher applies several strategies in teaching speaking in class VIII. The teacher applies conversation and direct-practice strategy in teaching asking attention, complimenting/appreciating, and asking and giving opinion, using questioning to check understanding in teaching checking understanding and degrees comparison, presentation in teaching notice material, brainstorming in teaching announcement material, and demonstration strategy in teaching degrees and comparison material. There are several teacher’s reasons in applying the strategies in teaching speaking to improve students’ skill ability.
Chairux Algorithm for Divisibility Test

This paper presents a novel Chairux Algorithm for the divisibility test. The test is based on an arbitrary integer via the concepts of Bezout’s identity and the Euclidean algorithm. Examples demonstrating the effectiveness of the proposed algorithm indicate its simplicity, efficiency, and flexibility compared to the existing state-of-the-art algorithms.
Research on Optimization and Risk Control of E-commerce Supply Chain Logistics Management Mode Based on the Internet of Things and Blockchain Technology

Abstract To maintain their position as market leaders in the dynamic business climate, e-commerce businesses must successfully improve their supply chains and logistical processes. Due to complex networks, a lack of information transparency and traceability, and security risks, the information flow management in traditional logistics supply chains using centralized databases is now facing several difficulties. By combining the Internet of Things (IoT) and Blockchain Technology (BT), it may be possible to collect information intelligently, store it decentralized, and allow for reliable, cost-effective information flow. Even while IoT-integrated blockchain-based systems offer sufficient benefits across industries, e-commerce supply chain logistics management has so far had a very low acceptance rate. Therefore, in this research, we suggested an IoT-integrated Blockchain approach for improving information security and traceability in the logistics of the e-commerce supply chain. Utilizing an IoT monitoring module, the data is gathered and processed by a smart contract before being entered into a blockchain. ILAES, an improved logistic advanced encryption method, is used to encrypt the data and generate a new data block. The Proof of Logistic Information Share (PoLIS) consensus mechanism is used to validate the data block before it is uploaded to the blockchain. Throughput, block execution time, encryption time, and avalanche impact are used to assess the proposed system's performance. The findings demonstrated how well the suggested solution improved the security and openness of logistical information.
Learning gamification tools for the development of students’ cognitive independence

The article's aim is an analysis of the impact of learning gamification tools in higher education institutions on students’ cognitive independence. The study involved the method of expert evaluations, the method of classification of measuring scales, and the method of systematic control and self-control. The survey method and the method of analysing academic performance were also used. The Cronbach’s alpha reliability coefficient was used to check the reliability of the methods. This was followed by comparison of the results of both groups using the Cramer-Welch and χ² tests. Comparing the calculated empirical values of Emp criterion with the critical value of 0.05 = 1.96 at the significance level of 0.05 shows that Temp ≥ Tcr for compared groups. The empirical values of the Emp2 criterion calculated for the control and experimental groups after the experiment can be compared with the critical value of 0.052 = 5.99 at the significance level of 0.05. The results of the study gave grounds to state that learning gamification is effective for the development of students cognitive independence. This is due to the achievement of a high degree of student involvement in the educational process.
References

This enlightening book comprehensively maps the current state of economic psychology and behavioural economics. Exploring key concepts, topics and models in the field, it is also a launching pad for future research and provides useful insights on how good personal and professional decisions can be made, advancing microeconomic discourse.
Correction

This article refers to:An encryption algorithm for vector maps based on the Gaussian random and Haar transform
Gravitational Effect on Fundamental Physical Observables

Abstract This report studies possible gravitational effects on measurements of fundamental physical observables such as the fine structure constant and the lepton magnetic moment. Although a static gravitational potential does not contribute to physical observables owing to Einstein's equivalent principle, a dynamic degree with finite momentum transfer can contribute to them. In other words, a laboratory frame fixed on the Earth is not an inertial system; thus, Earth's gravity can contribute to local observables. We investigate experimental results measuring the fine structure constant and electron and muon magnetic moments using the quantum field theoretic method under the Schwarzschild background field. We prepare classical vierbein and spin-connection fields owing to the Schwarzschild metric in the momentum space of the local Lorentz space and estimate possible gravitational effects at the surface of the Earth as O (10 -9 ), which is consistent with the current discrepancy between measured and calculated values of the muon anomalous magnetic moment. On the other hand, the gravitational effect does not contribute to the fine structure constant measurements. We propose a possible test of gravitational effects in particle physics using precise measurement of muon properties in the J-PARK. PACS numbers: 04.62.+v,13.40.Em,13.40.Gp
Peran dan Upaya Guru dalam Mengatasi Kesulitan Belajar Membaca Siswa SD Kelas Rendah

The difficulty of learning to read is one of the problems in the learning of low-grade elementary school students. Difficulty in learning to read is a problem that teachers and parents should not take lightly. The role of the teacher is very important in overcoming this. The method used in this research is the descriptive qualitative method. Data collection was carried out through structured interviews to explore the data needed in the research. Based on the results of the study, it was shown that there were several factors that influenced students to experience difficulties in learning to read, including family factors, internal factors, cellphone factors, and environmental factors. In addition, students who have difficulty learning to read can have a negative impact on their academics. Efforts made by teachers vary, ranging from using interesting methods such as literacy methods, reading corners, and conducting additional classes to learn to read.
THE PERFORMANCE AND THE INFLUENCE OF PHYSICAL INFRASTRUCTURES ON THE PLANT PRODUCTIVITY: A CASE STUDY APPROACH

Irrigation System Performance Index (ISPI) is often used as a parameter in making decisions about the use of irrigation canals. The increase in rice production is dependent on a good condition of physical infrastructures, including the main building, the carrier canal and the buildings on the carrier canal. Performance assessment of Physical Infrastructure and Plant Productivity in Sungapan irrigation area of Pemalang Regency indicated that the physical infrastructure performance in 2012 - 2022 was 38.42%, increasing 3.22%. While the performance assessment of Plant Productivity was 14.96%, increasing 2.99%. Based on the multiple regression analysis using simultaneous test (F), the Physical Infrastructure component was indicated to influence the plant productivity. Meanwhile, based on the partial test (t), the physical infrastructure component partially did not have a significant influence on the plant productivity&#x0D; &#x0D;
Wireless technology Identification employing dynamic mode decomposition spectrum

Broadband wireless services have experienced significant growth, resulting in an ever-increasing demand for the limited spectrum space available for wireless services. As a solution for enhancing spectrum sharing, heterogeneous wireless networks (HetNets) have emerged as a promising technology that involves the coexistence and sharing of spectrum by multiple wireless technologies, including Wi-Fi, Bluetooth, LTE, and GSM. Accurately identifying wireless technologies in a shared environment is a crucial element in the development of HetNets coexistence protocols. The main objective is to optimize spectrum usage and minimize interference among coexisting users equipped with different wireless technologies. In this paper, a novel algorithm based on dynamic mode decomposition (DMD) mathematical modeling was developed to classify and differentiate among various wireless technologies. The developed technique utilized DMD frequency spectrum to identify the time domain signature of a signal. Experimental validation using an empirical dataset collected during various time series as well as power measurements of the targeted technologies demonstrated that the proposed technique can identify individual wireless signals with an accuracy exceeding 95%. Moreover, the proposed technique requires a short time- less than one second- to identify a signal, making it suitable for real-time practical networks. Compared to comparable techniques, the developed technique has lower complexity (shorter processing time, no channel estimation, no time/frequency synchronization, and no need for long observation-time intervals).
Empowerment of commercial banks and its impact on organizational creativity: A case study of commercial banks in the northern region of Jordan

This study aims to determine the effect of managerial empowerment of commercial banks on organizational creativity. Data were gathered from employees of commercial banks in Jordan's northern area using questionnaire methodology. Statistical Package for the Social Sciences (SPSS) software was used to analyze the data. This study was conducted in the first quarter of 2022, which is a short period of time. As the study focuses on commercial banks in Jordan's northern area, it may be difficult to generalize the findings to non-commercial institutions. Additionally, senior and middle management staff from commercial banks were included in the study sample. The findings will provide investors and business owners with valuable and practical guidance for using management empowerment techniques in commercial banks to gain more organizational advantages. The results showed a statistically significant effect at the α ≤ 0.05 level of significance for administrative empowerment with the dimensions of delegation of authority, teamwork, shared information, freedom, and independence. In conclusion, managerial empowerment gives employees a better awareness of how to use the management's creative activities in the framework of achieving the specific benefits of managerial support.
The Influence Of Dyslexia On Children's Psychological Development

Dyslexia is one of the most common forms of specific learning difficulties among the two other forms of specific learning difficulties, namely dysgraphia and dyscalculia. The main objective of this study is to analyse the effect of dyslexia on children's psychological development. In accordance with the aims and objectives of this research, the research method used in this research is library research. The literature review is obtained through literature review and documentation data. This literature review is not only in the form of concepts but also criticises the study of existing theories to strengthen the results of this literature. Dyslexia is a disorder in the learning process characterised by difficulties in reading, writing, counting and becoming withdrawn, shy and aloof. It is related to changes in the structure and function of the left hemisphere of the brain. Genetic factors, family environment and sleep problems are believed to be closely related to the occurrence of dyslexia in children. Intervention efforts that can be made by parents in dyslexic children are "listen, listen, and learn" this method can reduce the risk of dyslexia in children. The effect of dyslexia on child development can be in the form of difficulties in reading skills, personality disorders, behaviour, and quality of life. It also affects language development disorders, declarative consolidation disorders during sleep, and dyslexia comorbidities.
APLIKASI PENGENALAN OBJEK WISATA KOTA BATAM MENGGUNAKAN MARKER AUGMENTED REALITY

Batam City is an island in the north of Indonesia because it is at the crossroads between countries such as Singapore, Malaysia, Vietnam, Cambodia, and Thailand, so Batam City is a business and tourist destination. To increase domestic and international tourist visits, the Batam City Government has carried out promotions in various ways such as promotions through the Batam City Culture and Tourism Office website, social media. But there is no application to promote tourist attractions in Batam City, it is necessary to build an application for recognizing tourist objects in Batam City which includes visualization of tourist objects in 3D and information about tourist objects to make it easier for tourists to choose tourist objects according to their wishes. This research developed an application to recognize tourism objects in Batam City using augmented reality markers with the application of the SDLC (System Development Life Cycle) Waterfall model method. The augmented reality (AR) technology tracking method used in this study is marker-based tracking. Based on the results of functional testing, shows that the application functions properly. The results of the user satisfaction test gave a good value so the results found that the application was very well received by users.