Reviewerly/exHarmony huggingface dataset:
An Embedded Implementation of Discrete Zolotarev Transform Using Hardware-Software Codesign

The Discrete Zolotarev Transform (DZT) brings an improvement in the field of spectral analysis of nonstationary signals.However, the transformation algorithm called Approximated Discrete Zolotarev Transform (ADZT) suffers from high computational complexity.The Short Time ADZT (STADZT) requires high segment length, 512 samples, and more, while high segment overlap to prevent information loss, 75% at least.The STADZT requirements along with the ADZT algorithm computational complexity result in a rather high computational load.The algorithm computational complexity, behavior, and quantization error impacts are analyzed.We present a solution which deals with high computational load employing co-design methods targeting Field Programmable Gate Array (FPGA).The system is able to compute one-shot DZT spectrum 2 048 samples long in ≈ 22 ms.Real-time STADZT spectrum of a mono audio signal of 16 kHz sampling frequency can be computed with overlap of 91%.
Organizational factors explaining the introduction of digital technology in the company: A qualitative analysis with managers of SMEs in Agadir city

Today, digital technology is being introduced everywhere in companies, which increasingly look to improve their assets in order to best meet the needs of customers, better communicate with suppliers and achieve profitability on all levels. However, there are several factors that influence the implementation of digital technologies and impact their development, they are of various types: cultural, environmental, technological and organizational... The objective of this article is to expose the main organizational factors that act on the introduction and improvement of digital technologies in organizations. We have to do this, and after having carried out a theoretical study concerning the literature review related to our research subject, conducted a qualitative study with a sample of nine managers of SMEs from various sectors of activity in the city of Agadir. The analysis of the results was carried out using the IramuTeQ software. The results of our study showed that organizational factors, including the support of top management and the role of senior management in the decision-making process as well as the participation of employees in technological projects are the most determining factors in the introduction of digital technology within the companies studied, without forgetting the availability of surplus resources and financial means.
MODERN PEDAGOGICAL MECHANISMS FOR THE FORMATION OF ETHNECOLOGICAL CULTURE IN THE HIGHER EDUCATION SYSTEM

The article discusses the importance of ethnecological research in the formation of ethnecological culture of students in their pedagogical mechanisms.
Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining

There is an increasing focus on model-based dialog evaluation metrics such as ADEM, RUBER, and the more recent BERT-based metrics. These models aim to assign a high score to all relevant responses and a low score to all irrelevant responses. Ideally, such models should be trained using multiple relevant and irrelevant responses for any given context. However, no such data is publicly available, and hence existing models are usually trained using a single relevant response and multiple randomly selected responses from other contexts (random negatives). To allow for better training and robust evaluation of model-based metrics, we introduce the DailyDialog++ dataset, consisting of (i) five relevant responses for each context and (ii) five \textit{adversarially crafted} irrelevant responses for each context. Using this dataset, we first show that even in the presence of multiple correct references, n-gram based metrics and embedding based metrics do not perform well at separating relevant responses from even random negatives. While model-based metrics perform better than n-gram and embedding based metrics on random negatives, their performance drops substantially when evaluated on adversarial examples. To check if large scale pretraining could help, we propose a new BERT-based evaluation metric called DEB, which is pretrained on 727M Reddit conversations and then finetuned on our dataset. DEB significantly outperforms existing models, showing better correlation with human judgements and better performance on random negatives (88.27% accuracy). However, its performance again drops substantially, when evaluated on adversarial responses, thereby highlighting that even large-scale pretrained evaluation models are not robust to the adversarial examples in our dataset. The dataset and code are publicly available. (Dataset: https://iitmnlp.github.io/DailyDialog-plusplus/ and Code: https://github.com/iitmnlp/Dialogue-Evaluation-with-BERT).
Using the weighted Kendall Distance to analyze rank data in psychology

Although the Kendall distance is a standard metric in computer science, it is less widely used in psychology.We demonstrate the usefulness of the Kendall distance for analyzing psychological data that take the form of ranks, lists, or orders of items.We focus on weighted extensions of the metric that allow for heterogeneity of item importance, item position, and item similarity, as well showing how the metric can accommodate missingness in the form of top-k lists.To demonstrate how the Kendall distance can help address research questions in psychology, we present four applications to previous data.These applications involve the recall of events on September 11, people's preference rankings for the months of the year, people's free recall of animal names in a clinical setting, and expert predictions involving American football outcomes.
Caso práctico: Reclamación contra la praxis docente de un profesor de formación profesional

espanolEl supuesto practico se centra en la elaboracion de un informe por parte del inspector de referencia de un IES ante reclamacion presentada por el alumnado del Ciclo Formativo de Grado Superior de Desarrollo de Aplicaciones Web contra la praxis docente de un profesor que imparte docencia en el mismo. EnglishThe practical assumption focuses on the preparation of a report by the inspector of reference of an HEI in the case of a complaint submitted by the students of the Higher Education Training Cycle of Web Applications against the teaching practice of a teacher who teaches in it.
PENGEMBANGAN MODEL PELATIHAN PENINGKATAN KOMPETENSI GURU SD BERBASIS APLIKASI EDMODO

This study aims to measure the benefits of edmodo application, in the Islamic Elementary School of Cikal Harapan I BSD. Teachers are given alternative edmodo applications to be used in the development of training models, as an answer to the problem of how to improve development models in the midst of their busy activities. By using the edmodo application, teachers in the Islamic Elementary School of Cikal Harapan I BSD can improve pedegogical competence through the edmodo application-based training they use. Although everyday teachers are accompanied by modern communication tools such as smartphones, computers and laptops, it is not easy to use new methods. Patience and perseverance are needed to introduce this model development model, especially the introduction of each edmodo application feature, active interaction when given training material as well as their seriousness to improve skills in using the edmodo application. In addition to practicing the use of edmodo applications in 42 teachers, they also gave questionnaires. Data in the field is inputted with the SPSS program which provides an overview of the level of teacher acceptance of the use of the edmodo application. Of the 42 teachers who were the subjects of the study, there were 50 percent who could ultimately benefit from using the Edmodo application. The rest is split in constraints due to time constraints, incompatible devices and difficulty understanding edmodo's application features.
Using the Raspberry Pi Camera

In this chapter, we will look at the Raspberry Pi camera and how it can be controlled using electronic sensors. This will look at using the camera to take photographs automatically based on a PIR sensor and how to use the camera for creating stop frame animation.
[Section II:Introduction]

Methods and Agendas in Technology EducationClick on the pdf button to open and readthe introduction to this section.
Prepararse para la universidad en tiempos de pandemia

espanolEl Covid obliga a las administraciones a apoyar a la generacion de estudiantes mas afectados por la pandemia; los que se han visto afectados en su transicion a la universidad. EnglishCovid forces administrations to support the generation of students most affected by the pandemic; those who are in their transition to university.
Analysis of Implementation Online Learning through Applications the Covid-19 Pandemic at English Department of Cenderawasih State University

The Corona Virus is sweeping across the globe, including Indonesia. So that learning process was initially done directly in the classroom becomes online learning or daring. It would also correspond to dictating to the ministry of Indonesia education that hinders the spread of the coronavirus. So learning has been converted into online learning or daring at home. At study English, Study Program also applies the online learning method by taking advantages of online application such as zoom, WhatsApp group, google form and voice note on the subject. WhatsApp application is the most appropriate for applying online learning at English Study Program. An instructor uses this application because it is familiar to both student and instructor and therefore easier to implement. The study was done with a survey through online interview using a google form to all instructors at English Study Program-FKIP. The Data result that the researchers have been obtained indicates that online learning is the only applicate of method for the current Covid-19 pandemic conditions. The lecturer can evaluate students by doing the recourse to see how far the students understanding of receiving online materials. However, some lecturer also judges that online learning is less effective because there are problems with signal power and the student's faculty of personal laptop gadgets. The student has habit for doing online learning up to student absences. The use of online applications is also adjusted to what materials will be presented
Mixture modeling for efficiently estimating the spectral distribution of bivariate regular variation

This paper considers the parametric estimation of the spectral distribution of bivariate regular variation for efficiency. Since Fisher consistency is the key condition for attaining efficiency, mixture model is employed as the parametric model class due to its flexibility. The maximum likelihood estimation is shown to be asymptotically efficient under some regularity conditions. Moreover, in the real data analysis, the maximum likelihood method based on normal mixture produces an estimation result of spectral distribution well fitted to the data.
Balinese Kulkul Semantic Ontology: REST API Mobile Application Development

Kulkul is one of Bali's cultural heritage. Kulkul is used in Balinese society for communication when there is a danger, death, a ritual, and so on. The current phenomenon is that many Balinese people are only able to know and without knowing much knowledge about kulkul. It is because this knowledge is the only word of mouth, making it difficult for it to be collected, stored, retrieved, shared, and renewed. Current technological developments, especially mobile technology, allow the development of mobile applications on cultural knowledge with an ontology approach that will help provide an explicit explanation of this knowledge. In this study, the authors propose the application of a web service with a REST API architecture to help mobile applications integrate Balinese Kulkul Semantic Ontology. This study uses the prototyping method in developing the REST API. From the tests that have been done, it is found that the REST API has successfully received requests and responses which prove that the mobile application is well integrated.
A Nonlinear Concurrent Butterfly Equalizer

Optical communication systems operating with high data rates and dual-polarization are frequently disrupted by chromatic and polarization mode dispersions.Fixed filters usually mitigate chromatic dispersion; on the other hand, polarization mode dispersion (PMD), due to its stochastic behavior, is reduced by adaptive filters, such as channel equalizers.In this context, this article proposes a novel blind equalization architecture, based on the nonlinear modified concurrent equalizer (NMCE) expanded to a butterfly structure.The proposed nonlinear concurrent butterfly equalizer (NCBE) combines the reduced uncertainty and the sharper decision regions of the NMCE in both X and Y polarizations, resulting in improved performance.The NCBE is compared with the constant modulus algorithm (CMA), the modified CMA (MCMA), and the concurrent CMA-SDD (soft direct decision), all of them in butterfly architectures and with fractionally-spaced equalization.Results show that the proposed solution presents a reduced bit error rate (BER) and steady-state mean squared error (MSE) figures compared with the CMA, MCMA, and CMA-SDD equalizers the NCBE cross-shaped noise of the nonlinear equalizer output.Also, the NCBE can operate at higher values of PMD compared to the least mean square (LMS) equalizer without the necessity of delaying polarization X, Y, or both.
Soil carbon persistence linked to mineralogy across sub-Saharan Africa

&amp;lt;p&amp;gt;Recent compilations of global soil radiocarbon data suggest that current Earth System Models underestimate the mean age of soil carbon (C). The discrepancy between data-derived estimates and model calculations might be due to an inadequate representation of processes that control C persistence in soils &amp;amp;#8211; especially in understudied regions.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;Here, we investigate the relationships between soil mineralogy, soil properties, climate and radiocarbon (&amp;amp;#916;&amp;lt;sup&amp;gt;14&amp;lt;/sup&amp;gt;C) in soils sampled as part of a comprehensive soil survey (AfSIS) for sub-Saharan Africa. A total of 510 samples were analyzed, comprised of soils collected from two depths (0&amp;amp;#8211;20&amp;amp;#160;cm and 20&amp;amp;#8211;50&amp;amp;#160;cm) at 30 sites in 14 countries. To determine soil mineralogy, we analyzed X-ray powder diffraction (XRPD) data, which provides a precise and detailed mineralogical signature of each soil sample. The studied soil profiles vary greatly in their mineralogy, reflecting a diverse range of parent materials and soil forming factors.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;The median soil C age is 182 years in the topsoils and 563 years in the subsoils, corresponding to a total &amp;amp;#916;&amp;lt;sup&amp;gt;14&amp;lt;/sup&amp;gt;C value range of -432 to 95 &amp;amp;#8240;. In general, &amp;amp;#916;&amp;lt;sup&amp;gt;14&amp;lt;/sup&amp;gt;C values decrease (older mean C ages) with increasing clay particle size fractions. This corresponds to an increase in short range-order minerals expressed as oxalate-extractable aluminum and iron (Al&amp;lt;sub&amp;gt;ox&amp;lt;/sub&amp;gt; and Fe&amp;lt;sub&amp;gt;ox&amp;lt;/sub&amp;gt;). Separately, mineralogically defined variables &amp;amp;#8211; derived from the XRPD data using principal component analysis &amp;amp;#8211; are found to correlate strongly with a range of soil properties (pH, weathering status, exchangeable calcium, Al&amp;lt;sub&amp;gt;ox&amp;lt;/sub&amp;gt; and Fe&amp;lt;sub&amp;gt;ox&amp;lt;/sub&amp;gt;, and soil texture) and climatic variables (aridity index and mean annual temperature). This provides a holistic assessment of the processes that have formed each soil along with the properties that it currently exhibits. Our analyses with random forests show that these XRPD-derived mineralogical variables alone can explain up to 30% of the variation in &amp;amp;#916;&amp;lt;sup&amp;gt;14&amp;lt;/sup&amp;gt;C across sub-Saharan Africa. They also allow the identification of specific minerals that contribute to this variation and how they are linked to the C mean age of the soil. In conclusion, our results suggest that soil mineral data can help to better understand C persistence in subtropical and tropical soils.&amp;lt;/p&amp;gt;
PENGARUH KUALITAS SISTEM DAN KUALITAS INFORMASI TERHADAP KEPUASAN PENGGUNA SISTEM INFORMASI AKUNTANSI PADA PT INDOMARCO PRISMATAMA CABANG BANJARMASIN

Abstract,       The research objective is to empirically prove the effect of system quality and information quality on user satisfaction of accounting information systems at PT Indomarco Prismatama Banjarmasin Branch.       The method used in this research is a survey method by distributing questionnaires to employees as respondents as many as 60 people. The test equipment used in this research is with the help of the SPSS version 22 program.       Conclusion partially and simultaneously the variables of system quality and information quality have an effect on user satisfaction of the accounting information system at PT Indomarco Prismatama Banjarmasin Branch, this is because employees are satisfied with the accounting information system used by the company.
Study on Vibration Detection System of Wind-driven Generator based on Virtual Instrument

This study analyzes the structural characteristics of wind-driven generator, concludes its comment malfunctions and proposes effective methods by general fault analysis methods, so as to design online detection and fault diagnosis system of wind-driven generator in virtual instrument. This work will realize real-time detection, help engineers to proceed remote fault diagnosis, reduce maintenance time and increase production efficiency. This study is meaningful and practical to develop a fault diagnosis system for wind-driven generators, which shows professionalization of fault diagnosis system.
Project activity of students in the information and educational environment of the professional college

The introduction of modern information and pedagogical teaching technologies is one of the most important tasks of improving the training of qualified specialists in professional colleges. In this regard, there is an acute problem of selection and use of modern teaching technologies that improve the quality of the educational process. The paper presents some experience in the use of electronic educational resources in the organization of educational and project activities of students of professional colleges. On the example of the electronic remote platform Moodle, the stage-by-stage implementation of the components of the project activities of students in the course "Design and technology of light industry products" is considered.
Features of quantum information

The aim of the chapter is to describe the properties of quantum information objects, especially those that do not exist in classical physics. These features are mainly quantization, entanglement, quantum coherence, and decoherence. In addition, the chapter presents new properties related to the interaction of quantum objects, such as distance between wave components, and the related interaction’s speed between them. When component strength is added to each quantum object, the complex information circuits can be modeled. The explanation of complex systems’ self-organization is given as an example.
Perencanaan Arsitektur Organisasi Untuk Mendukung Pengembangan Sistem Informasi Perguruan Tinggi

Strategies and policies in a profit-oriented organization have a social mission (public service) that prioritizes customer service. The development of information systems and information technology will have an impact on increasingly competitive competition, this also applies in the world of education, especially for higher education institutions that are managed by the community (private), requiring managers to build and develop information systems to help business activities, achieve organizational goals. and services for stakeholders. Enterprise Architecture Planning (EAP) as a method or frame of reference for building an information architecture. EAP is an architectural planning method that is oriented to business needs which consist of data architecture, applications, and technology as well as an implementation plan of the architecture that has been created to support business activities for the achievement of an organization's mission.&#x0D; Keywords: Enterprise Architecture, information architecture, business activities.
Development of The Application for Car Audio Parts Detection Damage Using Case Based Reasoning Method and Nearest Neighbor Algorithm

PT. Denso Ten often receives car audio spare parts that are damaged due to shocks during the trip or sender's error. Damaged parts are collected and repaired by maintenance who has special skills manually. The limited number of maintenance operators and the frequent transfer of experts resulted in work delays due to insufficient spare parts. Spare parts repair work cannot be done by all employees because it requires special skills. The Case-based Reasoning approach and Nearest Neighbor algorithm are used to be developed for expert systems to support the detection of audio part damage so that it will speed up work and can be done by employees without special knowledge. The system can run and be used by users properly as needed and the results have good accuracy. The Case Base Reasoning method and the nearest neighbor algorithm work according to the rules and the calculation results are according to the expert's results.
More Python Exercises

The Romans borrowed an old Athenian concept and turned it into a proverb: “Repetito master sturdiorum,” which means “Repetition is the mother of all learning.” In the previous chapter, you practiced basic Python concepts, but you will get more practice with more relatable subjects and scenarios in this chapter. Some parts of the exercises will contain content that will be directly relatable to the scripts you will be writing in the second half of this book. When we do each exercise in this chapter, let your fingers do the typing, but let your brain think about how a certain exercise can help you automate parts of your work.
Информационно-коммуникационная среда как важнейший аспект управления процессами дополнительного образования в системе профориентационной деятельности

The modern social environment makes a request for a person who can enter into interaction with her. And not just enter, but out of all the possibilities of freedom offered by the personality to the environment, choose the one that optimally brings the person closer to obtaining useful results for her in an enriched, dynamic educational and professional space, devoid of communicative gaps, adapted to the social needs of society, pursuing continuity and consistency in the processes of vocational guidance of youth. Professional self-determination of young people today is taking place in the conditions of dynamically changing requirements of modern society to the level of training of specialists.
Approximate Hashing for Bioinformatics

The paper extends ideas from data compression by deduplication to the Bioinformatic field. The specific problems on which we show our approach to be useful are the clustering of a large set of DNA strings and the search for approximate matches of long substrings, both based on the design of what we call an approximate hashing function. The outcome of the new procedure is very similar to the clustering and search results obtained by accurate tools, but in much less time and with less required memory.