Reviewerly/exHarmony huggingface dataset:
Research on the Work of Equipment Scientific Research Project Comparison Test

This paper analyzes the problems in the preparation of competitive documents, test organization, technical status confirmation and other aspects in the implementation of the comparative test of mechanical equipment scientific research projects. It makes an objective analysis of the existing implementation mode, finds out the crux of key problems, and puts forward targeted solutions.
The next generation of Web-based Earth Observation System

Earth Observation Systems (EOS)are going through big changes, movingfrom a local to a global scale.The goal of many EU projects, in agreementwith the Horizon 2020 goals, is to increasethe exchange andcollaborations among scientific communities sharing same goals. Withinthe SUPREME and TESTARE projects, one important objective is tosupport and improve the development of the next generation of EOS bymerging model based analysis and earth observations. 2 differentapplications are currently being developed: SWATAPP and ODM APP.SWATAPP exposes SWAT I/O on a web based user-friendly environment.The system connects to SWAT data collections; visualize the data,(graphs, texts, tables) and digest SWAT simulations to produce reports.ODM APP exposes services to insert, manage and analyse Observation andMeasurements (O&M). Namely Update, Insert and Delete operations arepossible. The data modelis a revised version of the Observation and DataModel (ODM2). The physical schema in accordance with the ODM2standard comprises Core, Sampling Features, Provenance, Results.In the back end,the Alto framework (www.altoframework.com), a webbased innovative low code development framework is exploited fordeveloping and maintaining Web services, REST APIs and theApplications for data querying and sharing, processing and distributing.Through Alto, web apps can be further developed and maintained.
Innovative processes in the higher education system of Kazakhstan

The changing role of higher education in shaping a developed competitive society on the world market has caused most of the ongoing innovation processes. The development of the higher education system cannot be carried out without the constant development of innovations related to the innovation process implementation. In the modern world, with the development of IT technologies, it is possible to receive education remotely. At the moment, the implementation of innovative processes in the higher education system is facing a series of difficulties.
Sistem Aplikasi Penilaian Jawaban Essay Test Calon Karyawan PT Siloam Hospitals TB Simatupang Menggunakan Algoritma Text Mining TF-IDF Berbasis Web

The computer is a sophisticated technology that is widely used for now, a lot of work that used to use manual processes, has now been replaced by a computerized system, one example is the process of evaluating answers to essay tests online, the process of evaluating answers to essay tests that the authors currently use is by using the Tf-Idf text mining algorithm, which application system is a model for evaluating the essay test answers for prospective employees at PT. Siloam Hospitals TB Simatupang. The aim is to accelerate the process of evaluating essay test answers to prospective employees at PT. Siloam Hospitals TB Simatupang. In order to make the same frequency between several words in the sentence that can be used Term Frequency equation, Term Frequency is a factor that can determine word weight based on the number of word frequencies in each document, 4 sample essay questions are taken , the results can be if the prospective employee correctly solved the problem and the result or the value of the equation is 1, the value obtained by the prospective employee is 100: 4 = 25. From the results of the study that the essay test assessment system using text mining methods has worked well in the application Essay examination trials show the suitability of the assessment in the application with  the scores made by HRD with an average of 73.51%
IMPLEMENTATION OF ZONING SYSTEM POLICY FOR NEW STUDENTS ADMISSION

New students admission  is an annual program that marks the new academic year.   A not comparable condition between public interest and   the schools capacity forced the government to develop  an objective, transparent, accountable and fair selection system. Evaluation and policy   modification   from district system, cluster,   develop zone (bina  Lingkungan ) and recently Bandung city government   applied  a zoning system.  What has been the fault in the new students submission system policy in Bandung City that caused a controversy amongst the society. the article   tries to   uncover the  issue from a  policy  accuracy ,  implementation accuracy,  target accuracy, and environment accuracy. Keywords :  New student admission, zonation system, rayon system, cluster system, develop environment system
Implementation of a Teacher̕ s Individual Style in the Process of Foreign Language Instruction

The article deals with the problem of implementing an individual style of teacher activity in the process of foreign language instruction. The purpose of the article is to raise awareness of the need to correlate professional qualities, temperament, and individual style of teacher activity with specific properties and teaching potential of various means and technologies in foreign language teaching. It is noted that the productivity of a teacher’s activities depends on how successfully her individual intellectual, emotional, and other characteristics are harmonized with the nature of the pedagogical tasks she undertakes. The ability of a teacher to make an informed choice of tools and teaching technologies presented in modern methodological literature is associated with formation of a number of professional skills: the ability to evaluate the methodological potential of a given training tool or technology; to analyze a textbook based on selected criteria: to take into account the learning conditions and characteristics of students, etc. Internal reflection that allows the teacher to become aware of her own mental characteristics can provide an important criterion for choosing methods, techniques, and technologies that are organic for the teacher. The article considers various individual styles of activity, largely determined by the characteristics of a teacher’s temperament, and the author concludes that they need to be taken into account when choosing means and technologies for training. The ability to reflect on one’s own psychological characteristics and to develop an individual style of teaching is thus seen as a most important professional quality of a foreign language teacher. The article presents a thorough analysis of the issue, complete with practical and theoretical provisions related to employing professional and personal characteristics of a foreign language teacher in the educational process. It is stated that the effectiveness of a teacher’s professional activity is determined not only by her methodological training but also by her ability to resolve contradictions between her own natural tendencies, personal characteristics, and the nature of situations that take place in the educational process. The article considers various individual styles in terms of performance and identifies both the factors that determine the individual style of the teacher and aspects of the teacher’s professional activity that depend on the chosen style of teaching. In conclusion, the author emphasizes the importance and urgency of researching and developing practical ways for teachers to choose the optimal type of the learning process within given conditions, taking into account the needs of students and the characteristics of their own personality.
Privacy-preserving algorithm for outsourcing matrix multiplication based on Strassen’s algorithm

Matrix Multiplication is a fundamental mathematical tool and basic problem with various applications in many domains such as data mining and data analyzing. Most of the time, limited-resource clients cannot afford the cost of heavy computations and needs to outsource the information and computations to a powerful and efficient cloud system. In this data exchanging, security and privacy concerning become a significant issue due to the value of some sensitive data such as private personal information or industrial data. The untrusted cloud servers beside malicious adversaries are always a kind of hazard for the clients and increase the risk of information leakage in data outsourcing. There exist many secure algorithms with creative data masking methods which are already usable in the industry, but due to numerous system and treat models, and the importance of the level of the security, new algorithms always emerge to improve the existing schemes.In this thesis, we propose four privacy-preserving algorithms based on Strassen’s scheme to provide the desirable result of matrix multiplication for the clients who are not able to process the regular matrix multiplication algorithms because of lake of powerful resources.
A Study of the Loss Landscape and Metastability in Graph Convolutional Neural Networks

Many novel graph neural network models have reported an impressive performance on benchmark dataset, but the theory behind these networks is still being developed. In this thesis, we study the traj ...
Research Guides: Identity Theft: APA Style

Guide for resources on Identity Theft which will provide an overview of Stetson library resources on the topic.
My Mobile Phone, My Life: Deconstructing Development (Maendeleo) and Gender Narratives among the Marakwet in Kenya

The increased adoption of mobile telephony for development is based on the assumption that mobile telephony has the potential to foster social change. To some, such technology can aid most developing countries to leapfrog stages of development. Yet to others, the technology is at most counterproductive: development has been understood differently by the developed in comparison to the underdeveloped. Missing in this narrative is the people’s own conceptualization of the term development as well as their gender roles, often a component of development programs. This study presents findings on an alternative conceptualization of development, dubbed maendeleo, a Swahili term that denotes process, participation, progress, growth, change, and improved standard of living—as defined by the people or women themselves as they interact with mobile telephony in rural Kenya. Using Manuel DeLanda’s assemblage theory to analyze interviews, this study proposes an alternative conceptualization of development. This different perspective on development denotes both process and emergence, through the processes and roles that mobile telephony plays in the techno-social interactions of users, context, and other factors as they form social assemblages that are fluid in nature, hence challenging the Western proposition that new technologies produce development understood as social transformation.
Bubble Visualization Overlay in Online Communication for Increased Speed Awareness and Better Turn Taking

In this paper, we explore the use of a real-time speech visualization overlay to help native English speakers (NES) reflect on their speech speed and allow them to understand how English as a Foreign Language speakers (EFLS) perceive their speech. Our visual system generates a sequence of bubbles based on the speaking speed overlaid close to the user's mouth; the faster the speaking speed, the denser the bubble sequence, and vice versa. The results suggest that the presence of the speech visualization helps NES to understand their speech speed, and subsequently, it helps EFLS to feel comfortable speaking during the online group discussion.
Privacy-awareness in the era of Big Data and machine learning

Social Network Sites (SNS) such as Facebook and Twitter, have been playing a great role in our lives. On the one hand, they help connect people who would not otherwise be connected before. Many rec ...
DGNSS-based Cooperative Positioning using Statistics-Adaptive Particle Filter

The advances in low-latency communications networks combined with the paradigm of Intelligent Transportation Systems (ITS) have opened a number of opportunities to develop network-based collaborative positioning and navigation. Recent research works indeed, have fostered the concept of networked Global Navigation Satellite System (GNSS) receivers supporting the sharing of raw measurements with other receivers connected to the network. Such measurements (i.e., pseudorange and Doppler) can be processed through Differential GNSS techniques to retrieve inter-receiver distances which can be in turn integrated to improve positioning performance. This paper investigates an improved Bayesian estimation for a sensorless (i.e. unavailable Inertial Navigation System (INS)), tight-integration of Differential-GNSS-based collaborative measurements through a modified Particle Filter (PF). Differently from Hybrid Extended Kalman Filter (EKF) and Unscented Kalman Filter (UKF) indeed, a PF natively support the non-Gaussian noise distribution characterizing GNSS-based inter-receiver distances. The proposed PF was hence designed, implemented and optimized according to the architecture of a proprietary INS-free Global Navigation Satellite System (GNSS) software receiver and tested with realistic Radio-Frequency (RF) signals, thus showing remarkable improvement in positioning accuracy.
Interactive Anomaly Detection With Reduced Expert Effort

In several applications, when anomalies are detected, human experts have to investigate or verify them one by one. As they investigate, they unwittingly produce a label - true positive (TP) or fals ...
LibGuides: HACC User Support: my.HACC Portal

Tech support provides effective and timely technical support for all HACC students, faculty, and staff.
Bonaviri e la poetica della riscrittura

This article proposes the analysis of some narrative texts by the Sicilian writer Giuseppe Bonaviri, in search of the ways in which he rewrites topoi, archetypes, mythologemes, fables, according to a postmodern style and spirit.
Designing Web-Based Student Scoring Information System At SMAN Tunas Bangsa Pulau Burung

Web-Based Student Value Processing Information System is a system that provides information reports on student results online in the form of value reports and relevant student information on a web-based basis, thus helping speed and quality in delivering information. The problems that occur in the processing of grades at thenSMAN Tunas Bangsa Pulau Burungnare still conventional in nature, which is still written in the value leger so that a lot of time and effort is needed to process the task. I obtained this research from the observation method, which is carrying out direct observations of the object being studied. The purpose of this research is to build a value information system that facilitates the checking and reporting of computerized student value data. Also with web-based data information can be accessed anytime. This application uses a multiuser consisting of admin, principal, teacher and students in the login section when opening the application so that the security of the program is there. This research has produced a value processing system that helps the work of teachers and homeroom teachers, Web-Based Information Systems that use supporting technologies such as PHP and MySQL databases. This is done to build a system that helps in the processing and presentation of student value data information. With the aim that the processing of value can be processed effectively and efficiently, so that it can be directly accessed and information can be conveyed properly.
Repeated search can make search slower and less efficient.

Phenomena such as contextual cuing demonstrate that memory can facilitate visual search. In contextual cuing, observers search repeatedly through the same configurations, and as long as the relationship between target (e.g. rotated T) and distractor (e.g. rotated L’s) locations remains stable, search becomes faster and more efficient (Conci & Müller, 2012, Visual Cognition). However, sometimes visual search proceeds without relying on memory. For example, in Wolfe, Klempen, and Dahlen (2000, JEP: HPP), observers repeatedly searched the same displays hundreds of times. Despite ample opportunity to become familiar with each display, visual search did not become faster or more efficient. The current experiment used a repeated search paradigm to test if observers could use knowledge of where targets had appeared in previous trials in order to facilitate search. Participants’ task was to search for a rotated T amongst rotated L’s (set sizes of 8, 12 and 16). The same configuration was searched 8 times consecutively, and within a repetition series, the target never appeared in the same location, but appeared in a unique location on each trial. Participants were told that configurations would repeat for 8 consecutive trials, and that target location would not. The results showed a significant decrease in the efficiency (slope increased from 37 ms/item on the first repetition to about 50 ms/item on the eighth) and an increase in response time as configurations repeated. In this case, memory for past searches seems to have interfered with search. This result may be explained by the idea that locations that were once occupied by distractors are inhibited from one trial to the next.
التحول الرقمي وانعكاساته على ممارسة مهنة المحاسبة والتدقيق (Digital Transformation and Its Implications for the Practice of the Accounting and Auditing Profession)

Arabic Abstract: هدف هذا البحث إلى التعرف على التحول الرقمي وانعكاساته على ممارسة مهنة المحاسبة والتدقيق، ولتحقيق أهداف الدراسة قام الباحثان باستخدام المنهج الوصفي التحليلي، وتم الاعتماد على الاستبانة كأداة للدراسة طبقت على مجتمع الدراسة المكون مكاتب المحاسبة والتدقيق والبلغ عددهم(90) مدقق، ونقابة المحاسبين والمدققين الفلسطينية في قطاع غزة والبالغ عددهم(48)،حيث تم اختيار عينة عشوائية تكونت من (50) مدقق، و(30) عضو واستخدمت الدراسة التحول الرقمي كمتغير مستقل، بينما اشتملت المتغيرات التابعة على مهنة المحاسبة والتدقيق، وأظهرت نتائج البحث أن التحول الرقمي يوفر المهارات التكنولوجية اللازمة لنجاح ممارسة مهنة المحاسبة والتدقيق بشكل واقعي ويجعلها أكثر فاعلية ودقة، مما يؤدي إلى زيادة رضا المستفيدين من خدمات مهنة المحاسبة.وأوصت الدراسة ضرورة العمل على تطوير البرامج المحاسبية، وتبني التعليم المحاسبي الرقمي لما له من أهمية في إدارة المعرفة وعلاقتها بتكنولوجيا المعلومات المحاسبية والتي أحدثت تحولا كبيرا في الدور الجديد للمحاسبين ليصبحوا أكثر فاعلية في أعمالهم، ومواجهة المستجدات على مهنتهم بكفاءة مهنية عالية.English Abstract: This study aimed to identify the digital transformation and its implications for the practice of the accounting and auditing profession, and to achieve the goals of the study, the researchers used the descriptive-analytical approach and financing the questionnaire as a study tool applied to the study population consisting of accounting and auditing offices and the number (90) auditors, and the Palestinian Accountants and Auditors Association In the Gaza Strip, whose number is (48), where a random sample consisting of (50) auditors and (30) members was chosen. The study used the digital transformation as an independent variable, while the dependent variables included the accounting and auditing profession, The results of the study indicated that the digital transformation provides the technological skills necessary for the success of the practice of the accounting and auditing profession in a realistic way and makes it more effective and accurate, which leads to increased satisfaction of the beneficiaries of the services. For the accounting profession.The study recommended the necessity of working on developing accounting programs and adopting digital accounting education because of its importance in knowledge management and its relationship to accounting information technology, which brought about a major shift in the new role of accountants to become more effective in their business, and facing developments on their profession with high professional competence.
Enhancing adversarial attack transferability with multi-scale feature attack

Deep neural networks are vulnerable to adversarial examples, which can fool models by adding carefully designed perturbations. An intriguing phenomenon is that adversarial examples often exhibit transferability, thus making black-box attacks effective in real-world applications. However, the adversarial examples generated by existing methods typically overfit the structure and feature representation of the source model, resulting in a low success rate in a black-box manner. To address this issue, we propose the multi-scale feature attack to boost attack transferability, which adjusts the internal feature space representation of the adversarial image to get far to the internal representation of the original image. We show that we can select a low-level layer and a high-level layer of the source model to conduct the perturbations, and the crafted adversarial examples are confused with original images, not just in the class but also in the feature space representations. To further improve the transferability of adversarial examples, we apply reverse cross-entropy loss to reduce the overfitting further and show that it is effective for attacking adversarially trained models with strong defensive ability. Extensive experiments show that the proposed methods consistently outperform the iterative fast gradient sign method (IFGSM) and momentum iterative fast gradient sign method (MIFGSM) under the challenging black-box setting.
When Code Words Aren’t Coded

According to the “standard framing” of racial appeals in political speech, politicians generally rely on coded language to communicate racial messages. Yet recent years have demonstrated that politicians often express quite explicit forms of racism in mainstream political discourse. The standard framing can explain neither why these appeals work politically nor how they work semantically. This paper moves beyond the standard framing, focusing on the politics and semantics of one type of explicit appeal, candid racial communication (CRC). The linguistic vehicles of CRC are neither true code words, nor slurs, but a conventionally defined class of “racialized terms.”