Reviewerly/exHarmony huggingface dataset:
Mining Neighbor Frames for Person Re-identification by Global Optimal Tracking

Person re-identification is a challenging task aiming to identify the same person across different cameras. However, most of existing image-based person re-identification methods neglect the spatial and temporal constraint, the information in neighbor frames of each person image is rarely exploited by previous studies. In this paper, we propose a novel neighbor frames mining framework (NFM) to exploit the spatial-temporal information. For each gallery image, we use a dynamic programming-based global optimal tracking method to search images of the same person in its neighbor frames. From those images, the image features extracted by the shared convolutional neural network (CNN) in the constructed neighbor sequence are merged via an attention weighted averaging technology. To this end, a novel supervised attention mechanism is designed for dealing with tracking errors. The final feature with multi-view and robust information is used for matching. Experimental results show the superiority and efficiency of the proposed method on two benchmark datasets including DukeMTMC-reID and PRW.
관광영어 교육프로그램 개선을 위한 참여자 인식의 주관성 연구 : A 사이버대학교를 대상으로

English is the most widely used language for international travel. Many universities recognize the importance of tourism English as ESP(English for Specific Purpose) and offers the classes in the department of tourism. Teaching tourism English should be practical and planned to meet the expectations of learners. To do so, students’ learning motivation should be identified based on their subjectivity. Although several researches have studied learning motivations, most of them are quantitative researches for general off-line university students with similar and limited variables from previous studies. However, it is necessary to approach from the phenomenological perspectives to analyze true motivations of learners. This study aims to analyze online learners’ motivations based on their subjectivity applying Q-methodology developed by Stephenson (1953). As a result, the learning motivations of cyber university students for tourism English were categorized into four types including Type 1: Overseas trip, Type 2: Intrinsic motivation, Type 3: Utilization in business, and Type 3: English proficiency improvement.
Towards Source Selection in Transfer Learning for Cloud Performance Prediction

Learning performance models for cloud services is challenging due to the dynamics of the operational environment stemming from scaling and migration decisions. This requires exchange or adaptation of the models in order to maintain prediction accuracy over time. Approaches that incorporates previously acquired knowledge using transfer learning is a viable technique for timely and robust model adaptation, especially when the training data is limited.In this paper we quantity the impact of different source domains on the accuracy of a target model in another domain. The evaluation is performed using data traces collected from a testbed that runs a Video-on-Demand service and a Key-Value Store under various load conditions. We find that the choice of source domain can yield a transfer gain, and sometimes a substantial transfer penalty.
Infectious disease transmission through touch-enabled biometric system: A digital dilemma

We use biometrics to authenticate the identity of humans by their behavioral or physiological features. Due to the digital revolution in India, the biometric technology is penetrating its roots in the health care (in the primary, secondary, and tertiary care levels) and other industries at a rapid pace. As an example, “Aadhaar-enabled Biometric Devices” have already acquired a lot of appreciation, after the successful implementation of “Ayushman Bharat Yojana” in India. However, during the COVID-19, pandemic, many institutes banned biometric attendance of their employees, due to the fear of infection transmission. The current paper aimed to describe the potential of infection spread through touch-enabled biometric devices and discussed the control measures to limit the spread of infectious diseases. A literature search was done using “PubMed,” “Google Scholar,” and “Scopus” databases for the key terms “biometric,” “infectious diseases and biometrics,” “infection and touch enabled biometrics,” and/or “touch enabled sensors”. All the relevant articles were included to support the argument for this narrative review. Commonly biometric systems use two types of sensors one is contactless, and another system requires direct contact to authenticate human beings. To authenticate by the biometrics (touchable), the end user must make direct physical contact for some time. It may increase the possibility of contamination with contagious/infectious agents (by food and water) to its subsequent users. Later, this event raises the chances of inoculation of dangerous contagions into our airway, and this is one of the ways, how infectious disease transmission occurs. To prevent infectious disease transmission, a multimodal confirmation system having the option for added means of authentication, like a spoken codeword or token or traditional methods like written attendance can be deployed within the organizations/healthcare facilities/medical colleges. To conclude, this paper proposes the adoption of a multimodal approach to prevent transmission of infectious diseases through fingerprint scanners.
융복합교육에 대한 대학 교수자의 수용의도 연구

(Purpose) The purpose of this study is to explore the factors that influence the effects on the acceptance intention of university professors and the causal relationship between each individual for the purpose of basic acceptance of what the instructors leads to acceptance of basic understanding. In other words, in the relationship between the intermediary variables, convergence education is conducted by verifying the hypotheses that have been established, including which preceding variable has a significant influence on the relevant mediating factor such as usefulness and ease of use.(Design/methodology/approach) To this end, this study view convergence education as an innovation education technology and use the technology acceptance model to verify the causal relationship and influence between each factor through a structural equation model. and in oder to increase the validity of hypothesis verification, this study intend to complement the quality aspect of the research by conducting interviews with university professors.(Findings) As a result of analysis, it was found that the willingness to change instruction and subjective norms among the preceding variables had a significant effect on acceptance intention through usefulness and the mediating effect was not verified but innovation and teaching efficacy had a positive effect on the perception of ease.(Research implications or Originality) These results contribute to the spread of convergence education and enhance the practical effects of convergence education by inspiring instructors to inspire their enthusiasm for their classes and to have a positive impact acceptance intention by strengthening awareness of the usefulness of convergence education. It is meaningful to be able to provide theoretical or practical measures for establishing the educational field of convergence education. And this study has significance as a poetic study that comprehensively approaches the acceptance intention of university professors through the technology acceptance model.
Research Guides: In Memoriam Exhibit: Dr. Charles A. McCallum

This exhibit celebrates the supporters of the UAB Libraries Historical Collections. It also shows users how to navigate the In Memoriam digital collection.
Attachable Iron Clothes / Muhammad Irsyad Sodiq Md Yamin

Attachable Iron Clothes has many benefits compared to others normal iron clothes because we develop some new features which is very efficient on ironing the clothes and laundry on top of we enhance the safety of the products that why we develop this product. Our product has great quality and technology that can give satisfaction to the consumers. We applied some features which could cool down the sole plate of iron so can reduce the injury. Therefore, with our product, it could minimize the time taken to clothes because of the great features. Furthermore, we provide the affordable price with high quality material and long-lasting product so the consumers can use with long time. We develop this product in order to overcome the problem from previous issue that happen towards parents that have problem with burn effect because of the previous product. By this product development, they do not have to worry about the upcoming problem because we present a great function that will give more benefit to the consumers. Other than that, we implement with interesting design that will attract people to buy our product and easy to use.
RANCANG BANGUN APLIKASI PENGARSIPAN DOKUMEN MENGGUNAKANOPTICAL CHARACTER RECOGNITION PADA BADAN KEPEGAWAIAN DAN PENGEMBANGAN SUMBER DAYA MANUSIA KABUPATEN KAPUAS BERBASIS VISUAL

This application was created to facilitate document archiving at the Agency for Personnel and Human Resources Development (BKPSDM) of Kapuas Regency, where so far document archiving is still using the manual method, so it feels like the era of fast-paced technology, manual archiving is slow in document search, storage , and the durability constraints of paper media which have a short life in storing this document archiving data.This application was created using Visual Studio 2012, where the development language itself uses C #, Using the EmguCV x86 2.4.0.1717 Library for Optical Character Recognition (OCR), Tesseract (Software) for the OCR algorithm, and PDFRasterizer to convert pdf format files into png format files. There are several facilities provided in this program in the form of inputting incoming document data, inputting outgoing document data, document disposition, editing, deletion, incoming document data reports, outgoing document data reports, user data reports, disposition data reports, job data reports, and reports. document type.With this application, it is hoped that it can assist in archiving documents digitally at the Agency for Personnel and Human Resources Development (BKPSDM) of Kapuas Regency, making it more efficient in entering data, searching for data, and minimizing errors and damage to document archiving.
Digital Andragogical Competences of Ecuadorian Higher Education Teachers during the COVID-19 Pandemic

The changes brought about in higher education by the Coronavirus disease (COVID-19) pandemic require effective action. Teachers must be trained to work on university platforms. The study allows us to analyse the current educational problems, which are found in many countries, not only in Ecuador. The research aimed to determine the virtual andragogical competencies of Ecuadorian university education during the COVID-19 pandemic. A mixed research approach was used. A quantitative analysis was applied first, followed by a qualitative analysis. The sample selection was participatory and non-probabilistic. The sample consisted of 1003 active higher education teachers in Ecuador. A questionnaire of 106 questions divided into four variables was applied. A multiple analysis of variance (MANOVA) was performed. The analyses demonstrated the need to apply four integral competencies. First the teacher must Know how to be, through continuous ICT training. After the teacher has been trained, he/she must Know. This process involves mastering educational technology. After updating knowledge, they must Know how to live together. Develop critical and constructive communication. Then Know how to do by applying an effective guiding methodology. Teacher training under the competency-based approach is seen as a viable alternative.
THE EFFECT OF TEACHER MANAGERIAL AND TEACHER PERFORMANCE ON LEARNING ACHIEVEMENT OF GRADE V STUDENTS OF SDN TUAK DAUN MERAH, OEBOBO, KUPANG CITY IN THE NEW NORMAL ERA (2020/2021)

This study aims to determine the effect of teacher managerial and teacher performance on student achievement. The research subjects were teachers and fifth grade students of SD Negeri Tuak Daun Merah, Oebobo District, Kupang City, each with 20 students. Sampling used the census technique, the data collection instrument used was a questionnaire. Based on the results of quantitative data analysis, it was obtained that a partial test for monopoly game media (X1) had a t-count value of 2,338, so there was a managerial influence of teachers on the learning achievement of fifth graders at Tuak Daun Merah State Elementary School, Oebobo District, Kupang City. Teacher performance (X2) obtained a t-count value of 4.558, so that there is an influence of teacher performance on the learning achievement of fifth grade students of SD Negeri Tuak Daun Merah, Oebobo District, Kupang City. F test obtained F count is 19.453, so that there is an influence of teacher managerial and teacher performance on the learning achievement of fifth grade students of SD Negeri Tuak Daun Merah, Oebobo District, Kupang City. The value of the coefficient of determination of 0.660 is equal to 66.0%. So that teacher managerial and teacher performance contribute to student learning achievement by 66.0%, while the remaining 34% (100% - 66.0%) is influenced by other variables not proposed in this study.
The roles of transformational leadership, innovation climate, creative self-efficacy, and knowledge sharing in fostering employee creativity in the public sector in Vietnam

Employee creativity significantly influences the growth of organisations. This study aims to investigate the influence of transformational leadership on fostering employee creativity through mediating factors, including innovation climate, knowledge sharing, and creative self-efficacy, in the public organisation context. This study used the snowball sampling approach to conduct a data survey of 461 respondents working in the public sector in Ho Chi Minh City, Vietnam. Tests of the research hypotheses using the structural equation modelling approach show that transformational leadership does not influence employee creativity directly but indirectly by promoting employees' creative self-efficacy, knowledge sharing and innovation climate. The results provide managerial implications for encouraging employee creativity in the public sector. Limitations and opportunities for future research are also highlighted.
Self-efficacy and Digital Competence in University Students

As a result of the exploration of various studies, and concepts involved, in this review article, it is intended to manifest the theme referred to around self-efficacy and digital competence in university students, circumscribing the study in one of the most outstanding scenarios of the last century, concluding that the binomial self-efficacy and digital competence made possible the development and realization of educational practice in these last two semesters in Peruvian higher education.
Ferramenta para imersão em realidade virtual como alternativa no estudo da neurobiologia das emoções.

With the technological advances of the last decade, virtual reality has become very popularmainly in games and has also been used in scientific experiments in order to evaluate how userimmersion influences the results. Taking this in consideration, this work builds and evaluatesthe usability of a software for the construction and execution of experiments in virtual realityas a research tool in neurobiology of emotions. In order to find out if the use of softwareas a tool helps researchers with time savings, ease in building an experiment and increasingthe immersion of the participants, it was performed usability assessments that revealed thatdespite its limitations, the software presented a score SUS of 83.75 points, 82.5 system learningeasiness, 83.34 system efficiency and 73.34 points user satisfaction. These results show thatthe software has obtained a good usability evaluation and can help researchers with the abovequestions
Low achievers and vocabulary learning strategies / Surina Nayan and Hariharan N Krishnasamy

This is a conceptual paper on low achievers and vocabulary learning strategies. The paper focuses on what vocabulary is, its importance, types of vocabulary learning strategies, low achievers and their vocabulary learning, the importance of explicit teaching of vocabulary learning strategies to low achievers and also studies done on them. Low achievers need to be made aware of the existence of these strategies and employ them in their learning. This is because they have less motivation to learn English as they are weak in this subject. Learners should also be taught on these strategies explicitly so that they are able to be autonomous in their learning. The knowledge on the strategies that they get will be helpful later in the work place as they will encounter various types of vocabulary that are related to their job. The paper ends with the conclusion and recommendations on ways to help low achievers to enhance their vocabulary knowledge.
Research on Intrusion Detection of Industrial Control System Based on FastICA-SVM Method

As an important part of guard system, intrusion detection systems have great significance to the security of industrial control systems. Cause the industrial control systems of the on-site environment is often very complicated, the process data extracted on-site have a wide variety of features, and they always have complex associations and are not independent. The intrusion detection algorithms for traditional industrial control systems often do not solve this problem, which results in a decrease in the accuracy, precision and high false negative rate (FNR), false positives rate (FPR). Aiming at solving the current problems, this paper proposes an algorithm combining the Fast Independent Principal Component Analysis (FastICA) and Support Vector Machine (SVM). Finally compared with the SVM and PCA-SVM algorithms, the experimental results show that the accuracy rate has been significantly improved and slight FPR.
Instruments & Situations: Machine learning, synthesis & creative coding

Keynote presentation at the third FluCoMa plenary, which saw the creative coders involved in the early testing and refinement of the FluCoMa toolboxes, as well as two external specialists and the project team, come together for four days of discussion, brainstorming, and critical engagement with the FluCoMa project. The first toolbox, Fluid Decomposition, was released in a celebratory concert where the first cohort of critical users of the tools premiered their work.
Social distance monitoring using HOG and DNN

As of now, the world is facing its greatest pandemic COVID-19. Social distancing has become a part of our lives more than ever during the recent times .From our project, we would like to analyze a video that displays people walking around and provide the output in the same frame whether or not the people shown in the video are maintaining a social distance between them. The code will then be generalized in order to take any sample video as input and to provide the output.This will potentially help authorities to monitor public areas for practicing social distance, which will eventually help to curb the spread of a contagious disease.
اكتساب مهارة الكلام لدى الطلاب في ضوء النظرية السلوكية والمعرفية(The Acquisition Of Speaking Skills For Students Based On The Behaviorism And Cognitivism Theories)

The purpose of this study was to reveal the acquisition situation and atmosphere of the speaking skills for Students of KMI Pondok Modern Gontor Ponorogo in the views of the Behaviorism and Cognitivism, the factors influencing the acquisition process of the speaking skills, the linguistics problems in the acquisition process of the speaking skills and the resolutions. This research applied a case study using a descriptive qualitative approach. The data was collected using active participant observation, passive non-participant observation, interviews, and documentaries methods. The Miles & Huberman model was then used to analyze the data. The results of the research showed that, first, the situations in the speaking skills acquisition include the language instructional classes situation, the islamic studies instructional classes situation, and the situation of using the language in the extra-curricular and everyday life activities. In those situations, students interactively combined the use both behaviorism and cognitivism theories, although the implementation of behaviorism priciples is more dominant. Moreover, the implementation of both theories was highly supported by the language atmospheres in the classrooms and outside the classrooms, as well as the discipline enforcement in the language implementation. Second, the factors influencing the speaking skills acquisition process among others were the area and situation diversities for doing simulation (practice), imitation and repetitions, the availability of many areas and situations for practicing and building the habit, the presence of a mentor among students, language atmosphere in the classroom, language atmosphere outside the classrooms, the presence of language role models, feedback and reinforcement, the implementation of discipline, court and monitoring board committee, motivation and self-confidence. Third, the linguistic problems in the acquisition process of students’ speaking skills among others were the phonemic system, word arabization, changes in the words meaning, mistakes in the language structure, the use of Indonesian particle and the occurance of local dialect. The resolutions that had been taken by the institution (the boarding school of Gontor) to deal with those problems were correcting the speaking errors, providing language training for the board committee, delivering good language style, providing speaking model, practicing the pronunciation, teaching grammar for middle and upper level students, and giving harder punishment for those who intentionally offended the language practice regulation.
Behavioral biometric based personal authentication in feature phones

The usage of mobile phones has increased multifold in the recent decades mostly because of its utility in most of the aspects of daily life, such as communications, entertainment, and financial transactions. Feature phones are generally the keyboard based or lower version of touch based mobile phones, mostly targeted for efficient calling and messaging. In comparison to smart phones, feature phones have no provision of a biometrics system for the user access. The literature, have shown very less attempts in designing a biometrics system which could be most suitable to the low-cost feature phones. A biometric system utilizes the features and attributes based on the physiological or behavioral properties of the individual. In this research, we explore the usefulness of keystroke dynamics for feature phones which offers an efficient and versatile biometric framework. In our research, we have suggested an approach to incorporate the user’s typing patterns to enhance the security in the feature phone. We have applied k-nearest neighbors (k-NN) with fuzzy logic and achieved the equal error rate (EER) 1.88% to get the better accuracy. The experiments are performed with 25 users on Samsung On7 Pro C3590. On comparison, our proposed technique is competitive with almost all the other techniques available in the literature.
Deutsch-Jozsa and Walsh Spectrum

In this chapter we study the well known Deutsch-Jozsa algorithm and relate it with the Walsh spectrum of a Boolean function. We first introduce the basics of Boolean functions and then proceed with the quantum algorithms that deal with them. Different scenarios are presented to show how the Walsh spectrum of a Boolean function evolves during the execution of the Deutsch-Jozsa and other related algorithms. Necessary implementations in the Qiskit SDK are also presented.
LibGuides: Library Services Platform (LSP): Reporting Forms

Website for the systemwide Library Services Platform For all LSP Library Consortium and ExLibris reporting forms and questionnaires