Reviewerly/exHarmony huggingface dataset:
RAW Image Quality Evaluation Using Information Capacity

In this article, we propose a comprehensive objective metric for estimating digital camera system performance. Using the DXOMARK RAW protocol, image quality degradation indicators are objectively quantified, and the information capacity is computed. The model proposed in this article is a significant improvement over previous digital camera systems evaluation protocols, wherein only noise, spectral response, sharpness, and pixel count were considered. In the proposed model we do not consider image processing techniques, to only focus on the device intrinsic performances. Results agree with theoretical predictions. This work has profound implications in RAW image testing for computer vision and may pave the way for advancements in other domains such as automotive or surveillance camera.
Guides: Standards and Codes: Research Services

Introduction to standards and codes commonly used by professional engineers in their design and development projects.
Modelling Recognition in Human Puzzle Solving

Author(s): Prystawski, Ben; Gelpi, Rebekah; Lucas, Chris; Buchsbaum, Daphna | Abstract: Our ability to play games like chess and Go relies on both planning several moves ahead and on recognition or gist - intuitively assessing the quality of possible game states without explicit planning. In this paper, we investigate the role of recognition in puzzle solving. We introduce a simple puzzle game to study planning and recognition in a non-adversarial context and a reinforcement learning agent which solves these puzzles relying purely on recognition. The agent relies on a neural network to capture intuitions about which game states are promising. We find that our model effectively predicts the relative difficulty of the puzzles for humans and shows similar qualitative patterns of success and initial moves to humans. Our task and model provide a basis for the study of planning and intuitive notions of fit in puzzle solving that is simple enough for use in developmental studies.
김정은 시기 북한 군부의 역할과 성격 변화에 대한 연구: 전문직업주의의 부상을 중심으로

This study is an attempt to supplement existing research on North Korean military research during the Kim Jong-un era, where various differences are disputed. This study, in particular, seeks to overcome the limitations of existing discussions, which were concentrated mainly on the relative status of the armed forces in the framework of party-military relations. Of course, it is true that this view is very important in the study of the socialist army. But that alone is insufficient to capture changes in its unique functions and roles that are not covered by the military’s status change.Based on this assessment, this study seeks to utilize Huntington’s professionalism concept. It also seeks to utilize Pearl Mutter’s concept of “revolutionary army”, which introduces a more sophisticated model of Huntington’s concept. Through these con­cepts, this study attempts to analyze the role and function changes of the North Korean military during the Kim Jong-un era. This study, in particular, attempted to objectively capture the above-mentioned changes through three measures: expertise, responsibility and corporateness.
Propuesta para enseñar y aprender matemática a distancia desde un abordaje novedoso de los Programas de Estudio

The context is described to clarify the work environment in which the proposal was born from Costa Rica’s Ministry of Public Education’s framework for the 2020 school year, Ministry of Public Education of Costa Rica and its continuity, in relation to the progress of the COVID- 19 pandemic crisis and ministerial decisions to face it through the telework of civil servants and distance education. Subsequently, part of the daily work of the Mathematics pedagogical consultancy of the Regional Directorate of Education of San Carlos is detailed, regarding the progress of the school year, which allows the proposal of premises and reformulations on the work carried out in distance education. In this way, the proposal to teach and learn mathematics at a distance was born, which takes as its main basis a sufficient approach to mathematics study programs (MEP, 2012), using techniques and strategies that favor teaching that takes into account instructional planning, methodology and evaluation for learning, with projection for later use. Finally, the conclusions are presented, which contrast the problems that arise as a result of the COVID-19 pandemic with respect to distance education, with the premises that feed the proposal and the model that allows its justification.
ENT 530 Social Media Portfolio: Bold Beaute / Azhana Haziqah Azmi

Bold Beaute is a business that sell makeup product or specifically selling lipstick. The aim of Bold Beaute is to make every girl to be more confident and beautiful at the time by produced various types of lipstick shades that suitable with all type of color skin and at the same time maintaining the quality. This reports provides the promotional of the product on the social media to introducing the product and the brands of Bold Beaute starting with creating the Facebook page, the URL of the page, the teaser, soft sell and lastly hard sell.Firstly, I will explain all the information about the background of the product in the introduction such as the mission & vision, description of the product and also the product price list. As a final point, I will conclude progress of the product by include all promotional posting on the social media where I use the Facebook platform for the posting.
On the Leading-in English Class

Classroom leading-in is an important part of classroom teaching procedure.Successful classroom leading-in has a great influence on improving students' interest in learning and thus improving the effectiveness of English classroom teaching.This paper discusses the ways and functions of English classroom leading-in and the problems that should be paid attention to in order to improve the teaching level and ability of English teachers and achieve twice the result with half the effort.
Virtual University Education: A Real Possibility of Training or Improvised Response to the Health Emergency

The impact of the Covid-19 pandemic on world education has forced the implementation of the virtual modality. Due to the relevance of this reality, the objective was to identify virtual university education in Latin America, specifically at the Autonomous Regional University of Los Andes, as a real possibility of training or the improvised response to the health emergency. Descriptive-qualitative research was used. The documentary findings indicated that the supervening implementation of virtuality in Latin America shows limitations such as: weak computing infrastructure, poor teacher training, limited availability of equipment and student population without skills for virtual education;however, those involved deserve recognition for the great efforts made. For their part, teachers maintain that virtual education can be a real possibility of training, but conditional on the application of pedagogical designs appropriate to the virtual modality and the ease of access to technological platforms.
Application of machine learning algorithms for classification and regression problems for mobile game monetization

Many companies use machine learning techniques to support decision-making and automate business processes by learning from the data that they have. In this thesis we investigate the theory behind the most widely used in practice machine learning algorithms for solving classification and regression problems.In particular, the following algorithms were chosen for the classification problem: Logistic Regression, Decision Trees, Random Forest, Support Vector Machine (SVM), Learning Vector Quantization (LVQ). As for the regression problem, Decision Trees, Random Forest and Gradient Boosted Tree were used. We then apply those algorithms to real company data and compare their performances and results.
Exploring Immersive Technology for Architecture that Empowers Marginalized People: An Australian Postgraduate Case Study in Design Education

This paper examines a case study part of an ongoing PhD research at Queensland University of Technology, Brisbane, Australia. The case study investigates how architecture students can employ media architecture design with real-time-render software tools to empower people without permanent residence. As part of the assignment students developed a media architecture structure during the semester to support people who are facing homelessness. The target participants of this study were master architecture students at Queensland University of Technology. Students participated in an online survey and semi-structured interviews at the end of the semester to provide feedback about their learning experience during the master class. The data was analysed with thematic analysis. The study results explore the potential of technology to face the ongoing issues of homelessness. It opens the discussion how media architecture can be utilised to target issues such as displacement and marginalization. The results allow to refine future studio education and endeavour how to employ real-time software in a studio context.
Understanding Image Sequences Via Narrative Sensemaking

Author(s): Battad, Zev; Si, Mei | Abstract: When humans make sense of the world, they do not understand it as a cascade of observations; rather, from a cascade of observations, humans assemble a holistic narrative, connecting their observations using prior knowledge and inference. The final product of observations connected with prior knowledge and inference may be modeled as a knowledge graph. The process of sensemaking described above is one we seek to emulate in the realm of image understanding through a computational system. Starting from observed objects and relationships in a sequence of images (from Visual Genome Scene Graphs), the system we are building consults a commonsense knowledge network (ConceptNet), over-generates a set of hypothesized narrative-based connections between observations, and evaluates and trims its hypotheses through Multi-Objective Optimization to create a consistent set. The resultant knowledge graph reflects the system’s consistent speculations, beyond the directly observable, of what is happening in, and across, the images.
Publicly Auditable Privacy Revocation in Practice

PAPR Credentials is the name of a not yet published credential scheme that provides conditional privacy for its users. This means that an administrator can choose to revoke a user's anonymity. Doing so, however, the administrator must broadcast her intention, as the success of the privacy revocation depends on the help of other users, since the administrator does not have access to sufficient information to do it alone.In this thesis, we provide a PAPR Credentials implementation that we use to examine system characteristics. We focus on how different system parameters impact three properties: the computational load for an arbitrary user, revocation delay, and when revocations begin to fail due to the number of previous revocations. On top of PAPR, we construct an example application called PAPR Money, in which the users can transfer bitcoin to one another pseudonymously. In case of suspected money laundering or terrorist financing, the underlying PAPR Credentials scheme facilitates the ability to revoke anonymity.We have also produced the first implementations of Schoenmakers' Publicly Verifiable Secret Sharing scheme (PVSS) in Python that we are aware of. Schoenmakers' PVSS is a crucial component of PAPR Credentials.Our results show how the computational load changes with different sets of system parameters and how the system parameters are key to determining both revocation delay and revocation failure.
Area Efficient Three-Input XOR/XNOR Circuit

As these circuits are fundamental building blocks of many arithmetic circuits, we present a novel three input XOR/XNOR circuit in this article to enhance performance and decrease space. To begin, choose a simple cell with three independent inputs and two complimentary outputs. Then, using different correction and optimization methods, we construct a flawless XOR-XNOR circuit with complete swing operation. We propose and build a 3-input XOR/XNOR gate using 8 transistors in this article, and compare it to current designs. In this article, we can build a suggested design utilizing a 180 nm CMOS technology process and Micro wind simulation findings. The employment of XOR–XNOR circuits in complete adder circuits, compressors, parity checks, and comparators has been the subject of many studies. The suggested designs outperform the current three-input XOR/XNOR circuits in terms of performance. In comparison to prior circuits, we utilized several kinds of optimization and correction methods to decrease the number of transistors.
Regulation of Educational Activities as a Factor in Ensuring the Quality of Higher Education under Restrictions (COVID-19)

The article presents the results of the study of standard-setting activities of higher education institutions (certain aspects of said activities under the conditions of the pandemic). The authors conclude that the conditions of the pandemic and the transition to remote work determined the need for corrections in the legislation governing the activities of educational institutions to maintain the level of quality of higher education. In particular, due to students’ mass transition to distance learning, there is a need to create quality standards for distance education and the attestation procedure for universities using blended and distance learning.
Development Of A Guided Inquiry-Based Flipped Classroom Learning System On Thermochemical Material

Due to the Covid-19 pandemic, learning activities are carried out online or online . In addition, the 2013 curriculum demands learner-centered learning. Therefore, it is necessary to conduct research that aims to develop alearning system flipped classroom  guided inquiry-basedon Thermochemistry material and test the validity and practicality of the resulting learning system. The type of research is Research and Development (R&D) with the Plomp model stages, namely: (1) preliminary research , (2) development or prototyping phase , and (3)  assessment phase (not carried out). The research data from the validation questionnaire were analyzed using theformula Aiken's V, while the practicality questionnaire data was analyzed by percentage. Based on the results of the study, the learning system developed was valid with an average value of 0.87 while the average value of media validity was 0.87 and the learning system was said to be very practical in its use with an average value of 88% from educators and students is 87%. From the tests that have been carried out, this learning system can be used as an alternative to the implementation of online learning.
Research on cloud storage integrity auditing mechanism based on consortium blockchains

Aiming at the issue of fairness in cloud storage integrity audit, a Cloud Storage Integrity Auditing Model Based on Consortium Blockchains (CSACB) is proposed. First of all, the model describes the composition of audit consortium (AC) by a tree structure, and uses the layer certificate chain (LCC) to identify and control the members of the alliance. Second, variable cloud storage auditing is supported by a two-chain form of integrity auditing chain and dynamic operating chain. Finally, the fair dynamic operation audit model is constructed by using the smart contract (SC) and the data block label index mechanism, and the results of theoretical analysis and experimental show that the model has obvious advantages in terms of security and performance.
Research Guides: Getting Started with HoloLens 2: Navigation

A basic introduction to using the HoloLens2 and some of the educational resources available, designed for the faculty and staff of TCC's Trinity River Campus. How to navigate the HoloLens 2 menu.
Protocols Beyond Just QKD on an Eight-User Quantum Network

Quantum networks have been limited to QKD. Here we present an 8 user quantum network running 5 different anonymity protocols, digital signatures, authentication transfer (sharing initial authentication keys) and flooding (optimally utilization of resources).
Library Guides: How to Archive Tweets using TAGS: How to Archive Tweets

A guide exploring the use of TAGS via a Google Sheet to capture recent Twitter data, and explore options for text analysis and visualizations.
Multi-sensor Multiple Maneuvering Targets Tracking Algorithm under Greedy Measurement Partitioning Mechanism

A novel method Interacting Multiple Mode Multi-Sensor Multi-target Multi-Bernoulli (IMM-MS-MeMBer) filter to track multiple maneuvering targets in low detection probability scenario is proposed. At the prediction stage of the IMM-MS-MeMBer filter, model probability of the target is adaptively updated by utilizing the current measurement information, and then the mixed prediction of the target state is executed; At the update stage of the IMM-MS-MeMBer filter, the greedy multi-sensor measurement partitioning strategy is employed in measurement partition step, the posterior probability density of the target is updated by using the divided set of measurements and the IMM-MS-MeMBer filter; In addition, the IMM-MS-MeMBer filter utilizes the target angle and Doppler information to realize the simultaneous estimation of the position and speed of multiple maneuvering targets. Numerical experiments verify the superior performance of the IMM-MS-MeMBer filter.
Designing A 3-Dimensional Campus Brochure Application Based On Augmented Reality

STMIK Umel Mandiri as one of the universities in Jayapura is still less well known, apart from being relatively new in its age and the location of the campus building which is blocked by buildings. So that people sometimes do not know the exact location of the campus. To promote the campus, one of the advertising media used is brochures. Along with current technological developments, augmented reality technology has emerged which is able to combine 2 (two) realities, namely the real and virtual world. When used in brochures, it can provide a feel and experience for readers. So that promoting goods or services can be done more interactively, as well as providing more information to consumers about the product. This augmented reality technology is then used as a solution to the problems faced by STMIK Umel Mandiri in promoting its educational institutions. The purpose of this research is to produce an android application that can display a 3 (three) dimensional brochure model by utilizing augmented reality technology so that it can help the public to get to know the campus to be chosen well. The research method has several stages, namely collecting data about the needs of prospective new students regarding information about the STMIK Umel Mandiri campus, then making a 3 (three) dimensional model of the STMIK Umel Mandiri Campus Building. Then next, do the design of compatible augmented reality on smartphone devices using the Android operating system, and produce 3 (three) dimensional augmented reality objects. This research produces an application based on augmented reality technology that is used to help promote the STMIK Umel Mandiri Campus through devices with the android operating system.
LibGuides: Finding Media: Find Video

Learn where to look for no cost media to legally use in projects, presentations, advertising, and more.
Comparison of Security Education Program of Woman Information Security Majors of Seoul Region

With the development of IT technology, along with the expansion of women's participation in society, the education training of information security women's workforce is becoming a very important issue. Therefore, it is important to analyze the relevant curriculum to identify the direction of fostering women's information security workforce. Therefore, in this paper, the education and training programs of the department for training women's information security workforce based in Seoul area of the Korean metropolitan area were analyzed. The main research objective of this paper is to review whether the education and training system, which consists of the department of women's information security human resources development, is in line with the direction of NIST's human resources development. The research focus was on what the women's information security department organizes courses with each security major and what task training is interested in. In addition, in this paper, we were confirmed that the curriculum of the relevant major is based on the NIST Human Resources Development Framework, and that the majors of the relevant universities have an education and training system that conforms to the relevant task. In conclusion, the related majors are judged to be focused on the development of certification evaluation personnel of convergence industry security or information security development personnel, and general cyber security personnel.
Warme Technologie: Ontwerpen voor en met mensen met dementie

In this paper, we describe Warm Technology as a new approach to designing technology for and with people living with dementia. It is based on a positive psychological view of elderhood and dementia. We strive to developing technological systems and applications that are person-centred, smart yet uncomplicated and user-friendly, with a focus on a person's abilities, needs and ambitions. In the paper we describe our general vision and approach, and highlight three design examples to exemplify our approach.
의약품 유통업 종사자 교육개선 방안 연구

BACKGROUNDS Korea Pharmaceutical Industry has been making the various system and huge efforts to improve the quality of distribution. However, the wholesaler, which is a key party of the pharmaceutical distribution system, didn’t comply the needs of the time due to the difficulties in management and the deterioration of external competitiveness. OBJECTIVE The government has set up measures to strengthen the capacity of drug wholesalers and establish distribution order. As one of the measures, it is necessary to confirm the compulsory items for the systematic education of drug distribution workers. METHODS The survey was conducted among the member companies of the Korea Pharmaceutical Distribution Association. In this study, the needs for the required knowledge and the educational contents for pharmaceutical distributors is analyzed by dividing the pharmaceutical distributors into the logistics managers and the upstream managers. RESULTS As a result of the survey analysis, there was a high need for knowledge of supply management, without any differences by department, position, experience, and product regarding the required knowledge. In education contents, the high demands for the marketing/sales was shown regardless of department, job title, career, and products they handle. CONCLUSION It is necessary to conduct differentiated education based on the comparatively highly recognized essential knowledge, educational contents, and the results of the differences in the educational content needs for each position, career, and handling product.