Reviewerly/exHarmony huggingface dataset:
Metacognitive Architectures for Human Roles in Machine Learning for Analyzing Multimedia Data

Machine Learning is often regarded as antagonist to human cognition and deci-sion making. This article shows how schematic diagrams offer a unique mitiga-tion between the human- / machine partnership. Machine Learning grows fast in power and speed; it demands a carefully-chosen interface in order to benefit from the typically human mental faculties like intuitive-, imaginative-, moral- and exis-tential. For such diverse and unpredictable symbiosis, the term ‘interface’ is an understatement. Similar to the ambition of the ‘5th generation expert systems in the late 80ties’ we face an underestimated challenge to exploit metaphoric repre-sentations like the early transition from map into circuit scheme of the London Underground Map.
Developing Computerized Adaptive Testing: An Experimental Research on Assessing the Mathematical Ability of 10 Graders (Vietnam K12 Education Program)

Computerized Adaptive Testing - CAT is a form of assessment test which requires fewer test questions to arrive at precise measurements of examinees' ability. One of the core technical components in building a CAT is mathematical algorithms which estimate examinee's ability and select the most appropriate test questions for those estimates. Those mathematical algorithms serve as a locomotive in operating the system of adaptive multiple-choice questions on computers. Our research aims to develop essential mathematical algorithms to a computerised system of adaptive multiple-choice tests. We also build a question bank of 500 multiple-choice questions standardised by IRT theory with the difficulty level follows the normal distribution satisfying Kolmogorov-Smirnov test, to measure the mathematical ability of students in grade 10. The initial outcome of our experiment of the question bank shows: the question bank satisfies the requirements from a psychometric model and the constructed mathematical algorithms meets the criteria to apply in computerised adaptive testing.
Perancangan Website Penjualan Pada Online Shop Luxmoire Dengan Framework Laravel Dan Bootstrap

The need to be able to increase sales and reach wider consumers, Online Shop Luxmoire needs a new system. Currently Online Shop Luxmoire marketing and its services only use Instagram accounts, so building a new system that can reach market segments by utilizing a website is needed. In this study, the author uses a form of case study research, while the research method used is Research and Development. The data collection techniques used are observation, interview, documentation study and internet access. The software design model used is the Rapid Application Development model consisting of planing, design, construction. To model the system from starting to model system information for companies to applications, the author uses UML (Unifield Modeling Language). Software is built using Laravel PHP Framework and Bootstrap CSS Framework, with a MySQL database. The results of this design produce a website-based application on Online Shop Luxmoire by providing effective information such as search features, managing data items, managing sales and managing content on the website. Sales website at the Luxmoire Online Shop is designed to attract new consumers, make it easier for consumers to find the items needed, enhance the image of the Online Shop Luxmoire so that it is better known to the public, giving owners the convenience of managing and providing services to consumers
Industrial Needs on English Skills of New Employees: A Survey

Employees with good English skills tend to have greater opportunities to get better positions in their careers. Practitioners must consider workforce trends by conducting need analysis to explore how language is used in the workplace. This is important because learning English as a General Basic Course must be aligned with the needs of stakeholders. Karawang is the largest industrial city in Indonesia, the need for employees will certainly continue to increase. The main task of a university is to prepare its students to be ready to work and to have the skills needed by stakeholders. This study aims to identify the industry's need for English competence for employee recruitment from the perspective of corporate HRD both at the company level and at the Industrial area level. This research uses a quantitative approach with multilevel modelling methods. The research process is divided into four stages, namely the preliminary stage, the design of a theoretical framework, data collection and processing, the stage of analysis and drawing conclusions. The results of this research indicate that the ability most needed is the ability to actively communicate both speaking and writing. Reading and terminology mastery are equally important, but all four skills must be integrated in digital knowledge and online code analysis.information already present in the title. Keywords : Need Analysis, English Competencies, Employee Recruitment, Industry
Webometric Analysis of ICSSR Sponsored Research Institutions in India

The main objective of this paper is to evaluate the websites of social science research institutions in India; especially Indian Council of Social Science Research (ICSSR) sponsored institutions and ranked them accordingly. Using various online SEO tools websites of these institutes have been analyzed. Gujarat Institute of Development Research holds the numero uno status on the basis of Simple Web Impact Factor (0.6736) and Internal-link Web Impact Factor (0.6551). Institute for Studies in Industrial Development holds the rank one position on the basis of External-link Web Impact Factor of 0.0404. Centre for Policy Research with 53 Domain Authority score and Page Authority score of 49 tops the list in both cases and signifies the website’s good rank on search engine result pages. Search engines often display the meta description in search results where they can highly influence user click-through rates but it is really unfortunate that out of the 29 institutes only 6 have used meta tags in their websites. Giri Institute of Development Studies and Centre for Development Studies hold the top ranks in SEO score and speed score categories respectively. Centre for Policy Research with the GPR of 3,52,513 tops the list among all the institutes. Link topology of the websites reflects that the Giri Institute of Development Studies (gids.org.in) is linked with 5 other research institutes.
APLIKASI RAPORT ONLINE BERBASIS WEB MENGGUNAKAN FRAMEWORK CODEIGNITER

Online Report Card Application is a Web-based application that is used to facilitate the delivery of student learning outcomes, thus helping speed and quality in delivering information. The problems that occur in the processing of grades at SMK Angkasa 1 Margahayu at this time are that every subject teacher cannot see the report card grades before being given to students, it is feared an error will arise by the homeroom teacher in filling out report cards and also parents of students who are unable to be present when submitting report cards will not be able to see the results of their children's learning and data storage that has not been organized. This study aims to build a value application that makes it easier to check, record and report computerized student grade data. Also with web-based data information can be accessed at any time. The research methodology used is descriptive method. The system development method used is to use the OOSE Method, the Programming Language used is PHP , widely used to program dynamic websites. The framework used is Codeigniter is an open source application in the form of a PHP framework with the MVC model (Model, View, Controller). This application uses a multiuser consisting of admin, teacher, principal, guardian and guardian of students. in the login section when opening an application so that the security of the program is there. This application works to enter and store data reports on grades and absences so that it is easier to find out information on values. This research has produced an online report card application to process values that help the work of teachers and homeroom teachers and can facilitate users to process values so that value management can be processed effectively and efficiently, so that it can be directly accessed and information can be conveyed with well. . Key Word : Application, Smk Angkasa 1 Margahayu, Report Card, Codeigniter DOI : http://doi.org/10.5281/zenodo.3631061
System Model for Syntax Free Coding

Every programming language has its own attributes, advantages and its own syntax. The logical reasoning applied by the programmer also requires awareness of the syntax specific to that language. Writing correct code depends heavily on syntax proficiency. Perhaps this can be asserted as an impediment of general programming languages. The new learners of a particular programming language find it difficult to cope up with the syntax requirement of that particular language. This not only increases the time required to learn a language but also shifts the focus of the user from logical reasoning. In order to shun the tedious approach of learning the syntax of a language, the approach of converting the user’s logic drafted in natural language directly into the appropriate programming syntax can be used. This approach will not only grant the user the ability to use natural language but will eliminate the syntax dependency as well. Since logic construction for a solution to a problem is constrained by the syntax of a programming language, we propose a system that allows the user to provide a simple English statement as input to the system, which will then be translated into syntactically correct code.We show that the system works efficiently with more than 80% accuracy. With each iteration, the dataset gets trained and updated, further increasing the precision and recall of the system. We also convey that, with the help of this system the syntax dependency can be eliminated, thereby increasing the user’s efficiency.
Workflow Improvement for KubeFlow DL Performance over Cloud-Native SmartX AI Cluster

Cloud-native Kubernetes-based orchestration is widely adopted to take advantage of building large-scale resource pools by flexibly expanding the size of pools with the insertion of additional worker nodes. To meet the emerging demand for AI (Artificial Intelligence)-inspired HPC (High Performance Computing)/HPDA (High Performance Data Analytics) workloads, versatile AI clusters driven by open-source KubeFlow software have been rapidly developed by leveraging for various ML (Machine Learning)/DL (Deep Learning) tools and frameworks. However, since the current version of KubeFlow is not fully aware of underlying GPU (Graphics Processing Unit) resources, special attention should be made to smoothly execute the ML/DL workloads. Thus, in this paper, we explore tentative options to improve the ML/DL workflow under a KubeFlow-enabled AI cluster, which focus on GPU utilization efficiency with the assistance of Prometheus open-source monitoring.
The Background That the Chinese Characters Were Simplified

On the surface, the simplification of Chinese characters was to eliminate illiteracy, improve the efficiency of writing and realize the alphabetization of Chinese characters. But in fact, it was the personal will of the leader that determined. One of the theoretical bases of simplification was the simplified law in the evolution of Chinese characters which was deliberately exaggerated, and the second was the three-stage theory of writing development which was accepted by many people. Over the past 60 years, many defects of simplified Chinese characters have been revealed. It seems that the alphabetization of Chinese characters has failed completely, and our higher education is about to enter the stage of popularization. For these two aspects alone, the rationale for simplifying Chinese characters has been lost. Moreover, the simplified Chinese character was only to be used as a transitional stage of the conversion to alphabetic writing, and there was no intention to use it for a long time. Therefore, the historical mission of simplified characters has been completed, and it is time for simplified characters to withdraw from the stage of history.
Estudio funcional y lexicográfico de la polisemia simétrica y asimétrica en un corpus bilingüe de locuciones meteorológicas del español y del italiano

This article aims at presenting functional and lexicographical study focused on three pairs of Spanish and Italian polysemic idioms. In order to achieve this purpose, we have applied to the idioms considered the functional equivalence criterion (Mellado Blanco 2015) and the lexicographical proposal illustrated in Loncar, Dal Maso (2018). As a result, in the first part of this essay we describe the idioms, the lexicographical and online data consulted and the functional equivalence criterion. Secondly, we propose lexicographical records for an online bilingual bidirectional phraseological dictionary and some final remarks.
Pengembangan Media Pembelajaran Bahasa Pemrograman Dasar C++ Menggunakan Adobe Flash CS6 pada Siswa Kelas X SMK Al-Ittihad Jungpasir Wedung Demak

ABSTRACT&#x0D; The development of this learning media uses the Research and Development (R &amp; D) method which consists of ten process stages: potential and problems, data collection, product design, design validation, product design revision, product testing, product revision, usage testing, revision product, mass production. Testing is done using alpha testing and beta testing. Alpha testing by knowing the performance and validation by expert judgment, namely media experts and material experts. Beta testing is tested on students. Beta testing is done after alpha testing gets a very valid validation result. Beta testing uses a Likert scale to students containing student responses to the use of learning media. Data retrieval was carried out at AL-ITTIHAD Vocational School in Wedung Demak Jungpasir involving 32 students for instrument testing. The data obtained were then analyzed by descriptive and quantitative analysis techniques by changing the data of the average assessment results into the interval of the feasibility score. The results obtained from media expert validators were 73% in the feasible category, material experts at 98% in the very feasible category. While the results of student responses to media in the field scored 92% with a very decent category. So that it can be concluded as a whole that the learning media of the basic programming language C ++ uses Adobe Flash CS6 for class X AL-ITTIHAD VOCATIONAL SCHOOL, Wedung Demak Jungpasir is very feasible to use.&#x0D; Keywords: Development of learning media, Basic C ++ Programming Language, Adobe Flash CS6.
Unglossy to Glossy Image Conversion Using Deep Photo Style Transfer

In this paper, we propose a method of image conversion that changes unglossy images into glossy ones using deep photo style transfer. This style of transfer is expected to reproduce the desired image with a metallic appearance based on the technique used for texture transfer. A practical challenge was undertaken to create a gold, metallic image by transferring the style images of a gold ingot. To avoid excessive loss of color balance, we applied the YCrCb separation technique and used only the Y component to reproduce a glossy appearance. The luminance and saturation of the style image were altered to investigate the influence on the convergence of appearance because the converted images should be dependent on the contents of the images. The results of transfer were assessed by subjective evaluation using the semantic differential method. A style image with an appropriate amount of change in contrast was found suitable for an appropriate glossy appearance. Moreover, contrast in the style image can be appropriately chosen depending on the contents of the original images.
Blockchain and Insurance: Disproportionate Hope or New Era?

In this article, we examine the importance of the blockchain on the insurance industry. Then, we show that there are strengths of the blockchain for the case of the insurance market that are, the security it brings, the speed of transaction it offers and the fact of being able to exist without intermediaries. Given these contributions, the blockchain presents economic and ecological difficulties, human difficulties and societal difficulties. In addition, the blockchain has cultural, technical and safety limits of the so-called blockchain technology.
Analysis of the Global Universal Digital Currency Issuance Model

Digital currencies have grown rapidly in recent years, but there is still a lack of a universal digital currency that can be used globally. This paper constructs a digital currency issuance model and analyze this topic from multiple aspects, include individual perspective, national and global perspective. In this paper, supply and demand model, regression model are adopted. Finally, relevant conclusions are put forward.
Auditable Asymmetric Password Authenticated Public Key Establishment

Non-repudiation of user messages is a desirable feature in a number of online applications, but it requires digital signatures and certified cryptographic keys. Unfortunately, the adoption of cryptographic keys often results in poor usability, as users must either carry around their private keys (e.g., in a smart-card) or store them in all of their devices. A user-friendly alternative, adopted by several companies and national administrations, is based on so-called “cloud-based PKI certificates”. In a nutshell, each user has a certified key-pair stored at a server in the cloud; users authenticate to the server—via passwords or one-time codes—and ask it to sign messages on their behalf. However, moving the key-pair from user-private storage to the cloud impairs non-repudiation. In fact, users can always deny having signed a message, by claiming that the signature was produced by the allegedly malicious server without their consent. In this paper we present Auditable Asymmetric Password Authenticated Public Key Establishment ( $$\textsf{A}{^2}\textsf{PAKE}$$ ), a cloud-based solution to allow users to manage their signing key-pairs that (i) has the same usability of cloud-based PKI certificates, and (ii) guarantees non-repudiation of signatures. We do so by introducing a new ideal functionality in the Universal Composability framework named $$\mathcal {F} _{\textsf{A}{^2}\textsf{PAKE}}$$ . The functionality is password-based and allows to generate asymmetric key-pairs, where the public key is output to all the parties, but the secret key is the private output of a single one (e.g., the user). Further, the functionality is auditable: given a public key output by the functionality, a server can prove to a third party (i.e., a judge) that the corresponding secret key is held by a specific user. Thus, if a user signs messages with the secret key obtained via $$\textsf{A}{^2}\textsf{PAKE}$$ , then signatures are non-repudiable. We provide an efficient instantiation based on distributed oblivious pseudo-random functions for signature schemes based on DLOG. We also develop a prototype implementation of our instantiation and use it to evaluate its performance in realistic settings.
THE DIGITALIZATION OF BANKING IN ISRAEL AND ITS EFFECT ON CUSTOMER SATISFACTION. A QUALITATIVE STUDY FROM THE PERSPECTIVE OF MANAGERS AT TWO ISRAELI BANKS

The evolution of digital technologies has made it necessary for Israel’s banks to reexamine the way they operate. The purpose of the article is to investigate the effects of the Israeli banking industry’s digitalization on customer satisfaction by examining current perceptions among managers employed by two of the country’s leading banks. The article points out that although this topic has been studied before, no research has been conducted in Israel on the topic of customer satisfaction regarding banking digitalization, and no one has examined the manager’s point of view on the subject. The data was collected by means of semi-structured interviews. The findings indicated that there is a significant relationship between the digitalization of banking and customer satisfaction.
A Method for Generating Functional Programming Template Based on Model Transformation

Template meta-programming is a hot topic in programming languages, and functional programming is often employed in template meta-programming. ATS (Applied Type System) is a functional programming language includes formal specification and implementation, and it is good to be used for generating templates. Since ATS templates are difficult to be designed and lack generality, a method for generating ATS template based on model transformation is proposed in this paper. Firstly, an instance for generating Function from Datatype is given based on ATS Template Meta-programming; Secondly, an ATS meta-model includes the definitions of Datatype and Function is constructed by meta-modeling; Thirdly, the transformation from Datatype model to Function model is described in detail; Finally, an example of ATS Template Meta-programming based on model transformation is given to verify the effectiveness of this method. The experiments show that this method can implement ATS templates and increase the generality of ATS in template meta-programming.
Legal compliance in a linked open data framework

An approach for legal compliance representation and checking within a Linked Open Data framework is presented. It is based on modeling deontic norms in terms of ontology and ontology property restrictions. It is also shown how the approach can handle norm defeasibility. Such methodology is implemented by decidable fragments of OWL 2, while legal reasoning is implemented by available decidable reasoners.
A Brief Review of Blockchain-based DNS Systems

One of the crucial parts of the internet is the domain name system, which works as a phonebook of the internet. The protocol is designed to be fast, reliable, and not shielded with a security mechanism, DNSSEC which adds authentication later. However, threats utilising DNS such as DoS/DDoS are increasing daily. On the other hand, blockchain-based DNS is secure by design. By reviewing and comparing it with the current DNS and its ecosystem, it is concluded that blockchain currently has challenges that need to be addressed before it can be adapted as a replacement for the existing DNS.
A New Approach of a List of Items for Search Retrieval Systems

Information retrieval systems help to have search results page (also called SERP) is a web page automatically generated by a search engine. The displayed search results are generated automatically according to the keywords entered by the net surfers but challenges are Internet users they have ideas but it saves well the word suitable. The results are presented in the form of a list and the most relevant results for the search engine are at the top of the list. The ranking of the results for some requests the presentation of the results can be different. It is the taking into account of the need for precise information of the user that motivated the emergence of such systems. system can be opposed to an Internet search engine like Google or Yahoo! Wiki Answers, Answers and domain-specific forums like Stack Overflow. On certain specific points. Although the idea of receiving a direct and targeted response to an issue seems very attractive, the quality of the question itself can have a significant effect on the likelihood of obtaining useful responses. Such an information retrieval paradigm is particularly appealing when the problem cannot be answered directly by the search engines due to the unavailability of relevant online content. A good understanding of the underlying purpose of an issue is important to better meet the information needs of the user. In this paper, we propose a new approach to detect the user’s intent by the method of recommendation of a list of items without calculation of prediction based on the co-dissimilarity and the tree covering minimum weight based on the theory of graphs. To improve the ranking of a website in organic search results to increase visibility and quality.