Reviewerly/exHarmony huggingface dataset:
Phishing Susceptibility in Context: A Multilevel Information Processing Perspective on Deception Detection

Despite widespread awareness of risks, significant investments in cybersecurity protection, and substantial economic incentives to avoid security breaches, organizations remain vulnerable to phishing attacks. Phishing research has informed effective practical interventions to address phishing susceptibility that emphasize the importance of broadly applicable IT security knowledge. Yet employees still frequently fall victim to phishing attempts. To help understand why, we conceptualize phishing susceptibility as the failure to differentiate between deceptive and legitimate information processing requests that occur within the context of an employee’s typical job responsibilities. We apply this contextual lens to identify characteristics of knowledge workers’ organizational task and social context that may enhance or diminish performance in detecting deception in phishing email attempts. To test our hypotheses, we conducted a study in which employees of the finance division of a large university encountered simulated email-based phishing attempts as part of their normal work routine. We found evidence supporting our hypotheses that an individual’s susceptibility to phishing attacks is influenced by their position in the knowledge flows of the organization and by the impact of workgroup responsibilities on their cognitive processing. We contend that phishing susceptibility is not merely a matter of IT security knowledge but is also influenced by contextualized, multilevel influences on information processing. As phishing attacks are increasingly targeted to specific organizational settings, it is even more important to incorporate this contextualized information processing view of phishing susceptibility.
Structural Similarity Index based Evaluation of Dark Channel Prior Algorithm

Image dehazing and image defogging work towards the same goal, which is to reconstruct hazy or foggy images by eliminating noise. Among the many dehazing and defogging algorithms available, Dark Channel Prior (DCP) is among the most effective algorithm. DCP employs the dark pixels from the noisy image to perform image reconstruction using the standard four-step process. In this paper, we implement DCP single image dehazing for license plate images. Specifically, the transmission map refinement was implemented using the guided filter. The implemented model performs the DCP implementation along with its five important parameter evaluations and analyzes the performance. The paper concludes with a comparative analysis for five parameters that are patch size, epsilon value, window radius, value of $\omega$ and finally pixel values.
Determination of Price and Service Quality on Purchasing Decisions in the Jurnal Ilmu Multidisiplin

This research discusses determination of price and service quality on purchasing decisions in the jurnal ilmu multidisiplin. Where the price in a journal is reasonable and can be found in a journal. The quality of service in journals includes the responsiveness of journal managers, journal admins so that the review process. This research uses quantitative methods, with a population of 90 authors and a sample of 40 authors who have published their articles in multidisciplinary science journals. The sampling method uses simple random sampling and processes primary data using SPSS version 27. The measurement scale uses a likert scale of one to five. The tests carried out are t-test, f-test and coefficient of determination test. The results of this study are: 1) Price affects the Purchasing Decision in the Journal of Multidisciplinary Science partially; 2) Service Quality affects Purchasing Decisions in Multidisciplinary Science Journals partially; and 3) Price and Quality of Service affect purchasing decisions in multidisciplinary science journals simultaneously.
Determination of Cloud Storage and IT Infrastructure on File Security

This study discusses the determination of cloud storage and IT infrastructure for file security. The purpose of this study is to find out whether the application of cloud storage plays a role in securing files and implementing IT infrastructure plays a role in securing files. The research method used is descriptive qualitative, which aims to obtain hypotheses for further research. The results of this study include: 1) Cloud storage plays a role in securing files, where by implementing and using cloud storage, companies can more easily access cloud computing. So that it does not require disk space on hardware and 2) IT infrastructure plays a role in securing files, where with adequate IT infrastructure such as: network, hardware and software it will make it easier for companies to secure files. Other IT infrastructure that can be done is in the form of developing the speed of the company's internet network, in addition to making it easier for company employees to convey information. High internet speed is also useful in transferring and securing files and backing up files. If one of the company's hardware is attacked by a virus, the data can be quickly transferred with high internet speed. Another infrastructure is the development of its own applications, so that companies can easily control and operate applications according to the wishes and needs of the company. There are other factors that affect file security, including: 1) Employee performance; 2) Employee education; and 3) Competitive advantage.
VALIDASI SOAL-SOAL BERBASIS LITERASI MATERI PERPINDAHAN KALOR UNTUK MAHASISWA PENDIDIKAN GURU SEKOLAH DASAR

The purpose of this study is to find a form of literacy and numeracy-based e-module with the specific aim of knowing the validity of literacy-based questions on heat transfer material for elementary school teacher education students. This research was conducted at the University of PGRI Ronggolawe Tuban (UNIROW) Primary School Teacher Education (PGSD) study program. The object of the research is PGSD UNIROW students batch 2021. The time of the research starts from February to May 2022. The research design used in this study is the Dick and Carey development model. This research design is used because it is more specific in its development. In the early stages of research, research is carried out, namely the research stage or literature study to obtain information about the needs of the product to be developed. The stages of development carried out consist of five stages, namely (1) needs analysis, (2) analysis of forms of literacy-based questions, (3) material analysis with the skills to be achieved, (4) formulating skills achievement goals, ( 5) validation of literacy-based questions. The validation results show that the expert assessment of the literacy-based questions developed is in the very good category with a percentage of 92.5%. The results of language validation get good criteria with a percentage of 75%. Based on these results, literacy-based questions deserve to be tested on students.
The Effect of Information Technology Infrastructure and the Internet of Things on Defense Industry Management Information Systems

The article Literature Review the Effect of Information Technology Infrastructure and the Internet of Things on Defense Industry Management Information Systems is a literature review scientific article. The purpose of this article is to build a hypothesis of the influence or role between variables that will be used in future research, within the scope of management information systems science. The method of writing articles is a library research method, which is sourced from online media such as Google Scholar, Mendeley and other academic online media. The results of this article are: 1) Information technology infrastructure affects the defense industry management information system partially; 2) The Internet of things affects the defense industry management information system partially; and 3) Information technology infrastructure and the internet of things have a partial effect on the defense industry management information system. Apart from these 2 exogen variables that affect the endogenous variables of the defense industry driver's license, there are still other factors including employee capability, encryption and employee education.
Towards a Computational Ontology for the Philosophy of Wittgenstein: Representing Aspects of the Tractarian Philosophy of Mathematics

The present paper concerns the Wittgenstein ontology project: an attempt to create a Semantic Web representation of Ludwig Wittgenstein’s philosophy. The project has been in development since 2006, and its current state enables users to search for information about Wittgenstein-related documents and the documents themselves. However, the developers have much more ambitious goals: they attempt to provide a philosophical subject matter knowledge base that would comprise the claims and concepts formulated by the philosopher. The current knowledge representation technology is not well-suited for this task, and a non-standard approach is required. The creators of the Wittgenstein ontology project are aware of this fact; recently, they have been discussing conceptual devices adjusting the technology to their needs. The main goal of this paper is to present examples of a representation of philosophical content that make use of both the devices already proposed and some new inventions. The represented content comes from the Tractatus Logico-Philosophicus; more specifically, its theses concerning the problems in philosophy of mathematics.
Evaluation of Teachers’ Performance Using Fuzzy Inferences System

Fuzzy means vague, not clear or indistinct. Fuzzy logic helps to build decision making system, Artificial Intelligent System, forecasting or Prediction. In this paper, we discuss about various application of Fuzzy System like Stock Market Prediction, Patient Care, Washing Machine, Expert System in Power Plant, Photovoltaic System, Fraud Detection, Loan Application Evaluation, Writer Identification, extraction of Knowledge from huge database etc. Student Performance can be measured in various ways like taking written examination, internal evaluation, viva or assignment etc. But sometimes we need to evaluate teachers’ performance for various reasons like Promotion, Research Grant, Recognition and Award etc. In this paper, we develop an expert system to evaluate teachers’ performance based on the number of classes, hour spent in evaluation, examination or checking answer script, paper setting, hour spent on ICT based classes, administrative duties like NSS, cultural activities, TIC, convenor, professional development activities, number of journals, working on some projects or guiding M.phil/Ph.D scholars.
LSTM-Based Encoder–Decoder Model for Transliteration of English, Marathi, and Hindi Query

The World Wide Web search is the most vital and elementary way to get knowledge and access the information. Over the globe, the information retrieval is implemented using the regional language, whereas literature is available in regional as well as in foreign languages. For the ease of searching in any particular Indic language, we need to use transliteration. This project consists of transliteration of English–Indic language to Indic languages. The model used for transliteration is encoder–decoder model for sequence to sequence modeling with attention layer, and callbacks which help us stopping the training of the model if further accuracy is not increasing and also saves the weights after every epoch, which gives a validation accuracy of about 92% and training accuracy of about 92%; the model is built on 20 epochs and gives training and validation loss of about 0.7.
FINE ART AND SYNTHESIS OF ARTS – A FOUNDATION IN THE PROFESSIONAL FORMATION AND IN THE WORK OF AN ARCHITECT

The article examines the issue of a necessary component of the future profession of an architect, namely, mandatory pre-university training of future architect students: attendance at drawing art studios, children’s art schools, professional study of drawing, painting, composition, perspective and art history. This article examines the problem of primary art education and the necessity of in-depth study of professional disciplines for the formation and further development of the profession of an architect, which affect the entire further creative life of a future architect. The need to instill interest in fine arts in future students of creative universities from childhood is under consideration. We are talking about the need to visit art circles, art schools and studios, where students will be introduced to various types of fine arts and cultural heritage of the countries of the world. Studying in art schools, students get the first knowledge of drawing, painting, sculpture, art history, get acquainted with artistic materials, learn to master the rules of composition, the ability to think spatially, learn the basics of perspective. In the drawing classes, they get acquainted with the basics of building objects, and later, perform the most interesting stage of the work – chiaroscuro modeling of the form. In painting classes, they get acquainted with painting materials, with the basics of color science, the concept of colors – cold and warm, learn to understand color diversity and the language of expression. In art history lessons – with the world heritage of fine arts, with authors who worked in various types of art – painting, graphics, sculpture, architecture, decorative – applied and monumental art. All this necessary knowledge becomes the first step into the world of great art, the first step for admission to a higher educational institution. The article also considers examples of architectural objects, in the creation of which you can see the creative, artistic component in the education of an architect, as well as the influence and importance of artistic education in the design of architectural objects from the beginning of the design to its completion, examples of the use of the synthesis of architecture and fine art are followed. Examples are given of how a professionally educated architect can fulfill the tasks set before him with dignity, at a high artistic level, and his designed and completed works can take a worthy place, both in Ukraine and in the world architectural heritage.
Agile Principle 11: “The Best Architectures, Requirements, and Designs Emerge from Self-Organizing Teams”

Delivering valuable software frequently is the name of the game. The best architecture is the architecture that respects and accommodates customer requirements. The best requirements are simple and clear. The best designs enable the customer to do what they need to do the way they want to do it. Taken together, the best architectures, the best requirements, and the best designs comprise a solution that enables the customer to use the product the way they want to use the product. The best solutions are sensible, scalable, hardy, and timely. Vignettes from leaders at UScellular, TDS Telecom, Nokia, Amazon, and Oracle illustrate how the best architectures, requirements, and designs can emerge from self-organizing teams.
Agile Principle 9: “Continuous Attention to Technical Excellence and Good Design Enhances Agility”

Delivering valuable software frequently is the name of the game. Attending to technical excellence and to design quality can enhance agility. Create and apply automation selectively and strategically. Acknowledge and address defects and bugs and chronic performance issues in the software. Vignettes from leaders at Oracle, Amazon, and UScellular illustrate the challenge of applying the discipline of technical excellence and good design to enhance agility. Channel your team’s technical prowess toward technical excellence and good design in service of delivering valuable software. Defects and chronic, customer-impacting issues must be fixed. Technical debt must be addressed. The objective of technical excellence, and the objective of good design, is the agility that enables you to deliver valuable software frequently.
Research on the current situation and prevention countermeasures of the crime of network insult and libel

In recent years, with the continuous development of information technology and the increasing ubiquity of the internet, cyber insults and defamation crimes, represented by verbal abuse, have been on the rise. Cyber defamation is a new form of cybercrime. This criminal behavior not only seriously damages the personal dignity and social reputation of others but can also have a significant impact on social order, leading to substantial negative consequences. This article, based on judicial practice, comprehensively examines the current status of cyber insults and defamation crimes, and further proposes various preventive measures and strategies.
USE OF THE LINKEDIN APPLICATION ON BRAND AWARENESS AND CORPORATE IMAGE (LITERATURE REVIEW STUDY)

The Literature Review article on the Use of the Linkedin Application on Brand Awareness and Corporate Image is a scientific article that aims to build a research hypothesis on the influence of inter-variables to be used in further research. The method of writing this Literature Review article is the library research method, which is sourced from online media such as Google Scholar, Mendeley and other academic online media. The results of this study include: 1) the Linkedin application has an effect on brand awareness; 2) The LinkedIn application has an effect on corporate image; and 3) Brand awareness has an effect on corporate image.
ROLEX: A Novel Method for Interpretable Machine Learning Using Robust Local Explanations

Recent developments in big data technologies are revolutionizing the field of healthcare predictive analytics (HPA), enabling researchers to explore challenging problems using complex prediction models. Nevertheless, healthcare practitioners are reluctant to adopt those models as they are less transparent and accountable due to their black-box structure. We believe that instance-level, or local, explanations enhance patient safety and foster trust by enabling patient-level interpretations and medical knowledge discovery. Therefore, we propose the RObust Local EXplanations (ROLEX) method to develop robust, instance-level explanations for HPA models in this study. ROLEX adapts state-of-the-art methods and ameliorates their shortcomings in explaining individual-level predictions made by black-box machine learning models. Our analysis with a large real-world dataset related to a prevalent medical condition called fragility fracture and two publicly available healthcare datasets reveals that ROLEX outperforms widely accepted benchmark methods in terms of local faithfulness of explanations. In addition, ROLEX is more robust since it does not rely on extensive hyperparameter tuning or heuristic algorithms. Explanations generated by ROLEX, along with the prototype user interface presented in this study, have the potential to promote personalized care and precision medicine by providing patient-level interpretations and novel insights. We discuss the theoretical implications of our study in healthcare, big data, and design science.
Towards a Spatial Understanding of Openness: Richard Sennett’s ‘Five Open Forms’ and/in Music

Abstract This article offers a new strategy for cognising musical indeterminacy based on Richard Sennett’s ‘five open forms for the city’, an intrinsically spatial way of thinking about what is ‘open’, and how it is open. Sennett’s five forms (‘synchronicity’, ‘punctuatedness’, ‘porosity’, ‘incompleteness’ and ‘multiplicity’) are explored individually as they might impact our understanding of openness and/in music, illuminated by examples from contemporary experimental music.
SOVO: Usability Questionnaire for Voice-Only User Interfaces

This article presents the creation and validation of the SOVO instrument, which measures perceived usability by users. To achieve this, we conducted a three-stage instrument study. Twenty out of 160 items from nine questionnaires used to assess usability in VUI (Voice User Interfaces) were selected. The researchers established factors and the type of response. Expert judges supported the application of CVC, and after two rounds, the instrument had 15 items, with eight items rated as good and seven as excellent. Next, we administered the SOVO instrument to a sample of 314 users and conducted a statistical analysis, which validated the instrument. We found that the items demonstrate high internal consistency, with an alpha of 0.96 and a lambda-6 of 0.97. Finally, we performed an exploratory factor analysis, identifying three factors: Likeability, Intelligibility, and Usability. It is important to have reliable instruments since it is very common to see VUI in a wide range of the users activities.
Investigating EFL Saudi University Students' Reading and Online Habits and Interests

This study examines the English reading habits and online activities of Saudi English language university students, the types of reading they undertake and potential reasons for their lack of reading. A questionnaire was used to collect data for this study as the primary tool for quantitative research. To evaluate the impact of the Saudi College of Arts and Science at Tabarjal, Jouf University on Saudi EFL university students, a self-administered online questionnaire was distributed to an online sample of 158 Saudi EFL university students. In free time, students read textbooks and online articles most often. In addition, students reported spending more than six hours online using social media apps. This study recommends to provide more reading resources at the institution to promote reading among students.
Remote Augmented Reality Application: A Study on Cues and Behavioural Dimension

Remote augmented reality (AR) collaboration promotes an interactive way to present information to the user by conveying a message and instruction to the local and remote participants. Despite its advantages, it is found that due to the limited use of sensory modalities during the remote collaboration process, it can interrupt the transmission of information and interaction cues, by not conveying the right information in remote AR collaboration in which can affect focus, and responses between local and remote users. This study is intended to investigate the behavioural dimension of collaboration (collaborator’s behaviour) and cues involved between local and remote user for physical task. Six participants performed as local participants where they need to build a LEGO, while another 6 participants performed as remote participants that have a complete manual instruction. Participants were given maximum 60 minutes to complete the given task. The results shown that most of the time participants used gesture and speech cues to interact with each other. There are certain signals and keywords established by both participants to have mutual understanding in achieving desired goal. Moreover, it was shown that the task completed by using handsfree produce faster response.
Informal Online Education: Teacher-worker in Modern Conditions

The article is devoted to issues of the development of informal online education. The trend towards an increase in the number of users of informal online courses has gained special development since 2019. As a result of the accumulation of statistics, the share of each direction in the general structure of the education system was determined. According to the results of modeling trends in the development of the education system, trend lines were constructed for each area until 2025. It is determined that informal online education will continue to develop.