Reviewerly/exHarmony huggingface dataset:
Analisis Bukti Serangan Address Resolution Protocol Spoofing menggunakan Metode National Institute of Standard Technology

This research intends to find information about evidence of Address Resolution Protocol (ARP) Spoofing attacks that is the MAC address of the attacker and victim also the time of the attack. This research uses Wireshark tools to inspect network traffic, especially on the ARP protocol. It uses the National Institute of Technology Technology (NIST) method as a framework in the simulation process to produce evidence reports. ARP Spoofing attacks can lead to other attacks, such as Denial of Service and Man in the Middle Attack, this attack allows users not to be able to access the network and data theft. During the simulation stage, 2 ARP Spoofing attacks are carried out on 1 laptop and 1 router connected to the network. The results of the attack simulation found 2 attacks and obtained information about the MAC address of the attacker and victim and also the time of the attack. Based on the results of tests carried, successfully found all ARP Spoofing attacks that occur on the network with a success rate of 100%
Intersections of Siepinski gasket with its translation

Let $E$ be the Sierpinski gasket, i.e., the self-similar set generated by the IFS $\left \{f_a(x)=\frac{x+a}{q}: a\in \{(0,0), (0,1), (1,0)\}\right \}$. In paper, we provide a description of the following set for $2
El aprendizaje móvil en la enseñanza de ELE a una estudiante coreana : un estudio de caso

The following research was designed to examine what occurred during a Spanish as a foreign language class taught to a South Korean student, to describe the effect of the implementation of Mobile Learning on the learning process. To this purpose, teaching strategies were designed to develop didactic activities that promoted the use of mobile phones to learn Spanish lexicon. This qualitative case study was carried out at South Korea between December 2019 and April 2020 with the participation of an intermediate level Spanish learner from a telephone conversation program. Resources such as interviews, teaching activities, participant observation were used for the development and collection of information.The results obtained prove that through m-learning the possibilities of time and space for learning are extended to the student thanks to the ubiquitous nature of the mobile, thus conserving the same level of Spanish that was identified at the beginning of the research. Additionally, the opportunity was found to use the WhatsApp application for pedagogical purposes as a tool for transferring class material, assigning activities, keeping track of progress, and making corrections.
Polytopes, lattices, and spherical codes for the nearest neighbor problem

We study locality-sensitive hash methods for the nearest neighbor problem for the angular distance, focusing on the approach of first projecting down onto a low-dimensional subspace, and then partitioning the projected vectors according to Voronoi cells induced by a suitable spherical code. This approach generalizes and interpolates between the fast but suboptimal hyperplane hashing of Charikar [STOC'02] and the asymptotically optimal but practically often slower hash families of Andoni-Indyk [FOCS'06], Andoni-Indyk-Nguyen-Razenshteyn [SODA'14] and Andoni-Indyk-Laarhoven-Razenshteyn-Schmidt [NIPS'15]. We set up a framework for analyzing the performance of any spherical code in this context, and we provide results for various codes from the literature, such as those related to regular polytopes and root lattices. Similar to hyperplane hashing, and unlike cross-polytope hashing, our analysis of collision probabilities and query exponents is exact and does not hide order terms which vanish only for large $d$, facilitating an easy parameter selection. For the two-dimensional case, we derive closed-form expressions for arbitrary spherical codes, and we show that the equilateral triangle is optimal, achieving a better performance than the two-dimensional analogues of hyperplane and cross-polytope hashing. In three and four dimensions, we numerically find that the tetrahedron, $5$-cell, and $16$-cell achieve the best query exponents, while in five or more dimensions orthoplices appear to outperform regular simplices, as well as the root lattice families $A_k$ and $D_k$. We argue that in higher dimensions, larger spherical codes will likely exist which will outperform orthoplices in theory, and we argue why using the $D_k$ root lattices will likely lead to better results in practice, due to a better trade-off between the asymptotic query exponent and the concrete costs of hashing.
FOREIGN STUDENT IN A RUSSIAN UNIVERSITY: TRENDS OF CHOICE, PROBLEMS OF ADAPTATION AND FORMATION OF RELATIONSHIPS

Purpose of the study: The object of this paper is to provide a sociological analysis of the situation related to educational process and organization of foreign students in Russian universities in ratings and relationships of students from China that will help to identify the real problems of adaptation to new conditions of socio-cultural and educational space.&#x0D; Methodology: The fundamental basis of this study is an observational one - an overview of the subject "Investigation of Satisfaction with the Organization of Chinese under studies' life at Russian Universities". N = 615, speaking to Chinese understudies concentrating in Russian colleges. The portrayal of sociological data is given by a multi-stage defined example with quantity determination of units of perception on the last advance.&#x0D; Results: Preparing of remote understudies in China and Russia ought to completely utilize worldwide experience and training to create first-class universal seriousness, build up the status of China and Russia as nations of ground-breaking instruction on the world training market, reinforce the national security of China and Russia.&#x0D; Applications of this study: In this study, the barriers to intercultural change in the field of globalization and integration of Eurasia, large educational systems such as Chinese and Russian have been identified that can be used in the global-scale analysis.&#x0D; Novelty/Originality of this study: The scientific novelty of this research consists in the presentation of adaptation and intercultural transformation strategy of foreign students’ educational process in Russian universities in the context of globalization and Eurasian integration of socio-cultural and educational space.
Interactive RL via Online Human Demonstrations

In this paper, we propose a general approach that uses online human demonstrations to directly shape an agent's behaviors. This approach can alleviate the uncertainties caused by human critiques, while at the same time, removing the offline pre-training in most existing learning from demonstration approaches. Using this approach, we also investigate the interplay among different shaping methods for more robust and efficient interactive learning between humans and agents.
Real-time distributed computing system for modeling of physical processes

Abstract Modern physical experiment imposes stringent requirements on the speed of computing devices built into an experimental setup. The purpose of them is to manage the simulated processes in a timely manner synchronized with the rate of parameters change. Coordinated by the interaction of physical and computational processes in the experiment most often determines the receipt of adequate results. At developing of control systems for experimental installations, not only calculations of functional characteristics and dependencies are required, but also a logical analysis of the input information. Survey of a large number of sensors, the need to control numerous devices and physical installations results in an avalanche of the software growth, slowing down information traffic, and increasing of the computing load on computers. All this complicates the task of coordinating of computational and physical processes in the experiment, and reduces the reliability of control systems. The proposed approach to increasing the efficiency of computing systems is based on the distribution of computers within the experimental setup. Methods of continuum computing devices embedding into the control of interacting processes and their transformation into one of the links in the system are considered. On the basis of continuum processors, a hardware implementation of a distributed knowledge processing system is created, which is built into the complex of control and management tools for complex experimental installations.
CONCEPTUAL FOUNDATIONS OF PROFESSIONAL TRAINING OF FUTURE PRACTICAL PSYCHOLOGISTS

The scientific achievements of leading scientists on the selected theme are analyzed and leading ideas, concepts, and main definitions of the research are identified in the article.&#x0D; The creation of proper psycho-didactic conditions in institutions of higher education, which serve as a basis for the formation of professionally significant competences, the development of personal creative potential and active public position in future practical psychologists, is updated. It is argumented that the educational system built on the conceptual foundations of professional training makes it possible to effectively content the educational disciplines, and therefore effective fundamental knowledge, professional-oriented skills, advanced skills, professional norms and values, which have the highest degree of generalization of social phenomena and processes.&#x0D; It is proved that the concept of the study of practical psychology combines professional methodological, philosophical and general scientific principles and scientific-methodological approaches, which are directed at the revealing future professional activity. The outlined conceptual foundations of professional training allow us to modify the educational process in higher education according to the individual needs of future practical psychologists.&#x0D; The methodological analysis of educational phenomenon of practical psychology in institutions of higher education on four basic levels is offered: philosophical-theoretical (evolutionary-theoretical formation of the specialist and his or her effective functioning), methodological (formation of the system of world-view and semantic individual formations for realization of individual’s educational skills and abilities), specific-scientific (acquisition of fundamental knowledge about professional activities) and technological (effective use of methods and techniques of research for acquisition of true empirical knowledge).&#x0D; The conclusion about the importance of outlining of conceptual foundations in the system of professional training of future practical psychologists is made.
Using Cognitive Models to Train Big Data Models with Small Data

Modeling and predicting human behavior pose a difficult challenge for AI and other related fields. Some current techniques (e.g., cognitive architectures) are able to model people's goals and actions from little data, but have poor predictive capabilities. Other methods (e.g., deep networks) have strong predictive capabilities but require large amounts of data to train the model; such abundant empirical data on human performance is not available for many human-based tasks. We show a novel and general method of generating copious synthetic data of human behavior using a cognitive architecture, and then use the data to train a deep network classifier to predict ensuing human actions. We test our approach by predicting human actions on a supervisory control task; the results show that our approach provides superior prediction when compared to training a classifier with only (limited) empirical data.
LSBert: A Simple Framework for Lexical Simplification

Lexical simplification (LS) aims to replace complex words in a given sentence with their simpler alternatives of equivalent meaning, to simplify the sentence. Recently unsupervised lexical simplification approaches only rely on the complex word itself regardless of the given sentence to generate candidate substitutions, which will inevitably produce a large number of spurious candidates. In this paper, we propose a lexical simplification framework LSBert based on pretrained representation model Bert, that is capable of (1) making use of the wider context when both detecting the words in need of simplification and generating substitue candidates, and (2) taking five high-quality features into account for ranking candidates, including Bert prediction order, Bert-based language model, and the paraphrase database PPDB, in addition to the word frequency and word similarity commonly used in other LS methods. We show that our system outputs lexical simplifications that are grammatically correct and semantically appropriate, and obtains obvious improvement compared with these baselines, outperforming the state-of-the-art by 29.8 Accuracy points on three well-known benchmarks.
Permission Based Access Control for Healthcare Systems

The objective of this work is to present a secure and privacy-protected environment to manage Personal Health Record (PHR) data stored in distant cloud. The work aims at providing a cloud-based data storage solution that ensures maximum visibility but not at the cost of data privacy. It presents a technique by which users can read and update data stored in cloud storage depending on whether they are allowed to access that data. For this, data encryption has been used on the data to be stored in the cloud. This has been combined with a permission-based access control mechanism. Experiments show that the access-control mechanism works successfully and that data is accessible to only those who are permitted to access it. The work also passes state-of-the-art security attacks.
Justification and Implementation of the Methodology for Preparing Future Philological Teachers for Research

The article reveals the peculiarities of the preparation of future philology teachers for research activities with high school students. The model of preparation for research activities on the idea of a systematic activity approach to the development of individual personality, which is realized through a combination of effective teaching technologies and natural human activity for self-realization, is substantiated. It is determined that the basis of scientific preparation in the structure of professional potential is scientific knowledge and skills. It is in the process of mastering philological subjects, and then psychological and pedagogical, that the foundation is laid in preparation for the conduct of educational research and research activities of future teachers. A special course is presented, providing both theoretical and practical training for future philology teachers for research work with high school students in accordance with a modern understanding of the organization of the educational process. The purpose of theoretical training is to learn the basics of research activities, basic knowledge about the specifics of scientific work, research methods. The purpose of practical training is to master the ability to determine the direction of one's research activities in high school, transfer scientific knowledge to the plane of practical use, and carry out elementary scientific research.
An Efficient Algorithm for 2-Dimensional Pattern Matching Problem

Abstract Pattern matching is the area of computer science which deals with security and analysis of data. This work proposes two 2D pattern matching algorithms based on two different input domains. The first algorithm is for the case when the given pattern contains only two symbols, that is, binary symbols 0 and 1. The second algorithm is in the case when the given pattern contains decimal numbers, that is, the collection of symbols between 0 and 9. The algorithms proposed in this manuscript convert the given pattern into an equivalent binary or decimal number, correspondingly find the cofactors of the same dimension and convert these cofactors into numbers if a particular cofactor number matches indicate the matching of the pattern. Furthermore, the algorithm is enhanced for decimal numbers. In the case of decimal numbers, each row of the pattern is changed to its decimal equivalent, and then, modulo with a suitable prime number changes the decimal equivalent into a number less than the prime number. If the number mismatched pattern does not exist, the complexity of the proposed algorithm is very low as compared to other traditional algorithms.
White ‘Alliahs:’ The Creation &amp; Perpetuation of the ‘Wise Indian’ Trope

Search engine optimization (SEO) and search engine auto-fill features allows us to see how people search online, and the words they use, in real-time. Anonymous querying equates to anonymity, and by nature when we input key words or key phrases in search engines like Google we use succinct, brief, and to-the-point queries. What does this mean for how we search for Native American or “Indian” results? A 2019 SEO and keyword/phrase analysis revealed that the notorious “wise Indian trope” (similar to the “magical negro” trope) is still very prevalent today, particularly when comparing the keyword “wise” paired with non-Native races. This paper directly compares results of the keyword “wise” and its variants within various iterations of “Native American” alongside other races around the world using SEO and autofill. The findings show that while there has been a strong push towards de-colonization in recent years seemingly beyond Native populations, the “white messiahs” of the past may have simply transitioned to a role of a “white alliah” at best. It can be surmised that Native Americans do not make up the majority searching for “wise Indian” results or its variants on search engines, which leads us to deduce that non-Natives still see (and query) Native Americans through a post-Colonial lens.
Toward a String-Pulling Approach to Path Smoothing on Grid Graphs

Paths found on grid graphs are often unrealistic looking in the continuous environment that the grid graph represents and often need to be smoothed after a search. The well-known algorithm for path smoothing is greedy in nature and does not necessarily eliminate all heading changes in freespace. We present a new path-smoothing algorithm based on “string pulling” and show experimentally that it consistently finds shorter paths than the greedy algorithm and produces paths with no heading changes in freespace.
Background Knowledge Injection for Interpretable Sequence Classification

Sequence classification is the supervised learning task of building models that predict class labels of unseen sequences of symbols. Although accuracy is paramount, in certain scenarios interpretability is a must. Unfortunately, such trade-off is often hard to achieve since we lack human-independent interpretability metrics. We introduce a novel sequence learning algorithm, that combines (i) linear classifiers - which are known to strike a good balance between predictive power and interpretability, and (ii) background knowledge embeddings. We extend the classic subsequence feature space with groups of symbols which are generated by background knowledge injected via word or graph embeddings, and use this new feature space to learn a linear classifier. We also present a new measure to evaluate the interpretability of a set of symbolic features based on the symbol embeddings. Experiments on human activity recognition from wearables and amino acid sequence classification show that our classification approach preserves predictive power, while delivering more interpretable models.
The Influence of Technology and Information on Student’s Behavior: a Case Study of SMA Negeri 1 of Pantai Cermin at Serdang Bedagai

The progress of information technology is very influential in life. The changing of student’s behavior will be seen clearly now days than before. Apart from all kinds of controversies. This case full of controversies, but the students could not be separated from technology and the internet. The internet itself has a negative effect and positive effect. Human’s interaction also can be change unconditionally. This technology, specially in communication and media have shown a new page in daily life and influence the social life and social behavior. This research is aimed to know the purpose of the information technology and communication to support the student’s development effectively and efficiently and to know how the student’s social behavior and the effect of using information technology and communication to the student’s social behavior in SMA N 1 Pantai Cermin. The results of this research showed that mobile phone and the internet as a form of technological development had positive and negative impacts on the cognitive development and moral behavior of students. The positive impact of using mobile phones is the most effective and efficient communication tool and also the media for accessing information related to education.
Secure E-mail Communications Through Cryptographic Techniques—A Study

E-mail is one of the leading and most reliable modes of communications even after the emergence of many new methods of electronic communication systems. E-mail messages are transmitted from the senders’ system to the recipients’ system over the Internet with the help of some intermediary nodes including servers, switches, and gateways. E-mail communication relies on some of the oldest communication protocols which have not been modified ever enough since. Hence, e-mail communication is vulnerable to some security risks including eavesdropping, spoofing, tampering, and phishing. The e-mail communication system makes use of some security protocols, techniques, and data encryption methods in many ways to make this communication secure and reliable. This paper reviews the security of e-mail protocols and data encryption techniques that are in use in the e-mail system. It reports the results of a study of the roles and advantages of e-mail security techniques, protocols, and algorithms. This paper also highlights security vulnerabilities in an e-mail communication system and the possibility for improvement in the control measures.
PEDAGOGICAL SUPPORT OF STUDENTS IN VOCATIONAL EDUCATION

The study of pedagogical support of professional self-development of a student is aimed at solving the urgent scientific problem of ensuring the professional growth of a modern specialist. The included participation of authors at all stages of the process, from conducting an interdisciplinary scientific and theoretical analysis of the problem to presenting the main scientific results at the regional, all-Russian and international levels, made it possible to develop organizational, methodological and pedagogical support for the open network experimental Foresight platform. The study identified interactive content, created methods and programs to support the activities of the scientific and methodological laboratory of professional self-development.
Simulation and design of a superconducting qubit for the quantum wave mixing experiment

Wave mixing in an optical medium is one of the fundamental nonlinear parametric processes. However, it has not yet been thoroughly studied on single atoms. This effect requires a strong coupling of atoms to propagating waves and is hard to demonstrate with natural atoms. Nevertheless, it is possible to investigate the properties of artificial superconducting atoms coupled with coplanar waveguides. We have prepared an experimental setup and developed a topology of a superconducting chip. This setup is to be used to investigate the mixing of superpositions of the vacuum and single-photon states with coherent pulses on single atoms. An on-chip single-photon source is proposed to generate such states.