Reviewerly/exHarmony huggingface dataset:
HetSAGE: Heterogenous Graph Neural Network for Relational Learning (Student Abstract)

This paper aims to bridge this gap between neuro-symbolic learning (NSL) and graph neural networks (GNN) approaches and provide a comparative study. We argue that the natural evolution of NSL leads to GNNs, while the logic programming foundations of NSL can bring powerful tools to improve the way information is represented and pre-processed for the GNN. In order to make this comparison, we propose HetSAGE, a GNN architecture that can efficiently deal with the resulting heterogeneous graphs that represent typical NSL learning problems. We show that our approach outperforms the state-of-the-art on 3 NSL tasks: CORA, MUTA188 and MovieLens.
Learning based attacks in Cyber Physical Systems: Exploration, Detection, and Control Cost trade-offs.

We study the problem of learning-based attacks in linear systems, where the communication channel between the controller and the plant can be hijacked by a malicious attacker. We assume the attacker learns the dynamics of the system from observations, then overrides the controller's actuation signal, while mimicking legitimate operation by providing fictitious sensor readings to the controller. On the other hand, the controller is on a lookout to detect the presence of the attacker and tries to enhance the detection performance by carefully crafting its control signals. We study the trade-offs between the information acquired by the attacker from observations, the detection capabilities of the controller, and the control cost. Specifically, we provide tight upper and lower bounds on the expected $\epsilon$-deception time, namely the time required by the controller to make a decision regarding the presence of an attacker with confidence at least $(1-\epsilon\log(1/\epsilon))$. We then show a probabilistic lower bound on the time that must be spent by the attacker learning the system, in order for the controller to have a given expected $\epsilon$-deception time. We show that this bound is also order optimal, in the sense that if the attacker satisfies it, then there exists a learning algorithm with the given order expected deception time. Finally, we show a lower bound on the expected energy expenditure required to guarantee detection with confidence at least $1-\epsilon \log(1/\epsilon)$.
Cloud Computing and Load Balancing

Cloud Computing is utility software that has the ability to change the software company and making the software more attractive. Cloud Computing has altered the way IT world used to design software and hardware. The rise in web traffic and different services are increasing day by day making load balancing a big research topic. Cloud computing is technology which uses virtual machine as an alternative of physical machine to host, store and network the different components of computing. Load balancers are used for distributing loads to different virtual machines as an alternative of real machines in such a way that none of the machines gets burdened heavily or lightly. The load balancing needs to be done appropriately because disappointment in any one of the node can lead to inaccessibility of data.
PENGARUH WORD OF MOUTH DAN KUALITAS PELAYANAN TERHADAP KEPUTUSAN MENDAFTAR DENGAN KUALITAS PRODI SEBAGAI VARIABEL MODERATING DI UNIVERSITAS CATUR INSAN CENDEKIA

The purpose of this study was to determine the effect of word of mouth and service quality on the decision of prospective students to register with campus quality as moderating. This research is motivated by the decreasing number of prospective students who come to Catur Insan Cendekia University in mid-2020, this indicates that the decision to register at Catur Insan Cendekia University has decreased. The primary data used in this study were taken using the accidental sampling method. The number of samples obtained was 106 respondents from the total population of prospective students at Catur Insan Cendekia University located in Cirebon, West Java. The respondents' answers were then analyzed using the SPSS program. The results of this study indicate that word of mouth has a significant effect on the decision to register, the quality of service has a significant effect on the decision to register. Word of mouth and service quality together have a significant effect on the decision to register. Product quality as a moderating variable is not able to strengthen word of mouth on the decision to register and product quality as a moderating variable is not able to strengthen the quality of service on the decision to register.Keywords: word of mouth; service quality; product quality; and the decision to register
Chat-Bot For College Management System

In this paper, a proposal is explain to design a chat bot as an Web application which will be helpful for students to solve all the problems they face and the questions which arises in their mind during and after the admission. This proposal explains the implementation of chat bot system as an application named as, college enquiry chat bot.
Lightboard – a new teaching tool at the Faculty of Science and Technology at UiT

We would like to present a new tool that was built by three lecturers at UiT last semester – Lightboard. This tool was used before in other countries and other universities, but never at UiT. The COVID-19 pandemic situation motivated the lecturers to find a way to do online lectures differently. Blackboard and chalk work well for natural sciences as long as the lecture is physical and the teacher has an eye contact with the students, but this was not an option since all lectures were turned to online. The solution was found. The Lightboard gives an opportunity to face towards the students while recording the lectures and they can follow the lecturer’s hands while writing.
Теоретико-методичні основи проведення занять з диригування в контексті вивчення дисципліни «Методика викладання фахових дисциплін»

The problem of improving the quality training of qualified specialists is hotly debated by the Ukrainian pedagogical community. The proposed article is aimed at substantiating the theoretical and methodological principles of teaching in individual classes at music universities in the process of studying the discipline «Methods of teaching professional disciplines». The research methodology is based on systematic analytical and comparative research methods. The scientific novelty is to determine the theoretical and methodological foundations of teaching conducting in the process of studying the discipline «Methods of teaching professional disciplines» by combining socially significant methods and principles with an interactive dialogic aspect of learning using the integration of basic professional knowledge and skills with knowledge of conducting and choral pedagogy.
ANALISIS KESULITAN SISWA PADA MATERI BANGUN RUANG SISI DATAR

This research was conducted with the aim of analyzing the difficulties experienced by students in working on BRSD material problems. This is taken from the cognitive indicators on the bloom taxonomy which are indicators of its difficulty. This research uses a qualitative descriptive method. The data collection technique is by giving questions to students. Furthermore, students' answers are analyzed to determine the extent of the difficulties that occur to students based on the determined indicators. This research was conducted at one of the state junior high schools in Cimahi for the 2020-2021 academic year. The subjects were 20 grade IX students. The instrument inside is a test item with predetermined indicators. The results of the analysis obtained are that there are still students who have difficulty solving indicators of problems that involve cubes. The above is evidenced by the results of the test questions to students where 70% of students experience difficulties with the question indicators as well as the percentage of student answers that are less than the predetermined KKM. The factors that make this indicator experience difficulties are (1) the students' lack of thoroughness in reading, understanding and answering questions; (2) Lack of students' spatial ability to imagine BRSD; (3) Students are accustomed to solving routine problems found in examples.
Unmixing of Laboratory IR Spectral Reflectance Measurements of Labradorite-Enstatite-Glass Mineral Mixtures.

We present results of spectral unmixing analyses of labradorite-enstatite-glass mineral mixtures using a non-linear unmixing model.
THE EFFECT OF USING PLEASE (PICK-LIST-EVALUATE-ACTIVATE-SUPPLY-END STRATEGY) ON STUDENTS ACHIEVEMENT IN WRITING DESCRIFTIVE TEXT AT SEVENT GRADE OF Mts NURUL HAKIM TEMBUNG

The purpose of this study was to determine the significant effect of the PLEASE (Pick-List-Evaluate-Activate-Supply-End) Strategy on student achievement in writing descriftive text in class VII Mts Nurul Hakim Tembung. This research used quantitative research with experimental design. The implementation was in class VII Mts Nurul Hakim Tembung. The researcher took 64 students consisting of 32 students for the experimental class and 32 students for the control class. In collecting the data, the researcher used test in essay test.. The researcher used two tests, the pre-test was given before the treatment and the post-test was given after the treatment in the learning process. Then the researchers analyzed the data using statistical formulas and Microsoft Excel 2010 with a significance level of 0.05. After analyzing the data, the researcher found that the value of tobserved was higher than the ttable. This can be seen from the tobserved (4.473)> t table (1.6) at the significance level of 0.05 and degrees of freedom (df) 62.It means that the alternative hypothesis (Ha) is accepted and the null hypothesis (H0) is rejected. It can be concluded that the PLEASE (Pick-List-Evaluate-Activate-Supply-End) strategy has significant effect on students’ writing achievement in descriftive text of seventh grade students at Mts Nurul Hakim Tembung. This is related to the results of observations which show that students are more interested and motivated in attending classes and enthusiastic during the teaching and learning process so that their descriptive writing achievement increases. Keyword : PLEASE starategy, Students’achievement , writing descriptive text
The Students’ Perception Towards English Communication Practice in Sunda Strait Traffic Separation Scheme Scenarios

A sufficient English communication during the sea voyage is cumpolsory to gain greater safety. Then the students in the maritime education and training must be able to perform this kind of competency before they have the voyage by practicing the communication in the bridge simulator. The aim of this study is to invesitigate the students’ perception during the English communication practice using the Sunda strait traffic separation scheme scenarios. This study used quantiative approach with the questionnaire which distributed to 100 (one hundred) students majoring the Teknologi Rekayasa Pengoperasian Kapal (TROK) in Diploma IV program that the subject is concerning the nautical and ship’s operations. The results showed that the students had positive perceptions on English communication practice in the Sunda strait Traffic Separation Scheme (TSS) scenarios.
An analysis of the effects and perception whilst using EBS English broadcasting programs

The present study aims to analyze the effects and perception whilst using EBSe (EBS English) broadcasting programs in order to seek the improvement and development plans of EBSe. The survey was comprised of three main categories targeting students, parents, teachers, and the general public who have used EBSe programs. A total of 3,971 cases were collected as valid examples of the survey. The analysis of the survey data revealed that the learners mostly used EBSe programs as an addition to their classroom-based English education. In addition, most of the participants were highly satisfied with the use of EBSe programs. Lastly, the participants’ perception with regard to goal achievement and social effectiveness of EBSe programs were shown to be positive in the following four major objectives: enhancement of public English education, reducing the cost of private education, narrowing the gap of English education between different social classes and regions, and creating an environment of English education that has no time and space restrictions. In consideration of the current lack of English learning hours in the public English education system, proper change of the English education seems to be necessary using EBS English broadcasting programs for balanced improvement of the learners’ English ability.
К ИСТОРИИ ОФОРМЛЕНИЯ СБОРНИКА «ЖАР-ПТИЦА. СБОРНИК ПЕРВЫЙ» ИЗДАТЕЛЬСТВА «ШИПОВНИК» [1911–1912]

Edited by K. Chukovsky and designed by the representatives of the “World of Art” and artists close to the association, “The Firebird” book series was published at the turn of 1912 in St. Petersburg publishing house “Rosehip”. The plan was to regularly issue fiction books for children by young writers. But only one single book was released by the publisher. The publication included 12 prose and poetic works by various authors, such as: “Who Burst” by V. Azov, “Bathers” by M. Moravskaya, “Firebird” by A. N. Tolstoy, “Nolli and Zilch” and “Train” by S. Cherny, “Chicken” and “The Kingdom of Dogs” by K. Chukovsky, and others. The writers and artists involved in the publication knew each other well from the magazines “Satyricon” and “Brier”. In the view of the publisher Z. I. Grzhebin and K. Chukovsky, the visual component of the children's book had to form the individual character of the entire book and the text. Therefore, the main task of the authors of the series was to create a publication for the child in a single artistic and stylistic way. The history of the “The Firebird” series shows the first literary experiences of the writers A. N. Tolstoy, K. Chukovsky, and S. Cherny in children’s books, the work of members of the “World of Art” V. M. Dobuzhinsky, S. Yu. Sudeikin and S. V. Chekhonin in children’s collections, and the illustrative initiatives of artists V. P. Belkin and A. A. Radakov. On the example of the collection, we can consider the changes that occurred in individual book elements at the beginning of the 20th century; the variety of stylistic solutions in illustrations; the influence of different types of reproduction on the appearance of individual works and the entire book of this period. The artistic design of the “Firebird” demonstrates important processes in the development of Russian book art of this period, which was the stage in the search for new solutions in the 1910s book design. The publication acts as a link between the “colorful” book at the turn of the 20th century and the publications of the first decades of the Soviet Union.
OAGL Paper Metadata Dataset

OAGL is a paper metadata dataset consisting of 17528680 records which comprise various scientific publication attributes like abstracts, titles, keywords, publication years, venues, etc. The last field of each record is the page length of the corresponding publication. Dataset records (samples) are stored as JSON lines in each text file. The data is derived from OAG data collection (https://aminer.org/open-academic-graph) which was released under ODC-BY license. This data (OAGL Paper Metadata Dataset) is released under CC-BY license (https://creativecommons.org/licenses/by/4.0/).If using it, please cite the following paper:Cano Erion, Bojar Ondřej: How Many Pages? Paper Length Prediction from the Metadata.NLPIR 2020, Proceedings of the the 4th International Conference on Natural LanguageProcessing and Information Retrieval, Seoul, Korea, December 2020.
Understanding the in-depth AI Big Data Analysis application through Diversified Integration and Development of Functional Linguistics

ABSTRACTFor promoting functional linguistic system integration, the in-depth application of artificial intelligence-big data information analysis and technological processing has provided the core technical means in recent years. Perhaps, related to artificial intelligence (AI) big data analysis, the multiple integrations of functional linguistics have frequently encountered obstacles in applications. As a result, it has created major challenges for the in-depth development of functional linguistics. The related concepts of functional linguistics development and artificial intelligence are sorted out under this background. On this basis, under the background of AI-big data analysis, the functional linguistic technological integration and internal integration are analyzed. Furthermore, to promote in-depth functional linguistics development, this study provides several suggestions, such as optimizing a distributed cluster environment, building a functional language data platform, adopting models, data-parallel modes, and distributing neural network parallel training. These suggestions provide some reference for theoretical linguistic research and enriching functions. Further put forward several suggestions to promote the in-depth development of functional linguistics, such as building a functional language data platform, optimizing a distributed cluster environment, distributing neural network parallel training, adopting models, and data-parallel modes to promote the in-depth development of functional linguistics, in order to provide some reference for enriching functions and linguistic theoretical research.REFERENCES[1] D. L. Zhang. Exploration on the Development Trend of System Functional Linguistics in 60 Years. Foreign Language Teaching and Research, 50(1):39–50, 2018.[2] H. Jiang and A.G. Zhao. The Generation Background and Academic Inheritance of Functional Grammar Theory and System Functional Linguistics. Foreign Language and Foreign Language Teaching, 31(2):32–37, 2014.[3] X.N. Li and X.Y. Fan. Research on Knowledge Representation Method in System Functional Linguistics. Journal of University of Science and Technology Beijing (Social Science Edition), 16(3):26–30, 2015.[4] G.Z. Xiao. Grammatical Events and Semantic Events-Language Research for Artificial Intelligence. Yangtze River Academic, 15(2):82–98, 2020.[5] C.W. Yuan, C.Y. Liu, and S.L. Chang. Correspondence between System Functional Linguistics and Corpus. Foreign Language, 32(1):104–109, 2016.[6] Y.Y. Group Construction in Weibo: A New Perspective of System Functional Linguistics. Dongyue Review, 34(1):187–190, 2013.[7] A.M. The Study of Chinese and Foreign Texts Based on Systemic Functional Linguistics. Language Construction, 61(23):71–72, 2016.
Analisis Algoritma Analytic Network Process (ANP) Dalam Pemilihan Material Furniture Pada Interior Rumah Tinggal

The purpose of this research is to recommend furniture materials in the interior of a residential house. In this study, the authors used a decision support system technique using the Analytic Network Process (ANP) algorithm. The research data source is by conducting interviews and giving questionnaires to furniture users in Pematangsiantar City. In the selection of furniture materials, the author uses five assessment criteria, among others: Quality (C1), Design (C2), Price (C3), Material Maintenance (C4), Room Arrangement (C5). In this study, the alternatives used as samples are Solid Wood (A1), Particle Wood (A2), Plywood Wood (A3), MDF Wood (A4), and Teakblock Wood (A5). From the study results using the Analytic Network Process (ANP) technique, it was found that from the five alternatives selected, obtained A1 became the best recommendation with a value of 0.12. It is hoped that this research can provide input to the public, especially in Pematangsiantar City, in choosing furniture materials to create a comfortable and ideal residence
Artificial Excellence - A New Branch of Artificial Intelligence

is a new field which is invented in this article. Artificial Excellence is a new field which belongs to Artificial Human Optimization field. Artificial Human Optimization is a sub-field of Evolutionary Computing. Evolutionary Computing is a sub-field of Computational Intelligence.Computational Intelligence is an area of Artificial Intelligence. Hence after the publication of this article, Excellence (AE) will become popular as a new branch of Artificial Intelligence (AI). A new algorithm titled Satish Gajawada and Durga Toshniwal Algorithm (ASGDTA) is designed in this work. The definition of AE is given in this article followed by many opportunities in the new AE field. The Literature Review of Artificial Excellence field is shown after showing the definition of Artificial Intelligence. The new ASGDTA Algorithm is explained followed by Results and Conclusions
Social and cultural foundations of University transformation in Online Society

Examined is the issue of the further trajectory of the university development in modern society, where information and technological transformations determine a completely new educational discourse. It is emphasized that the cognitive nature and the increasing role of knowledge and education as the most important value are becoming the main characteristics of the new society. At the same time, the main factor of modern production, in contrast to the previous social forms, turns out to be inseparable from its subject. Knowledge constructs a person, becomes his leading characteristic. As a result, investments in people are growing: expenses for training and education, advanced training and retraining of employees. Information and knowledge in their new role create the socio-cultural context in which modern education exists, including university education. The thesis is substantiated that the philosophical understanding of education in a new society proceeds from an understanding of the specifics of the modern world and the position of a person in it. Since today a knowledge worker with a talent for assimilating information from various sources and transforming it into new knowledge is in demand, the university is guided by this idea in choosing its strategy. At the same time, the focus of attention is all the same knowledge as a leading public and personal resource, however, the new specificity of educational knowledge, as knowledge that is the subject of the university’s activity — its informational variability, fragility and contextuality, due to global informatization, cannot but affect comprehension of the specifics of a modern university.
ПЕДАГОГИЧЕСКОЕ ЗНАЧЕНИЕ ФУНКЦИОНАЛЬНОЙ ГРАМОТНОСТИ В ПОВЫШЕНИИ КАЧЕСТВА ЗНАНИЙ

The article considers the content and types of activity of general education organizations in the formation of functional literacy of students.Enhancing the functional credibility of the crony is a fundamental process of learning. In Kazakhstan, the post-soviet space has been developed by the National plan of action for the development of functional citizens of the year 2012-2016, which envisages the effective development of the catalysts of competitiveness, accredited in real life situations.The strategic objectives of the decision-making process are to make the most of the strategic objectives of the industry, to promote the creativity of creativity and to achieve unassailable solutions, to choose the professional way of choosing, to study in the life of all the basic principles of life.The strategic objectives of the decision-making process are to make the most of the tasks of the industry, to promote the creativity of creativity and to achieve unassailable solutions, to choose the professional way of choosing, to be taught in the life of all the basic functional qualities of the individual.The main role of the school and the colleges in shaping the functional qualifications is that the process of instilling instruction in the organizational formation of nonviolentness of the learning process of functional credibility of the crooked ones is underlined. Worked on the analysis of the work, the development of functional grammar in the family and the teaching of the theory of practice, and on the basis of the training, based on the essence of the reflection of the excellence of the system of assessment.