Reviewerly/exHarmony huggingface dataset:
Overview of Recommendation System: Approaches and their Prosperity

The information on the internet is tremendous to retrieve the required data from a vast amount of information available on the internet is strenuous. To make it easier we have a recommendation system or engine. These are chiefly used in commercial applications. This system filters the information dynamically based on user's interests and preferences. It has an essential feature to predict whether an individual user would prefer items or not based on the user's predilection. The recommender system plays a vital role in a variety of areas like product and service-based companies. Web recommender systems are categorized into various approaches such as collaborative filtering, content based, knowledge based and hybrid recommender systems. Many recommender systems are used by some of the popular websites like Amazon.com, Netflix.com etc. This paper focuses on foremost challenges faced by recommender systems and their solutions. Our findings indicate that the use of a hybrid approach is better than other individual approaches. We conclude that the recommender system increases the value and economy to the company by simply satisfying the customer needs and interests.
THE RESEARCH ON RELATIONS BETWEEN UNIVERSITY LECTURERS’ REFLECTION AND THEIR PROFESSIONAL SELF-CREATION

The article formulates the concept of university lecturers’ professional self-creation based on the theoretical analysis of scientific works and determinate the importance of reflection for their professional self-creation. The results of the performed empirical study on university lecturers’ reflection and its importance for their professional self-creation are presented. The following techniques were used: A. Karpov’s method examining reflexivity, D. Leontyev’s test “The differential type of reflection”, the method examining self-development and professional pedagogical work (L. Berezhnova, modification and adaptation by L. Podkorytova), the method examining an actualized need for self-development, the short scale for self-actualization. The examined university lecturers had average reflexivity (according to A. Karpov), general reflection, quasi-reflection and introspection (according to D. Leontiev) and high systemic reflection (according to D. Leontiev). The obtained results partially confirmed our hypothesis that lecturer’s reflection is average: it was really average in the terms of reflexivity, introspection and quasi-reflection, but high in the terms of systemic reflection. The lecturer’s had an average or higher desire for self-development and quite successfully implemented it, the respondents showed mostly high self-actualization. As for the identified problems in the studied sample, lecturers underestimated their personal qualities. The correlation analysis was applied for the studied indicators. A direct (positive) correlation was determined between university lecturers’ reflection and professional self-creation. Reflection, in general, contributed to lecturers’ professional creation, especially to the fulfilled need for self-development and self-creation. Systemic reflection was especially important for self-creation and self-development. We have substantiated and presented an art therapy program to develop university lecturers’ reflection. The program consisted of 10 lessons and contained art therapeutic exercises proposed by V. Kokorenko, L. Lebedeva, L. Podkorytova. The art therapy developing university lecturers’ reflection was chosen due to its following features: deep reflexive nature, resourcefulness, richness of metaphors. Further research are seen in increased sample volume and number of used psychological examining tools to clarify links between university lecturer’s reflection and their self-esteem, self-attitude, value system; to study analogues links characteristic for other professional groups; to approbate the developed art therapy training and to conduct a forming experiment to clarify a role of reflection in university lecturer’s professional self-creation.
KRAMA LANGUAGE AS EDUCATIONAL COMMUNICATION AT JUNIOR HIGH SCHOOL ISLAM PRESTASI AL MUBTADI-IEN BANTUL IN ISLAMIC EDUCATION PERSPECTIVE

Cases of verbal bullying are still prevalent among students in schools. Therefore, efforts are needed through various approaches to overcome the problem. One of the efforts that can be done is through the habituation of krama language in the school environment. This article aims to analyze the application of krama language as an educational communication ethic in Junior High School Islam Prestasi Al Mubtadi-ien Bantul in the perspective of Islamic education. The important issue discussed is the purpose and form of application of manners language as educational communication and its impact on the formation of student behavior seen from the perspective of Islamic education. This research is qualitative research using a phenomenological approach in Junior High School Islam Prestasi Al Mubtadi-ien Bantul, Yogyakarta. Data collection using observation, interviews, and documentation. Data analysis uses data reduction, data exposure, and inference/verification measures. Data collection using observation, interviews, and documentation. Data analysis uses data reduction, data exposure, and inference/verification measures. The results of this study showed: First, the form of educational communication ethics applied in Junior High School Islam Prestasi Al Mubtadi-ien Bantul is based on the cultural values of krama language carried out during the implementation of the learning process in the classroom and in interactions outside the classroom in the school environment. The application of krama language aims to shape student behavior and participate in preserving the culture of krama language as is done in a pesantren environment. Second, the application of communication ethics using Javanese culture krama in Junior High School Islam Prestasi Al Mubtadi-ien Bantul is considered to have provided positive benefits and impacts for students. Third, from the perspective of Islamic education, the application of krama language culture in Junior High School Islam Prestasi Al Mubtadi-ien Bantul is very relevant. Islam is very concerned about the ethical issue of communication. Islam teaches the delivery of information messages to citizens using good language, friendly and polite.
Enhanced Parallel Hash Function Algorithm Based on 3C Construction (EPHFA-3C)

The hash function is a function that can convert data from variable size to fixed-size data that can be used in security of communication like, authentication, digital signature and integration. In this paper, a parallel, secure and fast hash function algorithm that is based on 3C construction is proposed. It is an enhancement for the MD construction. This enhancement makes the construction more resistant to the extension and multi-blocks attacks. The parallel structure of the algorithm improves the speed of hashing and reduces the number of operations. The simulation analysis such as hashes distribution, confusion and diffusion properties, and collision resistance are executed. Based on the results, our proposed hash algorithm is efficient, simple, and has strong security compared with some recent hash algorithms.
THE MAPPING OF MOVEMENT VERBS FOUND IN THE GOOD EARTH

This study aimed at focussing the translation of movement verbs in The Good Earth written by Pearl S. Buck. The Natural Semantic Metalanguage (NSM) is applied in translation process. The novel The Good Earth was chosen as data source because it has two texts which have different language types. This study has the purpose to describe the application of translation procedures that is proposed by Vinay and Darlbener and it is applied to examine the mapping of Action Verbs by the NSM (Natural Semantic Metalanguage) theory. The analysis was shown as the mapping between Indonesian and English action verbs which was presented into the subtype of the verbs based on the classification. This study attempts to apply that theory in solving the problem of the different language. Semantic mapping (SM) is a method in statistics for dimensionality reduction that can be used in a set of multidimensional vectors of features to extract a few new features that preserves the main data characteristics. Translation is very important in various areas which are used to translate from one language into another language. However, it is not all the references written in Indonesian as they are coming from different countries and use different languages.
ANALYTICAL REVIEW OF ADMIRAL MAKAROV NUS’s PUBLICATION ACTIVITY IN INTERNATIONAL SCIENTOMETRIC PLATFORMS

Objective. The article considers the analytical work of the Scientific Library of Admiral Makarov National University of Shipbuilding (NUS) on the publishing activity of the university at the international scientometric platforms. Methods of the research are based on a systematic approach, structural-functional and scientometric analysis of methods for evaluating the effectiveness and publication activity of academic staff and the university as a whole. Results. During the study, the authors proved: 1. Scientific Library of Admiral Makarov NUS actively implements innovative forms of activity, develops and diversifies the library service to aid the university research work; 2. The role of the Scientific Library as an active partner at the stages of the life cycle of scientific research of university scientists is growing; 3. Analytical work of the Scientific Library of Admiral Makarov NUS on the publishing activity of the university emphasizes and strengthens the role of the library in the processes of increasing the representation of university scientists in the global space of scientific communications, the introduction of scientometric and bibliometric research methods. Conclusions. Originality of the work lies in the expansion of ideas about the analytical work of the Scientific Library of Admiral Makarov NUS on the publishing activity of the university, which today is an important factor for further objective evaluation of the effectiveness of the academic library. This provides an opportunity to better understand the specifics of the scientific activities of HEI libraries as resource and information centres. Practical value. The obtained results can be used to increase the publishing activity of HEI at the international scientometric platforms.
Peningkatan Keamanan Kriptografi Caesar Cipher dengan Menerapkan Algoritma Kompresi Stout Codes

The development of applications that can crack passwords or data that has been secured by cryptographic algorithms has made researchers try various ways to further secure the data they have. Even though the method used is quite modern, the algorithm for breaking ciphertext in cryptography can still be created. For this reason, in this study the authors develop cryptographic security by combining it with data compression. In this study, the algorithm used is the classic cryptographic algorithm, namely Caesar Cipher, combined with the Stout Codes compression algorithm. The results of the Caesar Cipher ciphertext are then compressed by applying the Stout Codes algorithm. From the test results using the Brute Force Atack model, the results are quite good, that the security of the encrypted data is quite good and not easily broken.
Analisis Interaksi Aliran Darah dan Pembuluh Serta Pengaruh Kebebasan Mesh Pada Simulasi Hemodinamik Berbasis Metode Elemen Hingga

Cardiovascular diseases are the world’s leading cause of death with significant death rates caused by abnormalities in vessels such as aneurysms and stenosis. These conditions can potentially cause blockage and thinning of vessels which may lead to heart attack, stroke, and bleedings. Recently, computational simulation methods are frequently used in blood flow analysis. These methods are frequently used in vascular fluid dynamics analysis which relate to the origin of a disease, efficacy prediction in installation of therapeutic instruments and complements the in vitro studies. This article presents an example of a simple vascular simulation to study the effect of blood flow with respect to vascular wall displacement. Furthermore, this research shows the importance of formal CFD pre-processing such as mesh independence testing which influences the simlation accuracy as well as vascular flow prediction and its effects on vascular wall displacement. In this research, it is concluded that the number of mesh elements affects the accuracy of vascular wall shear stress (WSS) calculations with average WSS difference of 0.8 Pa with no significant difference in wall displacement values. An average WSS of 1.95 Pa and a wall displacement of 5.7 µm are obtained from the blood flow simulation in this study.
Corporate Social Responsibility and Financial Performance of Deposit Money Banks: A new Evidence from Nigeria

The primary purpose of every business firm is to make a profit which is the economic performance in the Triple Bottom Line. However, a social and environmental performance which is Corporate Social Responsibility (CSR) has been argued to be very crucial for firms' sustainability. This argument has drawn the attention of researchers across the globe to various empirical studies which have produced confounding results. This study provides new evidence from Nigeria by disaggregating CSR into Community Development, Education and Health, and finding their effect on performance which is proxied by Return on Assets. The data were extracted from the audited annual reports of 12 Deposit Money Banks listed on Nigeria Stock Exchange for ten years, 2009-2008. The study found out that CSR on Community Developments has a positive and significant effect on financial performance. On the contrary, the study reveals that CSR on Education has an insignificant positive effect on financial performance, and CSR on Health has a negligible negative effect. The study recommends that management of Deposit money banks in Nigeria should not blindly engage in CSR activities, but should selectively select the CSR activities that can take care of all the stakeholdersâ€™ interest.Â
THE INCLUSIVE SOCIAL-INTERACTIVE THEATER AS A TECHNOLOGY OF DESTIGMATIZATION OF PERSONS WITH INTELLECTUAL DISABILITIES

The article presents social stigma as a source of influence on the life of members of social communities, including the lives of people with disabilities due to intellectual disabilities. Research methods – logical-structural analysis to substantiate the presence of social stigma to people with intellectual disabilities, as well as the need to destigmatize this social group. The test method of the SANTa questionnaire was used, which reflects the respondents' ideas about the group of people with disabilities, as well as the peculiarities of observance of the rights of this social community. Respondents were representatives of student youth aged from 17 to 25 years old. Results. We considered the phenomenon of social destigmatization as a social development condition; we comprehend the significance of its implementation in work with social stigma. The method of inclusive social-interactive theater as a technology of changing perceptions of social communities is presented on the example of a social group of people with intellectual disabilities who were the actors, the method is represented as an educational technique to observe problems faced by social communities. We observed the perception of persons with an intellectual norm about the social group of people with intellectual disabilities. We analyzed the respondents' perceptions and assessments on ensuring the realization of their own rights, as well as perceptions and assessments on the specifics of the realization of the rights of people with disabilities as a result of individual entrepreneurship in Ukraine. We found the peculiarities of the dynamics of perceptions and psycho-emotional states of the studied in connection with their review of the play in the format of social-interactive theater, which provides information about the peculiarities of the rights of social groups of people with intellectual disabilities. It was concluded that the peculiarities of presenting information about the social community using the theatrical method create a favorable effect for changing respondents' perceptions, which also makes positive changes in the level of knowledge of respondents about the community regarding the possible characteristics of its representatives
Predicting The Data For Security Using Rjb23 Algorithm

The current world is information world; without this information can’t make due in present stage. This information created more from web- based media; this media information is public information; This public information did not have well security; so we applying the proposed method and it has 3 steps; 1. Using prime numbers in quadratic equations; 2. Prime and non-negative integer number used to swap the numbers; 3. Column operations execution; The new method gives well security when contrast to Salsa method.
Life Cycle Model of Software Defect

The software development process includes a mandatory additional software quality assurance process, which is a set of measures covering all technological stages of software development, release and operation of information systems, carried out at different stages of the software life cycle, to ensure the required level of software quality. One of the main tasks of this process is to find and eliminate software defects. This work is devoted to a formal presentation of the life cycle of a software defect. The life cycle model of the software defect is considered as a chain that begins with a developer error and ends with a software failure. The article presents the general structure of the life cycle model of software defect, which includes developer error, operator error, hidden software defect, active software defect, calculation error, fault or failure, created vulnerability, activated vulnerability, unauthorized control and unauthorized access to data. This model is detailed in a set of pathological chains, which structurally represent modifications of the life cycle of software defect, taking into account the nature of the software defect itself. Among the pathological chains are the following: physical, design, development and interaction. The pathological chain of interaction is detailed in the pathological chain of interaction due to physical influence and the pathological chain of interaction due to informational influence. The already mentioned model of life cycle of software defect is projected on a V-shaped model of software development, which allows to present a kind of evolution of software defect at each stage of life cycle of software development separately and within the whole V-shaped model of software development
Animated Logic: Correct Functional Conversion to Conjunctive Normal Form.

We present an approach to obtain formally verified implementations of classical Computational Logic algorithms. We choose the Why3 platform because it allows to implement functions in a style very close to the mathematical definitions, as well as it allows a high degree of automation in the verification process. As proof of concept, we present a mathematical definition of the algorithm to convert propositional formulae to conjunctive normal form, implementations in WhyML (the Why3 language, very similar to OCaml), and proofs of correctness of the implementations. We apply our proposal on two variants of this algorithm: one in direct-style and another with an explicit stack structure. Being both first-order versions, Why3 processes the proofs naturally.
Methodology of spatialization of energy balance components using MODIS and ERA Interim data

This work aims at proposing a methodology to spatialize the Energy Balance (EB) components from the combined use of MODIS sensor products and ERA-Interim reanalysis data, and to evaluate the performance of the OSEB and METRIC models for estimating EB components in the predominantly humid subtropical climate of Rio Grande do Sul, Brazil. The research was conducted for 3 consecutive years from 2009 to 2011. The temporal variation patterns of the EB components were analyzed by comparing the values estimated by the models against the reference measurements of a micrometeorological tower (Sulflux network). For the spatial variability analysis, reference evapotranspiration (ETo) was calculated at a local scale (data from Weather stations of the National Institute of Meteorology) and a regional scale (ERA-Interim reanalysis data) while the consistency between these estimates was also verified. Afterward, using only the pixels in which the sensible heat flux represented more than 50% of the radiation balance, correlation maps between ETo ERA-Interim and latent heat fluxes were constructed. The estimated BE components are consistent regarding both, the order of magnitude and variation throughout the year, when compared to the reference measurements of the micrometeorological tower. The spatial variability analyses also reveal satisfactory results for both models, however, the METRIC model results showed greater coherence since it provided a greater number of dates with consistent results, thus being indicated as the most suitable model for building the time series.
STUDENTS’ STRATEGIES IN ACADEMIC WRITING: A STUDY ON LEARNING STRATEGIES USED BY HIGH-ACHIEVEMENT STUDENTS AT STKIP MUHAMMADIYAH BONE

This research aimed to find out the strategies used by the high-achievement students in academic writing and to find out the lecturers’ perception about the strategies applied by the students at STKIP Muhammadiyah Bone. This research is a descriptive qualitative research that applied two research questions. The data was collected from the subjects that consist of six students and one lecturer. The research subjects were chosen by purposive sampling technique. The researchers were the main instruments of the research and applied interview and taking research notes by using observation sheets. This research used interview and observation to collect the data. The writing class activities were observed and the respondents were interviewed. The results were analyzed descriptively. Based on the data analysis, it was found that students used different learning strategies in academic writing. Students A and C used cooperative learning strategy because they enjoyable in small group discussions before make decision while Students B and E used mapping strategy who like follow the structured writing stage of writing. Student D used spider web strategy that refers to arrange the ideas more structured and Student F used collaborative learning strategy that student who like giving and asking help. The lecturer’s perception indicated that students who learnt writing skill use different strategies based on their understanding level. The findings and conclusions noted that the learning strategies applied by the students in this research based on their achievement level and learning style. By these strategies, the students are capable to increase their writing skill by using the appropriate strategy.
ORGANIZATION OF THE EDUCATIONAL PROCESS IN A MODERN HIGHER EDUCATION INSTITUTION BASED ON A FACILITATIVE APPROACH

the article elucidates the peculiarities of reforming the educational process in institutions of higher education and defines the relevance of the activities of the modern teacher of institution of higher education institution as a facilitator; analyzes and summarizes the features of the implementation facilitative approach in the educational space of the modern HEI; the publication contains generalizations and conclusions about the content and peculiarities of implementation facilitating approach in the professional activities of scientific and pedagogical workers of HEI.