Reviewerly/exHarmony huggingface dataset:
WITHDRAWN: Web log analysis using Spark with solution recommendation

The robustness required by the web server that operates behind those giant service providers must be taken into account in today's world, where any service is accessible on the internet in the form of large sites or exceptional web applications. The businesses spend a great deal of money on maintaining these servers so that they work always at their highest level. The amount of data that is transacted and the intricacies involved in the Internet every microsecond is beyond man's imagination. The server needs to run 24X7 to make it easier for their demanding clients. Incidents, however, have contributed to millions of dollars losses for the organization due to a malfunction of a company server and it merely emphasizes the value of a stable server. Each server contains details about the requests that it has previously handled, called web server logs, and it is extremely valuable because it gives us information about the potential reasons for the server failure. For a certain period, famine attacks (DDOS attacks) and many others may be overloaded. The web server's audit logs include details about the response code it generates and should the error codes involved be well examined, the reasons for a server failure might probably be identified. We aim to review the error code documents to gain their information and evaluate web server logs using a solution-recommendation framework that informs the server administrator of the potential reasons for any previous server breakdowns and how it can be prevented. For analysis, we will be using Apache Spark keeping in mind its in-memory processing of data, making it a lot faster than Map Reduce of the Hadoop ecosystem which goes for batch processing.
Organizational Culture Barriers and Facilitators for Instructional Innovations at the Faculty of Education

Organizational culture influences instructional innovations at universities by either allowing or hindering the development of innovations.Therefore, this study aims to demonstrate the organizational culture barriers and facilitators for instructional innovations at Turkish universities.Research methods: Using the qualitative method, this study draws upon 20 interviews with academic staff members to uncover the details
KNN Imputation Missing Value For Predictor App Rating On Google Play Using Random Forest Method

Developers and application users are key to the market's impact on application development. In the development of application, developers need to accurately predict applications in the market, accurate prediction results are crucial in showing the rating of the user affects the success of an application. In data retrieval, there is missing data. Lost Data is done by the process of missing value Imputasi using KNN Imputation. Predictions will be done using the random forest algorithm as a method used to predict app ratings. The combination of the KNN method for the first imputation of using a random forest algorithm is better than without imputation. It can be seen from using a random forest algorithm with an average of 91,4465% accuracy results, the result is better than the prediction without the imputation of the missing value with an accuracy result of 75,8465%.
A Hybrid Model for Documents Representation

Text representation is a critical issue for exploring the insights behind the text.Many models have been developed to represent the text in defined forms such as numeric vectors where it would be easy to calculate the similarity between the documents using the well-known distance measures.In this paper, we aim to build a model to represent text semantically either in one document or multiple documents using a combination of hierarchical Latent Dirichlet Allocation (hLDA), Word2vec, and Isolation Forest models.The proposed model aims to learn a vector for each document using the relationship between its words' vectors and the hierarchy of topics generated using the hierarchical Latent Dirichlet Allocation model.Then, the isolation forest model is used to represent multiple documents in one representation as one profile to facilitate finding similar documents to the profile.The proposed text representation model outperforms the traditional text representation models when applied to represent scientific papers before performing contentbased scientific papers recommendation for researchers.
MINERALOGY AND STABLE SULFUR ISOTOPES OF THE SULFIDE MINERALIZATION IN THE KURADAWE AREA, MAWAT OPHIOLITE, KURDISTAN REGION, NORTHEASTERN IRAQ

The study area is located in the Kuradawe village, 30 Km NE of Sulaimania City, in the east of the Kurdistan Region. The sulfide mineralization in the Kuradawe area is hosted by gabbro of the Mawat ophiolite. The petrographic study shows that the metagabbro has various microdomains, which contain different amphiboles and plagioclase. This indicates that the original magmatic rock and minerals were influenced by metamorphic overprint. The mineral assemblage of the metagabbro is represented by white amphibole, green amphibole, plagioclase, chlorite, quartz, epidote, pyrite, chalcopyrite, goethite and hematite. The metamorphic history can be subdivided into three stages (M1, M2, and M3). The first stage of metamorphism is recorded by the formation of green amphibole (tschermakite) replacing clinopyroxene. The second stage shows a decrease of temperature and pressure which resulted in the formation of white amphibole (tremolite); growing on the previous amphibole. While the late stage of metamorphism is recorded by the formation of chlorite and epidote. Three stages of mineralization are concluded from ore microscopic study: orthomagmatic stage, hypogene stage and supergene enrichment stage. Pyrite and chalcopyrite represent the main primary sulfide ore minerals. Hematite and goethite are the secondary ore minerals occurring as alteration products of the primary ore minerals. The δ34S values of the sulfides range from + 7 to + 9 ‰, which indicate granitic composition for the mineralized fluids.
A Study on Decision-Making Opinion Exploration in Windows-Based Information Security Monitoring Tool Development

In the information era, information security monitoring tools would be helpful for enterprises/organizations to monitor employees’ computer usage behaviors and improve their information security protection. The Windows-based operating systems have the largest market share in the world. Therefore, the study target is the development of a Windows-based information security monitoring tool in this study. We proposed an assessment model for developing an information security tool in this study to explore the significances of functionalities in a Windows-based information security monitoring tool and the decision-makers’ decision opinions. We adopted four steps with four study methods: the literature study method, the Delphi method, the analytic hierarchy process (AHP) method, and the analysis methods related to data-driven decision-making in the proposed model. In Step 1, we studied some literature about information security monitoring, and we discovered 26 functionalities as the decision criteria in this study. In Step 2, using the Delphi method, we confirmed the decision criterion set with potential decision-makers and organized the decision criteria hierarchy. In Step 3, we designed an AHP questionnaire to get the criterion weight vectors from the 12 decision-makers. With the AHP method, this study received the weights of the decision criteria and found that the 16 functionalities among the 26 functionalities should receive their corresponding developing priority in a Windows-based information security monitoring tool. Finally, we used the Pearson correlation coefficient and cosine distance to explore the correlations and similarities among the decision-makers’ decision opinions. This study found the relevance among the decision-makers’ decision opinions in a Windows-based information security monitoring tool developed with the Pearson correlation coefficients/the cosine distances among all pairs of decision-makers’ decision opinions.
Experiments and Descriptive Analysis in The MariaDB Database Cluster System to Prepare Data Availability

A database server called the Database Management System (DBMS) that relates tables in a database is called the Relational Database Management System (RDBMS). DBMS/RDBMS is a computer program that provides data services for computers or other computer programs. One of the RDBMS type database server (hereinafter referred to as a database server) is MariaDB. The database server is in charge of managing and providing data, so data must always be ready, fast presented, accurate, and safe, it cannot be damaged or even lost. One way to provide this data is to install several database servers using the concept of replication in the Multiple Server Database system. Replication in a cluster server database is a method of installing several database server nodes that allow between node servers to copy each other and distribute data from one node to another database server node, which then synchronizes data between server nodes to maintain data consistency. This study looks for the most optimal number of minimal database server nodes to provide accurate, fast and safe data on the MariaDB Cluster RDBMS. From the results of the replication test from the cluster server database, it can be concluded that the number of 3 (three) node servers can be known to always synchronize and consistency of data between server nodes, so there are 3 (three) nodes of minimum database node with MariaDB RDBMS.
The Analysis of Cohesive Devices used by Tertiary English Students in Writing English paragraphs

The present research aimed at investigating kinds of cohesive devices and the problems of using those cohesive devices in writing English paragraphs. 10 undergraduate English students from an institute in Curup, Bengkulu, Indonesia were involved as the participants purposively. Document analysis was conducted towards students’ written paragraphs to garner the data about kinds of cohesive devices, and they were then interviewed to reveal information with respect to their problems of using cohesive devices. The data were analyzed using an interactive model. The present research revealed that the students had used some kinds of cohesive devices such as references in the form of personal pronoun and demonstrative reference. They used conjunctions in the form of additive, adversative, and clausal conjunctions. They used reiteration in the form of making repetitions of the same words. This condition indicated that they had moderately been able to use general cohesive devices. However, there were some more cohesive devices they had not used because of their complexities. In terms of problems, they had no problems of using references. However, they had varied problems in using substitution, ellipsis, conjunction, reiteration, and collocation. It implied that English writing lecturers needed to help students cope with such problems of using cohesive devices by applying explicit teaching.
The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications

This paper presents the ideas for the 2021 ImageCLEF lab that will be organized as part of the Conference and Labs of the Evaluation Forum—CLEF Labs 2021 in Bucharest, Romania. ImageCLEF is an ongoing evaluation initiative (active since 2003) that promotes the evaluation of technologies for annotation, indexing and retrieval of visual data with the aim of providing information access to large collections of images in various usage scenarios and domains. In 2021, the 19th edition of ImageCLEF will organize four main tasks: (i) a Medical task addressing visual question answering, a concept annotation and a tuberculosis classification task, (ii) a Coral task addressing the annotation and localisation of substrates in coral reef images, (iii) a DrawnUI task addressing the creation of websites from either a drawing or a screenshot by detecting the different elements present on the design and a new (iv) Aware task addressing the prediction of real-life consequences of online photo sharing. The strong participation in 2020, despite the COVID pandemic, with over 115 research groups registering and 40 submitting over 295 runs for the tasks shows an important interest in this benchmarking campaign. We expect the new tasks to attract at least as many researchers for 2021.
The Use of Cinematherapy Techniques in Developing Religious Tolerance in Students with Multicultural Education Insights

The purpose of this article is to describe the development of religious tolerance of students through group counseling activities with cinema therapy techniques with multicultural education insight (experimental studies at Xaverius Bukittinggi High School).This study uses a quantitative approach with quasi experimental designs pretest and posttests.The population of this research was the tenth grade students of Xaverius Bukittinggi High School Xaverius and the sampling technique used was purposive sampling.The steps in this research were; conducting preliminary studies, literature studies, collecting data, analyzing data (by using normality test, homogeneity test and t test) and making conclusions.The results of this study proves that the development of religious tolerance for the students' of SMA Xaverius Bukittinggi in general is considered in good categories.After the experiments have been proven; there is a significant difference in the religious tolerance of experimental group students before and after group counseling activities with multicultural education-oriented cinema therapy techniques, there is no difference in the religious tolerance of control group students before and after group counseling activities without using cinema therapy techniques with multicultural education-oriented techniques, and there are significant differences in tolerance religious students in the experimental group with the control group after group counseling with cinema therapy techniques with multicultural education insight.From the results of this study it was proved that the development of student religious tolerance through group counseling activities was effective by using cinema therapy techniques.The results of this study can be used as consideration for developing a counselling program for the development of religious tolerance in high schools.
Physical Education In The Structure Of Professional Education

Physical culture acts as an integral quality of a personality, as a condition and prerequisite for effective educational and professional activity, as a generalized indicator of the professional culture of a future specialist and as a goal of self-development and self-improvement. It characterizes the free, conscious self-determination of a person who, at different stages of life development, selects and assimilates those values that are most significant for him from a variety of values.
Correlation between Reading Comprehension and Listening Comprehension Skills in Completing TOEFL-PBT

TOEFL or Test of English as a Foreign Language is a language test to measure someone English ability academically in English communication. In TOEFL-PBT, the participants mostly use their receptive skill and their vocabularies to answer the questions, including in writing test receptive skill is used to understand the sentences given as writing themes. According to Macmillan Dictionary (Macmillan Dictionary, 2019), receptive skills is the skills of being able to understand a language when you listen to it or read it. Listening and reading are considered to be receptive skills. Based on the explanation above, the purpose of this study is to determine wheter there is a correlation between reading ability and listening ablility in completing TOEFL-PBT. Research methodology  this study used quantitative method. A statistical data from the using of correlation formula in microsoft excel were used to evaluate the result. The scores of listening comprehension test and the scores of reading comprehension test are the instruments were used to measure listening and reading skills. Based on result of this research, there are a correlation between listening comprehension skills and reading comprehension skills in completing TOEFL PBT that indicate had strong relationship (0.60-079). It can be meant that listening comprehension can affected to reading comprehension.
Towards Time-Optimal CACD Motion Primitives with Smooth Transitions

The present paper aims to study the time-optimal path planning problem for a wheeled mobile robot in an obstacle-free environment with given initial and final configuration and considering constraints on maximal permissible velocity, acceleration, and jerk. The path consists of analytically derived constant acceleration and constant deceleration (CACD) motion primitives, which at the junctions also ensure smooth transitions of curvature, vehicle’s acceleration, and jerk. Smooth path planning is chosen to prevent instant changes of acceleration that improves the driving comfort, the tracking performance and lowers wear of actuators. Conducted experiments confirm that the proposed motion primitives form a feasible, time-optimal path under given dynamical constraints.
Patterns of WH-Question in English used by EFL Students

The aims of this research are: (1) To describe how the teacher teach the students about WH question, and; (2) To find out how far the students have competence to product WH question in English at the SMPN Satu Atap Uelincu. This research was a qualitative. Data were collected from observation and interview. The sources of data were students and English teacher. The findings show that EFL students at the SMP Negeri Satu Atap Uelincu have a good competence to use the pattern of WH question in English. Keywords: patterns, WH questions
Implementation of Online E –Auction to Overcome the Problem of Corruption with Effective and Efficient Procurement with Transparency

This research paper explores the concept of e-Auction, an increasingly form of online procurement. There is fixed delivery policy. This is a fully dynamic system which can be easily operated by the users. This research paper explores all the increasing form of online procurement. Online e auction system is gaining popularity day by day because of its ease of making online bidding and selling or buying. Users can freely go the website and register there and it’s ready for selling or buying their product. The main thing that is needed to be there is trust among the users, so that they can easily register and take part in the process without having any doubt regarding security. The aim of any online system are related with two points that are: 1.Customer satisfaction 2.Business purpose. Therefore, to meet these requirements there must be need of making enhancements in the online auction system. This paper will explore the all forms of online procurement that we can make to improve the current system.
Electronic Government Development Strategies Using Frameworks COBIT 5

At this time, Information technology in the government or called by electronic government (e-government) is an absolute necessity and must be continuously developed as an acceleration tool in strategic policy and decision making. Utilization of e-government aims to improve performance and productivity, improve budget efficiency, transparency and accountability in the delivery of service activities to the communities. The incessant use of e-government in the government both central and regional, of course, not only produces benefit or value to the organization, but also gives a variety of problems and obstacles. To guarantee the benefit and value by using e-government and minimize various problems and obstacles, it is necessary to build information technology governance in the e-government development. In the information technology governance, an organization does not only build information technology facilities and infrastructure, but how information technology is used be able to achieve organizational goals, is able to play a role in the organization's strategic decision making processes and policies and remains in harmony with the architecture framework of information technology development that is has been established. To achieve information technology good governance, strategies are needed in developing existing e-government. The first step is to evaluate the implementation of e-government. Evaluation is done by measuring the level of maturity of e-government that has been applied. This measurement includes a strategic plan for information technology management, maintenance of information technology facilities and infrastructure, management of information technology services that are sustainable and the last is oversight of information technology governance. The scope of this research is e-government which has been implemented in the Ministry of Law and Human Rights in the Special Region of Yogyakarta. The research method used is a quantitative method using a questionnaire instrument and using the 5th edition of the Control Objective for Information and Related Technology (COBIT) framework model to determine the level of maturity in the information technology governance process. This study will provide an overview of information technology governance has been implemented and produce recommendations that is needed to improve and develop a comprehensive information technology governance.
Fixed Forms of Behavior as Excessively Rigid Behavior in Normal and Pathological Individual and Group Systems

This article is devoted to the problem of excessively rigid behavior, which the author has named "fixed forms of behavior" (FFB). This term was suggested to me by the concepts of P. Janet (idée fixe), S.Freud (Fixierung), and D.Uznadze (fiksirovanaya ustanovka - fixed set/attitude). By FFB, the author understands a broad spectrum of behaviors of a person or a group of people, which, according to the cultural norms of a given society for persons of a certain age, gender, and status, have become inappropriate, yet are repeated in situations objectively requiring that they change; the degree of realization and acceptance of the need for this change can vary.Through literature analysis and the collection of experimental data over many years of research, in which over 1,150 persons took part - 550 healthy subjects and 600 mental patients from a broad spectrum - and on the basis of a biopsychosocionoetic model of the nature of man and his health, and a system-network approach, it has become possible to distinguish the following models to explain the nature of fixed forms of behavior: neurodynamic, energy-economic, phylogenetic, person-environment relationship, dispositional, stressogenic, pathogenic, psychodynamic, learning (behavioral-cognitive), system (an excessively rigid system and structural relations between levels of action).
Federation in the Enterprise

This article describes the fundamentals of enterprise identity federations, focusing on SAML and OpenID Connect (a protocol built on OAuth2.0). It will also contain common scenarios where federations are used and high-level terminology. Academic identity federations are out of scope but are mentioned briefly for comparison.