Reviewerly/exHarmony huggingface dataset:
Preserving and reusing architectural design decisions

The software architecture is one of the most influential factors for the success or failure of a software system. The decisions made when managing the software architecture form the basis of a software system. When you forget these architectural decisions, and the reasons behind these decisions, it becomes difficult and expensive to change and maintain the system. In this research, we show how you can capture the decisions in connection with the source code or documentation of the system. For example, one of the developed research tools described in this thesis enables annotation and management of decisions when writing or reviewing architecture documentation. In this way, architectural decisions are connected with the documentation of the system, making it easier to access and maintain them. Next, we investigate how architecture decision are made in practice. We looked at the characteristics of the decision, like the person making the decision or the way in which the decision is preserved. We saw that there are small indicators for success: development experience helps to make better decisions, while large documentation slows projects down. Last, we further investigated the possibility to reuse previously made architectural decisions. We created a computer program that mined more than 1.300 online open source projects for specific architecture decisions. From this, you can see which decisions are made more often and why. This can be used by decision makers to make better decisions faster.
"Real-World" De-Identification of High-Dimensional Transactional Health Datasets.

This paper presents a framework for addressing data access challenges associated with secondary use of high-dimensional transactional datasets that have been extracted from electronic health/medical records (EHRs). These datasets are subject to the data de-identification "curse of dimensionality" [1] which manifests as substantial challenges to preserving analytical integrity of data contents when high-dimensional datasets must be de-identified and deemed free of Personal Information (PI) prior to disclosure. A large array of methods can achieve this objective - for low dimensional datasets. However, these methods have not been scaled up to the types of high-dimensional data that must be sourced from the transactional EHR if the objective is specifically to generate products that can inform point-of-care clinical decision-making. The Applied Clinical Research Unit (ACRU) in Island Health is implementing a process that addresses key privacy challenges inherent in disclosures of high-dimensional transactional health data. This paper presents a schematic and abbreviated rendering of key principles and processes on which the ACRU approach is based.
PROMOTION OF LIFE SKILL EDUCATION FOR ADOLESCENTS

This article focuses on the importance of Life skill education, which is an educational application of life skills to develop psycho social competence which helps an individual to develop his/her positive behaviour, so as to deal with the challenges and demand of everyday life. It is psycho social because it mainly deals mental functions such as awareness, attitude, leadership, creativity, appreciation and interaction with self, others and environment. It is a study of abilities, coping with peer pressure, emotion conflict and stress. UNICEF in 2009 has recommendation life skills based education should be given with the regular education. It has insisted LSBE should be contributed to a self inclusive gender free educational setting. Therefore research on LSBE is carried out massively in all parts in the world related to this education recently.
MDS Self-Dual Codes and Antiorthogonal Matrices over Galois Rings

In this study, we explore maximum distance separable (MDS) self-dual codes over Galois rings G R ( p m , r ) with p ≡ − 1 ( mod 4 ) and odd r. Using the building-up construction, we construct MDS self-dual codes of length four and eight over G R ( p m , 3 ) with ( p = 3 and m = 2 , 3 , 4 , 5 , 6 ), ( p = 7 and m = 2 , 3 ), ( p = 11 and m = 2 ), ( p = 19 and m = 2 ), ( p = 23 and m = 2 ), and ( p = 31 and m = 2 ). In the building-up construction, it is important to determine the existence of a square matrix U such that U U T = − I , which is called an antiorthogonal matrix. We prove that there is no 2 × 2 antiorthogonal matrix over G R ( 2 m , r ) with m ≥ 2 and odd r.
Usage of electronic resources by the students of engineering colleges in southern Tamilnadu, India

This paper is an attempt to study the usage of electronic resources among the students of engineering colleges in Southern Tamilnadu. This study requires both primary and secondary data. The primary data are collected from the respondents at engineering colleges by using questionnaire. The random sampling method was adopted for collecting primary data. A sample including engineering students were chosen from 10 selected engineering colleges in Southern Tamilnadu, India. A total number of 450 questionnaires were distributed. Secondary data are collected from various books, journals, magazines, newspapers and records. From this study, it is clear that majority of the respondents report the privacy problem is the prime problem in using electronic resources and they need workshop and classes for the effective use of e-resources.
Modes and Types of Objects

R objects exist within an object system. R has three object systems of which this book covers two: S3 and S4. S4 is a newer version of R and contains a new way to approach R programming. S3 is an earlier version. Both versions run concurrently. S4 offers powerful new methods, but to use those methods a solid knowledge of S3 is necessary. This book includes S4 syntax but focuses on S3 syntax.
First Possible Marsquake Detected

First earthquakes, then moonquakes, now marsquakes: a robotic lander comes through with the first detection of seismic activity on Mars.
Analisa Metode Perceptron Prediksi Penyediaan Buku Perpustakaan Sesuai Kebutuhan Mahasiswa (Studi Kasus di Universitas Islam Negeri Sumatera Utara Medan)

As a public organization, libraries are required to provide services according the expectations of the users, which can provide real-time information, timely and easily accessible in accordance with the needs of the users of library services including students. The need for a library book that fits the needs of students is important in order to help the learning process better and can help broaden students. With Perceptron algorithm is one way to predict what books are much needed student. The data relating to the provision of library books analyzed and categorized. Next will be processed using Artificial Neural Networks which will provide an output that supplies information about the library books that fit the needs of students in the future.
Disparity estimation using multilevel and global information

Deep convolutional neural networks have shown prominent performance in stereo matching. However, current network architectures lack performance in exploiting context and global information to finding corresponding points in ill-posed regions. A stereo matching network without postprocessing is proposed to solve this problem. This network combines the improved multilevel feature pyramid pooling module with the light two-dimensional (2-D) convolution subnetwork to efficiently utilize multilevel information and global information. In the multilevel feature pyramid pooling module, the base image feature is extracted by cascading three small convolution filters. Features of a stereo image pair are calculated by hierarchically fusing and pooling features information of the same scale after using the residual network. Multilevel semantic information is fully utilized to improve the robustness of image feature representation in multilevel feature pyramid pooling module. In the light 2-D convolution subnetwork, low-level structural information is obtained from the target image by three concatenated convolution layers with small convolution filters. Low-level information is used to rectify matching cost with global view to improve matching accuracy. The experimental results on the Scene Flow dataset, the MPI Sintel dataset, and the Middlebury dataset show that the performance obtained by the proposed network can be improved in the ill-posed regions. Matching accuracy is competitive compared to other results obtained by end-to-end networks without postprocessing.
Research Guides: #1Lib1Ref UKLibraries - 2019: About #1Lib1Ref

Imagine a world where every librarian added one more reference to Wikipedia. Wikipedia is one of the first stops for readers and researchers. Let's make it better!
The effectiveness of strategic of accounting information systems in achieving security in shadow of the electronic commerce: field study in the Jordanian commercial banks

This study aimed to know the extent of strategic effectiveness of the accounting information systems in achieving security in the shadow of the electronic commerce. The descriptive analytical method has been used, and the questionnaire for data collection. A simple random sample has been selected from the total number of the study sample’s individuals by (25%) to reach (309) individual, the questionnaire has been distributed as the study sample individuals, (300) questionnaires were returned valid for analysis and (9) questionnaires were rejected because they did not satisfy the requirements. The percentage of the returned questionnaire valid for analysis was (97%), which is a very good percentage for the purposes to achieve the study goals. After conducting the statistical analysis processes the study reached a number of results, the most important: The presence of a relation with statistically significance at significance level (a=0.05) for the strategic effectiveness of the accounting information systems and achieving security in the shadow of the electronic commerce.
Creating Article-Level Discovery of Print-Only Foreign Language Journals: A Case Study of SALToC’s Distributed Approach

Foreign language journals are important components of interdisciplinary area studies collections at research libraries. In the US, although these are low-use materials almost by definition, they are indispensable for many types of research. Coordinated collection development among key libraries with shared interests in these materials is often the best way of broadening the collective collection, strategically reducing duplication to free up resources for broader acquisitions while relying on collection sharing infrastructures to implement shared access to the journals.
Diversification and Coarse-Grained Metaheuristics

The metaheuristics have to explore the search space successfully i.e., their search process has to explore distinctive areas of the search space and to move to unexplored parts of the search space.There are numerous factors that affect this important feature of the metaheuristics that lead to getting high quality solutions.Recently, it has been shown that the performance of the coarse-grained algorithms outperforms many other parallel algorithms.This work experimentally investigates the impact of the key parameters of the coarse-grained algorithms such as migration on the diversification (creating various solutions in order to investigate the search space on the global level) of these algorithms and subsequently their ability to find high quality solutions.The observed results show comparable recommendations.
Report on the performance of AtlantOS observing system

A report providing an assessment of the adequacy of the cur-rent observing and information system (with results from five pilot countries) will be determined and properly documented. Key findings, experiences and recommendations will be for-mulated to evolve the Integrated Atlantic Ocean Observing System (AtlantOS).
Utilization of Innovative Technology in Library

Innovation has changed the manner in which the libraries serve their clients and this change will proceed later on. To give numerous customary data administrations, libraries are growing new abilities and taking new jobs that are important to help innovation base administration. The new data innovation encourages enhanced administration of physical and money related assets. The advances in innovation and its accessibility at lower cost, has likewise raised desires for clients from custodians and libraries . Keywords: ICT, Library Services, QR Code, Weblogs Cite this Article Sanjay M. Memane. Social media use in academic libraries: Advantage and Disadvantage. Journal of Advancements in Library Sciences . 2019; 6(Special Issue 1): 443s-445s.
See in Still Water: A Short Study on Experiencing and Representing Lake

This paper attempts to discuss a possible way of seeking a temporary dwelling place for the soul and keeping a sense of "whereness" in an ever changing world.The study first analyzes the conceptions of "whereness" and still point, proposing the water face as the satisfactory means to achieve it on the basis of analyzing Thoreau's Walden, then in a comparative way this paper examines several texts concerning the experiences and representations of physical and spiritual contacts with running water like rivers or still water like lakes, among which the texts concerning the English lakes are given main attentions.The study finds that the preferable mode of experiencing and representing lake denotes the universality and should be adopted more.
Development Of The Blended Learning Model Of The Data System Of Data Basis In Faculty Of Computer Science, Banten Jaya University

This study aims to develop a database system product as a learning system teaching material with the application of e-learning. The method used in this study is the method of research and development (R &amp; D). The development model used is the Dick and Carry Instructional Development Model. The steps for developing learning materials begin with needs analysis and formulation of objectives, instructional analysis, identifying early learner behaviors and characteristics, writing specific instructional objectives, writing benchmark reference tests, developing learning strategies, developing instructional materials, designing and implementing formative evaluations, revisions, obtaining desired instructional system. In general conclusions, validation from learning design experts 93%, material experts 95% and media experts 94% so recommending learning materials can be used. In individual trials 91.95%, small group trials 92.24% and in the 92.82% field trials, the database system teaching materials are feasible to be developed using e-learning models. Then the basic competencies to be achieved and indicators of the presentation of material on learning materials and e-learning programs in the database system subjects have been very good and easily understood by students.
Study on the Translation of Trademarks Between Chinese and English

With the globalization of the world, many products in China are exported to foreign countries. Therefore, the translation of trademarks is necessary and important. This paper introduces the equivalence phenomenon in the translation of trademarks and some common translation skills.
Demo: ROX Player A Xiangqi Playing Robotic System

This demonstration presents a Xiangqi (Chinese chess) playing robotic system which can play against human players on physical chess board. With RGBD camera and deep learning algorithms for detection and recognition, our system tracks chess board, pieces and human actions to manipulate the pieces with a robotic arm implementing the move strategy from AI Xiangqi engine. We conducted experiments to verify the usability of our system and the user feedback demonstrates that our system provides a better game experience than traditional GUI interaction.
Blockchains: aspects of intellectual property law

Blockchains are at the source of numerous innovations, be it in the insurance, the financial or the distribution sector, many of which are very promising. However, from the moment innovative technologies appear the issue of the stimulation of their development arises. Most of the time, blockchain-related innovations are developed in an open-source or free software framework. Nevertheless, more and more patents have been filed on blockchain applications. Hence, how are the philosophies driving blockchain communities and intellectual property compatible? Are there any risks that arise from the filing of patents on the developments of blockchain-based technologies and business methods? And finally, are blockhains going to revolutionalize the intellectual property system itself? These are the issues that the present chapter attempts to deal with.
STUDI ANALISA TEBAL PERKERASAN PADA HALAMAN PARKIR FAKULTAS HUKUM DAN EKONOMI UNIVERSITAS 17 AGUSTUS 1945 SAMARINDA

Road pavement is a layer that is located on the subgrade that has been compiled, which serves to carry the load of traffic then spread the load, both horizontally and vertically and finally forward the load to the subgrade so that the load on the subgrade does not exceed the carrying capacity of the soil. The pavement layer of a road consists of one or several layers of rock material and bonding material. Some types of road pavement that are known today are rigid pavement, flexible pavement and composite pavement. Parking yard of the Faculty of Law and Econom y of the Universit as 17 August us 1945 Samarinda is one of the supporting facilities that are also planned along with the construction of a new building on the faculty. Considering the ground level of the old parking lot level of the university was still low so that when receiving rainwater runoff it takes a long time to dry, so in planning the parking yard in the Faculty of Law and Economics it is necessary to be counted to get the best quality also effective and efficient products from economic aspect Data collection in the field is the parking yard location data, average daily traffic data (LHR) and documentation. Other supporting data, obtained from related institutions. While the calculation method used use d the Bina Marga method (Pd-T-14-2003) for rigid pavement types and Component Analysis methods for flexible pavement types. From the results of the calculation it can be concluded that the analysis of thickness pavement on the parking lot of the Faculty of Law and Econom y o f the Universitas 17 August us 1945 Samarinda with a rigid pavement type is obtained 19 cm concrete plate thickness using Concrete K-250 while the flexible pavement type obtained thickness of the surface layer is 4 cm using Laston MS-744 with a foundation layer using 15 cm Class A Aggregate.
GRAPH DATABASE AND SQL DATABASE: A Comparative Study

Abstract Today's reality is that everything being more and more interconnected. And as reality being developing into that situation, the information realm has to cope with this new situation - more interconnected, more interrelated objects. One important component in managing information is database. The current established database is relational database, in which information of objects are saved in tables, and their relationship with other objects in foreign key constraints. This relational database is proven to be reliable and robust, but there is a new database development where the interconnectivity between objects being the focus. This new kind of database is called graph database. As a new breed of database, we want to compare graph database with the established relational database. Having some works been done on this database comparison,  here we focus on  the subjective and objective review of usage easiness and the response time of graph database compared to relational database As the result, querying graph database is more natural than relational database. The cypher query language is easy to understand and intuitive. Adding depth of query in cypher language is just like adding a link of a chain. On the other hand, the query response time of relational database is much better than graph database. Current implementation of graph database is still less impressive than relational database in term of time performance. Relational database is still the promising choice for time-critical application.
DEVELOPING WEB-BASED READING LEARNING MATERIALS FOR GRADE VIII STUDENTS OF SMP NEGERI 8 MEDAN

This study aimed at identifying the needs of grade eight students of SMP Negeri 8 Medan in learning reading English using website and concerns on how web-based reading learning materials are developed for grade VIII students of junior high school. The nature of this study is Research and Development (R &amp; D). The steps were conducting the needs analysis, writing the course grid, storyboarding, writing the first draft, obtaining the experts’ judgments, revising the first draft, and finally writing the final draft. This study involved 32 students of the eight grade students of SMP Negeri 8 Medan as the research subjects. The instruments for collecting the data were questionnaires (needs analysis questionnaire and expert judgment questionnaires). The results of the needs analysis questionnaire were analyzed using percentage and the expert judgment were analyzed using descriptive statistics. Data got from the result of need analysis was being the basis in developing the product. The website was divided into five pages: Home, Start Up, Your Focus, Your Activity, and Grammar Corner. Then, based on the expert judgment, the website are appropriate for the grade eight students of junior high school. It was proved by the mean value of 4.2 for web based materials which cover the appropriateness of content, language, and presentation, and 4.5 for the website.Key words: Research and Development (R&amp;D), Website, Reading Materials, Junior High School
The state and trends of development of science and education in Modern Russian society

The article analyzes the state of education and science through the prism of socio-economic and ethical problems in modern Russian society. The subject of the research is the contents of the sections of St. Petersburg International Economic Forum devoted to education, science and personal development. Some speeches of iconic participants were analyzed. The theoretical basis of the research was the works of domestic and foreign authors of the socio-philosophical and sociological directions. The methodological basis consists of the general philosophical principles of consistency, conformity, completeness, complementarity, determinism and verification. The study used such socio-philosophical methods as a method of historical and logical unity in social cognition, specifically historical, historical-retrospective, and comparative historical. The main findings of the study: the main orientation in modern Russian society is the effectiveness of business development without a focus on public interests; the main task formulated for other social spheres and contradicting the proper: what exactly politics, society, education, science should give to business. Economy and business, being one of the spheres of society, should ensure the development of the country and welfare of the people. The key to the development of the country and welfare of the people is science and education, which, cannot be regarded as a source of income. The existing substitution of goals will lead to irreversible consequences. Measures to remedy the situation can only be taken by power; to which people delegated authority, defining the main purpose of their activities directed towards the growth of people`s welfare  and the prosperity of the country.
Tommy Robinson – Video Montage of his Hate Speech

Resisting Hate have put together 12 minutes of the hate speech spewed by Tommy Robinson to show just what kind of vile hater this man in. He has used ...