Reviewerly/exHarmony huggingface dataset:
Text Summarization

This chapter will cover text summarization using natural language processing techniques. Different types of text summarization techniques will be introduced with examples. You will gain the intuition behind summarization and be able to apply it to your iOS projects. After gaining the principal knowledge, we will use the built-in NLP capabilities in iOS to develop a smart iOS application that can summarize the given article.
Analysis of Software Engineering Database Programming Technology in Big Data Age

With the development of our country's current big data era, in software engineering database programming, relevant staff need to update and optimize the original software engineering database programming technology effectively according to the technology of big data, and construct the database programming model by using big data technology.Thus, the overall work can be well innovated.The related staff should constantly improve their technical level, understand the advanced software engineering database programming technology in the big data era, so as to effectively improve the efficiency of work.
VOLDELIG LYD

At our concerts we want to be firestarters for chaos, the unexpected, and fierce moshpits. We attempt to establish directionless energy with no particular purpose other than to fuck shit up in an everyday existence that we often feel to be dull, passive and predictable. Through this practice there is in particular one type of experience for which I have garnered an interest – what role danger and fear can play in a musical experience. And, right in the midst of it; the encounter of “zen” in chaos. When I, by chance, came across an article on danger music it became clear that danger in music already was conceptualized. What sort of experiences do we share? What accesses to understand the phenomena danger music is there? What place can these seldom and special experiences of mine of quiet, calm and clearness have in danger music?
OneDrive

In the last chapter, I discussed SharePoint Online and how it can help organize content around document libraries and sites at the organization level. In this chapter, I will discuss OneDrive, which allows content to be stored in Microsoft 365 and always available. OneDrive will allow you to store up to 1 (one) terabyte (TB) of content, which is then accessible from any Internet-connected device. OneDrive is geared toward the individual user, and there are two flavors currently offered by Microsoft: OneDrive and OneDrive for Business. I will focus on OneDrive for Business because it is included in your Microsoft 365 subscription, whereas OneDrive is targeted at consumers purchasing home subscriptions of Microsoft 365. For our purposes and discussion, I will refer to OneDrive for Business as just OneDrive.
Comparison of Element Distribution in Rare Earth-Rich Rocks from the Kangankunde and Knombwa Carbonatite Complexes

Rare earth (REE) minerals are often important constituents of carbonatites where they may be of primary igneous origin, such as some of the fluocarbonates in the Sulfide Queen carbonatite at Mountain Pass, or be the result of late stage metasomatic, hydrothermal or supergene processes.
A Classical Methodology of AES Algorithm using Cipher Key

Expanding might want information insurance in PC systems diode to the occasion of numerous cryptanalytic calculations hence causing information immovably over a transmission connect is basically vital in a few applications. Equipment usage of cryptanalytic calculations square measure physically secure than bundle executions since outside aggressors can't change them. So as to accomplish better in the present intensely stacked correspondence systems, equipment execution could be an insightful choice as far as higher speed and dependableness. In This paper shows the gear utilization of Advanced cryptography dynamic (AES) rule abuse Xilinx-virtex five Field Programmable Gate Array .In solicitation to achieve higher tempo and lesser freedom Sub PC memory unit movement, Inverse Sub PC mu action, join Column action and Inverse solidify Column assignments square measure arranged as LUTs and Read Only Memorie .
Exploring the Java Libraries

Abstract This chapter covers a small sample of classes from some of the packages in the Java libraries. It begins with some coverage of the Object class, and the “clone” method, before looking at some other classes in the “java.lang” package (Math, System, and the wrapper classes). This is followed by coverage of two classes from the “java.util” package (Locale and Currency). Next, the chapter introduces classes from the “java.text” package that can be used to format and parse numbers and currencies. The final package covered in this chapter is “java.time”, which provides classes for representing dates and times, as well the “java.time.format” package which contains classes for formatting the data from these objects. The chapter concludes by explaining why it is important to reuse existing library classes as much as possible and become familiar with using the Javadoc to explore the classes and methods that can avoid unnecessarily writing new code, enabling the developer to concentrate on the code that really does need to be written.
Role of organisational aspects in requirements engineering processes of a socio-technical system: insights from e-governance case studies

Requirements engineering (RE) contributes to developing products of a socio-technical system. External triggers cause transitions in socio-technical systems; to manage transitions the products need to form stable designs. During RE and software development, organisations interact with rulesets (interoperations) and the organisational aspects influence interoperations. When we extend interoperations from socio-technical transition theory, it assists product development, including RE, and contributes to the stabilisation of product designs. With an approach that analyses inter-organisational interactions, the author extended one of the existing transition theories and identified improvements to organisational aspects. With diverse heuristics and analytic views, we can examine the phenomenon (interoperations) and requires studying it in its settings; so, used a multi-case study method to represent diverse interoperations. Selected traditional software development cases of e-governance and represented all socio-technical transition trajectories. The author extended socio-technical transition theory and contributes to inter-organisational body-of-knowledge by adding additional categories to inter-organisational approach.
Python Basics

This chapter explains basic programming concepts. After an overview of common Python distributions, we show how to use Python as a simple calculator. As a first step toward programming, variables and expressions are introduced. The arithmetic series and Fibonacci numbers illustrate the concepts of iteration and branching. We conclude this chapter with a program for the computation of a planet’s orbital velocity around the Sun, using constants and functions from libraries and giving a small glimpse at objects in Python.
General AI

People use their cognitive skills to solve a wide range of problems whereas computers solve only a limited number of specific problems. A goal of artificial intelligence (AI) is to build on its previous success in specific environments to advance toward the generality of human level intelligence. People are efficient general-purpose learners who can adapt to many situations such as navigating in spatial environments and communicating by using language. To compare human and machine reasoning the AI community has proposed a standard model of the mind. Measuring progress in achieving general AI will require a wide variety of intelligence tests. Grand challenges, such as helping scientists win a Nobel prize, should stimulate development efforts.
A Cost Improvement Rule Victimisation

Cloud computing is an effective technique used by developers and other users to implement different use styles. We will take up an issue in this paper which is very popular in the present era. “Storage-as-a-Service” is a category in cloud computing that uses cloud to store data with internet assistance. These online services use other categories of cloud computing namely “Infrastructure-as-a-Service, Platform-as-a-Service, and Software-as-a-Service”.“Storage-as-a-Service (Staas)” is made available for the public use at certain prices. There are many service providers that are charging unreasonable amounts of money. So, we have come up with a better algorithm to overcome this problem. Our algorithm resolves the issue of transferring the data objects from one tier to another by excluding the prior information of the accesses. This algorithm allows us to find the breakthroughs for making transfer decisions.The proposed system makes sure that the Service Level Agreement (SLA) and reliability of reservations does remodel diverse resources and provide a tool that reduces victimization through Two-Tier StaaS.
Illinois court case could open floodgate of claims

The case doesn't sound that significant. On 25 January, the Illinois Supreme Court ruled that an amusement park called Six Flags Great America was wrong to collect the thumbprint of a 14 year-old-boy to put on his entry pass to the park.
Parameter Tuning of a Sampling Technique for Change Prediction

Change prediction is very essential for producing good quality software. It leads to saving of lots of resources in terms of money, manpower and time. Predicting the classes during early phases can be done with the help of model construction using machine learning techniques. Every technique requires approximately equal distribution of classes (balanced data) for an efficient prediction. In this study, we have used a sampling approach to balance the data. We observed the improvement in accuracy after the models are trained on the balanced data. To further improve the accuracy of the models, the default parameters of the sampling approach have been adjusted /tuned. The results show the improvement in accuracy after sampling and parameter tuning.
Chinese Character Translator on Mobile Phone using Optical Character Recognition and Bing Translator API

Chinese language is one of the international languages whose have users almost 35% of the world's population.Nonetheless the Chinese language has problems in learning how to write and how to read because it is in the form of characters or symbols so that it is more difficult to learn it.Chinese characters that used today is simplified Chinese character with approximately 3000 common characters that daily used.This character / symbol can also be written in Latin alphabet form called hanzi / hanyu pinyin.Some application developers such as Yellow Bridge, Google, Qhanzi, and Bing have provided translator applications from the Chinese characters to the Latin alphabet and vice versa.The application provided is generally still web-based and does not involve the ability to input the shape of a Chinese character in the form of an image, for example image input either from a file or directly from a camera input.This research try to build a Chinese character translator application using Tesseract Optical Character Recognition (OCR) Engine to retrieve the Chinese characters from the image, then translate it using a translator on the Bing API.This application will running on mobile phone.So the user could use image or mobile phone camera as an input.The test results show that the application can operate on various Android devices.OCR Engine has been able to perform the translation function with 74% success rate.The input image could have tolerance angle of approximately 15 degrees.
Unambiguity of Python Language Elements for Static Analysis

Welcome to the 21st IEEE International Working Conference on Source Code Analysis and Manipulation (SCAM 2021)! We hope that you enjoy the conference and that it will inspire you in your future research. Should you require a certificate of participation please contact Alexander Serebrenik, the general chair of SCAM, at a.serebrenik@tue.nl. For questions related to the Morressier virtual platform please contact support@morressier.com.
Improving Students’ Achievement Motivation Through Role-Play

The background of the study is the low achievement motivation of the students in which they are unable to show their potential optimally. This study aims to increase the students ‘achievement motivation through role-play. The study employed a quasi-experimental method with a non-equivalent (pretest and posttest) control group design. The participants of the study were the grade X students of Senior High School 6 Bandung in academic year 2019/2020. The result shows that students’ achievement motivation is increased through role-play. Role-play technique is able to provide changes in the students’ attitudes which are supported by the results of the assessment conducted on selected students as assessors.
Social and Pedagogical Design of Extracurricular Activities As an Urgent Problem of Modern Education

This article makes an attempt to prove the importance of the theoretical substantiation of the socio-pedagogical design of extracurricular activities from the standpoint of the professional and personal development of teachers of a general educational organization, included in the organizational forms of pedagogical interaction. The main attention in the work is focused on the description of the model of social and pedagogical design, the conditions for its implementation in the educational organization.
Study on Learner Activity Centered Music Class - Composition of Action Learning

본 연구의 목적은 학교 현장에 적용 가능한 학습자 참여 중심 활동과 액션런닝을 구상하여 실제 수업에 적용하는 것이다. 본 연구자는 4명의 음악 교사와 함께 2019년 5월부터 2주간 간격으로 8회 모여 학습자 중심 수업과 액션런닝에 대해 이론적 학습을 하고 수업의 실제를 연구하여 학교 음악 수업에 적용하였다. 참여 교사들이 수업 주제를 자율적으로 선정하였고 학습자 중심 학습을 위해 악기연주 활동, 공연 기획, 음악 감상하기 활동 등을 연구 과제로 선택하고 활동을 개발하였다. 학생 활동 중심 수업을 위한 교육방법과 교수·학습 활동에 대해 고찰하고 수업에 적용한 연구를 통해 얻은 결론은 다음과 같다. 첫째, 학생들이 새로운 방식의 수업에 대해 거부하지 않고 긍정적인 자세로 활동에 임하였다. 둘째, 학생들이 이 전 실시하였던 교사중심의 수업 방식에 비해 능동적인 태도로 학습에 임하고 스스로를 성찰하는 변화를 보였다.The purpose of this study was to design a student-centered learning and action learning lesson plan that is applicable to current classrooms. The researcher collaborated with four music teachers - in two week intervals from May, 2019 - to study the theoretical and practical aspects of student-centered learning and action learning. They developed student-centered activities and tasks and implemented into classroom lessons. Participating teachers autonomously chose the subjects of the lessons. To create a student-centered learning environment, they developed and incorporated music activities such as playing instruments, musical performance based on action learning project, and listening activities. This study examined the teaching method, instruction, and classroom activities and tasks for student-centered learning. The main results are summarized as follows: First, implementing this new approach, student-centered learning, promoted high level of student engagement and students’ motivation and interest about the music lesson. Second, unlike teacher-centered instruction, student-centered allowed students to be reflective thinkers and be active in their learning.
Physico-chemical modeling of hidrothermal mineralization processes at Ni-Co-As (± U-Ag), Co-S-As (± Au-W), Cu-Co-As (± Sb-Ag) deposits.

A generalization of the results of the study of the composition of metal-bearing fluids of cobalt deposits of hydrothermal Genesis, formed in different geodynamic settings in connection with the formation of alkaline and alkaline-basite intrusions and dikes. To determine the physical and chemical parameters of ore deposition from fluid inclusions in minerals, both traditional and new instrumental methods of thermobarogeochemistry were used: thermo-and cryometry, RAMAN spectroscopy, concentration of ore and petrogenic elements in individual fluid inclusions were evaluated by LA-ICP-MS. The obtained results served as the basis for the study, the main task of which was the thermodynamic modeling of the conditions of joint transport and deposition of Co, Ni, Cu, Fe, Mg, Ca, Ag, Au, Bi, U, Pt and Pd C calculation of a number of equilibrium States of the hydrothermal system, the composition close to the natural ore-forming fluids. Physical and chemical factors of native deposits-gold, silver, platinum and palladium in the ores of such deposits are revealed. The obtained data can serve as a basis for the development of correct genetic models of ore-forming systems of cobalt deposits and contribute to solving the problems of their search.
The chemistry and petrogenesis of igneous rocks of the Karoo central area, southern Africa. 1984. Kraai River Pass.xls

&lt;p&gt;Analyses in this dataset are from the following primary sources:&lt;/p&gt; &lt;p&gt;Bowen, MP (1979) Some petrological aspects of the Omega Member flow unit, Barkly East District. Unpublished BSc Honours project, Rhodes University, 83pp.&lt;/p&gt; &lt;p&gt;Pemberton, M (1979) A study of the massive unit of the Omega Member near Barkly East. Unpublished BSc Honours project, Rhodes University, 44pp&lt;/p&gt; &lt;p&gt;Minne, HFD (1975) A study of a sequence of lava flows in the lower part of the Drakensberg Subgroup near Barkly East. Unpublished BSC Honours project, Rhodes University, 38pp&lt;/p&gt; &lt;p&gt;Pemberton, J (1978) The geochemistry and petrology of Karoo basalts of the Barkly East area, north-eastern Cape. Unpublished MSc thesis, Rhodes University, 139pp&lt;/p&gt; &lt;p&gt;Barrie, PD (1977) The Kraai River Formation: a petrographical and geochemical study of an occurrence in the vicinity of Barkly East. Unpublished BSC Honours project, Rhodes University.&lt;/p&gt; &lt;p&gt;Major element analyses from original source. All trace elements redetermined in 2004.&lt;/p&gt;
Shared Patron-Driven Acquisition Within a Consortium: the OCUL PDA Pilot

In September 2010 members of the Ontario Council of University Libraries (OCUL) participated in a patron-driven acquisitions (PDA) pilot to determine how this purchasing model might be adapted to a consortium. OCUL understood that developing a model that would allow patrons to purchase titles for different collections would be complicated. Careful thought went into balancing the needs of individual members with the needs of the consortium. This paper describes the project and examines the results from three distinct perspectives in the hopes of gaining a better understanding of the challenges and opportunities of PDA at a consortial level.
Regularized Deblurring using Directional Prior with Sparse Representation

Blind deconvolution defined as simultaneous estimation and removal of blur is an ill-posed problem that can be solved with well-posed priors. In this paper we focus on directional edge prior based on orientation of gradients. Then the deconvolution problem is modeled as L2-regularized optimization problem which seeks a solution through constraint optimization. The constrained optimization problem is done in frequency domain with an Augmented Lagrangian Method (ALM). The proposed algorithm is tested on various synthetic as well as real data taken from various sources and the performance comparison is carried out with other state of the art existing methods.
Knowledge Graph and Its Applications in MOOC and SPOC

As the core driving force to promote the development of artificial intelligence, knowledge graph provides a new power for education and teaching in the era of education information 2.0.Flipped classroom has achieved a significant change in the way of teaching and learning, but it lacks the process of constructing individual knowledge of learners, the content and relevance of learning generation.The attention of group wisdom on the implicit content such as the form and degree of individual support and its visualization.This paper introduces the knowledge of knowledge graph, and then Application of knowledge graphping in MOOC and SPOC.
Research on the application of situation form judgment in command training based on K nearest neighbor data mining algorithm

Based on k nearest neighbor algorithm, this paper discusses the training method of assistant commander to judge the situation in command training, and focuses on judging the situation level of a certain area in a specific event. Firstly, KNN model is introduced . Then, after understanding the principle of the algorithm, python tool is used to calculate, classify and visualize the test samples of 13 regions. Finally, according to the distance between the test sample and the test sample, the level ' risk ' of the test area X is calculated, and then a reference training method is proposed for the training of decision-making ability in command training to assist command training.
Ontological Paradox of Computer-Based Technologies Used in Education and Learning.

This study sought to investigate the ontological paradox of computer-based technologies used in education and learning. The argument of this article is that today, the use of computer-based technologies to enhance learning and disseminate knowledge is indispensable; however, this leads to an onto-educational shift in the way we regard intellectual development of learners as a subjective factor in education and the employed learning technologies themselves; a natural human subjective element of learning and knowledge is considered to be ineffective, while technologically stored and transferred facts of knowledge are given higher regard. Computer-based technologies used in education are appraised and institutionalized to the height that learners are sometimes unable to reflect on their own without recourse to the aid of such technologies. It is not enough to employ technology and technologically enhance learning, but also we have to question its impact on the intellectual development of learners. Appropriating Heidegger’s phenomenology, the ontology of the human subject provides a philosophical and normative foundation for a comprehensive analysis of the use of computer-based learning in the technological frame since it allows us to rethink more seriously about subjective factors in education in today's growing technological society. This article recommends that the embracement of educational and learning technologies should consider both subjective and technological aspects; a blended education and learning system would be appropriate.&#x0D;
Novel Recommendation-Based Approach for Multidisciplinary Development of Future Universities

Multidisciplinary sustainable development is an important and complex system for comprehensive universities. Typically, a comprehensive university’s objective is to create a free, open, and diversified ecosystem of disciplines. Given finite available resources, e.g., funding or investment, configuring the formation of disciplines is critical. Understanding the interrelationships among different disciplines is challenging. Rather than directly wading through massive high-dimensional interrelated data, we judiciously formulate the cumbersome configurations of disciplines as a discipline recommendation problem. In this paper, we propose a novel data-driven approach to the configuration of disciplines based on a recommendation to predict and recommend an appropriate configuration of disciplines. The proposed approach exhibits good performance against standard metrics on real-world public data sets. It can be implemented as an attractive engine for constructing disciplines for universities.