Reviewerly/exHarmony huggingface dataset:
Intro to the “Core” Blender Source Code

The goal of this chapter is to familiarize you with the Blender “core” source, and is intended to be the starting point for the rest of the book. Blender’s codebase is written primarily in the C programming language. Part of this introduction is a preliminary discussion of Blender’s CMake build system. Additionally, we provide an execution trace of how Blender registers an operator, and of the execution of its callback. Much of this book will be easier to digest, if you make an effort to browse the source code in a text editor—ideally, after reading the associated passage. If you have not yet downloaded and compiled the Blender source code, you will eventually want to do so. However, this chapter may be read first.
Stylistic differences across time and register in Japanese texts: A quantitative analysis based on the NINJAL corpora

This book presents empirical methodologies and insights into the field of spoken and written discourse, in syntax, lexis, in corpus-based research and its applications to Japanese language education, and an exploration of the differences across time and register in diachronic Japanese language corpora. As such, it is divided into four parts, which are presented below with a brief overview of each chapter.
Non-linear State-space Model Identification from Video Data using Deep Encoders

Identifying systems with high-dimensional inputs and outputs, such as systems measured by video streams, is a challenging problem with numerous applications in robotics, autonomous vehicles and medical imaging. In this paper, we propose a novel non-linear state-space identification method starting from high-dimensional input and output data. Multiple computational and conceptual advances are combined to handle the high-dimensional nature of the data. An encoder function, represented by a neural network, is introduced to learn a reconstructability map to estimate the model states from past inputs and outputs. This encoder function is jointly learned with the dynamics. Furthermore, multiple computational improvements, such as an improved reformulation of multiple shooting and batch optimization, are proposed to keep the computational time under control when dealing with high-dimensional and large datasets. We apply the proposed method to a video stream of a simulated environment of a controllable ball in a unit box. The study shows low simulation error with excellent long term prediction capability of the model obtained using the proposed method.
Toward hybrid quantum entanglement between trapped ions and neutral atoms

Trapped ions are excellent quantum networking nodes, yet limited by photon transmission range. We report integration of single-photon conversion with trapped ions, allowing for extended communication range and hybrid networking with neutral-atom nodes.
교육과정 실행 요인 관점에서 고찰한 한국어(KSL) 교육과정의 개선 방향 연구

This study explored in what directions the 2017 KSL curriculum shouldbe improved in order to be properly implemented in the field. To thisend, it was analyzed according to the implementation factors, directionof action, validity, clarity, and feasibility factors, and the followingimprovement measures were derived: (1) From the action directionfactor, it should be designed as a framework in which teachers canreconstruct the curriculum from the perspective of mutual adaptation.(2) In terms of validity, the contents of teaching and learning andlanguage materials should be organized according to achievementstandards. In addition, it is suggested that the 2017 KSL curriculumcould be organized so that it can be cross-referenced with theachievement standards of this curriculum by establishing therelationship between upper or other curriculum. (3) In terms of clarity,the contents of culture and academic language proficiency must bepresented in detail. In addition, it is required to specify the details ofteaching and learning methods by each school level and Korean level.(4) In terms of feasibility factors, it is suggested to present aneffective teaching and learning methods of this curriculum operated asa grade-free system, and to provide a curriculum manual.
ELECTRONIC TEXTBOOKS IN FOREIGN LANGUAGE CLASSES AS A MEANS OF INCREASING STUDENT MOTIVATION

The effective teaching of foreign languages has always been at the forefront of the problems of modern linguistics. The article researches the problem of increasing the motivation of non-linguistic higher education institutions students to study a foreign (English) professional language by using electronic textbooks in the classroom. The formation of motives for learning a foreign language is a necessary step in the work of a non-linguistic higher education institution teacher. The author considers the motivation of students of higher education institutions as a necessary component of the educational process. According to the author, the application of electronic textbooks in teaching English process is one of such methods that best diversifies the learning process. In this article, we have analyzed how an electronic textbook can affect the attitude of students of a higher education institution towards a foreign (English) language and their level of motivation. That’s why, 95 first-year students (3 groups) of Vinnytsia National Agrarian University were offered two questionnaires in a foreign (English) language to determine the motivation for studying the professional English and their attitude to the application of electronic textbooks in the educational process to increase motivation. The research results showed that its implementation in the educational process was successful in increasing the level of motivation of students to study the discipline, because most students found a positive attitude towards using the proposed electronic resource in language learning. We believe that the application of an electronic textbook in a professional foreign (English) language is effective if it is systematically applied during the school year, because the form of organization of the educational process under consideration significantly increased students’ motivation to study a foreign (English) professional language. However, university professors must apply different approaches and strategies to create a supportive learning environment where students feel interested, confident in achieving their learning goals. Key words: foreign language, motivation, electronic textbook, university students.
Breeding Gender-aware Direct Speech Translation Systems

In automatic speech translation (ST), traditional cascade approaches involving separate transcription and translation steps are giving ground to increasingly competitive and more robust direct solutions. In particular, by translating speech audio data without intermediate transcription, direct ST models are able to leverage and preserve essential information present in the input (e.g. speaker's vocal characteristics) that is otherwise lost in the cascade framework. Although such ability proved to be useful for gender translation, direct ST is nonetheless affected by gender bias just like its cascade counterpart, as well as machine translation and numerous other natural language processing applications. Moreover, direct ST systems that exclusively rely on vocal biometric features as a gender cue can be unsuitable and potentially harmful for certain users. Going beyond speech signals, in this paper we compare different approaches to inform direct ST models about the speaker's gender and test their ability to handle gender translation from English into Italian and French. To this aim, we manually annotated large datasets with speakers' gender information and used them for experiments reflecting different possible real-world scenarios. Our results show that gender-aware direct ST solutions can significantly outperform strong - but gender-unaware - direct ST models. In particular, the translation of gender-marked words can increase up to 30 points in accuracy while preserving overall translation quality.
Improving method of instruction in classrooms

During lecturing, a whiteboard is the instructor's most used tool. While the instructors provide lecture slides to students, the whiteboard contains more valuable information which all are erased as the lecture progress to make space for new content. In this work, a study is performed to improve method of instruction by using an iPad and Apple pencil as a digital whiteboard and marker with a projector. A digital tablet allows to provide all the notes written during a lecture to be saved and provided to students. The technology is used in the classroom to be used as a cheaper and better alternative to the instructor's computer and whiteboard without need of any new software or hardware requirements. The study showed that iPad and apple pencil could be an effective instructor tool if the instructor can utilize available iPad apps.
Recent Virtual Reality Advances In Psychotherapy: A Highly Selective Review

Virtual reality has proved its effectiveness in cognitive and behavioral therapies, particularly exposure therapies, for a wide range of mental disorders. Whether in symptoms detection or treatment, virtual reality has been used for the past 25 years and its techniques are constantly evolving. In this article we present and analyze a state of the art of the most recent work including Virtual Reality in psychotherapy for various mental disabilities, and thus cite the strengths of each study and deduce its weaknesses and shortcomings. The aim of this article is also to look beyond what is being done today, and to navigate towards new promising fields that can be included in psychotherapy Like Machine Learning and Affective Computing that could play a very important role in the future of Cognitive and Behavioral Therapy.
고시 ｢동성고차장｣의 모의 양상 고찰

This study analyzed the mock works of 12th ancient poems by LuJi and WeiYingWu and examined the characteristics of these works and the focus of creation. The 12th ancient poems were evaluated as a combination of two separate works due to its unnaturalness between the first and the second half. The pseudo-classical poetry of LuJi and WeiYingWu reflect the periodical characteristics of the Wei Chi Nan Bei Dynasties and the Tang age while simulating all the passages. The pseudo-classical poetry of LuJi unfolded the content according to the meaning of the original poem, but focused on the linguistic and formal characteristics of the work. However, The pseudo-classical poetry of WeiYingWu also used a method of refining the first and second half in the process of making the connection naturally but he changed the subject of the simulations or changed the nature of the ancient books so that his feelings were reflected to the pseudo-classical poetry. This was a more difficult task than LuJi’s, and it was a creative process that unfolded its own lyricism immanently, although the format was pseudoclassicism.
Construction of Quantization Strategy Based on Random Forest and XGBoost

Quantitative investment refers to an important decision that uses a combination of digital and computer algorithms to help investors make decisions. It has a history of 30 years. As computer algorithms become more and more intelligent, a number of investors in modern times are making quantitative investment with the aid of artificial intelligence. This article discusses methods for predicting the stock movements based on the machine learning. The prediction results obtained from two models of random forest and XGBoost are compared. The historical closing data of the Shanghai and Shenzhen 300 shares at the end of the current month, which acts as the source of data for the prediction model, was calculated based on the EMA, RSI and ROC indicators to obtain the relatively weak indicators, the receiver's working characteristic curve and the exponential moving average. According to the random forest and XGBoost accuracy rate, the accuracy rate and the F score are compared to obtain the experimental results. The accuracy of XGBoost is 78%, and the accuracy of random forest is 72%. Experimental results show that, compared to Random Forest, the yield and sharp ratio of XGBoost are 6% higher. The model employed in this paper incorporates the disadvantages of the linear model, and with the model, the stock profit is verified and the stock risk is predicted, which provides a reference for the investor in their decision-making.
LibGuides: UNICORNS! - The Ultimate Guide to Finding Everything Unicorn in the Library: Home

This LibGuide is for students in elementary school. The goal is for the students to use this LibGuide to find anything and everything unicorn in the library. From fairytales and folklore to magical and funny stories to interactive websites and apps. UNICORNS! - The Ultimate Guide to Finding Everything Unicorn in the LibraryThis LibGuide is for students in an elementary school setting. The goal is for the student to be able to use this LibGuide to find anything and everything unicorn in the library.
Family Stability and Crisis Expressed in Image and Story on Family

본 연구의 목적은 모래상자와 가상환경을 이용하여 가족이미지와 가족이야기에 표현된 가족유형을발견하고, 안정적인 가족과 위기 가족의 특성을 분석하는 것이다. NVivo12 프로그램을 사용하여21~28세의 일반인 104명이 모래상자와 가상환경에 표현한 222개의 가족이미지와 가족이야기를 분석하였다. 연구결과 긍정적인 가족이미지와 긍정적인 가족이야기를 표현한 안정적 가족, 부정적인가족이미지와 긍정적인 가족이야기를 표현한 가식적 가족, 부정적인 가족이미지와 부정적인 가족이야기를 표현한 단절된 가족, 긍정적인 가족이미지와 부정적인 가족이야기를 표현한 피상적 가족의네 가지 가족유형이 발견되었다. 표현매체의 차이와 시간의 흐름에도 불구하고 각 유형의 가족이미지와 가족이야기의 특징은 일관되게 나타났다. 본 연구를 통해 모래상자와 가상환경에 표현된 가족이미지와 가족이야기가 개인의 현실적인 가족특성을 반영한다는 사실을 확인하였다. 가족 안정성과위기 평가를 위한 가상환경기반 심리진단 도구의 유용성에 대해 논의하였다.The purpose of this study is to discover the types of family expressed in family image and story using sand tray and virtual environments and analyze the characteristics of family in crisis and stable family. Using the NVivo12 program, 222 images and stories on family expressed in sand tray and virtual environments by 104 ordinary people aged 21 to 28 were analyzed. Four family types were identified; positive image and positive story (stable family), negative image and positive story (fake family), negative image and negative story (broken family), and positive image and negative story (superficial family). Despite the differences in the medium of expression and the passage of time, the characteristics of each type of family image and story appeared consistent. This study confirmed how well family images and stories expressed in sand tray and virtual environments reflect the individual’s realistic family characteristics, which highlights the usefulness of virtual environment-based psychological diagnostic tools for evaluating family stability and crisis.
Impact of Effective Teamwork on Employee Performance: The case of the Telecommunication Companies in the Kingdom of Bahrain

Every company sets specific goals and objectives to realize. The success of the company in realizing these objectives and goals relies on many factors. One of these factors is the good and effective performance of its employees. Nowadays, there is a fierce competition among companies working in the same field and in the same market place. Therefore, there is greater emphasis upon the personal achievement of the working staff at work place; in which the effectiveness of teamwork is thought to have an impact upon the employee performance. The paper attempts to investigate the impact of effective teamwork (effective communication, level of trust, interpersonal skills, team cohesion, accountability) on employee performance in the telecommunication companies in the Kingdom of Bahrain. It also seeks to identify the extent of teamwork effectiveness in the telecommunication companies in the Kingdom of Bahrain. Moreover, it tries to identify the level of performance of the employees in the telecommunication companies in the Kingdom of Bahrain. The study belongs to the descriptive studies and it uses the quantitative approach. It uses the questionnaire form as the study tool. The sample consists of 200 members of those working at the telecommunication companies in the Kingdom of Bahrain. The data collected is analyzed by means of the Social Sciences (SPSS) version 22, where descriptive statistics, Pearson correlation analysis, mean scores and regression analysis are employed. The results show that the effectiveness of teamwork and employee performance in the telecommunication companies in the kingdom of Bahrain are high. Moreover, the results indicate the presence of a significant impact for teamwork variables (effective communication, level of trust, interpersonal skills, team cohesion), on employee performance, in the telecommunication companies in Bahrain.
Performance Improvement of Fisheye Stereo Camera by Bilateral-Like Filter

The purpose of this study is to develop a wide-range measurement system for parking support systems. A fisheye stereo camera is used as a sensor for this purpose. The fisheye camera has a wide angle of view, so it is suitable for parking assistance sensors. In previous research, distance measurement was performed using a fisheye stereo camera with a general method called binocular stereo, but the accuracy was insufficient. Therefore, this research attempts to introduce motion stereo in addition to binocular stereo. Since these two measurement methods have different properties, they can be expected to reinforce each other's weaknesses by fusing them. In the motion stereo, three types of matching are introduced. In this method, three types of measurement results with different baseline directions can be obtained so that the accuracy of distance measurement can be expected to improve by fusing. In order to take advantage of each measurement method, we propose a fusion method called bilateral-like filter. This filter gives the continuity of the measurement values obtained from the dense measurement of binocular stereo and the weight that takes into account the position in the image where the measurement accuracy of each method is high.
Controlling Atomic Qubits with Optical and Microwave Vortices

We predict behavior of atomic qubits in response to electromagnetic vortices, known as twisted photons: They can induce △m=±2 transitions between atomic levels and Zeeman sub-levels, while suppressing △m=±1 transitions only allowed for plane waves.
Employee Motivation on Organizational Performance In Selected Information Technology Support Service Companies In Kampala, Uganda

The purpose of this study is to establish the impact of employee motivation on organizational performance in Information Technology Support Service Companies in Kampala, Uganda. It focused on a case of three selected information technology support service companies; Iwat Solutions, Mercury Group and Sky Hi Technology. The objectives of the study were; (1) To evaluate the relationship between employee motivation and organizational performance, (2) To assess the relationship between employee motivation and employee commitment and (3) To determine the major factors that increase employee motivation in Iwat Solutions, Mercury Group and Sky Hi Technology. This study employed descriptive research and cross-sectional design. Existing literature was used. Simple random sampling and purposive sampling were used to select respondents. Interviews were used as techniques of data collection, while questionnaire and interview guides were used as data collection instruments. The data collected is both quantitative and qualitative. The study population of 96 employees gave the sample size of 77 respondents based on slovin formula. The major findings of the study indicated that there is a positive relationship between motivation of employee and organizational performance (r = 0.290, P-value
Speech Recognition: Transcription and Transformation of Human Speech

The specified subfield of computational linguistics and computer science can said to be linked with speech recognition. Speech recognition can develop new variation technologies as well as methodologies generated as interdisciplinary concept.  It can be considered to translate and recognize and satisfy the capability towards understanding and translating the words that are already spoken. It is more preciously said that in the most recent times this field has secured positive feedback by intense learning of voice recognition. Such evidences shows the proof that it has more market demand for implementing the application of specific data as voice recognition.  Deployment of speech recognition systems can be utilized as the evidence shown to its analyzing methods that is helpful for designing each and every individual’s future.  It is said that the computer plays an important role for this process as by this all the translated words can be acknowledged by the texts also.
Improvement of the Firework Algorithm for Classification Problems

Attracted numerous analysts’ consideration, classification is one of the primary issues in Machine learning. Numerous evolutionary algorithms (EAs) were utilized to improve their global search ability. In the previous years, many scientists have attempted to tackle this issue, yet regardless of the endeavors, there are still a few inadequacies. Based on solving the classification problem, this paper introduces a new optimization classification model, which can be applied to the majority of evolutionary computing (EC) techniques. Firework algorithm (FWA) is one of the EC methods, Although the Firework algorithm (FWA) is a proficient algorithm for solving complex optimization issue. The proficient of the FWA isn't fulfilled when being utilized for solving the classification issues. In this paper we previously proposed optimization classification model according to the classification issue. At that point we legitimately utilize the model with FWA to solve the classification issue. Finally, to investigate the performance of our model, we select 4 datasets in the experiments, and the results indicate that an improved FWA can upgrade the classification accuracy by using this model.
PROFIL PENERIMAAN DIRI MAHASISWA CALON PENDIDIK DAN IMPLIKASINYA BAGI LAYANAN BIMBINGAN PRIBADI : Studi Deskriptif terhadap Mahasiswa Calon Pendidik Fakultas Ilmu Pendidikan Universitas Pendidikan Indonesia Angkatan 2018

Arnik Agniya Fikriyah. (2019). Profile of Self-Acceptance in College student Candidates for Educator and the Implications for Personal Guidance Services. (Descriptive Study in College student Candidates for Educator in the Faculty of Education UPI at class 2018).This research is motivated by a phenomenon that students feel inferior in relationships, embarrassed because they are not the same as the conditions of others, lack confidence in their abilities and physical appearance and there are still students who are not brave enough to express his opinion. This study aims to determine the description of self-acceptance of college student candidates for educators of the Faculty of Education UPI 2018 and produce a program of personal guidance services. Through the personal guidance program that has been made, it is expected that the ability of self-acceptance of college student candidates for educators of the Faculty of Education UPI 2018 can be improved. This research was conducted using quantitative approaches and descriptive methods. Analysis of this research data using the Rasch Model. The results of the research that the self-acceptance profile of college student candidates for educators of the Faculty of Education UPI 2018 are in the conditional self-acceptance category. That is, most of the self-acceptance of college student candidates for educators of the Faculty of Education UPI 2018 are able to accept themselves.Keywords: self-acceptance, college student, Personal Guidance