Reviewerly/exHarmony huggingface dataset:
On assuring the accurate alignment of laser sheets for planar and stereoscopic PIV

Several calibration techniques have been proposed in the literature for the calibration of two-component two-dimensional (2C-2D) particle image velocimetry (PIV) and three-component two-dimensional (3C-2D) stereoscopic PIV (SPIV) systems. These techniques generally involve the use of a calibration target that is assumed to be at the exact centre of the laser sheet within the field of view (FOV), which in practice is very difficult to achieve. In 3C-2D SPIV, several methods offer different correction schemes based on the computation of a disparity map, which are aimed at correcting errors produced due to this misalignment. These techniques adjust the calibration of individual cameras to reduce the disparity error, but in doing so can create unintended errors in the measurement position and/or the velocity measurements, such as introducing a bias in the measured three-component (3-C) displacements. This paper introduces a novel method to ensure accurate alignment of the laser sheet with the calibration target so that the uncertainty in displacement measurements is less than or equal to the uncertainty inherent to the PIV and hence, no correction scheme is required. The proposed method has been validated with a simple experiment in which true displacements are given to a particle container (illuminated by an aligned laser sheet) and the measured 3C displacements are compared with the given true displacements. An uncertainty of less than 7.6 micrometres (equivalent to 0.114 pixels) in the measured 3C displacements demonstrates the effectiveness of the new alignment method and eliminates the need for any ad hoc post-correction scheme.
ResearchGuides: How to Search: Google Scholar

Instructions for searching for different types of documents in the library databases Instructions on how to link Google Scholar to SBVC's databases and search for articles.
Experiences from a Data Analysis of Crimes against Humanity

espanolEl analisis de datos es un area ampliamente estudiada y de la cual existen muchas aplicaciones que permiten decubrir particularidades en los dominios donde se aplica y que pueden ser de gran utilidad. En este trabajo describimos un proceso de analisis de datos aplicado a dos sistemas que almacenan declaraciones y testimonios de delitos de lesa humanidad. Siguiendo un objetivo especifico, que involucra la transformacion de datos de texto en informacion geo-referenciada, describimos la actividades necesarias para cumplirlo, las decisiones realizadas y las lecciones aprendidas. EnglishData analysis is a widely researched field, where innumerable applications allow to discover domain particularities that are specially useful. In this paper, we introduce the data analysis process that we applied to two different systems storing information about statements and testimonies of crimes against Humanity. We describe the activities, design decisions and lessons learned from implementing a specific goal, which involves transforming text data into georeferenced information.
Mapping the current landscape of research library engagement with emerging technologies in research and learning: final report

Part of the ARL-CNI-EDUCAUSE joint initiative to advance research libraries’ impact in a world shaped by emerging technologies, this report by Sarah Lippincott identifies strategic opportunities for research libraries to adopt and engage with emerging technologies, with a roughly five-year time horizon. Lippincott considers the ways in which research library values and professional expertise inform and shape this engagement, the ways library and library worker roles will be reconceptualized, and the implication of a range of technologies on how the library fulfills its mission. This study builds on a literature review covering the last five years of published scholarship—primarily North American information science literature—and interviews Lippincott conducted with a dozen library field experts in fall 2019.
Text Document Clustering: Wordnet vs. TF-IDF vs. Word Embeddings

In the paper, we deal with the problem of unsupervised text document clustering for the Polish language. Our goal is to compare the modern approaches based on language modeling (doc2vec and BERT) with the classical ones, i.e., TF-IDF and wordnet-based. The experiments are conducted on three datasets containing qualification descriptions. The experiments’ results showed that wordnet-based similarity measures could compete and even outperform modern embedding-based approaches.
Penggunaan Komik Untuk Mengembangkan Keterampilan Menyampaikan Pendapat Siswa pada Pembelajaran Bahasa Indonesia

Not all children in elementary schools can express opinions, some children are still reluctant to prefer passivity and silence when agreeing opinions. This causes because children are still experiencing difficulties in expressing what is in their thoughts and feelings, the child has not been able to ask for his opinion, as well as the media used by teachers in the learning process in class. Therefore, researchers are interested in using media to develop skills to express students' opinions. The results showed an increase in the average value on the assessment of the results of the pretest by 65.51, then the average value added increased at the posttest to 84. This was supported by the results of t-test calculations on the expertise supported by students and sig (0,000) &lt; 0.05. The data shows that learning media is promising in developing the skills of conveying students' opinions.
LibGuides: Freedom to Read Week: Resources for Banned/Challenged Books

A guide to Freedom to Read Week for teachers, students, and those interested in intellectual freedom.
Direct Lightning Flash Protection of Satellite Antenna

Abstract It will cause some problems like improper way of lightning protection and improper height of lightning rod in the design for direct lightning flash protection of satellite antenna, which may increase the probability of lightning strike, due to the lack of express provisions in relevant standards about satellite antenna lightning protection level and direct lightning flash protection ways. A way was presented for the determination of lightning protection level based on probability and risk assessment of lighting through a specific instance, by comparing the probability of lightning, costs and difficulties for construction between two different types of lightning protection ways under the same conditions for indirect lightning protection, an appropriate way was proposed for direct lightning flash protection by using lightning rod installed on the satellite antenna.
Library Guides: Collection Development Committee (CDC): Meeting Notes

Previously the Collections and Online Resources Working Group – The CDC has been recently established and is composed by all faculty with liaison responsibilities.
4IR and Right to Education in Nigeria: Synergybetween Legal Instruments and Stem Education

Laws and policies have important roles to play in advancing the Fourth Industrial Revolution (4IR) through Science, Technology, Engineering and Mathematics (STEM) research in Nigeria. STEM education and knowledge brings about development by converging scholars across the world with recent research discoveries. In order for Nigeria to reap the maximum benefits from the 4IR, its legal system must come in line with the principles advanced by the 4IR. It is important to state that the laws which have been enacted before the contemporary era are inadequate and obsolete.&#x0D; Education (STEM education inclusive) which will benefit the most from thenewrevolution would demand new legal instrumentsthat are adequate and effective to cater for the legal and policy demands of the 4IR by bringing forth a more current and inclusive legal protection for all the relevant beneficiaries. Using doctrinal methodology, thispaperexamines4IR and right to education in Nigeria with a view to establishing the relationship between the legal instruments and STEM education with the objective of advancing the agenda of the relevance of all fields of education for the next generation.The paper is divided into six sections and the findings show that, education (STEM education inclusive) is bedeviled with many challenges andthe extant laws are inadequate to solve them.Thus, making the goal of 4IR unachievable in Nigeria. To reach the greatest dexterities in all works of life, the paper concludes by bringing the significance of laws and policies that wouldaccommodate free STEM education in secondary and tertiary school levels in order to answer the call for 4IR. It recommends research collaboration across STEM fields for integrated curriculum and an amendment of the Constitution. It also advocates for gender equality and investing more in STEM education for having a transformative shift in Nigeria for the purpose of achieving 4IR.
Design and Implementation of Geospatial Data Services for Agriculture

With the rapid development of sensor and data technologies, the volume of agricultural-related Earth observation data has been expanded exponentially. Meanwhile, these data are tremendously diverse in terms of the format, sensor, heterogeneity, and quality. Geospatial Web service technologies have shown great potential to build the infrastructure for the collaborative sharing of distributed resources; it is widely used in geospatial data system development for fulfilling the requirements from different organizations. In order to maximize the utilization of the agro-geoinformation, geospatial data service technologies could play a crucial role in agricultural data planning, collection, curation, transformation, analysis, dissemination, cataloging, discovery, access, mining, visualization, quality control, privacy, provenance, and long-term preservation. This chapter discusses how to design and implement standard-based geospatial web services for the discovery, access, and management of the agricultural data interactively at the diverse geographic level. The agricultural data categories and life cycle are discussed. Emphatically, the architecture of geospatial service, implementation of service functionalities, and standardization are demonstrated. The solution of the agricultural data retrieval efficiency is proposed.
Network Space Search for Pareto-Efficient Spaces

Network spaces have been known as a critical factor in both handcrafted network designs or defining search spaces for Neural Architecture Search (NAS). However, an effective space involves tremendous prior knowledge and/or manual effort, and additional constraints are required to discover efficiency-aware architectures. In this paper, we define a new problem, Network Space Search (NSS), as searching for favorable network spaces instead of a single architecture. We propose an NSS method to directly search for efficient-aware network spaces automatically, reducing the manual effort and immense cost in discovering satisfactory ones. The resultant network spaces, named Elite Spaces, are discovered from Expanded Search Space with minimal human expertise imposed. The Pareto-efficient Elite Spaces are aligned with the Pareto front under various complexity constraints and can be further served as NAS search spaces, benefiting differentiable NAS approaches (e.g. In CIFAR-100, an averagely 2.3% lower error rate and 3.7% closer to target constraint than the baseline with around 90% fewer samples required to find satisfactory networks). Moreover, our NSS approach is capable of searching for superior spaces in future unexplored spaces, revealing great potential in searching for network spaces automatically. Website: https://minhungchen.netlify.app/publication/nss.
THE CHALLENGES FACING THE EDUCATION SYSTEM INTO PANDEMIC CONDITIONS AND WAYS TO SOLVE THEM – GEORGIAN EXPERIENCE

2020 turned out to be a time of mobilization of special efforts for the whole world. Many countries have faced great challenges due to the widespread pandemic; it also has affected educational systems worldwide. Georgia was one of them, so Georgian government has begun to work hardly and has quickly switched to a new system, especially in education. In this topic, we will discuss the situation in Georgia in the education system before pandemic, what the Ministry of Education, Science, Culture and Sports of Georgia done, how schools and universities worked to introduction e-learning program for students and how they were engaged in this time. During this period we also conducted online survey of about 900 people of all ages, who were involved in e-learning process, including pupils, students, lecturers, and teachers. We studied how they assessed the e-learning process, what problems they faced, what they learned and how they would use this experience in the future.
국가직무능력표준(NCS)을 활용한 피부미용분야 직업기초능력 교육 요구도 분석

This study attempted to set priorities for aesthetic job-related education by analyzing the awareness of the need for foundation competency education...
Image Recognizing Based on the Architecture Integrated with CIM and CIS

CMOS image sensor (CIS) technology has made significant development in integrated circuits (ICs), offering competitive advantages in on-chip functionality, power consumption, and cost. However, it also faces some challenges, such as circuit complexity and processing speed. In recent years, computation-in-memory (CIM) architecture shows great advantages because it reduces data movement between memory and processing unit significantly. In this work, we propose an architecture integrated with CIS and CIM. The CIS pixel consists of a diode and three transistors, which is modified based on the traditional CIS pixel circuit. In the CIM block, a 4-bit 6-T SRAM and four multiplication transistors are used to store weight and perform product of weight and input, respectively. Signals from the CIS pixels are sent to the CIM block for on-chip image processing. We design and simulate an 8×8-pixel array and a CIM array with standard 180nm CMOS technology. This design achieves 2000/ps processing speed, 82.5% recognizing accuracy, presenting a promising solution for Non-Von-Neumann architecture devices in many applications.
Effects of collection zones and storage on hatchability and survival of feral helmeted guineafowl (Numida meleagris galleata pallas) eggs

The desire to shore up the shortfall in protein supply, the increased awareness of the importance of cholesterol free animal protein, like guineafowl, and the need to conserve their wild genes, have necessitated studies on improved captive breeding of feral helmeted guineafowl. Hence, this study was aimed at determining the effects of ecological zones and storage systems on the guineafowl eggs. Guineafowl eggs (n=214), were collected from identified and monitored-nests within the Kainji Lake National Park (KLNP) and Old Oyo National Park (OONP). Out of 91 eggs collected from KLNP, 32 and 38 were stored at room temperature (RT-21-25°C) and refrigerator (RF-17-20°C), respectively for five days prior to incubation while 21 eggs were not stored (NS-27-29°C), and out of 123 collected from OONP, 70 and 19 were stored for five days prior to incubation at (RT-21-25°C) and (RF-17-20°C), respectively while 34 eggs were (NS- 27-29°C). Prior to incubation, eggs were weighed, the height and width were measured. The process was repeated after incubation for unhatched eggs. Candling was done three days before hatching at day 29 of egg incubation. Embryo status of unhatched eggs was determined by cracking the eggs. Descriptive and inferential statistics were used to analyse the data. The NS eggs from Kainji (7.60%) and Oyo (2.01%) had the lowest percentage shrinkage in weight across the three storage systems. The order was reversed in height with RF eggs from Kainji (0.96%) and Oyo (0.46%) having lowest. The least shrinkage in width of eggs from Oyo was recorded in the RF eggs (0.00%) and in NS (0.59%) from Kainji. Eggs candling showed that presumed fertile (opaque) was highest (69.10%) in NS eggs followed by RT (45.00%). There was no significant difference (p&gt;0.05) between the hatchability of eggs from the two parks though hatchability (7.60%) of Kainji eggs was higher than those of Oyo (7.40%). Further check on fertilization after incubation showed that RT (37.50%) eggs from Kainji were fertilized but were unable to hatch alive so also was RF eggs (21.10%). The study showed that the eggs sizes vary with ecozones while size of the eggs and storage systems affects hatchability and survival of feral helmeted guineafowl eggs in captivity.&#x0D; Keywords: Guineafowl; ecozones; storage systems; incubation; candling; hatchability
Library Guides: Copyright and Your Thesis or Dissertation: Reusing Your Published Work

This guide answers common copyright questions related to theses and dissertations, including reusing your own and others' content. This page provides information about reusing your published work in your dissertation or thesis.
Introducing A large Tunisian Arabizi Dialectal Dataset for Sentiment Analysis

On various Social Media platforms, people, tend to use the informal way to communicate, or write posts and comments: their local dialects. In Africa, more than 1500 dialects and languages exist. Particularly, Tunisians talk and write informally using Latin letters and numbers rather than Arabic ones. In this paper, we introduce a large common-crawl-based Tunisian Arabizi dialectal dataset dedicated for Sentiment Analysis. The dataset consists of a total of 100k comments (about movies, politic, sport, etc.) annotated manually by Tunisian native speakers as Positive, negative and Neutral. We evaluate our dataset on sentiment analysis task using the Bidirectional Encoder Representations from Transformers (BERT) as a contextual language model in its multilingual version (mBERT) as an embedding technique then combining mBERT with Convolutional Neural Network (CNN) as classifier. The dataset is publicly available.
ResearchGuides: Databases by Subject and Type: Databases by Subject

A list of the current library databases by subject. This guide walks first-time and returning researchers through the search process.
Perancangan Akademi Tari Dengan Konsep High Technology di Dago Bandung, Jawa Barat

ABSTRACTAs time passes by people are more depending on technology also leaving behind traditional culture and legacy from Indonesia traditional culture, especially the art of traditional dance and other kind of dance that exist in Indonesia, demand upon the art of dance has also decreased within the times.To solve this problem a dance academy will be designed with high technology concept in bandung to keep up with the times and also increase the demand for Indonesia’s traditional dances, the dance academy design is facilitated with high technology based system as a supporting system such as infographic board, academy access, voice recognition command, touch screen dance hall to attract demand for non local civilian so the dance academy will be much more interesting and people can learn the art of dance each other. Keywords : High Technology Architecture, Academy, Bandung, Dance Art
To provide Students with an understanding of the historical formation of the Maqomat System and Shashmaqom in a Traditional Singing Lesson

The tasks of restoring national values in a modern society, raising the morale of the individual, creating a healthy social environment, raising the issue of ensuring the spiritual and moral maturity of citizens to the level of state policy, targeted, systematic, Continuous, consistent implementation is closely linked to factors such as the realization of the potential of the younger generation. In particular, it is important to bring up bachelors studying in music universities to be skilled, qualified, scientifically capable, spiritually rich and morally pure, loyal to their country. This article discusses the traditional singing lesson to give students an idea of the body system and the historical formation of the shashmaqom.
Audience Responses Of Song Lyrics You Raise Me Up By Josh Grobban Based On Moral Value

This research is a research about the analysis of Audience Response to the lyrics of the song You Raise Me Up sing by Josh Grobban based on the moral values. The purpose of this study is to explain the audience's response to the lyrics of the song You Raise Me Up by Josh Grobban viewed from the perspective of moral value with respondents who come from different educational backgrounds. This research is a qualitative research that applies the interview method. The data obtained is more natural then the data collection is carried out without the knowing of the respondents but still given approval after the data collection. The object of this research is the audience's response to the lyrics of the song You Raise Me Up sung by Josh Grobban. Whose data are the form of listener's response of moral values in the song lyrics of You Raise Me Up. The data analysis was conducted by grouping and categorizing the data to obtain accurate conclusions. The results of this study indicate two main points, they are: 1) Moral values obtained by listeners are based on a combination of feelings and values that apply to the listener's environment, 2) The level of knowledge gained and the level of education affect the color of the explanation the respondent gives.
The dynamics of earthquakes rupture : A view from the laboratory

&amp;lt;p&amp;gt;&amp;amp;#160;&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;Earthquakes are spectacular natural disasters, with for example the recent disastrous Sumatra and Tohoku-Oki earthquakes (2004 and 2011, respectively). Presently, predicting earthquakes remains one of the biggest societal challenges in natural science. While seismological observations have much improved in recent years, our understanding of earthquake source physics remains limited due to the scarcity of monitored seismic rupture along similar fault systems, making long- or short-time scale predictions impossible. Friction and fracture are the two keys to understanding earthquakes. Laboratory experiments could be a robust solution to study earthquakes under safe and controlled conditions, which is mandatory to understand and compare the details of earthquake source physics. Conversely to common friction experiments conducted at both slow and seismic slip rates, the stick-slip mechanism is associated to the propagation of a rupture front, i.e. the radiation of seismic waves. Using stick-slip as an earthquake analog coupled to a state-of-the-art high frequency acoustic monitoring system, we demonstrated in the past that accelerations recorded in the kilohertz range on centimeter-sized samples were self-similar to the ones one can expect at the kilometric scale for a large earthquake. Based on this laboratory earthquakes catalogue, we highlighted that acoustic and strain measurements can be used to (i) locate and follow seismicity, (ii) estimate the energy budget of laboratory earthquakes, (iii) discriminate the mode of slip and the rupture speed. Lately, using medium scale experiments, we studied the scale dependence of rupture processes. These new results, notably in term of weakening of faulting and energy balance allowed us to initiate a bridge between laboratory earthquakes, fracture mechanics and natural seismicity. We discuss here how these experimental results can be upscaled to natural earthquakes.&amp;lt;/p&amp;gt;
Libraries, Archives, Museums: Creating a simple library website (2021): 3 - Measuring Usage

Use these resources to build a simple, easy to maintain, website for your library. Now that you have a site, are people using it?