Reviewerly/exHarmony huggingface dataset:
IndieWebCamp Online 2020 Hack Day Update

Goal PostI switched it up in CSS Decided not to use my article template. Just seemed less modular to not define a grid just for
A Novel Outlook on Feature Selection as a Multi-objective Problem.

Feature selection is the process of choosing, or removing, features to obtain the most informative feature subset of minimal size. Such subsets are used to improve performance of machine learning algorithms and enable human understanding of the results. Approaches to feature selection in literature exploit several optimization algorithms. Multi-objective methods also have been proposed, minimizing at the same time the number of features and the error. While most approaches assess error resorting to the average of a stochastic K-fold cross-validation, comparing averages might be misleading. In this paper, we show how feature subsets with different average error might in fact be non-separable when compared using a statistical test. Following this idea, clusters of non-separable optimal feature subsets are identified. The performance in feature selection can thus be evaluated by verifying how many of these optimal feature subsets an algorithm is able to identify. We thus propose a multi-objective optimization approach to feature selection, EvoFS, with the objectives to i. minimize feature subset size, ii. minimize test error on a 10-fold cross-validation using a specific classifier, iii. maximize the analysis of variance value of the lowest-performing feature in the set. Experiments on classification datasets whose feature subsets can be exhaustively evaluated show that our approach is able to always find the best feature subsets. Further experiments on a high-dimensional classification dataset, that cannot be exhaustively analyzed, show that our approach is able to find more optimal feature subsets than state-of-the-art feature selection algorithms.
Excellent Teaching: criteria and requirements

Higher education is facing many challenges. The world is becoming a global community due to the fast development of technology. A present-day citizen of the world must quickly and efficiently communicate thoughts and ideas, think critically, adapt to changing circumstances. In the world with almost unlimited access to information, the ability and skills to differentiate accurate and inaccurate information are becoming imperative. The higher education society is becoming more and more multicultural and this demographic change has created the necessity to review approaches and attitudes to teaching. The burden to adapt to the requirements of the multicultural education is on higher education teachers. What are the criteria for excellent teaching? What makes excellent teachers, and what qualities and skills do they possess?
Sistem Informasi Pengarsipan Sertifikat Tanah pada Badan Pertanahan Nasional Aceh Besar

The design of the land certificate filing system was built to facilitate the work process in managing land certificate records, especially in the field of archives at the Aceh Besar National Land Agency, which is intended to streamline computerized data processing to support technical implementation in carrying out more accurate land certificate data processing, effective and efficient. A land certificate is a tool or means to convey statements or information in writing from one party to another party. Such information can be in the form of notifications, statements, requests, reports, objections, thoughts, questions, and so on. The design of the system used by the Rapid Application Development (RAD) method, a software development process model classified as incremental (multilevel) techniques. Applications used for making applications are Microsoft Visual Basic .NET as interface design and Microsoft Office Access as a DBMS. The test results of this application are the systems that are built already meet the needs, the input data process has met the needs and the resulting report has met the needs.Keywords:Land Certificate Filing System, Information System, Visual Basic .NET
Breast Cancer Detection and Classification using Artificial Neural Network

Breast cancer is one of the leading causes of women fatalities. Breast cancer is a worldwide disease with symptoms and features being similar in almost all regions. In India, in the past 25-30 years there has been a steep increase in cases of breast cancer being reported in a comparatively younger age group (40+). Indian women have a higher rate of fatality due to breast cancer compared to the global average. There is severe lack of awareness among rural as well as urban women resulting in the delay in diagnosis of cancer makes it difficult to fight. There are many instances when specialists disagree on opinions related to diagnosis hence, forcing patients to look for another opinion from a different specialist hereby wasting crucial time and monetary resources of a patient. Hence, with the aim to support a doctor's diagnosis with an accurate, precise and quick diagnosis this Computer Aided Diagnosis (CADx) system has been developed. This model takes H and E stained images of breast tissues as input and classifies them into four classes namely Benign, In-Situ, Invasive and Normal. This program uses image processing techniques and Deep learning which is a class of Machine learning and AI. A Convolutional Neural Network has been used as the primary brain of this model since it detects distinctive features from the data without any human supervision or predefined set of features. This model is implemented using python and some useful deep learning libraries like TensorFlow and Keras. This model yields a 95.6 percent sensitivity for cancer. This model can help doctors and lab technicians to provide quick diagnosis and reduce conflict in opinions of specialists. A patient can get diagnosed in a more efficient and cost effective manner.I. INTRODUCTION Breast cancer is the most common cancer in women world-wide.Breast cancer is a disease where cells in the breast tissue get deformed, divide uncontrollably, typically resulting in a lump or mass.Breast cancer has no specific symptoms.The most common symptom is the presence of painless lumps in the breast.Sometimes the breast cancer affects the lymph nodes present in the underarm region even causing swollen nodes before the main tumour is large enough to be felt or detected.Some of the less common symptoms are heaviness of breasts, changes in skin around the breast and changes in the nipple including abnormal discharges (especially blood).Any such change should be reported to a doctor as soon as possible.Breast cancer is detected by screening for early detection or by the presence of lumps in the breasts by self-examination or by examination by doctors.Many masses are detected in mammograms and most of the lumps turn.For confirmation of the presence of cancerous cells usually a needle biopsy is done.Many factors affect the type of biopsy being used.
Extensions to Salted Challenge Response (SCRAM) for 2 factor authentication

This specification describes an extension to family of SimpleAuthentication and Security Layer (SASL; RFC 4422) authenticationmechanisms called the Salted Challenge Response AuthenticationMechanism (SCRAM), which provides support for 2 factor authentication.
In Memoriam: Daniel Walter Behnke (1932–2020)

Photo by Esther Behnke.The mineral collecting community lost a major player on 20 January 2020 with the death of Micromounters’ Hall of Fame member, photographer, speaker, and author Daniel “Dan” B...
LibGuides: Literacy LibGuide: Home

This LibGuide provides workbook and skill book suggestions, online resources, helpful websites, and reading for fluency recommendations.
ETHICAL DEVELOPMENT AND THE GROWTH OF PUBLIC SECTOR IN NIGERIA

The study was to evaluate the ethical development and the growth of public sector in Nigeria.The specific objectives were to: determine the relationship between equality and employment opportunities in the public sector in Nigeria, examine the relationship between technoethics and creation of infrastructure in Nigeria and evaluate the relationship between diversity and generation of financial resources in public sectors in Nigeria.The area of study focused on 25 ministries of the public sector from South East, Nigeria.They study covered period of (2010)(2011)(2012)(2013)(2014)(2015)(2016)(2017)(2018)(2019)(2020).The study used the survey approach.The primary sources were personal interview and the administration of questionnaire to the management and staff of the manufacturing firms.The population for the study was Six thousand, seven hundred and thirteen staff (6,713) of the ministries.The study sample size, Nine hundred and seventeen (363) respondents was chosen after applying the Freund and William"s formula for the determination of adequate sample size.A total of three hundred and sixty three (363) copies of the questionnaire were distributed to the respondents from which three hundred and forty three (343) copies were returned while twenty copies (20) were not returned.That gave 95 percent response rate.The validity of the instrument was tested using content analysis and the result was good.The reliability was tested using the Pearson correlation coefficient (r).It gave a reliability coefficient of 0.84 which was also good.The findings indicated that there is a significant relationship between equality and employment opportunities in public sector in Nigeria with two-tailed test r(95, n= 343)=.878,p<.05), Technoethics and creation of infrastructure are significantly related with two-tailed test r(95, n= 343)=.735,p<.05) and Diversity and generation of financial resources in public sectors in Nigeria are significantly related with two-tailed test r(95, n= 343) =.679, p<.05).The study concluded that there is a relationship between equality, technoethics, diversity and employment opportunities, creation of infrastructure, and generation of financial resources in the public sector in Nigeria.The study recommended that ethical use of technology should be encouraged by devising thoughtful principles that could help to guide new technological advances in public sector in Nigeria.
P266 Towards cloud computing as a platform for supporting HIV information dissemination in uganda: a case of JSCS and TASO kampala

<h3>Background</h3> The use of ICT to improve the dissemination of HIV awareness information should be a feature of everyday life, in a disease prone Uganda today, being a developing country with high prevalence of HIV/AIDs. It is, therefore, paramount that ICT policies that support the dissemination of HIV/AIDs information are put in place to adopt new concepts and technologies that create new avenues. Cloud computing is viewed as a potential technology infrastructure that can be used to improve efficiency and effectiveness of operations geared towards health information dissemination. However, it is yet to be embraced. Our aim was to: Find out the major platforms of HIV/AIDS information dissemination today in Uganda. Investigate the management of cloud computing technology in HIV/AIDs information dissemination in lieu of the existing technologies. Identify challenges, affordability and accessibility of cloud computing in Uganda. <h3>Methods</h3> Literature review and interaction with health information providers both in public and private hospitals were done. Data was collected using questionnaires, interviews and observation. <h3>Results</h3> The study found out that the adoptability of the technology is bedevilled by lack of local service providers, lack of technical personnel and fear of hosting sensitive data, outside the borders of Uganda. The technology was, however, found to be very relevant both in government and private sector health care services in supporting the increase and effective HIV/AIDS information dissemination. The study created awareness on the existence of a government cloud and recommended a new brokerage model that can be used for the creation and dissemination of information. <h3>Conclusion</h3> The potential and impact of cloud computing is undoubtedly quantifiable, especially, for Ugandan hospitals and practitioners that run on low budgets. The model identified in the study can be used in individual attendee environments. <h3>Disclosure</h3> No significant relationships.
Education in the context of an interdisciplinary paradigm in the transitional period

The article “Education in the Context of Interdisciplinary Paradigm in the Transitional Period” by Т. Dyak deals with the issues of interdisciplinary approaches in education in the transitional period. The problems of the essence and distinguishing features of education in the transitional period are defined. The role and place of interdisciplinary bonds as well the requirements for the educational process to meet the needs of the person, society and state are substantiated. The transitional period is revealed to be characterized by the emergence of a set of pedagogical practices caused by the pluralism of cultures, and, consequently, different requirements to education. The formulation of the educational goals and content should take place in a synergistic atmosphere. Intensification of education and the formation of personal qualities appear to be a universal human need nowadays. The problem of creativity as a manifestation of spirituality is emphasized to become the main criterion for the effectiveness of educational processes. Thus, the creation of the necessary, most favorable conditions for self-realization and self-development of a particular person by means of intellectual, emotional, moral, cultural, informational and other vectors of personality formation are found to be the most important tasks.&#x0D; &#x0D; &#x0D;
A Smart-Sketch to Alleviate Drawings on Lecture Board and Facilitate Intellective Lecture Illustration in Classrooms

Smart-sketch is widely used software for designing, drafting 2D as well as 3D structures. This software has an international reputation of being the most user-friendly software for designing and sketching. In this study the authors have modified and utilised this for ease of lecture delivery by combining it to the lecture board to facilitate intellective lecture illustration thereby helping to improve the efficiency of lecture. This also helps to improve accuracy and precision in the drawings, flowcharts, etc. which are made through this. The prototype developed in this study was successfully tested at the facility which was highly appreciated by both students and faculty alike.  How to cite this article: Kumar M, Kaur J, Kaur S. A Smart-Sketch to Alleviate Drawings on Lecture Board and Facilitate Intellective Lecture Illustration in Classrooms. J Engr Desg Anal 2019; 2(2): 1-4.
Research Guides: Wordpress & StoryMapJS for Digital Humanists: Wordpress and StoryMapJS Tutorials

Introduction to using Wordpress and StoryMapJS for Digital Humanists Tutorials for how to use Wordpress and StoryMapJS
STORYTELLING TO IMPROVE STUDENTS' SPEAKING ABILITY

Storytelling is a kind of teaching method which can help students learn to speak English. This study describes the implementation of storytelling to improve students’ speaking ability. The objective of the study is to investigate whether there is an improvement in the use of storytelling and to find out students’ opinions towards the implementation of storytelling in teaching speaking. This study was undertaken with 31 students in junior high school. This study employed a classroom action research, it was done in two cycles and every cycle consists of four stages, including planning, acting, observing, and reflecting. The data were collected through observation, students’ test, and interview with the students. The data analysed by using qualitative and quantitative. The result of the study revealed that storytelling has successfully improved eighth-grade students’ speaking ability which can be seen from the mean scores of preliminary (48.25), test in cycle 1 (56.51), and test in cycle 2 (64.77). There were some students’ opinions towards the implementation of storytelling. The students became active and confident to speak English and they have been engaged in learning activities.
Library Guides: Collections and Course Reserves: General collections info

Links to procedures and guidance to support collection development activities and course reserve workflows including textbooks, media, and other course materials.
Desde Paraguay: hacia una redefinición de “apropiación” a partir de la aplicación de TIC en educación

The meanings of “appropriation” vary according to their origin. There can be noticeable differences between the historical Latin American use, that refers to a thorough comprehension of knowledge and technology, and a rather international use, that refers to its adoption without scrutiny. Both affect the relationship between development and dependence and both are present in Paraguay. However, these meanings lack a theoretical scaffolding in simultaneously educational and technological terms. Applying the Grounded Theory method to primary data on education in Paraguay, this research theorizes the relationship between ICT implementation approaches and the use of knowledge in education and the meanings of appropriation. The findings indicate that the meanings of appropriation implicitly refer to different levels of expectation of cognitive and technological engagement, though expressed in terms that allow their comparison. In terms of education theory, this matches Bloom’s Taxonomy, and in terms of technology it follows the categorization of types of technology; these, in turn, complement each other. The research contributes to knowledge by providing a simplified framework to understand, refine and locate the variety of meanings of “appropriation”, both regional and global, based on the Paraguayan case.
Book Review: The Data Wrangler’s Handbook: Simple Tools for Powerful Results

Banerjee has had a long-time goal to make technological concepts and skills accessible and comprehensive to a non-technical audience. This recent publication is no different. It expands on the author’s purpose to have people adopt technological tools for everyday library projects. It does this by introducing the analogy of a technology cookbook. Practically speaking, this book highlights several recipes using their computers’ native tools to solve ordinary problems when managing library data.
Effects of Interest Inducing Activities Programs on the Attention and Self-efficacy of School-aged Children

Background/Objectives: The purpose of this study is to investigate the effects of interest inducing activities program (IIAP) within three type on attention and self-efficacy in school-aged children.Method/Statistical Analysis: This study was conducted on 22 children except 3 out of 25 elementary school children registered in the center In addition,they were classified into craft activities, reading activities, physical activities. To determine the change in the child’s attention and self-efficacy, Harris & Harris Grid Test, and self-efficacy questionnaire are used.Findings: There was no statistically significant difference in attention through IIAP in three groups (p>0.05). In the self-efficacy, there was a statistically significant difference among the groups (p 0.05).Improvements/Applications: We suggest it is important to develop programs for voluntary participation and children’s attention and self-efficacy
Proof of Behavior

Our aim is to change the Proof of Work paradigm. Instead of wasting energy in dummy computations 15 with hash computations, we propose a new approach based on the behavior of the users. Our idea 16 is to design a mechanism that replaces the Proof of Work and that has a positive impact on the 17 world and a social impact on the behaviors of the citizens. For this, we introduce the notion of 18 Proof of Behavior. Based on this notion, we present a new cryptocurrency, called EcoMobiCoin, that 19 encourages the ecological behavior in the mobility of the citizens.
Design of Information Systems for Monitoring Commodity in Food Prices Based on Website

The rapid development of technology makes technology a necessity important for humans. The world of agriculture is one that needs to use development technology to advance the quality of agriculture. Agricultural output is always related to activities sale and purchase and very closely with food prices. Food price data issued by an institution reliable is needed for all levels both for transactions of farmers, producers and consumers, The initial data is used as a benchmark for food stability so this information is very needed. With this need, a food price monitoring system was developed using a distributed information system both online and offline, this research method using a variety of literature study methods, observation methods, and interview methods. This research consists of several stages, among others, system requirements analysis, network analysis, needs analysis the user then continues to implement the system design. This design is illustrated with UML and ERD. The system design is implemented in website environments based on PHP and using MySQL database. Finally, a number of functions were tested for evaluating system performance
Develope An Certificate Authority Based Encryption Cryptography Model For Mobile Applications In Cloud Computing

The backbone of this research is to design and developed an effective cloud environment for pretending and protection of portable client device information put away in the cloud. Portable gadgets, for example, advanced mobile phones or tablets that are fundamentally more restricted than PCs as far as memory, processors, secured operating system, and accessible system data transmission bandwidth because of that all information migrate in to cloud environment. A portable client may go about as an information owner will demand key from the cloud administrator, scrambles the information and afterward it transfers the information in the cloud. In the cloud secured encryption is finished. Certificate Authority Based Encryption (CABE) approach is utilized for security and adaptability. Frequent monitoring is accomplished for Privacy, Security, trustworthiness and accessibility.
Risk Management vs. Compliance – The Differentiator

Although the current version of the PCI DSS integrated security controls framework incorporates the requirement for entities to implement an annual risk assessment process, where critical assets, threats, and vulnerabilities are identified and the results analyzed and formally documented, this is often seen as a one of tick box control within their compliance program.
Challenges in Teaching English as a Second language for the Students of 21st Century

English being the lingua franca continues to be a force in shaping the future of the world. From the time of British colonization till today, English is the language used for all purpose - be it trade, commerce, politics, culture or education. English holds a place of status in our country, even after more than six decades since British left India. No native language however has come up to replace English, either as a medium of communication or as an official language. Under the influence of nationalistic feeling and emotional hostility English began to reassert its position. This paper is an overview of the main problems connected with teaching English as a Second Language (ESL). It also focuses on the challenges in teaching English, especially for the students of 21st century.
СРАВНИТЕЛЬНЫЙ АНАЛИЗ ТВОРЧЕСКОЙ САМОРЕАЛИЗАЦИИ УЧАЩИХСЯ, ЗАНИМАЮЩИХСЯ И НЕ ЗАНИМАЮЩИХСЯ ПРОЕКТНОЙ ДЕЯТЕЛЬНОСТЬЮ

The problem of developing creative self-realization is very relevant today, because there are many gifted children in Russian schools. It is necessary to develop their desire for self-realization. The development of creative self-realization contributes to project activities. The article focuses on a comparative analysis of the creative self-realization of students engaged in and not engaged in project activities. The hypothesis was confirmed that the work of students on creative projects contributes to an increase in the level of children's potential. The results of children's projects will be presented on the school game portal.