Reviewerly/exHarmony huggingface dataset:
The Light Touch of Caveat Emptor in Crypto’s Wild West

Innovation is the defining feature of the cryptocurrency ecosystem. If, as has been suggested, the Securities and Exchange Commission and the Commodity Futures Trading Commission are pushing blockchain out of its “Wild West” phase just ten years after it started, they may be shortchanging it by a couple of decades. The flip side of innovation is uncertainty. Blockchain is breaking down old legal categories, redefining what we thought were the conceptual limits of property. A fuller understanding of the impact uncertainty has on all participants in the blockchain ecosystem—including coin purchasers, whose share of responsibility to protect themselves is frequently overlooked—could help clarify how the criminal law should come in at this stage. This short paper recommends a light-touch approach to crypto enforcement that would help U.S. tech innovators keep pace with global competition. Such an approach would, for the time being, treat crypto products just like traditional products. It would impose minimal regulatory standards beyond those ordinarily in place to protect consumers from deception and abuse. It would, above all else, eschew new criminal law or creative use of existing criminal law.
KAMUS DIGITAL TANAMAN OBAT MENGGUNAKAN ALGORITMA ROCCHIO BERBASIS MOBILE

Digital dictionaries have been widely used to facilitate word processing and word search through digital media such as mobile phones. Society generally knows the efficacy and how to mix medicinal plants from the experience of previous parents or through books and writings. Searching through books or writings requires a short time compared to searching through digital media, one of which is a digital dictionary. The research aims to create a digital dictionary of mobile-based medicinal plants which has a search facility based on the words entered, for example, the contents of the medicinal plants. The digital dictionary application of medicinal plants uses a search method with the Rocchio algorithm with relevance feedback techniques to check the proximity of the query to the average document relevant to the level of similarity calculation through the stages of tokenizing, filtering, stemming, and Term Weighting with a total data of 200 medicinal plants.
Prediction of Question Tags Based on LDA and Deep Neural Network

Students are being evaluated based on the examinations conducted by various institutions or organizations, which test the knowledge of that person.Exams like Computerized Adaptive Testing (CAT), offers a computer based test that adapts the examinee's ability level.Some of the CAT exams include tags which help students to understand the questions.Tags are metadata used to identify or describe an item.There are three types of tags: Manual Tagging, Semi-Automatic tagging and Fully Automatic tagging.Earlier manual tagging was used to construct question banks.However it is time consuming and leads to many other consistency issues.A Semi-Automatic tagging facilitates human intervention to increase the accuracy of tagging.Fully automatic tagging gives a more promising result as compared with manual and semi-automatic tagging.This paper proposes a fully automated tagging system which uses Deep Neural Network and Natural Language Processing to generate tags from the derived knowledge unit.This paper also discusses LDA (Latent Dirichlet Allocation) which gives the relevance of each tag.
Teacher's Efforts in Improving Students' Mathematics Learning Achievement for Grade 4 Students

The purpose of this research is to find out how the teacher's efforts in improving mathematics learning achievement of 4th grade students in (Madrasah Ibtidaiyah Negeri) MIN Salatiga and (Madrasah Ibtidaiyah) MI Ma'arif Pulutan Salatiga 2018/2019 school year. This type of research is a qualitative descriptive research using observation, interviews, and documentation to collect data. Data analysis in this research used technical triangulation, time triangulation and source triangulation. The results showed that the teacher's efforts to improve mathematics learning achievement in the 4th grade students in both schools, namely efforts to motivate students by creating a competitive classroom atmosphere, efforts in guiding students through night courses and OSN (Olimpiade Sains Nasional or National Science Olympiad), efforts in the process of implementing learning through the mathematics breakfast method and quiz at the beginning of learning, using varied learning methods and models, use a variety of games in learning and efforts in evaluation namely daily tests, PTS (Penilaian Tengah Semester or Mid-Term Assessment) dan PAS (Penilaian Akhir Semester or Final-Term Assessment).
한국어 교사의 말하기 평가 구인에 관한 인식 연구

This article is aimed at to investigate and analyse what the Korean language teachers’ perception is about the construct of speaking test. The TOPIK speaking is for general purpose of students. ACTFL_Speaking, TOEIC_Speaking, and IELTS_Speaking are the representative tests to evaluate general purpose of speaking ability at present. The researcher investigated and analysed core constructs from these three tests. Core constructs were categorized into novice, intermediate, and advanced levels according to CEFR(Common European Framework of Reference for Languages). Korean teachers answered fluency, accuracy, and pronunciation are the core construct to evaluate learners’ proficiency. It was revealed that the construct of accuracy and ability to perform task is the most important factor to distinguish between novice and intermediate level of students. On the contrary, fluency and the quality of discourse were the core construct of between intermediate and advanced levels. The teachers answered that the goal of advanced level of should be set up among language learners who are learning Korean as a second language. Finally, there was a significant group difference about core construct, the definition of accuracy and fluency and subordinate construct, the way of valuing core ration compared to proficiency levels, and the construct of pronunciation according to teachers’ teaching experiences.
Hackney Library: Anti-racism Resources: eBooks

This is a list of anti-racism resources available at Hackney Library. They come in the form of physical books, eBooks, and videos available on the the library website. Physical books located in the library catalog.
Estimations of net radiation flux distributions from automatic weather stations and satellite data in the Upper Blue Nile (UBN) basin, Ethiopia

&amp;lt;p&amp;gt;Net radiation is the main energy balance component of land surfaces. It is an important factor in the studies of land-atmosphere processes, water resources management and so on. This is particularly true in the UBN basin where significant parts of the basin are dry and evapotranspiration (ET) is a major path of water loss. In this paper, we have estimated instantaneous net radiation distributions in the basin from MODIS Terra satellite and Automatic Weather Station (AWS) data. As downward shortwave radiation and air temperature usually vary spatially due to topographic effects, which are common features of our study area, we had applied residual kriging spatial interpolation approaches in the conversion processes of point weather data to surface data. Validation attempts of the simulated net radiation outputs with an independent field measurement at Choke flux tower site, which is in the central part of the basin, has shown that our method were able to reproduce downward shortwave, upward shortwave., and net radiation flux with a statistical metrics of Mean bias (MB) and Root Mean Square (RMSE) lesser than other studies done in similar physiographic regions in several parts of the world. It looked that the use of AWS data and residual kriging spatial interpolation technique made our results robust and even comparable to works done using finer spatial resolution satellite data than MODIS. The estimated net shortwave, net longwave and overall net radiations were in close agreement with ground truth measurements with MB of -14.84, 5.7 &amp;amp; 20.53 Wm&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt;&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; and RMSE 83.43, 32.54 &amp;amp; 78.07 Wm&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt;&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; respectively. The method has potential applications in research works like energy balance, ET estimation, and weather predictions in regions with similar physiographic features as that of the Nile basin.&amp;lt;/p&amp;gt;
News Value Modeling and Prediction using Textual Features and Machine Learning

News value assessment has been done forever in the news media industry and is today often done in real-time without any documentation. Editors take a lot of different qualitative aspects into consi ...
Information and Communication Technologies, Contrasting Teacher - Student Assessments in High Schools within Cuenca, Ecuador

The purpose of this study is to diagnose the management and use of Information and Communication Technologies (ICT) as well as mathematical software in the teaching and learning of mathematics. A survey was provided to 64 mathematics teachers from different high schools in the city of Cuenca, Ecuador and their 381 students. A relational research approach was employed to collect and compare the data of the two educational participants, the teacher and the learner. According to the results of the study, most teachers reported that they use ICT to motivate learning and improve the assimilation of concepts. The students however, do not confirm that those technologies are being used at the levels mentioned by their teachers. GeoGebra is a Dynamic Program for the Teaching and Learning of Mathematics. This software is better known and used for teaching in private education than in public education
Detection of Breast Cancer using AI Techniques – A Survey

Cancer refers to any one of a large number of diseases characterized by the development of abnormal cells that divide uncontrollably and have the ability to infiltrate and destroy normal body tissue.Without treatment, it can cause serious health issues andresult in a loss of life. Breast cancer is the most common cancer among women around the world. Despite enormous medical progress, breast cancer has still remained the second leading cause of death worldwide. Early detection of cancer may reduce mortality and morbidity. This paper presents a review of the detection methods for cancer through Artificial Intelligence (AI) in different ways. Previously Microscopic reviews of tissues on glass slides are used for cancer diagnostics to improve diagnostic accuracy. We can use different techniques such as digital imaging and artificial intelligence algorithm. Cancer care is also advancing thanks to AI’s ability to collect and process data. Due to the nature of processing this information, the task is often a time-consuming and tedious job for doctors. This process may be made much easier, quicker and efficient through the advancement as well as by using modified technologies.
Cyber Security Education and Training Delivering Industry Relevant Education and Skills via Degree Apprenticeships

The rise of Digital Transformation, global pandemics, and AI, have made Cyber skills crucial in today’s world. Organisation flexibility can only be achieved when they have a strong foundation of Cyber professionals that can look after vulnerabilities and protect their systems. A multitude of evidence suggests that the economy is being held back due to a skills gap, particularly in the Cyber Security discipline. In seeking to reduce this gap, the UK government has extended a long established ‘apprenticeship’ programme to include degrees. Higher Education Degree Apprenticeships offer a cost-effective route for employers to upskill their staff and for apprentices to access free education (and a degree) whilst being paid. Each of the Degree Apprenticeships has an associated framework that defines core learning requirements – devised and created by a collaborative effort of industry and academia. How this framework is implemented however is very much up to individual institutions. This paper presents an implementation of the Cyber Security Analyst degree apprenticeship undertaken at a UK Institution. Amongst the first in the UK to operationalise the standard, the approach has pragmatically dealt with a wide range of issues to create an academically rigorous yet commercially viable solution for industry. The paper presents the approach, demonstrates the academic rigor through mapping to industry-accepted standards, and discusses the collaborative role of the employer and University in providing a holistic and complete learning experience. The paper concludes by offering a critical discussion on challenges and opportunities and suggests ways employers and professional bodies can collaborate further with Higher Education in developing Degree Apprenticeships that will only be about skills, but also lifelong learning.
LibGuides: Virtual Library Guide: Home

This guide provides information on the Lewis Library's response to the coronavirus (COVID-19) outbreak, including updates to our hours of operation, online access to library resources and services, and other helpful links.
Research on the Development of Online Paid Q &amp; A Platform from the Perspective of Perceived Value

&lt;p&gt;After the rise of online paid Q &amp;amp; A platform in 2016, the development of online paid Q &amp;amp; A platform has become a bottleneck. In order to promote the development of online paid Q &amp;amp; A platform, the bottleneck of paid Q &amp;amp; A platform is analyzed from the perspective of perceived value. The perceived value is enhanced by the technical characteristics of the perceived cost and the usefulness and entertainment of the perceived benefit. Research shows that perceived value can enhance the development of online paid Q &amp;amp; A platforms. On this basis, this paper puts forward some relevant countermeasures for the development of online payment Q &amp;amp; A platform.&lt;/p&gt;
The Sky Is The Score #1

The Sky Is The Score #1 is the first in a series of pieces that use photographs of the sky as a graphic score. This stereo fixed media piece is conceived to be played in a reverberant space, such as a church. It was initially mixed with no artificial reverb, but reverb has been added for playing online. The piece was created by recording several generative patches on a modular synth, and then shaping the resulting layers in a DAW so as to reflect my interpretations of various parts of the sky image.
The Exploration and Practice of the Construction of Higher Mathematics Teaching Resources in Application-Oriented Universities

&lt;p&gt;At present, informatiziation has become one of the important direction trends of education in colleges and universities. Under the background of education informatization, carrying out the construction of higher mathematics teaching resources in colleges and universities is of great significance for promoting the development of higher mathematics teaching in colleges and universities and improving the actual teaching quality. At present, there are still many deficiencies and problems in the construction of higher mathematics teaching resources in related application-oriented universities. Based on the current situation of higher mathematics teaching, this paper analyzes the problems existing in the construction of higher mathematics teaching resources and finds the countermeasures for the construction of higher mathematics teaching resources in application-oriented universities.&lt;/p&gt;
Adapting to Unseen Environments through Explicit Representation of Context

In order to deploy autonomous agents to domains such as autonomous driving, infrastructure management, health care, and finance, they must be able to adapt safely to unseen situations. The current ...
Design Thinking (Library Future Series, Book 4)

What is Design Thinking? This pocket size book is one of a series entitled Library Futures. The answer to this question is not an easy one; however, the author makes a valiant effort to answer this...
الضعف القرائي والکتابي لدى طلاب المرحلة الابتدائية: أسبابه وعلاجه

هدفت هذه الدراسة إلى تعرف أسباب الضعف القرائي والکتابي لدى طلاب المرحلة الابتدائية من وجهة نظر معلمي اللغة العربية، وتقديم الحلول المقترحة لعلاج هذا الضعف. ولتحقيق ذلک استخدم الباحث المنهج الوصفي، وکانت الاستبانة أداة لجمع البيانات تم تطبيقها على (102) من معلمي اللغة العربية بالمرحلة الابتدائية تم اختيارهم بطريقة عشوائية من معلمي إدارة تعليم محايل عسير. وأسفرت الدراسة عن مجموعة من النتائج منها: أن أسباب الضعف القرائي والکتابي المتعلقة بالطالب جاءت أولا بمتوسط حسابي هو (4.40)، تلتها الأسباب المتعلقة بالإدارة المدرسية بمتوسط حسابي هو (4.36)، ثم الأسباب المتعلقة بالأسرة والمجتمع وبلغ متوسطها الحسابي (4.23)، وتلتها الأسباب المتعلقة بالنظام التعليمي وبلغ متوسطها الحسابي (4.13)، ثم الأسباب المتعلقة بالکتاب المقرر بمتوسط حسابي هو (3.88)، وتلتها الأسباب المتعلقة بالمعلم وبلغ متوسطها الحسابي (3.84)، وأخيرا: جاءت الأسباب المتعلقة بالمشرف التربوي وبلغ متوسطها (3.83). کما توصلت الدراسة إلى جملة من الحلول لعلاج الضعف القرائي والکتابي لدى الطلاب. وفي ضوء هذه النتائج قدم الباحث بعض التوصيات والمقترحات.This study aimed to identify the causes of reading and writing weakness among primary school students from the point of view of the Arabic language teacher، and to provide solutions to treat this weakness. To achieve this، the researcher used the descriptive approach، and the questionnaire was a tool for collecting data that was applied on (102) teachers of the Arabic language teacher at the elementary stage، who were randomly chosen from the teachers of Mahayil Aseer Education Department.The results of the study resulted in a set of results، including: that the reasons of reading and writing weakness related to the student came first with an arithmetic mean of (4.40)، followed by the reasons related to school administration with a mean of (4.36)، then the reasons related to the family and society and its arithmetic mean was (4.23)، followed by the reasons related to the educational system and its arithmetic mean was (4.13)، then the reasons related to the scheduled book with an arithmetic mean of (3.88)، followed by the reasons related to the teacher and its arithmetic average was  (3.84)، and finally: The reasons related to the educational supervisor came with a mean  of (3.83). The study also found a number of solutions to treat the causes of students' reading and writing weakness. In light of these results، the researcher presented some recommendations and suggestions.
The Prepositional Errors in Students’ Writing

One of the important things in writing is grammar. The grammatical errors in writing may or will distort and disturb the coherence of the piece of writing. A preposition is a part of grammar that important to connect one word to another. Some students ignore the preposition in the right way. So, this study is eager to analyze the errors in using preposition produced by the students' first semester of English Education Department at Unisla in academic years 2019/2020 that consist of 45 students. The study focuses on what kinds of prepositional errors that are usually produced and the types of errors in using preposition mostly produced. This study uses descriptive qualitative to describes the reasons for preposition errors occur by analyzing the students' writing. The result is the students' first semester still produces some errors in; omission, addition, misformation, and misordering. The types of error that produced by the students is misformation errors with percentage 44,93%. It means the teachers have to pay more attention to teaching prepositions.
Memahami Dunia Anak Melalui Puisi di dalam Tabloid Lintang

Children express their feelings and thoughts in literary works (poetry) that are created naturally and honestly. They express their world in a beautiful and happy way. Therefore, it is important to understand the world of children expressed in the literary works they create. In this study, discussed about the world of children depicted in children's poetry published in the Lintang tabloid published in January to November 2017. The problems discussed are (1) how the child's world image in poetry contained in the Lintang Tabloid; and (2) how children express their world through poetry in the Lintang tabloid. The method used is a qualitative method that focuses on library studies with techniques of reading, listening, note taking, and interpretation. The theory used is semiotic theory. The results showed that the children's poetry in the Lintang Tabloid published in the Lintang tabloid published in January to November 2017 generally contained five themes, namely: the environment, animals or animals, profession, plants, and love of the motherland. All these themes are expressed with the feelings and thoughts of the child's world and dominantly expressed by using the language style of repetition, metaphor, and personification.
MATHGRAPH : A PYTHON PACKAGE TO COMPUTE ENERGY AND TOPOLOGICAL INDICES OF GRAPHS

In this paper, we introduce MathGraph, an open-source and cross-platform Python package.As a Python package, MathGraph is easily integrable with graph visualization softwares. This helps researchers in graph theory to either create a graph programmatically using Python program or draw the graph using Graphical User Interface (GUI) tool such as `Tulip' to compute distinct sets, energies and topological indices of graphs.
The effect of a “visual toward verbal” training in narrative confidence for children in a multicultural context L’effetto di un laboratorio "dal visivo al verbale" sulla autoefficacia narrativa dei bambini in un contesto multiculturale

Narrative skills are very important in children’s lives: they represent the basisfor academic, cognitive, social and identity development. Improving narrativeability can be very hard for children who live in a context where the commonlanguage is not their first language. Lexical and syntactical difficultiescan lead children to give up trying to express themselves, preventing themfrom continuing to practice.For this reason, we tried to proposed a workshop for a 3rd grade class in amulticultural context, in order to develop at the same time narrative skillsand engagement in storytelling. A series of activities gradually brought pupilsfrom imagining, through action, to speech, while allowing everyone to findtheir favorite communication channel. The results were encouraging, as theactivities structured in this way allowed even those who started from a disadvantagedsituation to strengthen their self-efficacy and to participate inthe same way as the others. Peer collaboration and the active role of the childrenwere essential characteristics for the success of the project.