Reviewerly/exHarmony huggingface dataset:
Analisis Sebaran Titik Rawan Bencana dengan K-Means Clustering dalam Penanganan Bencana

Puwakata Regency has fertile land, agricultural products and abundant natural resources. However, the area is also vulnerable to disaster risk. Based on the data collected, the disasters that occurred in Puwakata Regency included several categories, namely landslides, droughts, hurricanes and floods. The trend of increasing numbers of disasters requires further investigation to prevent an increase in the number of victims. Given the large amount of data available, this information can be obtained through data mining analysis methods. For natural disaster data, the clustering method in data mining is very useful for grouping disaster data based on the same characteristics, so that it can be used as a basis for classifying future disaster events. The k-means algorithm is a model used to form clusters by measuring how close it is to the data set. Therefore, in terms of the location of the disaster, the type of disaster and its impact on the disaster, it is hoped that this research can use the clustering technique with the k-means algorithm to classify disaster-prone points. The results obtained 3 clusters, namely, the type of drought disaster is cluster 0, the type of landslide is cluster 1, and the type of landslide is cluster 2. After forming three clusters, disaster management strategies are drawn up at each disaster-prone point in the Purwakarta area
Aplikasi Pengenalan Informasi Objek Bersejarah pada Museum dengan Menggunakan Teknologi Augmented Reality Berbasis Android

Sumenep Palace Museum is a destination that is rich of cultural sites and relics of historical object in ancient times. There are many types of historical objects saved in the Sumenep Palace Museum. However, in reality the information contained in each historical objects cannot be conveyed clearly. This due to the lack of tour guides at the Sumenep Palace Museum and there is no text containing information on objects displayed in the storefront. The KeratonKu application is presented as a solution to this problem, with this application is used as a substitute for a tour guide to provide information related to historic objects that exist in the Sumenep Palace Museum, the information can be displayed in text and audio by utilizing augmented reality technology in it. The overall function suitability test results that keratonKu get 100% results every function in the application can run with its use. The next test is TAM (Technology Acceptance Model) where the results obtained based on a survey on the users. About 85% perceptions of usability, 77% perceptions of convenience, 67% intention perceptions, and 75% perceptions of actual use. With these results It can be concluded if the KeratonKu application has been accepted by its users.
Social and Philosophical Aspects of Information Security

The article emphasizes the relevance of information security, the creation of conditions for the need to further expand social measures to ensure information security, the formation of mechanisms and algorithms that determine the behavior of the subject in the information environment, the formation of socio-philosophical foundations of the general theory of information security, and also provides examples, forms of manifestation of information security. The effectiveness of information security in society and information security of youth are analyzed.
VALUE DETERMINANTS IN THE TRAINING OF FUTURE TEACHERS

The article, based on the analysis of scientific sources and empirical material, identifies the value orientations of student youth who have chosen the profession of a teacher; the factors influencing the formation of life values of future teachers are singled out.The problem of the formation of value orientations of student's youth in interrelation with the socialization of the person in the course of training in the pedagogical institution of higher education is considered.The process of formation of value orientations depends on both external social and internal personal factors.The factors influencing the formation of value orientations of future teachers are analyzed.The peculiarities of the value-orientation planes of modern Ukrainian society and their influence on the formation of the value system of students are highlighted.The main value orientations of students in the conditions of personality formation are determined.It is substantiated that the time of study in a higher education institution is a period of personal development of a young person, the accumulation of not only professional but also vital knowledge and skills, the formation of its interests and values, relevant norms and patterns of behavior.The process of formation of spiritual and moral values of future teachers is characterized as a promising direction, as modern society needs a comprehensively developed, highly moral personality, a specialist, whose professional activity will allow to lay values in the younger generations.
IMPACT OF GOVERNMENT INVESTMENT IN EDUCATION AND ENTREPRENEURSHIP ON NIGERIA’S INNOVATION PERFORMANCE

Nigeria is a developing country that is afflicted by many challenges including failing education system, infrastructural deficit and poor business environment especially for the entrepreneur. Nigeria's Government policies and programs should now focus on promoting quality, accessible  education as well as social and entrepreneurship development with a view to achieve a better national innovation capacity and performance . This paper examines government investment in the area of education and entrepreneurship development in Nigeria and the effect it has on Nigeria’s performance in Global innovation index ranking. Data from GII index were compared with Nigeria’s government expenditure on education, social entrepreneurial investment and patenting output. The data obtained were processed using artificial intelligence and label encoding. Heat maps were plotted; principal component analysis and primarily correlations methods were used to establish relationship between variables.
Tweets, Retweets, and Entrepreneurship

This case looks into how to effectively engage audiences through social media marketing. Specifically, the case addresses how entrepreneurs can use Twitter to generate community awareness through tweets and retweets. It also provides information about Twitter's history, format, and publicly available data analytics.ExcerptUVA-QA-0838Mar. 6, 2020Tweets, Retweets, and EntrepreneurshipThe Tom Tom Founders Festival (Tom Tom), which began in 2012, was "born out of a question: how can live gatherings catalyze Charlottesville [Virginia] to generate new ventures, products, and visions of its future?" Modeled after the popular South by Southwest (SXSW) festival held in Austin, Texas, each year, Tom Tom grew significantly in its first years. In 2015, the weeklong festival attracted over 25,000 attendees to the Charlottesville area, which had a significant impact on the local community. A team conducted an economic impact analysis in 2014 that estimated a net local economic benefit of over $ 800,000 associated with Tom Tom.The festival's staff used Twitter in conjunction with other social media platforms to attract and engage this audience. During the festival each year, the team noticed a significant spike in Twitter activity. In 2015, for example, mentions of @tomtomfest were up 466% during the 28-day period that included the festival. As a result, the team was interested in learning more about the characteristics of a tweet that made it more or less engaging, focusing on the use of keywords such as "entrepreneurship." The team was interested in making the festival's outreach and engagement with the entrepreneurial community on Twitter more effective. Determining how often the festival's tweets were retweeted was an important metric to gauge the tweets' effectiveness.Understanding the Twitterverse. . .
ign and Control Analysis Of An Automatic Active Domestic Solar Water Heating System

Solar water heating technology is one of the cost-effective ways of heating water in residential and public buildings. This study presents the design technique for an automatic active domestic solar water heating system (ADSWHS) to meet the hot water demand for a residence in Wum (10.43Â°E, 6.23Â° N) with a daily hot water demand of 500 litres at 70 o C, using flat plate solar collectors and an arduino microcontroller. The solar data used in this analysis were obtained from Photovoltaic Geographical Information System (PVGIS) and the method used is the active direct roof mounted solar water heating. The system design process consist of evaluating the optimum collector tilt angle, the thermal analysis of the flat plate collector and hot water storage tank and finally modelling a low cost automatic controller for the system using an Arduino in the Proteus software. The optimum annual average solar radiation on the tilted solar collector was obtained following the calculation of the conversion ratios of the direct , diffuse and reflected radiations. At annual time scale, the appropriate tilt angle (I²) that maximizes the collection of solar energy was 11 o and the corresponding optimum average irradiance of 432 W/m 2 wasobtained. The analytical results presented for the performance of the heater indicate that the system operates at an annual thermal efficiency of 55.49%. The control system simulation results indicate that the system uses 4.5kWh and 2.075kWh of energy to run the pump and the auxiliary heater respectively and produces 26.187kWh of energy to heat up the cold water from 25 o C to 70 o C for a single day.
Maize Growth (&amp;lt;i&amp;gt;Zea mays l&amp;lt;/i&amp;gt;.) Modeling Using the Artificial Neural Networks Method at Daloa (Côte d’Ivoire)

The growth of maize is a complex phenomenon which involves certain parameters including the number of leaves, the length of the leaves, the width of the leaves, the height and the circumference of the plant.A study of these growth parameters was carried out in the region of Daloa (Côte d'Ivoire).These measurements could show a complexity of the growth of maize.To this end, mathematical models have been developed to predict this growth from artificial neural networks for the number of leaves, the length of the leaves, the width of the leaves, the height of the plant and the circumference of the trunk of the maize plant.The coefficients of determination between the experimental measurements and the measurements predicted by artificial neural networks are respectively 0.9914; 0.9965; 0.9872; 0.9995 and 0.9976 for plant height; the number of leaves; the circumference of the plant; leaf length and leaf width.Satisfactory results have been obtained insofar as all the coefficients of determination are greater than 0.98.These coefficients close to 1 show a good interpolation between the experimental values and those predicted by the model.Because of this, we can say that the values predicted by the artificial neural network are reliable enough to predict the growth of maize.
Library Guides: Higher Education: Websites

How to find information and resources to support the teaching and learning, and research in the field of higher education.
An Overview on Learning Difficulty among School Children

Formal schooling in many other nations begins between ages 4 and 5, some research states that it starts earlier than this.The function of elementary schools throughout the world is to provide opportunities for children to acquire at least basic competencies in reading, writing, and computation.During middle childhood years, children are thought to be functioning developmentally at what Piaget termed the concrete and formal operational stages.Basic literacy as well as computational and conceptual skills is acquired at this phase.But some children may not be able to learn one or more of these skills as per their age.Their intellectual capacity and normal visual and physical abilities are unable to acquire one or more age appropriate language and /or arithmetic skills.They find it difficult to acquire the skill even when adequate learning opportunities are provided.These children have learning disabilities/ difficulties.Studies have revealed that nearly 10% of the childhood population has developmental language disorders of one type or the other and 8-10% of the school population has learning disability of one form or the other.Early intervention presupposes early identification.At present, there is no universally standardized screening procedure to guide referrals from schools.Interventions to rectify the issue should focus on developing and strengthening language and basic skills of reading, writing and arithmetic.In addition we should ensure that children should be allowed to "think" for them, to develop higher cognitive functioning is vital.
CMSAOne@Dravidian-CodeMix-FIRE2020: A Meta Embedding and Transformer model for Code-Mixed Sentiment Analysis on Social Media Text.

Code-mixing(CM) is a frequently observed phenomenon that uses multiple languages in an utterance or sentence. CM is mostly practiced on various social media platforms and in informal conversations. analysis (SA) is a fundamental step in NLP and is well studied in the monolingual text. Code-mixing adds a challenge to sentiment analysis due to its non-standard representations. This paper proposes a meta embedding with a transformer method for sentiment analysis on the Dravidian code-mixed dataset. In our method, we used meta embeddings to capture rich text representations. We used the proposed method for the Task: Sentiment Analysis for Dravidian Languages in Code-Mixed Text, and it achieved an F1 score of $0.58$ and $0.66$ for the given Dravidian code mixed data sets. The code is provided in the Github this https URL.
The Effectiveness of Using Random Text Strategy in Teaching Reading

The objective of this research to find out whether or not the use of Random Text Strategy is effective in teaching. This research used quasi-experimental research design. Purposive sampling technique was employed to draw the sample of this research which is consisted of 20 students of VIII A as the experimental group and 19 students of VIII Bas the control group. The data were collected by using pre-test and post-test. The pre-test was administered to measure the students’ reading Comprehension before the treatment, while the post-test was administered to measure the the improvement of the students’ reading comprehension after the treatment. The mean score of pre-test of the experimental group was 34.965 while the control group was 39.98. The mean score of the post-test of the experimental group was 66,96 while the control group was 32.9. In analyzing the data, the researcher used 0.05 as level of significance and the 37 (20+19-2) degree of freedom (df). The t counted was 5.1 and t table was 1.687. The t counted  was higher than t table , it means that the hypothesis was accepted. In other words, the students who are taught with Random Text Strategy more able to read English than those who are not taught with Random Text Strategy. Keywords : Improving, Random Text Strategy, Reading Comprehension Abstrak Tujuan penelitian ini untuk membuktikan efektivitas Metode Pembelajaran Berbasis Acak dalam meningkatkan kemampuan siswa dalam membaca tentang siswa kelas delapan di SMP Negeri 1 PosoPesisir Utara. Penelitian ini menggunakan desain penelitian kuasi eksperimental. Teknik purposive sampling digunakan untuk menarik sampel penelitian ini yang terdiri dari 20 siswa VIII A sebagai kelompok eksperimen dan 19 siswa VIIIB sebagai kelompok kontrol. Data dikumpulkan dengan menggunakan pra-test dan pasca-test. Pra-tes diberikan untuk mengukur kemampuan membaca siswa sebelum perlakuan, sementara pasca-tes diberikan untuk mengukur peningkatan kemampuan membaca siswa setelah perlakuan. Nilai rata-rata pra-test dari kelompok eksperimen adalah 34 . 965 sedangkan kelompok kontrol adalah 39 . 98. Nilai rata-rata pasca-test kelompok eksperimen adalah 66,96 sedangkan kelompok kontrol adalah 32 . 9. Dalam menganalisis data, peneliti menggunakan 0 . 05 sebagai tingkat signifikansi dan 37 (20 + 19-2) derajat kebebasan (df). Nilai hitung t adalah 5 .1 dan nilai tabel t adalah 1 . 687. Nilai hitung t lebih tinggi dari nilai tabel t, itu berarti hipotesis diterima. Dengan kata lain, siswa yang diajar dengan metode Pembelajaran Berbasis acak lebih mampu membaca bahasa Inggris daripada mereka yang tidak diajarkan dengan Metode Pembelajaran Berbasis acak. Kata kunci: Meningkatkan, Metode pembelajaran berbasis acak, Pemahaman  membaca
Chaotic Image Encryption Using Double Stages of Diffusion

Chaotic maps are known for its random property and its use in cryptography in particular image encryption is unavoidable. In this paper, Duffing map is used for permutation and two chaotic maps such as Henon map and logistic map are employed for diffusion, Henon map gets its initial values from secret key and logistic map gets its initial value from the former map. Two stages of diffusion are employed to get the cipher image. Simulation is done using MATLAB and further histogram, entropy, correlation coefficient, NPCR and UACI values are analysed. Results show that the proposed algorithm scores well for all these measures.
Classification of cricket videos using finite state machines

The problem of classifying scenes from cricket video is addressed and a robust framework for this problem is proposed. It is proposed that the finite state machines (FSM) are suitable for detecting and classifying scenes and their usage is demonstrated for three types of events: wicket, six and four. This framework utilises the structural information of the scenes together with the low-level and mid-level features. Low-level features of the video including motion and audio energy, and a mid-level feature, body, are used in this approach. The transitions of the FSMs are determined by the features from each shot in the scene. The FSMs have been experimented on over 80 clips and convincing results have been achieved.
The Effect of Teacher’s Coaching Leadership on Academic Motivation of Middle School Students: The Mediated Effects of Academic Self-Efficacy

Depending on the teacher's instructional method, students' academic motivation may improve or fall. In addition, academic self-efficacy can affect academic motivation. Therefore, the purpose of this study is to verify the mediating effect of academic self-efficacy on the effect of teacher coaching leadership on academic motivation. To this end, a survey was conducted on 277 middle school students located in Jeollabuk-do and analyzed using SPSS 21.0 and AMOS 22.0. The results of the study are as follows. First, the orientation and relationship of the teacher's coaching leadership had a positive effect on students 'academic motivation. Second, the orientation and relationship of the teacher's coaching leadership was positive for students' academic self-efficacy and self-regulating efficacy. Third, self-regulating efficacy of academic self-efficacy and preference for task difficulty had a positive effect on academic motivation. Fourth, the self-efficacy of academic self-efficacy played a full or partial role in coaching leadership and academic motivation, and self-regulating efficacy showed an orientation of coaching leadership and full mediation in relations. In conclusion, the results of this study showed that the coaching leadership of teachers had a positive effect on middle school students' academic motivation, and academic self-efficacy played a partial or complete mediating role in academic motivation. Therefore, we suggested that it is necessary to develop and apply various programs to improve academic self-efficacy in order to improve students' motivation for study.
The Influence of English Proficiency and Text Types on Korean College Students' Paraphrasing for Plagiarism Prevention

This study examines the effects of Korean college students' English proficiency and the English text types on their paraphrases. Korean college students with three groups of English proficiency (high, mid, and low) read two types of English texts, causal texts, and argumentative texts, and paraphrased them in English. Students' paraphrase text was evaluated in terms of content (idea exposition, idea development, and wrap up), organization (coherence and cohesion) and language use (grammatical accuracy), and analyzed by MANOVA. As a result, it was found that there was a significant difference in their paraphrase performance according to the participants’ English proficiency levels rather than the types of English texts. The results of this study have educational implications for English paraphrase education to prevent plagiarism for Korean university students.
Students’ Difficulties in Interpreting Message of Listening Comprehension

This research aimed at finding how does the student’s difficulties in interpreting the message of the listening comprehension, and to know the factors causes of students’ difficulties in interpreting message of listening comprehension for the eleventh-grade students of Madrasah Aliyah Mardhatillah NW Penakak in the school year 2020/2021. The sample of this research was the Eleventh-Grade students of Madrasah Aliyah Mardhatillah NW Penakak. The number of population was 29 students. This research was using qualitative descriptive. The data was gathered by interview, observation and documentation. The result of this research was the Eleventh-Grade students of Madrasah Aliyah Mardhatillah NW Penakak difficult to interpreted message of listening comprehension. It was based on three factors influencing their listening were listening material, listener factor, and physical environment. Therefore, accents, pronunciation, speed of speech, insufficient of vocabulary, different accents of the speaker, lack of concentration were major problems encountered by the Eleventh-Grade students of Madrasah Aliyah Mardhatillah NW Penakak.
Pengolahan Limbah Tekstil Dengan Teknik Mixed Media Untuk Pembuatan Produk Fashion Accessories

Abstract Bandung is an industrial city which produces a lot of production waste every year, one being industrial textile waste. Industrial textile waste that is discarded without processing can pollute the environment. Industrial textile waste can be used with various techniques, one of them is mixed media techniques. Mixed media is a technique that combines various media and/or material without restrictions. Research was conducted in Bandung to maximise processing and utilisation of industrial textile waste. Products that can be made using Industrial textile waste with mixed media techniques are fashion accessories bags and shoes themed â€œbunga nusantara and fairy taleâ€. Manufacturing of these products listed above started with observation of locations where waste was prevalent to utilise to make these products and also interviews with the industrial assistant to obtain further information in regards to quantity of waste, type of waste and other relevant data from textile waste produced. The researcher conducted a literature review through electronic media and visited libraries to complete the research. Selected textile waste was explored to know what kind of mixed media techniques that correctly applied to the product with best composition. The result of the study show that textile waste can be processed with mixed media techniques to make fashion accessories bags and shoes themed â€œbunga nusantara and fairy taleâ€ as design inspiration. Keywords Textile Waste, Mixed Media, Fashion Accessories, Bunga Nusantara, Fairy Tale.
Eversion, ecology, touch, and rain: A post-PC rhetoric

The post-PC era of computing offers digital rhetors an opportunity to innovate their inventional approaches.The new era is one in which an ecology of networked, distributed, sensor-based devices amplify our perceptions of self and world by changing the ecological relations that define our connections to our techno-social environments.By extending Casey Boyle's posthuman practice of rhetorical invention to the new computational era, rhetoricians can develop digital interactive projects that move participants by amplifying the choric bases of their perceptions of self and world.