Reviewerly/exHarmony huggingface dataset:
DRAMATIC READING OF THE TEXT OF PLAY SCRIPT THROUGH AUDIO RECORDING

Media of audio recording can be made as the media of learning, whether it's done in the class or outside the class such as study group. Using audio recording in smart phone or hand phone enables the learning of practical tutorial model, and one of them is the learning material of theater art. For art teacher in the school particularly theater teacher, it's very difficult for students to memorize the play script in role playing. When art teacher gives realism play script, main thing responded by students is the difficulty of memorizing the scripts because these scripts written by authors that are very familiar with theater world are full of meaningful literary words. Teacher or trainer reads the script dramatically (dramatic reading while recording). From dramatic reading, it's seen the plot of script dramatically and described the atmosphere in the script wholly. Teacher or trainer hands out recording result to students or actors via WhatsApp, Line, and other applications of social media and students can read the script while listening for the result of teacher's or trainer's recording. Memorizing process will be faster if the students listen to the recording by using handset. Utilizing technology can facilitate theater exercise.
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images

We consider preoperative prediction of thyroid cancer based on ultra-high-resolution whole-slide cytopathology images. Inspired by how human experts perform diagnosis, our approach first identifies and classifies diagnostic image regions containing informative thyroid cells, which only comprise a tiny fraction of the entire image. These local estimates are then aggregated into a single prediction of thyroid malignancy. Several unique characteristics of thyroid cytopathology guide our deep-learning-based approach. While our method is closely related to multiple-instance learning, it deviates from these methods by using a supervised procedure to extract diagnostically relevant regions. Moreover, we propose to simultaneously predict thyroid malignancy, as well as a diagnostic score assigned by a human expert, which further allows us to devise an improved training strategy. Experimental results show that the proposed algorithm achieves performance comparable to human experts, and demonstrate the potential of using the algorithm for screening and as an assistive tool for the improved diagnosis of indeterminate cases.
Bridging Disentanglement with Independence and Conditional Independence via Mutual Information for Representation Learning.

Existing works on disentangled representation learning usually lie on acommon assumption: all factors in disentangled representations should beindependent. This assumption is about the inner property of disentangledrepresentations, while ignoring their relation with external data. To tacklethis problem, we propose another assumption to establish an important relationbetween data and its disentangled representations via mutual information: themutual information between each factor of disentangled representations and datashould be invariant to other factors. We formulate this assumption intomathematical equations, and theoretically bridge it with independence andconditional independence of factors. Meanwhile, we show that conditionalindependence is satisfied in encoders of VAEs due to factorized noise inreparameterization. To highlight the importance of our proposed assumption, weshow in experiments that violating the assumption leads to dramatic decline ofdisentanglement. Based on this assumption, we further propose to split thedeeper layers in encoder to ensure parameters in these layers are not sharedfor different factors. The proposed encoder, called Split Encoder, can beapplied into models that penalize total correlation, and shows significantimprovement in unsupervised learning of disentangled representations andreconstructions.
212 Increased expression of YAP/TAZ encourages outgrowth establishment and three-dimensional colony formation and boosts plasticity of parthenogenetic stem cells

Cell proliferation, apoptosis, and differentiation are essential processes from the early phases of embryogenesis to adult tissue formation and maintenance. These mechanisms also play a key role in embryonic stem cells (ESCs), which are able to proliferate maintaining pluripotency and, at the same time, give rise to all populations belonging to the three germ layers in response to specific stimuli. ESCs are, therefore, considered a well-established invitro model to study the complexity of these processes. We previously generated porcine and human diploid parthenogenetic embryonic stem cells (ParthESC) that showed many features and regulatory pathways common to biparental ESCs. However, we observed that monoparental cells demonstrated a greater ability to form outgrowths and generate stable three-dimensional (3D) spheroid colonies, which are distinctive signs of high plasticity (Brevini et al. 2010 STCR 6; https://doi.org/10.1007/s12015-010-9153-2). In the present study, we compared porcine and human biparental ESCs and ParthESC. Pluripotency gene expression was analysed and ELISA tests for global DNA methylation and total YAP levels were performed. Our results showed that ParthESCs showed significantly higher expression levels of YAP and TAZ than biparental ESCs. In contrast, the analysis of the upstream genes involved in the Hippo signalling pathway revealed no differences. We demonstrated that YAP remains in a dephosphorylated form, encouraging its nuclear compartmentalization and direct interaction with the nuclear transcription factors TEADs and SMADs, that are also upregulated and maintain pluripotency, repressing differentiation processes (Beyer et al. 2013 Cell Rep. 5, 1611-1624; https://doi.org/10.1016/j.celrep.2013.11.021). These complex regulatory interactions accompanied the overexpression of the pluripotency-related genes OCT4, NANOG, REX1, SOX2, UTF1, and TERT. In parallel, we observed a decrease of DNMT3 and DNMT4 activity that resulted in a global DNA hypomethylation and a chromatin high-permissive state. Altogether, our results demonstrate a significant upregulation of YAP/TAZ activity in monoparental cell lines. This may account for their greater ability to form outgrowths and generate 3D spheroid colonies and increased plasticity compared with biparental counterparts. It is interesting to note that YAP mRNA is supplied and expressed by the oocyte and is maternally inherited (Yu et al. 2016 Cell Res. 26, 275-287; https://doi.org/10.1038/cr.2016.20). Although further clarifications are needed, we hypothesise that its higher expression in ParthESC may be related to the strictly maternal origin of these cells. This study was supported by the Carraresi Foundation. Authors are members of the COST Actions CA16119.
Data Authentication Based on Discrete Random Convolutional Neural Network

Data authentication is an efficient way to enhance the security of data transmission, especially for the resource-limited terminal devices in edge computing system. Authentication through physical layer channel characteristics is a lightweight method compared with that based on cryptography. With the popularity of deep learning, this paper proposed a discrete random convolutional neural network applicable for the channel matrix, which extracts more feature information in convolution step without increasing the required memory by discrete random movement of the convolutional kernel. Itâ€™s suitable for protecting the data transmission between micro terminals in edge computing.
A YANG Model for User-Network Interface (UNI) Topologies

This document defines a YANG data model for representing an abstractview of the Service Provider network topology containing the pointsfrom which its services can be attached (e.g., basic connectivity,VPN, SDWAN). The data model augments ietf-network model by adding theconcept of service-attachment-points.The service-attachment- pointsare an abstraction of the points to which network services (such as L3VPNs or L2 VPNs) can be attached.
The Effect of Use the Camtasia Studio 8 Learning Media on Student Learning Outcomes in Class VII Middle School Swasta Jambi Medan

The purpose of this paper is to determine the effect of using Camtasia Studio 8 learning media on student learning outcomes.This paper uses the experimental method, the experimental design used is a non-equivalent control group design which is a form of quasi experimental research method.This study was divided into two groups, the experimental group was research using Camtasia Studio 8 learning media, and the control group without using learning media.The population in this study were all students of class VII Medan Jambi Private Middle School as many as 93 people, while the sample in this study were 61 people, one class as an experimental class and one class as a control class.From the results of research and data analysis it can be concluded that there is a very significant effect using Camtasia Studio 8 learning media on student learning outcomes in class VII Jambi Jambi Private Middle School, where student learning outcomes using Camtasia Studio 8 learning media are higher than learning outcomes without using learning media.The results obtained by using the Camtasia Studio 8 learning media are 87.73, while the results obtained without using Camtasia Studio 8 learning media are 58.80.So, it can be concluded that using Camtasia Studio 8 learning media in class VII of Jambi Medan Private Middle School is more effective in improving student learning outcomes.
Digital competence: abilities of a lecturer and expectations of students (Ukrainian-Polish context)

Abstract: The task of shaping the IT competence of a modern teacher, in particular academic teacher, is quite current and important. It is associated with the turbulent development of information and communication technologies, with the formation of an information society. The purpose of the article is to analyze the features and dynamics of the formation of digital competence of university lecturers in Ukraine and Poland, to identify and justify the direction of increasing the digital competence of lecturers of higher education. Has presented the positive experience of universities of Ukraine and the Republic of Poland in improving the level of digital competence of teachers, recommendations of research teams on improving the digital competence of lecturers and conclusions and prospects for further research
Motivasi Siswa dalam Pembelajaran Berbicara Menggunakan Permainan Bergambar Pada Siswa Kelas Tujuh di MTs Al-Munawaroh Cirebon

This research tried to find out the students motivation using picture games strategy in learning speaking of Mts Al-Munawaroh Kec. Pabedilan Kab. Cirebon. This research was based on the fact that the students still have problems during teaching learning English in the class, although they have been studying English every week. The research method uses qualitative method as known also by descriptive approach. The research finding as follows: 1) There are 28 from 30 (93.3%) students who states that picture games provide development and motivate the students in speaking skill can be seen from each activities that has been applied in the classroom. 2) Most the students states that picture game give motivating and make the students active in learning speaking. They have interesting activities. So they felt enthusiastic, excited, enjoy and active. 3) The effort from the teacher consists of four effort such as giving score, giving praise and reward, competition and punishment
Level Selector Network for Optimizing Accuracy-Specificity Trade-Offs

With the increase in visual categories that become more and more fine-granular, maintaining high accuracy is a challenge. As the visual world can be organized in a semantic hierarchy, which is usually in form of a directed acyclic graph of many levels of abstraction, a classifier should be able to select an appropriate level trading off specificity for accuracy in case of uncertainty. In this work, we study the problem of finding accuracy vs. specificity trade-offs. To this end, we propose a Level Selector network, which selects the class granularity for the class prediction for an image or video, and a self-supervision based training strategy to train the Level Selector network. We show as part of the empirical evaluation, that our approach achieves superior results compared to the current state of the art on large-scale image and video datasets.
Efficient and effective keyword search over encrypted data in cloud

Searchable Encryption (SE) systems provide cloud information with safety and privacy. The current SE methods allow multiple users to search using various systems such as Broadcast Encryption (BE), Attribute-Based Encryption (ABE), etc. These systems, however, do not allow various users to conduct the search procedure over various owners ' encrypted information. Some SE systems require a Proxy Server (PS) that allows various users to search. However, these approaches incur a huge computational burden on PS due to the repeated encryption of the user queries for transformation purpose to ensure that users’ query is searchable over the encrypted data of multiple owners. Therefore, this project recommends a safe proxy server strategy to eliminate this computational burden on PS that conducts the search procedure without transforming user queries. This method also returns appropriate top-k records to user queries using a similarity method to Euclidean distance. This strategy is effective in terms of search time and precision based on the experimental study. This scheme does not allow making search operations over the data owned by multiple owners that is do not supports search operations in multiple owners and multiple user environments. So we proposed in this project half encryption-based multi-user keyword search over encrypted cloud data. In this project, the data owner creates an index for each document. It encrypts the document collection and sends the encrypted documents over to the cloud server. The words in the indices are partially encrypted with the owner’s secret key and then these indices are sent to the proxy server. This project we have proposed two algorithms IBE algorithm to perform the Encryption. Top Rank, the files, and another algorithm is the TF/IDF algorithm which calculates the term frequency of each keyword.
Penerapan Metode Waterfall dalam Rancang Bangun Aplikasi Penyewaan Alat Perkemahan pada Selamet Outdoor Tambun

Abstract Slamet Outdoor Adventure is one of the camping and outdoor equipment rental service providers in Tambak. In this discussion the author explains in the background that slamet outdoor adventure still uses a manual system, starting from processing customer data, goods, packages, recording rental transactions, recording returns transactions and recording reports on all transactions. Then we need a specially designed program using Visual Basic 6.0 for the interface and the database uses MySQL which aims to store the data. With computerized camping equipment rental at Slamet Outdoor Adventure Shop this will make it easier for all transactions, so the system will run faster and more accurately and better than the previous system. By turning on the cycle flow of the waterfall diagramKeyword-Rental, Returns, waterfall
Reconfigurable Parralel Multiple in the Galois Fields in Combination Logic

The concept of “multiplier” in Galois fields, which are widely used in cryptography and noiseresistant coding, is considered. The architecture of a parallel multiplier for the Galois fields is analyzed. Reconfigurable multiplier is constructed. It is shown that the use of this type of multiplier will significantly reduce the number of logic gates
Subject Review: Comparison Between 3DES, AES and HiSea Algorithms

Security is one of the main sources of information protection, especially sensitive information that is transmitted over the Internet. Encryption is one of the most important elements used, which is an effective and necessary element to provide high-level security communication between different entities by transmitting unclear and encrypted information that does not allow unauthorized person to access, the method of choosing the appropriate and correct encryption algorithm is important to provide a secure connection that provides a more efficient and accurate encryption system. In this paper, we will review the algorithms (Triple DES, AES &amp; HiSea) for secret key encryption that are most commonly used for this type of encryption.
Kajian Karya Foto “Child With Toy Hand Grenade” – Diane Arbus Dengan Menggunakan Pendekatan Semiotika Fotografi

Basically, more than a documentation media, photography is also can be regarded as media with a unique nature. Its caractheristic, which offer an actual representation to its viewers, made photography as distinctive medium compared to other medium in visual art.  Therefore photography can contain lots of interesting informations, which is worth to be study and analyse. “Child With Toy Hand Grenade” of Diane Arbus is the subject of the following study. The Choice was based one its complexity and attractiveness aspects of the visual informations offered. Therefore, this study aims to analyse the photography work of Diane Arbus using Photography semiotic as its approach.
АНАЛИЗ СОСТОЯНИЯ СОХРАННОСТИ ПЕТРОГЛИФИЧЕСКОГО КОМПЛЕКСА КАРАКИЯСАЙ И ОПРЕДЕЛЕНИЕ ЗАДАЧ ПО ЕГО КОНСЕРВАЦИИ И СОХРАНЕНИЮ

The paper features an assessment of the condition of an archaeological complex with petroglyphs located on the southern slopes of the Karjantau (Uzbekistan). Although this signifi cant site was discovered over sixty years ago, monitoring of its condition and necessary conservation activities have not been conducted. Serious losses and damaging of many stone surfaces the of petroglyphical complex were identifi ed as a result of correlation of documentary data collected during our research with the published trace drawings of rock carvings and tourist photos of an earlier period. The authors present an analysis of the main processes infl uencing the preservation of the petroglyphs, and photo materials on the main damaged areas at Karakiyasay. Theprimary objectives were determined concerning the urgent activities on practical conservation and restoration of the unique site.
Aplikasi Lectora Inspire Dalam Pembelajaran Ekonomi Kelas 10 di SMA Muhammadiyah 1 Surakarta Tahun Ajaran 2019/2020

This research is conducted with the purpose to produce a media learning product which can be used in learning process. The learning media which is produced is Lectora Inspire application based learning media which is is conducted in SMA Muhammadiyah 1 Surakarta. The purpose of this study is to produce Lectora Inspire application-based learning media products that are effectively used in learning and analyzing the needs of students and teachers for Lectora Inspire application-based learning media.This research is the kind of 4D model Define, Design, Development, and Disseminate . The kind of data in this research uses quantitative and qualitative data. Quantitative data is data which is gained from product appropriataness questionnaire distribution, while the qualitative data is the described score criteria and data from comment and suggestion about the appropriataness of the use of learning media using Lectora Inspire in learning activity process. The technique of data analysis uses descriptive qualitative analysis.The results of this development research produce learning media products based on Lectora Inspire applications on economic subjects on the subject matter and their interactions in economic activities that have been declared effective and can be used in learning based on the assessment of media experts and material experts as well as responses from students, the results of the evaluation of the effectiveness of instructional media based on Lectora Inspire material expert assessment obtained an average of 92.5% and included in the category very valid. The evaluation of media experts is obtained an average of 90% and falls into the very valid category. While the assessment of respondents or product trial subjects obtained data with an average of 88% and included in the category very feasible. The results of the calculation of student learning outcomes before the use of instructional media amounted to 45.76 while after the use of instructional media rose to 86.16. Based on the results of the feasibility assessment and student learning outcomes before and after the use of learning media it can be concluded that the learning media products are effective and can be used in learning activities.Keywords: economy, lectora inspire, learning media.
The Role of Adult and Non-Formal Education in the Eradication of Hatespeech as a Catalyst for National Disintegration in Nigeria

Hate is among the most powerful of human emotions -it has caused great suffering -and yet it has been understudied by psychologists.The study was conducted to assess the role of adult and non-formal education in the eradication of hate speech as a catalyst for national disintegration."Hate speech undermines the essence of public good."When a society is defaced with anti-Semitic signage, burning crosses and defamatory racial leaflets," the assurance of security "evaporates."The study set out with the objectives of finding out the causes of hate in the society; to evaluate the strength and implications of language use; to ascertain the disintegrating socioeconomic effects of hatespeech if left to continue; to ascertain the level of government commitment of fostering unity among its geopolitical zones and to ascertain the strategies to be employed in addressing hatespeech and helping those affected by verbal and non-verbal abuse.A simple random sampling technique was used to sample 90 respondents.The simple frequency and percentage was used to analyse the data gotten.The results arrived at include that Freedom of speech, though sacrosanct, is not absolute.Our freedom is a shared one, limited by the freedom of others.Citizens must draw the line between free speech and arbitrary spite.For a multi-ethnic state with fault lines such as ours, the lasting solution lies in healing the cleavages that promote ethnic division.This also means the triumph of a national identity that transcends the opportunistic ethnocentric group identity, which has been the bane of Nigeria's nationhood.On this note this research seeks to reiterate the call for the restructuring of Nigeria in a manner of true federalism.
IMPLEMENTASI SISTEM MANAJEMEN DALAM PENGOLAHAN DATA LAUNDRY STUDY KASUS “RICA UTAMI”

Laundry is a business that is engaged in providing services, laundry work includes washing clothes, curtains, dolls and so forth. Rica Utami Laundry is a business that is engaged in laundry service providers founded by Ms. Rica Utami as the laundry business owner. At Rica Utami Laundry the data processing in this business is still using a manual process, from processing the laundry transaction data to making laundry transaction reports all of which are still processed in a book. This manual system is very inhibiting the processing of laundry data itself. Based on this problem, the authors raise a problem entitled implementation of the management system in processing data laundry, making it easier for Rica Utami Laundry to see transaction report data every day even every month. Based on testing and analysis of results, it can be proven that this program is very helpful for the laundry especially the laundry business owner because the processing of data and reports can be done quickly with a computerized system. Keywords: Management System, Laundry, Rica Utami .