Reviewerly/exHarmony huggingface dataset:
Can Artificial Intelligence Detect Good (or Bad) Chemistry Between People?

This installment of Computer's series highlighting the work published in IEEE Computer Society journals comes from IEEE Transactions on Affective Computing.
A Novel Twin Parametric Support Vector Machine for Large Scale Problem

In this paper, we propose a stochastic gradient descent algorithm, called stochastic gradient descent method-based generalized pinball twin parametric support vector machine (SG-TPSVM) to solve data classification problems. This approach is developed by replacing hinge loss function in the conventional twin parametric support vector machine (TPSVM) with a generalized pinball loss function. Moreover, the numerical experiment solved by proposed method is shown.
Creating Needs-Based Metadata and Research Data Management Services: Exploring the Requirements of Scientists

Objective — Detailed needs-assessments of the target groups are of particular relevance when developing new services for eScience. This study aims to identify the demands of researchers in natural sciences regarding metadata for research data.Methods — This paper applies the key points of Grounded Theory to analyze eight semi-structured interviews with scientists from the University of Vienna and the Medical University of Vienna. The interviews were conducted from April to May 2019 as part of the project e-Infrastructures Austria Plus funded by the Austrian Federal Ministry of Education, Science and Research.Results — The results illustrate how scientists understand the term “metadata”. The study identifies several examples of describing data as well as six areas of researchers' requirements for data management services. These include the need to design efficient solutions in German and English, the demand for technical infrastructure and dedicated data stewards who bring expertise from a relevant discipline. Service providers further need to take interdisciplinary differences into account when developing new forms of training and support.Conclusion — While the researchers’ statements highlight the various ways they describe data, the interviews also indicate a lack of understanding of the term “metadata”. Together with the six areas of needs and requirements, these demonstrate the need for action by libraries and other service providers in order to further contribute to the development of sustainable research data management.Keywords — Austria, Research Data, Research Data Management, Metadata, Needs Assessment, Natural Sciences
Training of social workers to work with youth (from the experience of non-formal education)

Випуск 77'2020Серія 5. Педагогічні науки: реалії та перспективиFactors influencing the state of health of student youth are considered.The importance of mental and social components and their impact on students' physical health is stated.It is concluded that the concept of lifestyle should be defined as a way of human life.It is analyzed that health is more dependent on lifestyle.It is he who «has a personalized character and is determined by historical and national traditions, education received and personal inclinations».There are economic (standard of living), sociological (quality of life), socio-psychological (lifestyle) and socio-economic (way of life) components of the category «lifestyle».The article focuses on the fact that health is more dependent on lifestyle.It is summarized that lifestyle control should be carried out by the state, society (society), and the person himself.Control by the person himself is possible only if the educational process is organized.Only through education in individual health issues is a person able to endow himself with a certain ability to control his own life, takes personal responsibility for his actions, decisions, and their consequences.
Utilizing Faceapp Application as Media in Teaching Speaking (Practical Ideas and Implementation Guidelines for Speaking Class)

Nowadays, Indonesia was facing Industrial revolution 4.5 and comes for 5.0. It was impacted in all of sector of education especially in teaching-learning process. From these, the stick-holder of department of institution have to fine new solution in facing this era, moreover the condition amid Covid 19 Pandemic. All teacher or even a lecturer have to find solution to renew the method in teaching. As researcher found today in utilizing FaceApp application as a media in teaching speaking skill. This Application can be implemented through practical guidelines made by research which was written in this research articles to be interesting media in teaching speaking. This media can be implemented to do students in trying to describe, discuss, identify, and explain also report about the picture they have as speaking activity in the class. Thus, from this, the researcher classified two research focuses. These are: How are the guidelines of implementing FaceApp as teaching media in speaking and how do student practice their speaking skill by using this media. The method of this research was qualitative descriptive research. Where, the researcher try to describe the practical guideline of FaceApp media in teaching speaking skill. The data of this research is students' speaking transcription gotten in the speaking class activity. While, the source of data in this research is the class activity itself which was recorded in video. In the result of this research was the researcher found ten guidelines for implementing FaceApp application as a media in teaching speaking. These ten practical guidelines can be used to run speaking class activity in describing, analyzing, identifying, discussing and group pairing discussing as speaking practice for English language skill.
RELATIONSHIP OF PARENT PATTERNS AND LEARNING INTERESTS TO IPS LEARNING OUTCOMES

This study was aimed to (1) examine the correlation between parenting style and social studies learning outcomes; (2) examine the correlation between interest and social studies learning outcomes; (3) examine the correlation between parenting style and learning outcomes of social studies interest. This study used a correlation research design with a quantitative approach. This research used a saturated sampling technique of 130 students. The data collection technique used observation, interviews, questionaires and documents. The data collected was then analyzed using the descriptive stastistical and product moment analysis. The results showed that: (1) there was a positive correlation between parenting style and social studies learning outcomes, the interpretation of the closeness of the correlation showed that the category was sufficient at 41.5%; (2) there was a positive correlation between interest and social studies learning outcomes, the interpretation of the closeness of the correlation showed a very strong category that was equal to 81.8%; (3) there was a correlation between parenting style and learning outcomes of social studies interest, the interpretation of the closeness of the correlation showed a very strong correlation that was equal to 88.8%. From the results of the study it could be concluded that there was a positive correlation between parenting patterns and learning outcomes of social studies interest of Elementary Schools of Kartini Cluster Fourth Grade Sub-District of Gubug, Grobogan Regency the interpretation of the closeness of the correlation showed a very strong category that was equal to 81.8%; (3) there was a correlation between parenting style and learning outcomes of social studies interest, the interpretation of the closeness of the correlation showed a very strong correlation that was equal to 88.8%. From the results of the study it could be concluded that there was a positive correlation between parenting patterns and learning outcomes of social studies interest of Elementary Schools of Kartini Cluster Fourth Grade Sub-District of Gubug, Grobogan Regency the interpretation of the closeness of the correlation showed a very strong category that was equal to 81.8%; (3) there was a correlation between parenting style and learning outcomes of social studies interest, the interpretation of the closeness of the correlation showed a very strong correlation that was equal to 88.8%. From the results of the study it could be concluded that there was a positive correlation between parenting patterns and learning outcomes of social studies interest of Elementary Schools of Kartini Cluster Fourth Grade Sub-District of Gubug, Grobogan Regency.
VCFC: Structural and Semantic Compression and Indexing of Genetic Variant Data

Personalized genomic datasets are growing in size at an accelerating pace presenting a dilemma between the need for fast retrieval requiring “near data” and cost of storage, which decreases for “distant media” with larger capacity but longer access time. Instead of database technology, the bioinformatics community has developed an industry standard for compressing and indexing of genetic variant files that store the difference between a person's genome to a human reference genome. These standardizations rely on generic data compression schemes.This work contributes novel domain-specific compression and indexing algorithms that retain the structure and semantics of genetic variation data while supporting common query patterns. A line-based run-length partial compression technique for variant genotype data using a novel indexing strategy is developed and shown to perform well on large sample sets compared to the industry standard. The evaluation over genomic datasets indicates compression at a comparable size for our data representation while resulting in speedup of ≈2X in indexed queries compared to the industry standard. This underlines that our representation could replace existing standards resulting in reduced computational cost at equivalent storage size.
SISTEM PENENTUAN KELAYAKAN PEMBERIAN SUSU FORMULA DENGAN METODE SIMPLE ADDITIVE WEIGHTING (SAW) DAN ELECTRE

Breastmilk (ASI) is the baby's first food. According to WHO, ASI is the best source of nutrition for babies and toddlers. However, not all mothers can breastfeed their babies well. Stopping breastfeeding or even not being given ASI at all can occur for various reasons, for example, the baby's mother is suffering from an infectious disease and it is feared that it will spread to the baby if the baby drinks the mother's milk or the baby's mother is consuming drugs that are quite dangerous. Providing formula milk is an alternative solution to fulfill the baby's nutrition because its content is deemed sufficient to fulfill the baby's nutrition. Seeing the problem, This research, this research offers a solution to determine the feasibility of giving formula milk by making a decision support system with the SAW (Simple Additive Weighting) and Electre methods. The alternatives used by the SAW method consist of 5 alternatives, the Electre method process conducts an assessment by giving a range to the alternative value input. The study obtained results by entering alternative data as many as 5 names of breastfeeding mothers who had doubts in determining whether to use formula milk or not. From the 5 names, Suhartini was chosen as an alternative.
Domain Adaptation for Robust Face Recognition Using Transfer Kernel Learning

In the last decades, for reasons of safety or convenience, biometric characteristics are increasingly being used to identify individuals who wish to have access to systems or places, and facial features are one of the most used characteristics for this purpose. For biometric identification to be effective, the recognition accuracy rates must be high. However, these rates can be very low depending on the difference (displacement) between the domain of the images stored in the database of the biometric system (source images) and the images used at the moment of identification (target images). In this work, we evaluated the performance of a domain adaptation method called Transfer Kernel Learning (TKL) in the face recognition problem. Results obtained in our experiments on two face datasets, ARFace and FRGC, corroborates that TKL is suitable for domain adaptation and that it is capable of improving significantly the accuracy rates of face recognition, even when considering facial images with occlusions, variations in illumination and complex backgrounds.
Development of National University Web-Based Digital Library Information System: Development of National University Web-Based Digital Library Information System

The library is one of the sources to acquire: science. In the library: There is a collection of collections in the field of good science in the form of: books, journals, Proceedings, & Thesis as well as other types of reading. With the development of information technology and the implementation of information systems in various aspects of life: there are also many libraries that utilize information technology as a tool in place to facilitate operational activities in the library. In the field of education, schools and colleges, libraries are: the one condition for college to stand. One of the colleges that have also utilized the information Technology is: National University. UNAS's library has also used information systems to manage books and other reading resources in the library. In addition, the process of borrowing and refunding and registration of members has been made also computerized with the presence of the library information system. members can also: Use the catalogue of books found in the columns in the library to search for the desired library title. Therefore, authors developed a Library website based on: Development of Digital Information System WEB based National University so this makes it easier for members to be able to also access the library title from elsewhere, without having to come into the library.
Do Not Free the Allocated Memory Twice

Trying to free the allocated memory two times causes undefined behavior. The following example shows the wrong usage of two free statements:
Spatially Decomposed Hinge Adversarial Loss by Local Gradient Amplifier

Generative Adversarial Networks (GANs) have achieved large attention and great success in various research areas, but it still suffers from training instability. Recently hinge adversarial loss for GAN is proposed that incorporates the SVM margins where real and fake samples falling within the margins contribute to the loss calculation. In a generator training step, however, fake samples outside of the margins that partially include unrealistic local patterns are ignored. In this work, we propose local gradient amplifier(LGA) which realizes spatially decomposed hinge adversarial loss for improved generator training. Spatially decomposed hinge adversarial loss applies different margins for different spatial regions extending overall margin space toward all fake samples asymmetrically. Our proposed method is evaluated on several public benchmark data sets compared to state of the art methods showing outstanding stability in training GANs.
Position of Students and University Teachers In Didactic Methodical Determination of Higher Education from Aspect of Cyber Information Didactic Theory and Curriculum Theory

In the teaching process, the relationship between students and university teachers is an important determinant of the quality of learning and teaching process. The concepts of didactic theories provide a different approach to the didactic - methodical determination of teaching and the position of students in the scientific - teaching process in relation to the concept of the old school and the traditional pedagogical paradigm of teaching. The student is observed and experienced as a collaborator, learning partner, authoritarian teaching styles are abandoned, democratically oriented communication and interaction are developed, with mutual respect, tolerance and respect for all participants in the teaching process. The analytical - descriptive method, comparative analysis and content analysis were used. The relationship and position of students and university teachers in the teaching process through the prism of didactic theories advocated by Christina Möller and Felix von Cube are presented. The issues of selectivity, cooperation and competitiveness as a starting point for defining the position of students in teaching, purposes and goals of learning, based on the modern pedagogical paradigmatic orientation of the “learning society”, and the analysis of the position and position of students and university teachers through the prism of cyber-information didactic theories and curriculum theories.
Christopher Marlowe and a Mashup of Stylometry and Theater History

Finding the hand of Christopher Marlowe in the plays of his contemporaries is nothing new, but the enterprise never had significant influence on the stories told by theater historians about his place in the playhouse world of early modern London. One reason why is that Victorian scholars and editors (given few biographical details) developed an implicitly antagonistic narrative in which Marlowe, having preceded William Shakespeare to London and professional success, remained somewhat apart. When documents of Marlowe’s final few years did surface in the 1920s and 1930s, they appeared to reinforce his otherness rather than a friendship network with players, fellow dramatists, and playing companies. Another reason is that the activity of disintegrating Shakespeare’s canon lost favor in the first quarter of the twentieth century due to the influence of Shakespeareans such as E. K. Chambers and W. W. Greg, who were at the same time codifying narratives of the history of the late Elizabethan playhouse world. However, practitioners of authorship studies have regained the attention of textual scholars and theater historians. Their computerized programs appear to make the identification of dramatists’ hands scientific (rather than impressionistic), and textual disintegration is again in fashion. In this essay, I consider the implications  of current work in stylometry for theater historians. Not contesting the in- progress reportage of these claims, I consider how recent authorial attributions mash up with stock narratives of Marlowe as a radical personality at some professional distance from the workaday world of the 1590s theatrical marketplace. Keywords : Marlowe, Stylometry, Theater history, Authorship, Elizabethan theatrical marketplace
Attempt to Better Trust Classification Models: Application to the Ageing of Refrigerated Transport Vehicles

CEMAFROID is a company with a french delegated public service, delivering conformity attestations of refrigerated transport vehicles. It studies the ageing of those vehicles, depending on several physiochemical and mechanical factors, for which physical models have been proposed by researchers in thermal engineering. The DATAFRIG® database records more than 300 000 attestations of vehicles over 80 attributes, opening the opportunity to predict the ageing by building a numerical model using machine learning methods. During the development of such a model, several classical questions appeared, regarding the data quality, the field reality and the mistrust of domain experts. In this paper, we propose to use the notion of functional dependencies to address the aforementioned model’s limitations. In particular, we investigate how FDs could help, especially using their counterexamples, that turn out to provide meaningful examples of such limitations, easily interpretable by domain experts. Interestingly, the existence of such counterexamples in the dataset is a way of demystifying the numerical model with the experts, by giving them back the control over their own data. This approach has been tested with domain experts from CEMAFROID, with many positive feedbacks. It is worth noting that this attempt to better trust classification models is not limited to a particular application, and could be generalized to others.
Nearly Optimal Measurement Scheduling for Partial Tomography of Quantum States

Many applications of quantum simulation require one to prepare and then characterize quantum states by efficiently estimating k-body reduced density matrices (k-RDMs), from which observables of interest may be obtained. For instance, the fermionic 2-RDM contains the energy, charge density, and energy gradients of an electronic system, while the qubit 2-RDM contains the spatial correlation functions of magnetic systems. Naive estimation of such RDMs requires repeated state preparations for each matrix element, which makes for prohibitively large computation times. However, commuting matrix elements may be measured simultaneously, allowing for a significant cost reduction. In this work, we design schemes for such a parallelization with near-optimal complexity in the system size N. We first describe a scheme to sample all elements of a qubit k-RDM using only O(3klogk-1N) unique measurement circuits, an exponential improvement over prior art. We then describe a scheme for sampling all elements of the fermionic 2-RDM using only O(N2) unique measurement circuits, each of which requires only a local O(N)-depth measurement circuit. We prove a lower bound of ω(ϵ-2Nk) on the number of state preparations, Clifford circuits, and measurement in the computational basis required to estimate all elements of a fermionic k-RDM, making our scheme for sampling the fermionic 2-RDM asymptotically optimal. We finally construct circuits to sample the expectation value of a linear combination of ω anticommuting two-body fermionic operators with only O(ω) gates on a linear array. These circuits allows for sampling any linear combination of fermionic 2-RDM elements in O(N4/ω) time, with a significantly lower measurement circuit complexity than prior art. Our results improve the viability of near-term quantum simulation of molecules and strongly correlated material systems.
Penerapan Metode Fuzzy Tsukamoto Dalam Penentuan Harga Laptop Bekas

The wisdom in taking a decision on a particular problem is not an easy thing, because too much consideration is taken which is expected to help give a reason certain decisions must be taken. Likewise, the handling of the problem determines the price of used laptop units on the CV. Sumber Jaya Computer Medan. The type of used laptop that is determined by the price will be easier if it is done with an application, because it has done an assessment, then the things needed are like the quality of a used laptop according to the price, processor, hard disk, memory, VGA, Old Usage. Decision support system for determining a leptop price is very appropriate to be applied for handling problems that require self-resolution of computers for processing data specifications that follow selection with efficient and accurate calculations. By using Tsukamoto Fuzzy Logic reasoning in the processing of input and output data, as well as supporting information how much ranking is very supportive in making decisions to determine the price of a used laptop.