Reviewerly/exHarmony huggingface dataset:
Pedagogical bases of preparation of primary school teachers for innovative activity

In this article given information about the preparation of primary school teachers for innovative activities, innovations and a number of theoretical and methodological problems related to the creative activity of the teacher. Changes in the organization and content of innovative activities of educational institutions, the training of teachers in innovative areas are inextricably linked with methodological and technological changes. This approach focuses on the individual's ability to make free choices, in which learning activities play a leading role and can be an important, leading tool in personal development and a way to engage the individual in the learning process.
The features of stage activity. Scientific and methodological materials of the "Acting" specialty

The author demonstrates that in stage art, the actor acts as the creator and, at the same time, as the material from which the stage image is formed, and, as the final result, as the subject of creative efforts. The article shows that this characteristic feature was used by the famous film directors and authors of their own theater systems in the process of their creation. These directors used the phenomenon that both "author" and "performer" get along in an actor at the same time to develop some techniques of acting. The article may be of interest to those who carry out teaching activities in the framework of the "Acting" specialty.
LibGuides: Online Learning Resources: Teaching Platforms

The resources on this guide were compiled by the Online Learning Resources subcommittee of the Campbell University Faculty Senate.
Implementing a Dialogflow Voice Agent in Your Website or App Using the SDK

When COVID-19 started in 2019, many businesses realized that customers are not keen on touching public keyboards and touch interfaces, sources that easily spread bacteria. For example, people started to prefer contactless payments in stores and not touch self-service kiosk devices which you can find at airports, railway stations, or shops. Therefore, it’s a great solution to build voice AI in your hardware devices and applications.
A vigilância como objeto de pesquisa

Review of the book  Tecnopoliticas da vigilância: Perspectivas da margem , organized by Fernanda Bruno, Bruno Cardoso, Marta Kanashiro, Luciana Guilhon and Lucas Melgaco (2018).
Augmented 2D-TAN: A Two-stage Approach for Human-centric Spatio-Temporal Video Grounding

We propose an effective two-stage approach to tackle the problem of language-based Human-centric Spatio-Temporal Video Grounding (HC-STVG) task. In the first stage, we propose an Augmented 2D Temporal Adjacent Network (Augmented 2D-TAN) to temporally ground the target moment corresponding to the given description. Primarily, we improve the original 2D-TAN from two aspects: First, a temporal context-aware Bi-LSTM Aggregation Module is developed to aggregate clip-level representations, replacing the original max-pooling. Second, we propose to employ Random Concatenation Augmentation (RCA) mechanism during the training phase. In the second stage, we use pretrained MDETR model to generate per-frame bounding boxes via language query, and design a set of hand-crafted rules to select the best matching bounding box outputted by MDETR for each frame within the grounded moment.
Quantum Semiparametric Estimation

In the study of quantum limits to parameter estimation, the high dimensionality of the density operator and that of the unknown parameters have long been two of the most difficult challenges. Here we propose a theory of quantum semiparametric estimation that can circumvent both challenges and produce simple analytic bounds for a class of problems in which the dimensions are arbitrarily high, few prior assumptions about the density operator are made, but only a finite number of the unknown parameters are of interest. We also relate our bounds to Holevo's version of the quantum Cramer-Rao bound, so that they can inherit the asymptotic attainability of the latter in many cases of interest. The theory is especially relevant to the estimation of a parameter that can be expressed as a function of the density operator, such as the expectation value of an observable, the fidelity to a pure state, the purity, or the von Neumann entropy. Potential applications include quantum state characterization for many-body systems, optical imaging, and interferometry, where full tomography of the quantum state is often infeasible and only a few select properties of the system are of interest.
Web-Based Lecturer Performance Selection Information System Using Weighted Product (WP) Method

Academic Informatics Management (AMIK) Bogor is a college in Bogor, where the performance appraisal process uses a questionnaire distributed to students for lecturer performance appraisal, the assessment set at the Informatics Management Academic is done by simple calculations looking for the highest score. it is still quite difficult and not accountable in concluding the performance results of a lecturer because the assessment is only done by students. So from these problems the calculation using the weight product method is able to calculate the performance of lecturers with precise accuracy
An intelligent period monitor

Periods—For most women this is a process that occurs every month accompanied with minor annoyances. But there are still a few women out there who face atrocities because they bleed every month. In rural India, menstruation circles around a culture of silence and shame. Keeping in mind the environment and mindset of the target lot that is living here, we are trying to come up with a solution to lessen the burden that they face in a major part of their lives. The purpose of this project is to make people aware of the fact that menstruation is a regular process that is healthy for a female body and not a disease to be afraid of. The vision of this work is to provide access to proper sanitation guidance related to menstruation, instill basic knowledge regarding the same, and break the stigmas associated with it.
Dynamic Customer Embeddings for Financial Service Applications.

As financial services (FS) companies have experienced drastic technology driven changes, the availability of new data streams provides the opportunity for more comprehensive customer understanding. We propose Dynamic Customer Embeddings (DCE), a framework that leverages customers' digital activity and a wide range of financial context to learn dense representations of customers in the FS industry. Our method examines customer actions and pageviews within a mobile or web digital session, the sequencing of the sessions themselves, and snapshots of common financial features across our organization at the time of login. We test our customer embeddings using real world data in three prediction problems: 1) the intent of a customer in their next digital session, 2) the probability of a customer calling the call centers after a session, and 3) the probability of a digital session to be fraudulent. DCE showed performance lift in all three downstream problems.
Theoretical And Practical State Of Preparation Of Students For Pedagogical Activity In The Field Of "Preschool Education"

To the article on the theoretical and practical state of preparation of students for pedagogical activity in the field of “Preschool education”        The article discusses the theoretical and practical state of preparation of students for pedagogical activities in the field of Preschool and the tasks that need to be addressed in this regard.      The respondent showed that they are not ready to work with students, to conduct questionnaires and tests, to conduct interviews and questions, to organize pedagogical activities in preschool education in the pre-test period. Although the students possessed basic theoretical knowledge in the field of “Pedagogics”, they did not have the skills to prepare preschoolers for school life, protect them from negative social influences, and provide pedagogical assistance to families.     Experimental research has shown that in higher education institutions to prepare students for educational activities in real life, more hours should be allocated in the curriculum for practical training.
애니메이션에 나타난 악당 캐릭터 분석 : 미국과 중국 애니메이션 캐릭터 특징을 중심으로

Since the birth of animation, the United States has created many classic characters. For example, Mickey Mouse and Minnie, Tom and Jerry, Lion King, and Nemo, which are imaged with animal images, include Snow White, Bell, Mulan, and Aladdin. In addition, there are villain characters designed with strong personality and personality design, such as Snow White's stepmother Grimheel, Ursula, Bad Girl Crew El Radville, Scar, Captain Hook, and so on. These animation characters have been remembered for a long time with stories in people's minds, and have also brought laughter and emotion to people all over the world, which has brought a lot of business value to animation companies. Recently, the villain of American animation works is becoming more and more suited to the taste of the audience. The villain is not a symbolic image of the brutality we have seen before. They are not only visual images with rich and diverse personalities, but are also designed to suit the tastes of the public with a multifaceted inconsistency. They appear as ordinary people in our lives in works, or as powerful people who are not realistic. The villain characters designed in this way are real human miniatures appearing in the relationships in our lives, and they cannot judge good or bad only by their appearance. Through the study of villains in American animation, many villains in American animation were summed up, and villains could be classified into three types: brutal, violent, and sneaky. Based on this, it was possible to analyze the appearance and attire of the villain character in American animation, and to create a vivid and popular image of the villain, it was found that the character of the character should be emphasized when constructing the shape and costume of the villain character. In conclusion, the attractive formation of villain characters is an important part for successful animation. The production of vivid and long-lasting villain characters must begin with detailed settings such as personality, shape, and dress from the planning stage, which is not only the intention of the producer, but also a reflection of the aesthetic psychology that society should pay attention to today.
Guides: Public Humanities: Web Resources

A guide to resources supporting research in the Public Humanities. A guide to major websites in the public humanities.
Game of Gradients: Mitigating Irrelevant Clients in Federated Learning

The paradigm of Federated learning (FL) deals with multiple clients participating in collaborative training of a machine learning model under the orchestration of a central server. In this setup, each client’s data is private to itself and is not transferable to other clients or the server. Though FL paradigm has received significant interest recently from the research community, the problem of selecting the relevant clients w.r.t. the central server's learning objective is under-explored. We refer to these problems as Federated Relevant Client Selection (FRCS). Because the server doesn't have explicit control over the nature of data possessed by each client, the problem of selecting relevant clients is significantly complex in FL settings.In this paper, we resolve important and related FRCS problems viz., selecting clients with relevant data, detecting clients that possess data relevant to a particular target label, and rectifying corrupted data samples of individual clients. We follow a principled approach to address the above FRCS problems and develop a new federated learning method using the Shapley value concept from cooperative game theory. Towards this end, we propose a cooperative game involving the gradients shared by the clients. Using this game, we compute Shapley values of clients and then present Shapley value based Federated Averaging (S-FedAvg) algorithm that empowers the server to select relevant clients with high probability. S-FedAvg turns out to be critical in designing specific algorithms to address the FRCS problems. We finally conduct a thorough empirical analysis on image classification and speech recognition tasks to show the superior performance of S-FedAvg than the baselines in the context of supervised federated learning settings.
Jumping the Queue: From NASA to the Commercial Cloud

NASA's High-End Computing Capability (HECC) Project has made it possible for its users to run on commercial cloud resources in a seamless way. In the first of three phases, we implemented a pilot project for a few users, enabling them to “jump the queue” and burst jobs from the HECC environment to Amazon Web Services (AWS). By using GPU-accelerated nodes at AWS, the users were able to make significant advances in their research. The second phase of the project made AWS access available to all HECC users and added accounting to make users responsible for cloud charges. We are also enabling export-controlled work through the use of AWS GovCloud. In the third phase, we will add web-based mechanisms to permit non-HECC users to access cloud resources for their HPC projects.
Business Model Canvas: Stingless Bee Honey / Nur Faizah Roslan

Key activities for my business are stingless bee honey stand. This functional product helps the customer to be more efficient. This product is worth to invest in since it can prevent pest attacks to the stingless bee honey because if there are the enemy of the beehive, it capable of invading the colony. Hence, it can avoid stingless bee honey breeder loss
Significance of the Expression of CD45 and 117 and Their Clinical Impact in Acute Myeloid Leukemia among Sudanese Patients

Background: Acute myeloid leukemia is an aggressive, clonalneoplasm, with maturation arrest in granulopoiesis, resulting in an accretion of immature myeloblasts in the bone marrow. This study was prospective study conducted in Khartoum state during period from October 2018 up to January 2021. Objective: This study was aimed to determine the significance of the expression of CD45 and CD117 in Sudanese Patients with Acute Myeloid Leukemia, and their clinical impact. Method: The study population was selected as 100 AML patients as study group. 2.5 ml of venous blood were collected in (EDTA) for examination of peripheral Blood smears and complete blood count, aspirate and trephine biopsy of bone marrow were collected for smearing, staining and detected CD markers by using flowcytometry. Results: The frequency of CD45 and CD117 were (100%, 68.7% respectively). The study was reflect insignificant difference in CD45 and CD117 in correlated to age with p.value (0.854, 0.982, respectively) and also insignificant difference when correlated to gender male and female with p.value (0.427 and 0.075, respectively). The result showed that CD 45 expression was significant decreased in bone marrow sample than peripheral sample with p.value (0.033) and CD117 expression was insignificant difference between bone marrow sample and peripheral sample with p.value (0.361). Also study reflect that D45 expression in correlated to FAB classification was strongest being in M2 subtype with (P-value = 0.805) and CD117 was detected more in M3 subtype with p.value (0.04). Conclusion: the present study concluded that all AML patients had CD45, 68.7% were positive CD117 and also reflect that CD45 expression was strongest being in M2 subtype and CD117 expression was strongest being in M3 subtype.
LibGuides: Faculty Support Services: Collection

This portal provides information about library resources and services that can support faculty teaching and research
Robust Property-Preserving Hash Functions for Hamming Distance and More.

Robust property-preserving hash (PPH) functions, recently introduced by Boyle, Lavigne, and Vaikuntanathan [ITCS 2019], compress large inputs x and y into short digests h(x) and h(y) in a manner that allows for computing a predicate P on x and y while only having access to the corresponding hash values. In contrast to locality-sensitive hash functions, a robust PPH function guarantees to correctly evaluate a predicate on h(x) and h(y) even if x and y are chosen adversarially after seeing h.
Discussion on the Pragmatic Value of Fuzzy Linguistics in College English Teaching

Language is the main way for people to communicate and communicate. Fuzzy language, as an important linguistic feature, has strong pragmatic value and is widely used in English communication. At present, the use of fuzzy language in College English teaching is conducive to stimulate students' interest and enthusiasm in learning and improve teaching effectiveness. This paper focuses on the pragmatic value of fuzzy linguistics in College English teaching.
관광일본어 교재에 대한 사회언어학적 배경 고찰

The current study examines the current status of tourism Japanese textbooks, and suggests using the results to enhance tourism Japanese education programs. The goal is to advance the role of foreign language service in the tourism industry. As to the increase in the publication of tourism Japanese textbooks there are several aspects: Such publications increased before and after large national events. The increase in the number of foreign tourists during the Visit Korea Year led to the increase in the publication of tourism Japanese textbooks, which are linked to the Japanese education of tourism industry workers. The increase in their publication should accompany the adequate development of contents that are appropriate for field practice of the tourism industry. The current study examines and analyses to understand whether such tourism Japanese textbooks comply with the needs of the time.
Classification of Heart Disease Diagnosis using the Random Forest Algorithm

The heart is an important part of the human body organs. But it does not rule out this heart problem and causes several symptoms, causing deadly heart disease. Therefore, many studies are used to obtain fast, precise and accurate heart disease diagnosis data. One of them is the classification of heart disease diagnoses using the Random Forest algorithm. This random forest algorithm method uses several unified decision trees. So that accurate results can be obtained regarding the diagnosis of this heart disease. The accuracy obtained from the experimental results using the Python programming language is 85.3%.
TOWARDS FREE-VIEWPOINT VIDEO CAPTURE IN CHALLENGING ENVIRONMENTS FOR COLLABORATIVE &amp; IMMERSIVE ANALYSIS

Abstract. The ability to capture and explore complex real-world dynamic scenes is crucial for their detailed analysis. Tools which allow retrospective exploration of such scenes may support training of new employees or be used to evaluate industrial processes. In our work, we share insights and practical details for end-to-end acquisition of Free-Viewpoint Videos (FVV) in challenging environments and their potential for exploration in collaborative immersive virtual environments. Our lightweight capturing approach makes use of commodity DSLR cameras and focuses on improving both density and accuracy of Structure-from-Motion (SfM) reconstructions from small sets of images under difficult conditions. The integration of captured 3D models over time into a compact representation allows for efficient visualization of detailed FVVs in an immersive multi-user virtual reality system. We demonstrate our workflow on a representative acquisition of a suction excavation process and outline a use-case for exploration and interaction between collocated users and the FVV in a collaborative virtual environment.
Ethos of Science

Analyzed is the problem of principles of scientific ethos in educational environment of university. At present, as a result of the activation of youth (student, master's and postgraduate) science — our scientific future — it is important to instill in people entering science the principles of the scientific ethos, which make it possible to build productive relationships within the scientific community, as well as between the scientific community and society. Of course, the topic “Science and Ethics” is relevant for mature scientists as well. The article is a brief outline of the ethics of science as one of the areas of applied ethics. The 4 norms of the scientific ethos of CUDOS proposed by R. Merton are considered: Communalism: the belief about the common heritage of scientific knowledge; Universalism: assessment of the truth of the provisions should be independent of titles, gender, age, race of scientists; Disinterestedness: the primary stimulus of a scientist’s activity is a disinterested search for truth; Organized Skepticism: Organized skepticism, the duty of the scientist is to objectively assess the soundness of what his colleagues have done and the reliability of his results. Using the golden rule of morality, additional norms have been formulated: not to commit plagiarism; do not falsify data; not to interfere with the publication of the works of opponents; 8) not hush up arguments that contradict their concept; prevent undeserved co-authorship; in the references, cite only works related to the essence of the problem; fairly evaluate the contribution of employees to the overall work; it is inadmissible to present a compilation instead of a scientific work; not to publish papers on a problem in which you do not have sufficiently complete information; give an adequate assessment of the work of colleagues; do not sell their authorship; be humble and respect opponents; and be intolerant of violation of the norms of the scientific ethos by others. In the context of the development of applied science and its commercialization, a tendency arose to abandon the Merton norms. The norms of the PLACE system by J. Ziman are described (property rights, patents; solving local problems; setting the research goal by authoritarian authorities; work to order; work of a limited circle of experts). When abandoning Merton’s norms, the peculiarities of fundamental and applied science are not taken into account. The article shows that Merton norms and additional norms apply to classical science and modern fundamental science. Ziman highlighted norms, as well as additional norms refer to applied science. Additional norms apply to both fundamental and applied science, and these are general norms of modern science. It is suggested that on the basis of the convergence of fundamental and applied research, a single ethos of science can be formed.
Developing a Theory of Mind: A Connectionist Investigation

This chapter presents a connectionist model that accounts for this change in behavior without necessarily positing an explicit theory of mind. The particular task modeled here is the deceptive box or Smarties test, in which a child is shown a Smarties tube containing some pencils and then asked what another child might think is inside. By using a connectionist approach, one can show a smooth and seamless change in performance that is accounted for simply by the training set presented to the network. The network consists of three layers; an input bank, a partially connected hidden layer and an output. The results of the network match the developmental progression of children, passing from an early Pencils stage to a Smarties stage, with a smooth developmental progression. The network is able to replicate other aspects of this development, for example the fact that a noisier environment.
La libertà di scelta del medico di medicina generale. La centralità del rapporto fiduciario medico-paziente

The relationship of trust that exists between the patient and the general practitioner is an essential element within the legislation and jurisprudence in reason. Only by keeping this element in mind is it possible to understand the relationships between the patient’s freedom of choice and the organizational limits of the National Health Service.