Reviewerly/exHarmony huggingface dataset:
Linear Artificial Forces for Human Dynamics in Complex Contexts.

In complex contexts, people need to adapt their behavior to interact with the surrounding environment to reach the intended destination or avert collisions. Motion dynamics should therefore include both social and kinematic rules. The proposed analysis aims at defining a linear dynamic model to predict future positions of different types of agents, namely pedestrians and cyclists, observing a limited number of frames. The dynamics are defined in terms of artificial potentials fields (APFs) obtained by static (e.g., walls, doors or benches) and dynamic (e.g, other agents) elements to produce attractive and repulsive forces that influence the motion. A linear combination of such forces affects the resulting behavior. We exploit the context using a semantic scene segmentation to derive static forces while the interactions between agents are defined in terms of their reciprocal physical distances. We conduct experiments both on synthetic and on subsets of publicly available datasets to corroborate the proposed model.
The History Of Genius Discovery Software

This article description the conception of History of Genius Discovery (History GD) software. The software has few similarities with GitHub software that have got wide famous at the professional developer’s community. The software appealed to solve two main science issues. History GD will save science and cultural heritage of Russian scientists and accumulate initial data for measuring tendencies of science theorems formation. The last will give the probability for appending The Structure of Scientific Revolutions by Thomas S. Kuhn by using numeric big data. Also, the software will minimise probability of losing scientific manuscripts by reason of scientists deaths. Software engineering, sociology, philosophy, law, and history are five scientific directions that are used as base for creating this software. The idea of creation have got at Kazan Federal University when we learned Big Data Science.
Comparative analysis of real-time messages in big data pipeline architecture

Nowadays, real-time messaging system is the essential thing in enabling time-critical decision making in many applications where it is important to deal with real-time requirements and reliability requirements simultaneously. For dependability reasons, we intend to maximise the reliability requirement of the real-time messaging system. To develop a real-time messaging system, we create real-time big data pipeline by using Apache Kafka and Apache Storm. This paper focuses on analysing the performance of producer and consumer in Apache Kafka processing. Apache Kafka is the most popular framework used to ingest the data streams into the processing platforms. The comparative analysis of Kafka processing is more efficient to get reliable data on the pipeline architecture. Then, the experiment will be conducted the processing time in the performance of the producer and consumer on various partitions and many servers. The performance analysis of Kafka can impact on messaging systems in real-time big data pipeline architecture.
Development of Professional Subject-Oriented Competencies of Future PR-Specialists

The paper deals with problem development of professional subject-oriented competencies of future PR-specialists. We focused on competencies, which determine the main educational program Advertising and Public in the Field of Physical Culture and Sports. The field of professional activity of bachelors in this area includes communication processes in the field of physical culture and sports; technologies for the formation of the image of personalities and sports organizations; management of public opinion in target audiences. We concentrated on the consideration levels of learning information assimilation. We made the conclusion that result of an independent search of Advertising and Public Relations techniques and means in the field of physical culture and sports, the student rises to the creative level of problem solving.
Pengembangan Bahan Ajar Tematik-Integratif Saintifik Siap Tayang Bagi Guru SDN 13 Biru dan SD Inpres 12/79 Biru 1 Watampone

Abstract. This community Service Program partner was the teachers in Elementary Schools namely SDN 13 Biru and SD Inpres 12/79 Biru 1 in Watampone Regency. The problems were: (1) the teachers still have difficulties in finding ideas to develop online learning materials; and (2) the teachers still lack optimal in utilizing learning resources and technology in learning activities. The methods used were: lectures, discussions, questions and answers conducted virtually (online). The results showed that teachers’ understanding of the concept of teaching material that is scientific thematic-integrative has increased, creating learning video scripts, utilizing and using technology to create/develop learning videos that are interesting and innovative.
The best approximation of a given qubit state with the limited pure-state set

The preparation of quantum states lies at the foundation in the quantum information processing. The convex mixing of some existing quantum states is one of the effective candidate. In this paper, we mainly study how a target quantum state can be optimally prepared by not more than three given pure states. The analytic optimal distance based on the fidelity is found. We also show that the preparation with more than four states can be essentially converted to the case with not more than four states, which can be similarly solved as the case with three states. The validity is illustrated by the comparison of our analytical and numerical results.
Accessibility, Difficulties and Advantages of the Online Study for COVID-19 in a Presential Postgraduate on Education

This research presents the results of a study carried out with students in a program degree of master in Education on the assessment of Online courses at the end of a course in the June - September 2020 semester at a public university in the southern highland of Peru 309 students from four master's specialities and a doctoral program, from different semesters answered a questionnaire with 24 questions in four dimensions: 1 Conditions of online classes, with six indicators (manifest variables), 2 Difficulties in online classes and their six indicators, 3 Assessment of the advantages of online classes, and 4 Use of online resources by the professor A total of twenty questions were obtained with convergent and divergent validity of constructs and good indicators of goodness of fit Also, a structural model of trajectory analysis confirmed that the high valuation of the advantages of the online courses for classroom programs is significantly explained by the valuation of good accessibility and connectivity of the students and by the high valuation of the use of their teachers of technological resources, and due to a lower perceived difficulty in the management of virtual classes The age of the students and the different levels of the courses indirectly influenced the perception of the advantages of online courses
Argumen Toulmin Sebagai Acuan Dasar Untuk Mengevaluasi Konstruksi Argumen Teks Dalam Instrumen Tes Bahasa Indonesia

Learning Indonesian must result in evaluations that can be measured through test instruments, namely questions. In fact, the Indonesian language test instrument is always inseparable from the text. The text in the Indonesian language test instrument can function as stimulation, especially in objective questions. In this connection, the text used in the test instrument must meet the feasibility standard. The feasibility standard in question is the construction of the argument in the text. This article offers a model of Toulmin's argument as a basic reference for evaluating the construction of text arguments in the Indonesian language test instrument. The basic framework of Toulmin's argument contains six basic variants, namely claims, data, warrant, modal qualifier, backing, and rebuttal. The data source of this research is casuistic, namely the test instrument for Indonesian language subjects at SMP St. Aloysius Lengko Ajang, Manggarai Regency, East Nusa Tenggara, 2017/2018 and 2018/2019 Academic Years. Data were collected through the observation method, note-taking technique. The data were analyzed using the content analysis method. The analysis procedures were inventory, identification, and data meaning. Based on the data analysis, it was found that the quality of the text on the Indonesian language test instrument on the final exam questions in Indonesian Language subjects at SMPK St. Aloysius Lengko Ajang still needs to be improved.
Research Guides: Introduction to Systematic Reviews: Introduction

The purpose of this guide is to facilitate collaboration between Stanford students, faculty and staff, and Lane Librarians on knowledge synthesis projects, such as systematic reviews; provide guidance documents for conducting knowledge synthesis; and high
LibGuides: Reference management software: What is reference management software

This guide introduces reference management software and the options available to users of UCL Library Services.
STUDI KOMPARASI PENGEMBANGAN WEBSITE MENGGUNAKAN FRAMEWORK DAN NON FRAMEWORK: EFEKTIVITAS DAN KUSTOMISASI

Abstract:Comparative study of website development using framework and non framework has been done by the author. The method used in this study is descriptive qualitative with analysis techniques from literature research. The results of this study are that the use of frameworks in general is more in demand by users because they do not need to do coding from the start and do not need to arrange the functions needed. The use of frameworks in terms of performance is also better than native PHP. While native PHP is simpler than framework because to use the framework it is necessary to learn the framework first.
Automation & Predictive Analytics in Patent Prosecution: USPTO Implication & Policy

Artificial-intelligence technological advancements bring automation and predictive analytics into patent prosecution. The information asymmetry between inventors and patent examiners is expanded by artificial intelligence, which transforms the inventor“ examiner interaction to machine“human interactions. In response to automated patent drafting, automated office-action responses, cloems
Sistemas e processos de organização do conhecimento

In the terminology interface between Library and Information Science and Knowledge Organization, some terms have gained prominence without their scopes being however sufficiently clear. Considering this frame­work, we established as objectives to map and systematize the use of the terms knowledge organization systems (KOS) and knowledge organization processes (KOP) in Brazilian journals of Library and Information Science. To do so, we used the methodology of content analysis and used as corpus a set of papers published in Brazilian journals classified with “Qualis/Periodicos” “A1” or “A2” that discusses the terms KOS and KOP. The concepts under analysis were discussed based on the following categories defined a posteriori: comparison with other instruments, typologies, theoretical bases, and applications and uses. It was verified that there is still no consensus on the scope of the concept KOS; and that the expression KOP is not yet widely used in the Brazilian literature. The typologies are not yet formally stated. Thesaurus, classification systems, and ontologies are indicated as more common types of KOS, and as common types of KOP classification and indexing, all oriented towards information organization, representation, and retrieval. As a challenge for future works, we think it's possible to enrich the conceptual analysis by the application of onomasiology axis.
Long Text to Image Converter for Financial Reports

In this study, we proposed a novel article analysis method. This method converts the article classification problem into an image classification problem by projecting texts into images and then app...
보육교사의 보육적성이 교사와 유아의 상호작용에 미치는 영향

The rapid low birth rate in modern society, along with the social support system, calls for high-quality services in child care facilities. Also, as social problems such as child abuse continue to arise, parents are increasingly interested in child care facilities and human resources that allow their children to be trusted. The purpose of this study is to look at the child care characteristics of child care teachers who can predict whether they can perform well as their role as child care teachers and their relationships that affect the interaction between teachers and infants positively. The aptitude of child care teachers will contribute to enhancing the quality of child care services by providing basic information on the interaction between teachers and infants, and by helping prospective and incumbent teachers to perform the role of positive interactions with infants.
PENINGKATAN MUTU PENDIDIKAN ANAK-ANAK DI KAMPUNG JAWA - KOTA BATAM

This community service program aims to improve children's education programs in Kampung Jawa - Batam City, considering that school-age children are still not proficient in numeracy, which is caused by limited infrastructure and experts. The method used here is the method of teaching while playing, using a game that we have designed with the method of Advanced Counting After Playing 10 Times. Besides that, he also created an open donation movement on social media, to get proper textbooks. The result of the implementation that has been carried out is that there has been progressed in the education of school-age children where some children have started to recognize numbers and are starting to be able to add small numbers, and also thanks to the open donations we have made, children in Kampung Jawa-Batam now have lots of books to study.
A Structured Feature Learning Model for Clothing Keypoints Localization

Visual fashion analysis has attracted many attentions in the recent years. Especially, as a fundamental technology, clothing keypoints localization has great application potential. However, most of researchers seldomly consider the inherent structural information of clothing and process clothing images as ordinary images. In this paper, a Structured Feature Learning Model (SFLM) is proposed to exploit the structure information of clothing, which models the relationships among clothing keypoints on the feature layer and passes the information among the neighboring keypoints. The model introduces the bi-directional tree and the geometrical transform kernels to construct the information flow and capture the relationships respectively. Therefore, the clothing keypoints features and their relationships can be well jointly learned. The proposed model improves feature learning substantially. We demonstrate that our proposed model has an excellent ability to learn advanced deep feature representations for clothing keypoints localization. Experimental results show that the proposed model outperforms the state-of-the-arts on the DeepFashion and FLD dataset. The code will be available at https://github.com/suyuyiS/SFLM.
Research Guides: BrowZine & LibKey Nomad: A How-To Guide: Web: Using BrowZine

Use BrowZine to easily find, read, and monitor thousands of scholarly journals from SUSS library.
Research Guides: Past FUAM Exhibition-Birds of the Northeast: Home

All patrons are welcome to view this this guide. Only Fairfield University students, faculty and staff are able to view some of the links & resources remotely by authenticating with a current NetID.
Is a cryptocurrency a currency or a product/commodity? The case of bitcoin

‘Cryptocurrency’ using blockchain technology is currently a most disruptive technology. We attempt to study the nature of this currency to decide whether it qualifies to be called a currency or not. Understanding its nature is important for governments, legislators, taxpayers and courts so that a proper regulation can be prepared. Once regulated, the taxpayers can know how much they would be taxed and the courts would know under which act it could pronounce judgements. This paper focuses on bitcoin as a specimen of cryptocurrency. The paper also attempts to study the ‘commodity’ -nature of the currency-, followed by the ‘currency’ -nature of the currency- and whether it can function as a currency. The paper also attempts to study the nature of this currency from Islamic perspectives and rebuts certain objections raised in respect of this currency.
Inductive Collaborative Filtering via Relation Graph Learning

Collaborative filtering has shown great power in predicting potential user-item ratings by factorizing an observed user-item rating matrix into products of two sets of latent factors. However, the user-specific latent factors can only be learned in transductive setting and a model trained on existing users cannot adapt to new users without retraining the model. In this paper, we propose an inductive collaborative filtering framework that learns a hidden relational graph among users from the rating matrix. We first consider a base matrix factorization model trained on one group of users' ratings and devise a relation inference model that estimates their underlying relations (as dense weighted graphs) to other users with respect to historical rating patterns. The relational graphs enable attentive message passing from users to users in the latent space and are updated in end-to-end manner. The key advantage of our model is the capability for inductively computing user-specific representations using no feature, with good scalability and superior expressiveness compared to other feature-driven inductive models. Extensive experiments demonstrate that our model achieves state-of-the-art performance for inductive learning on several matrix completion benchmarks, provides very close performance to transductive models when given many training ratings and exceeds them significantly on cold-start users.
NATIVE ENGLISH SPEAKING TEACHERS (NESTs) AND INDONESIAN ENGLISH TEACHERS (IETs) EFL STUDENTS’ PERCEPTION AND PREFERENCES

This paper explores the roles of Non-Native English Speaking Teachers (NNESTs) in English Language Teaching (ELT) in Indonesia. As many English language learners idolize Native English Speaking Teachers (NESTs) to be a good teacher of English that leads students to the success with their learning, some research show that the success in language teaching and learning is not merely determined by the fluency which native speakers possess. There are a number of factors that should be taken into account to make language teaching and learning successful such as the nature of learners, social context, and cultural background of the learners. These features are, for the most part, owned by NNESTs and thus they potentially make more successful English language teaching and learning than NESTs.
THE USAGE OF EXHIBITION MATERIALS OF LOCAL HISTORY MUSEUM IN THE EDUCATIONAL SCHOOL PROCESS

The dynamic system «collaboration: school + museum» is represented in the article. The intersection ways of activity of two institutions as school and museum are analyzed. The principles and forms of work are clearly defined. It is concentrated on the five ways of activities which provide developing basic competencies of students by means using the exhibition materials of Local history museum in the educational school process. The examples of introduction of modern teaching means, projects, technologies that promote improvement of educational process, reflect the professional growth of teacher’s pedagogical skills are given in this article. The systemic work, motivation, practical orientation of each direction of activity, examples of school teachers’ experience deserves attention. In particular the improvement of interaction, communication in the direction of work which began under the influence of spreading the new trend in the museum work is noted as participation culture. Everyone who shares the philosophy of inclusion understands that a person cannot be separated from society because of special feature of development, physical, organizational barriers. It is useful the experience of mastering the modern information about effective project activities with children that have special educational needs, the cooperation with the Local history Museum, the creation of a positive emotional background, opportunities for harmonious coexistence of a «special» child in a social environment. It is demonstrably improved that cooperation with the History Museum widens and extends the intellectual and emotional experience of students, provides the principle of continuity in relationships of a school with a kindergarten. The tested materials of ecological direction can be used by teachers in terms of implementation the conception of the New Ukrainian School for the purpose of achieving mandatory learning outcomes by learners in a natural science education, implementation of educational principles of partnership, the creation of conductive conditions for the development and self-improvement of a competent personality, the education of a museum culture as an integral part for formation of the general culture of a person. Key words: dynamic system, museum work, participation culture, collaboration, basic competencies.
BIMBINGAN TEKNIS PENGEMBANGAN WEB DI SMKN 2 MAGELANG GUNA MENDUKUNG MEDIA INFORMASI KEGIATAN SEKOLAH

Currently the use of website technology has become a necessity and has been applied in many fields such as economy, public services, education, socio-politics, health, lifestyle, health, government, trade and so on. The website is used for business purposes, information delivery, transaction processing and data processing. As important as the use of websites is, in the education sector, a website is also needed as a means of supporting the teaching and learning process, promotion and information media to users. SMK N 2 Magelang in an effort to improve web creation and management skills for teachers and administrative staff, has organized web development training and technical guidance. This activity is in collaboration with the Department of Informatics, IST AKPRIND Yogyakarta as a resource for training activities on website development with the CMS Website (Content Management System). This activity got satisfactory results because the teachers managed to create a website / blog to support improving the quality of student learning. Administrative staff also gain knowledge of good web management and successfully create additional features and content that are added to the school website. With these results, it is expected to increase the credibility of SMKN 2 Magelang