Reviewerly/exHarmony huggingface dataset:
HelaNER 2.0: A Novel Deep Neural Model for Named Entity Boundary Detection

Named entity recognition (NER) is a sequential labelling task in categorizing textual nuggets into specific types.Named entity boundary detection can be recognized as a prominent research area under the NER domain which has been heavily adapted for information extraction, event extraction, information retrieval, sentiment analysis etc. Named entities (NE) can be identified as per flat NEs and nested NEs in nature and limited research attempts have been made for nested NE boundary detection.NER in low resource settings has been identified as a current trend.This research work has been scoped down to unveil the uniqueness in NE boundary detection based on Sinhala related contents which have been extracted from social media.The prime objective of this research attempt is to enhance the approach of named entity boundary detection.Considering the low resource settings, as the initial step, the linguistic patterns, complexity matrices and structures of the extracted social media statements have been analyzed further.A dedicated corpus of more than 100,000 tuples of Sinhala related social media content has been annotated by an expert panel.As per the scientific novelties, NE head word detection loss function, which was introduced in HelaNER 1.0, has been further improved and the NE boundary detection has been further enhanced through tuning up the stack pointer networks.Additionally, NE linking has been improved as a by-product of the previously mentioned enhancements.Various experimentations have been conducted, evaluated and the outcome has revealed that our enhancements have achieved the state-of-art performance over the existing baselines.
Designing IELTS web-based simulation applications (Reading and Listening) at Language Center Unit of State Polytechnic of Pontianak

Nowadays, there is a demand for the implementation of IELTS test in Pontianak is still quite difficult to find. In addition, for IELTS test training itself can be quite expensive with special training organized by various English learning guidance scattered in Pontianak. However, on the other hand, the use of IELTS test itself is very useful for many people considering the results of IELTS score to be one of the requirements to be accepted on a campus or reputable institution. So, we need a media like website that can be able to know the outline of questions from the IELTS test itself. Language Center Unit (UPT Bahasa) State Polytechnic of Pontianak is one of the institution which is held IELTS preparation for public Method of system development used is Waterfall method. The software used to build this application is Pear Hypertext Preprocessor (PHP) as a programming language, MySQL as the database server, XAMPP as a local server and Sublime Text 3 as a text editor. This application assists the public in estimating the scores achieved for IELTS test questions online and the website also comes with the information about what an IELTS test is and some unique facts about the IELTS test. &#x0D;
Development of an interactive English language learning system using VR technologies

Education is one of the most important systems in human life; it is on it that a person spends most of his life. The most promising and popular area for acquiring new knowledge is foreign languages. The virtual reality device is rapidly occupying a niche in the field of education. In teaching English and in education in general, the modern generation prefers to receive information in a more visual way through visual images and interaction, where the basis is live communication with a native speaker. The best training option is immersion in a virtual space where it is not necessary, the presence of living people and interaction occurs with algorithms and a simulated world. Synthesized speech allows you to get the most pure pronunciation and not worry about grammatical errors or speech defects of a person. The task of increasing the efficiency of the educational process by developing and implementing an interactive training system on the android platform is being solved. Such a system will improve the efficiency of teaching English. The purpose of this work is to develop an interactive course using virtual reality technology for teaching and strengthening the knowledge of the English language.
Keynote Speech 1: A Connected World: Blockchain Scaling for Micropayments, IoT &amp; the Future of Data

Blockchain can power a new world of digital payments anddistributed data infrastructure to bring more efficiency and honesty to consumer, enterprise and government applications. To achieve this vision, blockchains must scale – a challenge that most distributed ledger technologies have not been able to achieve. In this presentation, Jimmy Nguyen – one of the world’s leading blockchain advocates – will explain how the BSV blockchain is massively scaling Bitcoin’s original protocol and integrating with IPv6 to enable a future of micro (and nano-payments), connected devices and monetized data.
Maritime Platform Facilities POB Plan Management Module Research and Development

There are many access ends and information asymmetry in the management of offshore platform production facility personnel information.In the actual business, the problem is decomposed and a multi-layer logical architecture is selected to design and develop the POB plan management module applicable to offshore platform facilities.The main functions of this module include task management, facility management, area management, sea-going unit management, plan management, report management, authority control, and comprehensive query.It can efficiently solve on-site business problems and improve the efficiency of POB plan management for various professionals on land and at sea.In actual use, the module can well assist in completing POB plan management tasks and improve work efficiency.
Community-specific Best Practices for FAIR Data and Samples. Examples from the Tephra EarthChem Community

EarthChem and SESAR offer services designed to promote sample discovery and management, publication of data as well as its preservation, and to support data mining and analysis.These services are built on the foundation of best practices from the geochemical and sample communities.EarthChem and SESAR recognize that different user communities have different needs.As such, these data systems offer users a platform to host community recommendations for data and sample documentation, built around specific data types or scientific themes.There are currently four EarthChem Community spaces, each with very distinct research focus areas and data management requirements -Tephra, Clumped Isotopes, Experimental Petrology and Critical Zone Network.The Tephra Community is one of our most comprehensive user spaces.System curators have worked closely with representatives of the global tephra community [1] to create tephra-specific workflows and tools that leverage our services.Based on the tephra community Best Practices Guidelines [2], we created a data submission workflow and templates that addresses processes and recommendations for submitting methods, samples, and analytical data to EarthChem/SESAR for registration and preservation.Through the EarthChem Library [3], we provide data curation, publishing and DOI minting of analytical data, and through SESAR [4] sample metadata is curated and cataloged.These resources are then leveraged in the EarthChem synthesis -PetDB [5], where data from tephra samples can be accessed interactively, and the Volcano (Decade) Portal [6] where different observational data types are aggregated by individual volcanoes.The development of community spaces directly supports EarthChem's mission to drive innovation and discovery in Earth, Ocean, and Environmental Sciences, by ensuring best practices are followed at the research community level, and that these guidelines are in alignment with international best practices for OPEN and FAIR data sharing.
Neural Network Method for Determining The Direction of a Person's Gaze based on a Web Camera Image Analysis

Determining the direction of a person's gaze improves the accuracy of the voice control systems, which are relevant in the actively developing voice assistant creation field. This paper proposes a neural network method for determining the gaze direction based on the web camera image analysis. In the course of the paper, a corpus of data was collected and marked up with preprocessed data from the web camera and the point of view direction on the monitor screen. A neural network model was built based on fully connected and convolutional layers. The created neural network model for determining the gaze direction demonstrated an improvement of 13% in pixel error on the monitor screen compared to the existing open-source solutions. The created neural network model was implemented in the voice control system of a mobile robot, which facilitated minimization of the ambiguity in the analysis of movement commands towards objects.
About Pedagogical Innovations in the Context of the Metamorphoses of Contemporary Musical Culture

Music theory in Russia and in other countries has substantially elucidated the contemporary academic music culture in its most diverse manifestations. However, educational practice which is focused on academic traditions has been realizing to a greater degree the lack of balance between pedagogy and culture. An evaluation of the situation as a critical one calls forth the ideas of a fundamental renewal of the strategies of musical teaching which are declared to be innovations. The article poses the question about the indispensability of the rectification of this conception, which is endowed with theoretical and practical value, but requires concretization in connection with the placed goals. The author examines the innovational educational principle of work on the advancement of the universal cultural background of students of higher educational institutions and colleges. In correspondence with such a phenomenon as the visualization of audial compositions permeating the network space, this involves a broad implementation of the visual element into the teaching of music theory disciplines. The principles of teaching must transform themselves from the positions of present-day culture and the new mechanisms of its existence.
DIGITALIZATION AND FINANCIAL INCLUSION IN AFRICA

The ineffectiveness of economic development policies over the past few years has been largely due to the exclusion of the population from participating in wealth creation. This is probably the main source of income inequality. To remedy this problem and bridge the gap, technological innovation and financial digitalization are effective tools for development actors. This paper aims to assess the impact of the digitalization of financial services on financial inclusion using panel data from 48 African countries over the 2011- 2017 period. Our results show that mobile money and digital payments have a positive and significant impact on bank account penetration, access to credit and savings mobilization. However, the digital inclusion process is hampered in many countries by the dearth of Internet servers, the lack of infrastructure and lengthy administrative procedures.
Conditions for successful development of the mathematical component of the professional competence of students majoring in technical areas

Successful training of prospective communications engineers at a technical university requires strengthening the mathematical component of the developing professional competencies. The readiness to master such competencies begins long before entering a university and requires Math teachers at school and university to pay attention to all aspects of the problem, namely: initial mathematical training is the main foundation for the formation of a communications engineer, the level of school mathematical education should meet the requirements of the profession, only provided that the necessary level of basic mathematical training is formed, one can be sure of the quality of mastering professional competencies, first in the process of studying at the university, and then directly while performing work duties. The attention of the authors of the paper is focused on the joint actions of school and university teachers in this direction. In addition, the teaching of mathematics at the university also needs to explicitly highlight the existing connections in the mathematical content and methods of mastering it through the conscious application of various methodological techniques, in other words, the professional orientation of the mathematical training of communications engineers in the process of studying all sections of mathematics at the university is necessary. The paper proposes specific steps to solve this problem on the example of teaching mathematical courses to undergraduate students majoring in 11.03.02 Infocommunication technologies and communication systems at Povolzhsky State University of Telecommunications and Informatics.
SIGN INFLUENCE OF SAMSUNG 28 AND XIAOMI 5X ADS: SEMIOTIC APPROACH

Product advertisements are used to introduce finishing products to the public. The purpose of advertising products is to achieve the sales goal. Currently, Xiomi and Sumsung ads, for example, are heavily published in cyberspace for the same reason. Regularly, they promote their technological advancements on smartphones in this space. In order to convey messages, they exploit icons, symbols and allegory â€“ parts of semiology elements. This study aims to describe signified and signifier constructing linguistic forms of smartphone ads to deliver messages. Qualitative method was used to answer research question â€“ how semiology elements present messages intended â€“ and to describe the phenomena comprehensively. The result shows that elements of semiology functions as mental representation, argued being capable of giving significant impact of sales number of smartphones. Linguistic forms, specifically semiology of elements contribute to deliver messages effectively.
Exploration of Teaching Reform of “Automatic Test System” Course Based on CDIO Mode

Aiming at the problems that the traditional teaching process of "Automatic Test System" course is mainly based on the single teaching of theoretical knowledge, the practice teaching is separated from the engineering reality and the course evaluation is not reasonable, the reform exploration is carried out from the aspects of teachers' ability, teaching content and evaluation method, combined with the CDIO (Conceiving Designing Implementing and Operating) model and the project teaching concept.Focusing on the main line of "Automatic Test System" course, aiming at the needs of talent training, the course content is optimized into 7 teaching items.Taking the serial communication interface teaching project as an example, the teaching scheme combining theory and practice under CDIO mode and the assessment method focusing on the whole process of teaching and the integration of theory and practice are discussed.
Állathangokat kifejező szavak képzése az újlatin nyelvekben

This paper aims to examine morphological derivation from verb to noun of domestic animal sounds in the Neolatin languages (Portuguese, Spanish, Catalan, French, Italian and Romanian).According to the present comparative analysis, verb to noun derivations had 4 major types such as back-formation (32%), application of suffixes (50%) and of participium (12%), and other minor categories.However, if they are monitored closely, this distribution may vary in the individual languages, e.g.: French applies suffixes in 83% and so does Catalan with back-formation in 63%.Also, the use of infinitive as noun with article offers an alternative.
Tinusaur – Simultaneous Teaching of Programming, Mathematics and Physics

The need of business for specialists with a combination of competencies in different fields, especially in the context of the fourth industrial revolution, is the reason for the need to change the methods of teaching science. This also determines the growing popularity of STEM. One of the methods for achieving better results is the teaching of several disciplines, such as programming, mathematics and physics, simultaneously combined with work on highly practical projects.
Improvement of health efficiency using cloud and machine learning

Recently, Cloud is said to have more vulnerable cyber attacks on the security of medical data and medical field system like modification, eavesdropping of patient’s medical data. So, a project based on this case and worked on its security system by making it safer and more private is done. It’s a process of storing patient’s medical data secure by storing them in a cloud using machine learning algorithm; however in the previous proposed method still had a risk of eaves dropping of medical data. so, it is enhanced the previous cloud-based model by adding a key generating algorithm to it therefore it provides extra security by generating a key whereas only the author and the patient can authorize. As we all know that eavesdropping is a major threat to the medical privacy of the patient. Our proposed model improves the data privacy and cost of access to health information.
Problems of Technological Culture Along Glocal Resocialisation of Recent Civilisational Processes

Technological culture is considered to be comprehensible as expert necessity concerning highly specialised processes of professional achievement that result in rapid improvement of social life. Unexpected results harden critical conditions that require immediate mass level of operational skills and emergently test glocal social circumstances that supposed to have been planned ahead without clear vision what, when, and how should be available as popular competence. After some cultural transition to more rhythmical everyday life, posttraumatic situation following pandemic limitations from spring 2020 will most probably rely on much higher awareness of public healthcare and hygiene, and will provide medical robotics with opportunities of immediate approval and implementation that their previous socialisation could not ever expect, as for example reorienting of human resource towards development and implementation of artificial intelligence.
Survey of Anomaly Detection Techniques in Intelligent Surveillance Systems

Smart surveillance systems are used to monitor specific regions such as houses, businesses, and borders.For a long time, abnormality detection in time-series data has been a significant study area.In today's society, unusual conduct signifies a threat or risk to others.An anomaly is something that deviates from what is anticipated, common, or usual.The most unexpected
Pelatihan dan Implementasi Pembuatan Media Buku POPUP di Sekolah Dasar Negeri Jombor 03 Sukoharjo

The use of learning media becomes one of the alternatives to break down boredom during learning.There are many types of learning media that can be used by teachers in the learning process.There is in the form of IT media and there is also in the form of 2D and 3D visual media.In the first stage, the socialization of researchers provides one example of a popup book media.It is expected that after the socialistai the teachers are able to apply POP-UP media to other learning, such as at all levels of the class.The following steps of devotion; 1)Coordinating To School, 2) Doing Online/Offline Socialization, 3) Implementing the Use of "POPUP" Media, 4) Guided making POPUP Media for Other Subjects, Based on the results of the devotion shows that 1) The response of participants, pop-up learning media becomes a media that is flexible and easy to make, so that its use is more practical and can motivate students in giving concrete images; 2) The participants felt this devotional activity was very beneficial for them, because as educators they felt the need to develop a pop-up book-based learning medium as a medium of conveying learning messages.This medium can help educators in blending learning through 3D image drawing so that students can see objects more clearly.3) The response of participants to the devotional activities carried out stated that, from the quality of the speaker is very good.
Application of Numerical Computation of Partial Differential Equations in Interactive Design of Virtual Reality Media

Abstract Virtual reality technology is an important direction of information technology development in the world today, and it has a wide range of applications in scientific research, teaching field and medical treatment. With the continuous development of computer technology, virtual reality technology has become one of the hot spots of research today, and it plays an important role in the virtual world. There are many ways to simulate the real earth environment at home and abroad. For example: using models for simulation, combining the results of simulation with the actual situation; identifying problems and solving them through the analysis of experimental phenomena and data, all these means can achieve good results, etc. However, the conclusions obtained by these means are often based on a large number of repeated experiments, while the actual situation is often complex and variable. When studying the design of virtual reality media interaction in this context, various factors need to be considered to have an impact on the results. In this paper, through the study of virtual reality training calculation system, using MATLAB, the prototype of partial differential equation numerical calculation, the application of the model in the virtual reality system has theoretical significance, at the same time this is also the basic method that can be referred to when studying practical problems.
Promoting a Multidimensional Literacy Framework through Texts and Tasks for EFL Reading Class

Generally, the teaching of reading for English as a foreign language (EFL) learner is only focused on developing learners’ English language competence. Little had been done to stimulate learners to develop Kucer’s (2014) multidimensional literacy that consists of four stages: linguistic, cognitive, sociocultural, and developmental. The teaching of reading should be aimed beyond the classroom context. It should not only evoke learners’ linguistic and cognitive ability, but should also elicit them to go further into sociocultural and developmental aspects. Thus, this study is aimed at proposing a multidimensional framework of literacy through texts and tasks so that they will be beneficial for learners’ actual use of literacy in their everyday life. This paper proposes a modified model of Kucer’s multidimensional literacy which is combined with principles in reading texts selection and reading tasks. The framework suggests that the degree of text difficulty and unfamiliarity should be gradually increased as well as the level of tasks challenge and variety.