Reviewerly/exHarmony huggingface dataset:
AEMF: An Attention-Based Efficient and Multifeature Fast Text Detector

The label from industrial commodity packaging usually contains important data, such as production date, manufacturer, and other commodity-related information. As such, those labels are essential for consumers to purchase goods, help commodity supervision, and reveal potential product safety problems. Consequently, packaging label detection, as the prerequisite for product label identification, becomes a very useful application, which has achieved promising results in the past decades. Yet, in complex industrial scenarios, traditional detection methods are often unable to meet the requirements, which suffer from many problems of low accuracy and efficiency. In this paper, we propose a multifeature fast and attention-based algorithm using a combination of area suggestion and semantic segmentation. This algorithm is an attention-based efficient and multifeature fast text detector (termed AEMF). The proposed approach is formed by fusing segmentation branches and detection branches with each other. Based on the original algorithm that can only detect text in any direction, it is possible to detect different shapes with a better accuracy. Meanwhile, the algorithm also works better on long-text detection. The algorithm was evaluated using ICDAR2015, CTW1500, and MSRA-TD500 public datasets. The experimental results show that the proposed multifeature fusion with self-attention module makes the algorithm more accurate and efficient than existing algorithms. On the MSRA-TD500 dataset, the AEMF algorithm has an F-measure of 72.3% and a frame per second (FPS) of 8. On the CTW1500 dataset, the AEMF algorithm has an F-measure of 62.3% and an FPS of 23. In particular, the AEMF algorithm has achieved an F-measure of 79.3% and an FPS of 16 on the ICDAR2015 dataset, demonstrating the excellent performance in detecting label text on industrial packaging.
Tokenization of Assets Using Blockchain

In a continuous opportunity, Blockchain technology (BCT) was able to receive a great consideration outside the financial area. The chain concepts of blocks are more passed than the furniture and the rhythm of encryption. Block the universe chain Research of internal probabilities of assets several applications in BCT is frequently achieved. In this document, we participate in the two BCT prospects to add the future scope of these two points of view and future transactions in the tokenization of assets. This document is intended to investigate a part of the chain of blocks in the maintainable transaction with real money and dispersed through the network of block chains.
Scientific and methodological recommendations for improving the professional training of future teachers based on student-centered learning in a digital environment

The article presents the content components of scientific and methodological recommendations for improving the professional training of future teachers on the basis of student-centered learning in a digital environment. Scientific and methodological system for improving the professional training of future teachers based on student-centered digital learning: it consists of four interrelated components: target, content, methodological (instrumental), and performance-evaluation. The scientific and methodological recommendations are aimed at providing student-centered training of students at the university on the basis of the variability of the competence model of professional training of the future teacher. Variability is considered by us as an opportunity to choose a personalized (POT) and individual educational trajectory (IOT) of students.
Assessment of augmented reality mobile application for educational purposes / Amirul Afiq Jamaluddin … [et al.]

Augmented Reality (AR) is among the advanced technology accessible worldwide, which constantly noticeable in the entertainment industry. However, there is no universal nor accessible augmented reality to be found offering in Malaysia higher education. This research intends to apply augmented reality application within an educational perspective and evaluate its effectiveness based on four (4) criteria that comprises: performance, usefulness, learnability, and accuracy. An augmented reality application, Floristic was developed to cooperative in teaching plant material at Tropical Park of Universiti Teknologi Malaysia (UTM), Skudai. A pilot study has conducted within a limited period where the participants had responded to collect and evaluate several flora species using the median score system. Based on the results, the Floristic ‘performance’ scored four (4) out of five (5), the ‘usefulness’ scored five (5), the ‘learning skill’ 4.8, and the ‘accuracy’ scored four (4). Meanwhile, the questionnaires survey was analysed as a recommendation for further improvement. In conclusion, the implementation of augmented reality for teaching and learning purposes will make the learning process more engaging and exciting. AR technology is also very fast-growing, and there seems to be a great deal of potential in the use of augmented reality rather than in the choice of floral identification alone.
On Mixtures of Gamma distributions, distributions with hyperbolically monotone densities and Generalized Gamma Convolutions (GGC)

Let Y be a standard Gamma(k) distributed random variable (rv), k > 0, and let X be an independent positive rv.If X has a hyperbolically monotone density of order k (HM k ), then Y • X and Y /X are generalized gamma convolutions (GGC).This extends work by Roynette et al. and Behme and Bondesson.The same conclusion holds with Y replaced by a finite sum of independent gamma variables with sum of shape parameters at most k.Both results are applied to subclasses of GGC.
표찰화 관점에서 본 작용역의 중의성

A different scope behavior between double object construction (DOC) and prepositional dative construction (PDC) in English is one of the topics that has been much discussed to see how it can be syntactically accounted for. We can elucidate this puzzling data if (i) we adopt Labeling Algorithm (LA) (Chomsky 2015) and (ii) deploy Feature Splitting Internal Merge (Obata and Epstein, 2011). Given that DOC and PDC have distinct underlying structures posited by Bruening(2001,2010,2018), we can naturally capture the asymmetry of scope interaction between the two constructions. The resulting labels can be defined as a concomitant of LA via Feature Splitting Internal Merge. This paper also explores some unclear issues in the mechanism of labeling, {XP [F], YP[F]}. (Pukyong National University)
Challenges that Affect the Utilization of KLISC’s Resources and Services at University of Nairobi

It is not feasible for a library to hold or acquire a full collection of information resources which may be required by its patrons. To deal with this issue, library cooperation was adopted, for instance, interlibrary loaning, document delivery and library network, formed to build the acquiring capacity of cooperating institutions to grow the accessibility of information resources and offer computerized services. In Kenya, there is KLISC which has carried out commendable activities to support research in Kenya. KLISC has done admirable exercises to support research in Kenya. These exercises incorporate collaborative acquisition of information resources, ICT training of information experts and the preparation of researchers to improve their abilities in retrieving information. Despite the activities and services that KLISC provide, its resources are yet to be appreciated by a majority of the users of the member institutions. Also, not all information providers and institutions of higher learning are members. Kenya has over 600 institutions but only 112 are KLISC members as of 2018 and the numbers keep reducing. The study therefore tried to identify the challenges that the KLISC members face that could be affecting utilization of the electronic resources, members pulling out and also discouraging other institutions from joining. The study found out that KLISC members experienced the following challenges; slow internet connectivity, information illiteracy, lack of searching skills, low awareness levels, slow downloading speed, unfriendly platforms, password requirements for some databases, poor ICT infrastructure, poor ICT skills for both users and staff, delays in releasing of funds by the management, and slow communication from the publishers. KLISC itself faces the following challenges: members do not efficiently communicate about their information needs, lack of sponsorship since INASP pulled out, delay by KLISC’s members to pay their annual subscription fee, and the management team is overwhelmed by work. The study therefore recommended the following: Institutions should invest more on ICT infrastructure, KLISC should come up with a way of ensuring relevancy, KLISC should stand on its own as an institution and acquire its own offices and employ staff who will just be working for KLISC, KLISC should create a mini-consortium to cater for research institutions and also other specialized fields in different institutions in Kenya, KLISC should come up with a way of dealing with individual defaulters in a way that does not affect the other members, the publishers should improve the interfaces of their databases to make them user friendly and easy to navigate, and the publishers should also ensure fast communications with the institutions.
INDIRECT WORD PROBLEMS IN THE NEW MATHEMATICS LEARNING KITS FOR THIRD GRADE STUDENTS

In recent years, education in Bulgaria has followed the trends imposed by the European Union and related to the mastery of some key competences. They contribute to the development of knowledge, skills and attitudes in students, as well as to their more successful social fulfilment.Since 2016/2017 school year, education in Bulgarian schools has been in compliance with the new Pre-School and Primary School Education Act. Pursuant to this act, students are to be educated according to new curricula and learning kits for the respective year of education.According to the new curricula, the general education of students from 1 to 4 grade, covers main groups of key competences.With the direction and goals of modern mathematics education towards development of competencies, the role of word problems, which are mostly related to modelling and solving practical problems by students, is increasing.It is essential to check whether, while educating primary school students in Bulgaria, due attention is paid to word problems and the skills for solving them. Are there relatively large number of problems of various types and semantics included in the available mathematics textbooks for third-year students?Learning how to solve word problems in primary schools is an integral part of studying mathematics. Word problems take a significant part of the learning content in Mathematics for primary school students. They reveal to students the connection between theory and practice, as well as the application of Mathematics in people‟s daily lives.Students solve word problems containing indirect relations from their third school year. Indirect word problems are a challenge for primary school students. They are introduced in pairs – students are presented with a direct and an indirect problem. The students compare and analyse them and come to the conclusion that their solution is the same.The main idea of this article is to provide an analysis of the indirect problems included in five of the new textbooks and notebooks in Mathematics for third-year students. The purpose is to establish the number of the indirect plot word problems compared to the total number of plot word problems, intended for class work with primary school students.Since 2019/2020 school year, the Ministry of Education and Science has included indirect word problems in the annual assessment of the educational results of students at the end of their fourth year, carried out as a national external assessment. This is the school year in which the first fourth-year students completed their initial stage of education according to the new act, the new curricula and learning kits. That is why it is interesting to me how this teaching content is included in the new Mathematics learning kits and whether students will be prepared for the new format of the national external assessment.
A Context Aware and Adaptive Methodology for Robust Netflix Recommendation framework

Individual users need versatile and appropriate online streaming web processes in the online streaming web services context. In real time, online streaming services should be able to suggest suitable items to a user. Collaborative filtering techniques are used in the majority of current approaches to online video service recommendation systems. Such methods are limited in terms of real-time adaptation and involve users' prior knowledge. As a result, this research proposes a real-time recommendation approach with acceptable QoS that can be used in a variety of scalable and complex environments.The current approach will explore the environment in order to collect data and then use the information to make decisions. We put the proposed method to the test using real-world data. The framework introduces Adaptive Recommendation for online web streaming services, an improved recommendation approach that incorporates online streaming services recommendation by analyzing users' viewing and browsing history. Initially, it groups users together based on their browsing experience and habits. Second, Collaborative Filtering along with association rule mining are used to retrieve each cluster's tastes and behavioral patterns. Finally, it produces a variable-size customized recommendation set.The suggested scheme employs a shared recommender system that matches users' browsing histories to suggest online streaming items. To uncover patterns between online streaming objects, the proposed method uses data mining techniques.
Uso Conceptual e Processual de Emojis Em casos de Interação Exclusivamente Não verbal Análise orientada pelo Conceito de Relevância

The aim of this work is to analyze, from a relevance-theoretic perspective, conceptual and procedural use of emojis in exclusively nonverbal interactions. We collected on the internet public cases of emojis mediated communication and analyzed them with Sperber and Wilson’s relevance theory descriptive-explanatory devices. The study assumes the hypothesis that this type of communication serves simultaneously to convey propositional and procedural content. So, it is possible to find in the collected samples both concrete cases in which the emojis convey propositional information and contribute to the elaboration of explicatures and implicatures themselves, and concrete cases in which they convey procedural information and constrain these elaborations. The results suggest that both uses are found in interactions.
Annotated Corpus of Comments and Basic Semantic Analysis

This article presents an annotated corpus of Turkish comment texts gathered from employees. Special attention is given to neutrality of paragraphs in the corpus and quality of the annotation. We employ the majority voting of the annotators. We describe the details of the dataset, the annotation methodology and the experiments with basic methods to investigate the corpus. The corpus has three classes, positive, negative and neutral.
Patient Remote Monitoring System using IOT and ML with Mobile App

The advancement of the Internet of Things (IoT) technology plays a major role in developing the health sector by making it much more reachable and desirable. The integration of IoT-cloud can play a vital purpose in the smart healthcare by offering deep understanding the healthcare content to support inexpensive and standard person care. Hence the combination of IoT and cloud helps in the betterment of quality of patient health care on a regular base integrated, processed the patient-data. Many physical devices capture transmit data, and provides data to various interoperability methods in IoT. The basic functionalities of IoT is for storage, display and communicate the information. Hence the e-Health monitoring system with IoT is adapted for distant patient monitoring on a continual basis and aggregated, analyzed the data. It can bring about a massive positive transformation in the field of eSmarthealth management for the rural or urban patients. This may help the people who wants or having good opinion on the technology diagnosis. This system can bring enormous variation in the Digital based health maintenance for patients. The Patient Remote Monitoring System involves a LM35 (temperature sensor),MAX-2000(Blood Pressure sensor),MAX30100(Oxygen level sensor),SEN11574(Pulse rate sensor) and ESP32 bit microcontroller to collect the biotic parameters from the patient's body and transmit the data to the Thingspeak via ESP8266 Wi-Fi module and that can be accessed by the doctor from the remote location for diagnosis and medication.
Transaction Characteristics of Bitcoin

Blockchain has been considered as an important technique to enable secure management of networks and network-based services. To understand such capabilities of a blockchain, e.g. transaction confirmation time, demands a thorough study on the transaction characteristics of the blockchain. This paper presents a comprehensive study on the transaction characteristics of Bitcoin – the first blockchain application, focusing on the underlying fundamental processes. A set of results and finding are obtained, which provide new insight into understanding the transaction and traffic characteristics of Bitcoin. As a highlight, the validity of several hypotheses / assumptions used in the literature is examined with measurement for the first time.
Applying the Proportionality Principle to COVID-19 Antibody Testing

As the COVID-19 pandemic continues to ravage the globe, many nations have started to relax stringent restrictions in an effort to restart the economy. While Member States of the European Union have approached reopening without the use of antibody testing for COVID-19, such testing may be central to a long-term, sustainable strategy for international travel, employment, and the allocation and monitoring of vaccines. As the use of antibody testing to dictate the enjoyment of individual freedom remains highly controversial, we describe its use in the context of three case studies (return to the workplace, travel and vaccination), applying the substantive legal balancing entailed in the proportionality principle. Differential treatment of individuals based on COVID-19 antibody test results can be justified through the proportionality principle, which offers a sound dividing line between a reasonable and legitimate response and an unjust and discriminatory response.
Robotic Hand Gesture System With GSM and Camera Control

The objective of the proposed model is to promulgate the wheelchair direction regulation with hand gesture recognition. It is helpful for differently-abled people, who can control their vehicle direction. The system is categorized into gesture unit (Transmitter), wheelchair unit (Receiver), and GSM alert system and Camera control. This wheelchair movement can be commanded by simple hand gestures. It consists of an Accelerometer sensor that controls the wheelchair direction through hand gestures given by the users. Using Arduino, values from the sensor are monitored and accordingly the direction changes. Based on the direction of the Acceleration, Arduino controls the wheelchair ways like Right, Left, Backward, & Forward. Additionally, this system is provided with a camera module, to access the vehicle from the users location. It also provides an emergency alert system by means of Global system for mobile communication module.
A PROPOSAL FOR RE-ENGINEERING ADMINISTRATIVE PROCESSES IN SAUDI UNIVERSITIES TO COPE WITH CRISES: AN EXPERIENCE OF PRINCE SATTAM BIN ABDULAZIZ UNIVERSITY WITH CORONAVIRUS (COVID-19)

Humanity is susceptible to natural and non-natural catastrophes and calamities. They influence human survival at financial, societal, and educational levels. Coronavirus (Covid-19) pandemic is one of the most severe natural crises. It affects humans according to their immunity and may end in death. As it spreads from gathering, it has severely affected many aspects of life including the educational sector. With this backdrop, this study aimed at investigating the preparedness level of Saudi universities in responding to this difficult situation. It focused on Prince Sattam bin Abdulaziz University (PSAU) from an administrative perspective to deal with the crisis. To achieve this aim, this research study was initiated by revealing the reality of crisis management at the university and considering the re-engineering of administrative processes. A descriptive-analytical approach was used. A questionnaire was used as a tool for data collection. The sample of the study consisted of administrative leadership at the university. It was found that there was a high-degree possibility of the reality of crisis management at PUAS to address emergency crises (Covid-19 as a model). However, the university suffered from some obstacles that might weaken its ability to respond to the crisis, necessitating establishing a particular unit for crisis management. It emphasized the prediction of future crises considering the available data and information to facilitate administrative work during the time of crisis.
Use of Mobile Phone for Academic Purpose among Nursing Students: A Cross Sectional Study

Background: Technology has influenced the health care education of 21st century. Students depend more ontheir mobile phones than the books which allows them to access current evidence-based resources. There isa widespread use of mobile phones as reference and information management tools in health care as well astraining of healthcare professionals.Objectives: To know the perception regarding use of mobile phone for academic purpose by nursing students,to identify the pattern of usage and to identify the barriers regarding use of mobile phone as a learning tool.Materials and Method: It was a cross sectional, questionnaire based study in which pre-designed, pretestedstructured questionnaire were used to collect data. A sample of 125 nursing students from a selectednursing institution were selected using stratified random sampling technique. Data were analyzed usingdescriptive statistics.Result: The study results showed that majority (37.6%) of the study participants verbalized that mobilephones could be used for e - learning in nursing education. They were using mobile phone for socialnetworking (80.8%), academic purposes (83.3%), entertainment purposes (82.4%), communicationpurposes (83.2%). Regarding academic use of mobile phones 85.6% uses for sharing notes and PPT, 58.4%uses for communication about the patients, 78.4% uses for sharing academic schedules, 68% uses to referstudy materials, 76.8% uses for studying/learning and 75.2% uses for answering tests and submission ofassignments. Majority (99.8%) had a positive perception towards use of mobile phone for academic purpose.Conclusion: The study concluded that nursing students had a positive perception towards using mobilephone for academic purpose and were using various features of mobile phone for academic purpose.
Five-dimensional universe

Physical theories are replacing our classical concepts with new primitive concepts (axioms) such as non-locality, superposition, uncertainty, and more. Over the years, scientists have forward some ideas that have moved physics even further away from