Reviewerly/exHarmony huggingface dataset:
PENGEMBANGAN PERMAINAN MAKE A MATCH BERBASIS KOMPUTER SEBAGAI MEDIA PENGAYAAN

Learning media is believed to be one of the important parts of the learning process, especially computer-based media. This study aims to develop a computer game-based media Make a Match and to analyze its feasibility as a media enrichment. This study provided a type of educational Research and Development (RD) by referring to the model of development ADDIE (Analysis, Design, Development, Implementation, and Evaluation). The result of validations by material experts, linguists, and media experts showed thatthe average worthiness of assessment was 86,27%. The average percentage revealed the number of 90,1% in the material aspect, 81,4% in the linguistics aspect, and 86,7% in the media aspect. Therefore, this computer based-game is very decent to be used as amedia enrichment for students.
TrainX – Named Entity Linking with Active Sampling and Bi-Encoders

We demonstrate TrainX, a system for Named Entity Linking for medical experts.It combines state-of-the-art entity recognition and linking architectures, such as Flair and fine-tuned Bi-Encoders based on BERT, with an easy-to-use interface for healthcare professionals.We support medical experts in annotating training data by using active sampling strategies to forward informative samples to the annotator.We demonstrate that our model is capable of linking against large knowledge bases, such as UMLS (3.6 million entities), and supporting zero-shot cases, where the linker has never seen the entity before.Those zero-shot capabilities help to mitigate the problem of rare and expensive training data that is a common issue in the medical domain.
Specializing Word Vectors by Spectral Decomposition on Heterogeneously Twisted Graphs

Traditional word vectors, such as word2vec and glove, have a well-known inclination to conflate the semantic similarity with other semantic relations.A retrofitting procedure may be needed to solve this issue.In this work, we propose a new retrofitting method called Heterogeneously Retrofitted Spectral Word Embedding.It heterogeneously twists the similarity matrix of word pairs with lexical constraints.A new set of word vectors is generated by a spectral decomposition of the similarity matrix, which has a linear algebraic analytic form.Our method has a competitive performance compared with the state-of-the-art retrofitting method such as AR (Mrkšić et al., 2017).In addition, since our embedding has a clear linear algebraic relationship with the similarity matrix, we carefully study the contribution of each component in our model.Last but not least, our method is very efficient to execute 1 .
Creative Pedagogical Development of Students Based on the Implementation of Didactic Games

This article discusses the implementation of innovative technologies in the process of training students of a pedagogical university. The purpose of the study: to develop a set of didactic games for students - future teachers and experimentally prove the effectiveness of its implementation to enhance their creative pedagogical development. The experimental study was attended by full-time, part-time and evening students (n=286) of the Pedagogical Institute. Students of the experimental group implemented a set of special didactic games (n=14) in extracurricular activities during the school year. Didactic games were implemented by students independently on the basis of a university-wide student scientific society at the center of the council of students and student scientific initiatives. Didactic games for research and practical implementation were differentiated by target, long-term and structural features. The obtained statistical data in the study (p&lt;0.05) proved the effectiveness of introducing a variety of didactic games in extracurricular time of students without the participation of teachers, in the mode of independent control over the process of their conduct. The didactic games implemented during the school year had a significant positive impact on creative pedagogical development through raising the level of creative well-being, communication skills and pedagogical improvisation of students. The study revealed new scientific data on the processes of increasing creative extracurricular activities of students and patterns that exist in the studied pedagogical science on this issue. This is one of the key conditions for improving the quality of professional training of future teachers.
Mathematics for logical computer-aided analysis of decisions in agromarketing

Collecting data on possible solutions and comparing them should be an integral part of any research in agromarketing. Publications on this topic offer a number of quantitative methods for carrying out such an analysis, but their reliability depends significantly on the accuracy of the initial data, which is usually low. This article describes a logical framework for detecting uncertainties, inconsistencies, and contradictions in the information regarding possible decisions with using our previously developed n -tuple algebra. In our opinion, this allows to computerize an important part of planning tasks in agromarketing and provides good means to objectify and enrich results of any analysis of decision options.
The Concept of space-time quanta in future technologies

The article discusses the possibility of using the technological advantages that appear in connection with the discovery of the physical essence of Time and new interpretation of the structure of space in the form of space-time quanta. One of the problems that can be successfully solved on the basis of the new physical model is the problem of establishing the true nature of gravity. The solution to this problem is directly related to the implementation of the idea of unsupported motion based on the interaction in a certain way of the created asymmetric interference structure of longitudinal waves with the natural structure of spatial frequencies.
Relacionando Modelagem de Tópicos e Classificação de Sentimentos para Análise de Mensagens do Twitter Durante a Pandemia da COVID-19

In 2020, COVID-19 pandemic is one of the most talked-about subjects on social networks. This subject has generated discussions of great importance about politics, economics, medical advances, people’s awareness, preventive techniques, etc. Using sentiment analysis and topic modeling techniques, in this paper, we aim to present an analysis of the messages from the social network Twitter during the pandemic of COVID-19. For this, we use a tweets dataset to train a sentiment classifier and then use the NMF algorithm to perform the interest topic generation.
MarineVerse Enables More People to Sail!

MarineVerse wants to promote and share the sport of sailing with the world by providing sailing education,growing as a sailor, socializing, and having entertainment using virtual reality technology. Current VR sailingapplications are designed for Valve Index, HTC Vive, Oculus Rift, and Oculus Quest, and flagship products areMarineVerse Cup and VR Regatta.
Research on Blended Teaching of College English

With the rapid development of the Internet, English teaching is bound to take full advantage of the network to improve the teaching effect. This study attempts to explore how to optimize the teaching effect of online and offline blended teaching mode based on the Production-oriented Approach, which takes students’ output as goal, so as to make a contribution to the reform of English teaching.
Going Back in Time to Find What Existed on the Web and How much has been Preserved: How much of Palestinian Web has been Archived?

The web is an important resource for publishing and sharing content. The main characteristic of the web is its volatility. Content is added, updated, and deleted all the time. Therefore, many national and international institutes started crawling and archiving the content of the web. The main focus of national institutes is to archive the web related to their country heritage, for example, the National Library of the Netherlands is focusing on archiving website that are of value to the Dutch heritage. However, there are still countries that haven’t taken the action to archive their web, which will result in loosing and having a gap in the knowledge. In this research, we focus on shedding the light on the Palestinian web. Precisely, how much of the Palestinian web has been archived. First, we create a list of Palestinian hosts that were on the web. For that we queried Google index exploiting the time range filter in order to get hosts overtime. We collected in 98 hosts in average in 5-years granularity from the year 1990 to 2019. We also obtained Palestinian hosts from the DMOZ directory. We collected 188 hosts. Second, we investigate the coverage of collected hosts in the Internet Archive and the Common-Crawl. We found that coverage of Google hosts in the Internet Archive ranges from 0% to 89% from oldest to newest time-granularity. The coverage of DMOZ hosts was 96%. The coverage of Google hosts in the Common-Crawl 57.1% to 74.3, while the coverage of DMOZ hosts in the Common-Crawl was in average 25% in all crawls. We found that even the host is covered in Internet Archive and Common-Crawl, the lifespan and the number of archived versions are low.
POTENSI PEMANFAATAN LIMBAH PLASTIK SEBAGAI ALTERNATIF ELEMEN PENGGANTI DI BANGUNAN CAGAR BUDAYA KOTA SEMARANG (Studi Kasus: Soesman Kantoor)

&lt;p&gt;Indonesia as the second largest contributor in global were produced about 9.52 million tons plastic or 14% of the total waste. The rapid population growth of urban area in Indonesia indirectly encourages various activities that affect the volume of waste. Semarang city were contributing waste in landfills reaches 850,000 tons per day, where 1,000 tons unmanageable. Unsorted garbage has the potential as new materials option in cultural heritage buildings. To elaborate these potential options, this research has been conducted qualitative method as the best approach to answer the research question. This research investigates the stakeholders’ perspectives about potential of plastic waste for replacement material of heritage buildings. The results show that there is a lack of data on waste management which is one of the challenges to find out how much volume of plastic waste can be reused. In addition, the principle of building cultural heritage is opposed to the use of plastic waste as an alternative material as a substitute element. In conclusion, plastic waste has a little potential from current waste to be applied on heritage buildings are limited element such as roof, furniture or temporary support of the structural element.&lt;/p&gt;
Software developers perception of project success

Purpose-The purpose of this quantitative study is to investigate and define project success according to software project participants in the Turkish Information Techology sector.In this study, the effect of different project management methodologies and education levels were also considered. Methodology-The study employs a quantitative hypothesis-testing method.The survey instrument of Procaccino, Verner, Shelfer and Gefen (2005) was used in this analysis.In collecting the responses, a 5-point Likert-type scale was used to specify the degree of agreement with each written statement (Procaccino, Verner, Shelfer, & Gefen, 2005).Findings-A total of 211 responses were collected.The demografic analysis shows that 31% (66) of the participants were female and 69% (145) were male.The average age of the survey participants was 33.9 years.The average number of years working in the IT sector was 9.7.Additionally, the analysis showed that 2 responses were missing, and 1 response only included the Kanban method.Interestingly 66 responses (31%) were only Scrum, which is one of the Agile methods.Moreover, 11 responses (5%) were only Waterfall, and 41 responses (19%) included both Waterfall and Scrum.48.3% (102) of the participants used mixed methods, and 40.8 % (86) used at least one Agile method.Conclusion-During the analysis of survey results, factor analysis, The Kruskal-Wallis test, correlation analysis, regression analysis were used.Factor analysis was applied and nine factors were found and explained 63.526% of the measurement.These factors were: personal growth, customer requirements, rewards, interpersonal relations, team factors, management, project output, and personal factors.Difference analysis was applied to the demographic variables.As a result, it was found that gender, age group, job position, and education level did not cause a difference in the definition of project success.Work experience created a significant difference in the project output factors and project management methodology created a significant difference in the team factors.As a result of the correlation analysis, in the first correlation, the project output factors and professional growth factors were highly correlated with each other (0.600).The other correlations were as follows: the second correlation is identified between interpersonal relations factors and professional growth factors (0.544), the third correlation was identified between reward and professional growth factors (0.541), the fourth correlation was identified between customers and professional growth factors (0.489), the fifth correlation was identified between team factors and professional growth factors (0.481), and the sixth correlation was identified between personal factors and professional growth factors (0.349).The least correlated variables were the personal and professional growth factors (0.349).According to the regression analysis, the significance was very high (p = 0.008).This meant that the model was statistically significant and a regression equation exists providing a definition for the project success.
Drop Everything and Read (DEAR) Activity as a Means of Increasing Students’ Reading Habits

Positioned at the bottom two for the literacy level globally, Indonesia needs to find a breakthrough to boost people’s reading habits. Reading is a complex process on how readers embracing the written text as a communication media, interpreting the text using the prior knowledge, then finally re-communicate the content as the prove of comprehension. Many students thought that reading was not enjoyable, so the concept of reading for pleasure could help. This present study conducted to show how the Drop Everything and Read (DEAR) approach was helpful to boost the students' habits in reading with pleasure. Many previous studies conducted on several levels of education for instance primary and secondary. So, in this study, the participants were university students who joined English for Specific Purposes (ESP) class. DEAR only needed to be implemented only for 30 minutes regularly, and then the students find out that the approach was helpful to ease their burden in reading. Moreover, the reading for pleasure concept offered in the approach implementation surely makes the students feel the joy of reading that mostly forgotten.
Dual-Channel Encoding Network Based on ConvLSTM for Driverless Vehicle Night Scene Prediction

基于 ConvLSTM
Enhancement over Learning Vector Quantization through Distance Function

Artificial Neural Network (ANN) represents the scientific similarity between neuron of biological elements.These are computational models, which lightly stimulated by their biological equivalents.AI and ANNs are two stimulating and intertwined arenas in computer science.ANNs are hominid ready information handling systems that are grown up extensively in last thirty years.Researchers have used ANN for detection of different types of diseases.In this paper, we have proposed a hybrid function used with ANN for detection of cancer and diabetes diseases.Basically, this approach modifies the existing distance function and proposed a hybrid distance function.We have used this modified distance function for training and testing of model in supervised learning vector quantization for detection of diseases.The data sets have been taken form Medical Science for providing learning and examining.The various experiments were performed using MATLAB tool.The results show that the performance of enhanced ANN algorithm is far better than existing ANN for detection of cancer and diabetes diseases.
Innovazioni fraseologiche nei titoli della stampa italiana: una classificazione dei motivi delle innovazioni fraseologiche

The purpose of this study is to investigate the phenomenon of phraseological innovations in titles of articles in one of the Italian newspapers La Stampa. In the first part of the article, key terms such as the phraseological norm and the phraseological innovation have been defined, taking into account various terms related to this process. Then, some innovation classifications have been presented. Finally, the analytical part describes 91 titles that are examples of innovations.
Training of future professionals in the conditions of competence-oriented mentoring

The peculiarities of training future specialists in the conditions of competence-oriented mentoring are clarified. The solution of the existing problems that determine the rethinking of the goals of training future specialists, its implementation through a competency approach as an important means of modernizing the content of higher education is scientifically substantiated. Mentoring is interpreted as one of the types of training, as well as one of the forms of adaptation. It is believed that mentoring is the most effective type and important part of training in the organization. The ultimate goal of a mentoring program is to «create» an effective employee for a specific organization. Mentoring provides a system of staff training in which the transfer of knowledge, skills and abilities takes place directly in the workplace in a real work environment. Training is based on the solution of real professional tasks by an intern under the guidance of a highly qualified specialist, having the opportunity to focus on the experience and opinion of an experienced professional. The emphasis is on the practical component. The position of the mentor makes special demands on such specialists. Competence-oriented mentoring of students in modern conditions means a structured, open, dynamic socio-pedagogical process, which is a set of purposeful influences on young people who begin their careers in various spheres of life, in order to form their professional (service-oriented) competencies; socially significant personality traits, which we define as socio-personal competencies; reduction of the adaptation period of the listener at a workplace and strengthening of motivation to qualitative performance of certain labor functions, continuity of the values ​​formed by long-term practice and collective achievements of establishment. The professional competence of a mentor is interpreted as high-quality work based on a high level of professionalism and professional competencies, characterized by sufficient experience in a particular field and productive socio-pedagogical participation in the transfer of key corporate competencies and industry values to young workers. The necessary specific qualities inherent in the mentor are highlighted.
The Effect of Blockchain Technology on Tax Reduction in Joint-Stock Companies

In the modern scenario, the concept of blockchain has been utilised by many business organisations across the globe. In addition, to make revolutionary changes in the operational behaviours of the companies the concept of blockchain has been utilised. Although, the technology is still under progress and needs several improvisations by contracting on the financial services and tax-paying operations it can be observed that the blockchain concept has made the entire process far more enhanced and secure. Blockchain is an essential and effective managerial factor that focuses on encrypting the personal data. However, this is identified that in case appropriate blockchain method is not implemented, the tax reduction process can be corrupted. On that basis, an innovative technology process such as anonymous blockchain technology can be taken in consideration. With the assistance, anonymous blockchain technology, the managerial activities of the organisation can be easily completed without any issues.
Art &amp; Science Potential in the Development of Russian Scientific Communication in the Museum Exhibition Policy Context

Art projects are usually expected to have the form of dual communication.Now we can see growing interest in the modern practice of technological art in Russia.The key aspect of the human-oriented models development is seen in the results of scientific and technological development actualization through the complex objects of art & science.This is proved by the example of the interdisciplinary project "ChaosMeasure: science as a way of communication".
Aesthetotherapeutic Ways of the Formation of the Worldview Culture in Future Primary School Teachers

The article deals with the problem of the formation of the worldview culture of the carriers of Good, Beauty and Truth, namely primary school teachers. According to the author, the elementary school teacher is the first professional person, who has an opportunity to provide the younger generation with the knowledge about the contemporary picture of the world, shaping their readiness for changes and effective solution of different life situations. The problem of forming the worldview culture of future educators has been the subject of researches conducted by a number of scholars in different scientific fields. Most educators defined this term as the content of the views and beliefs of an individual, his or her social attitudes and moral principles of behavior. In the article the role of innovative psychological-pedagogical and spiritual-therapeutic educational practice – aesthetotherapy, which allows opening a person’s interests and aspirations to ideals in their worldview value – has been actualized. The author covers the experience of aesthetotherapeutic preparation of future elementary school teachers in the context of forming a worldview culture. Such professional education is carried out in the form of working out a number of professionally-oriented games and exercises, in particular: art-technique (“Self-portrait”), phototherapeutic exercise (“Way of life” and “Working with polarities”), “Creating a fairy tale” technique, methods of derephlexia, etc.