Reviewerly/exHarmony huggingface dataset:
BASIC CONCEPTS OF COMPUTER LEXICOGRAPHY

The article is devoted to researching computer lexicography and aims at regarding basic concepts of the applied scientific discipline in linguistics.Such tasks of computer lexicography, as parsing, creating a lexical database, lexical analysis of electronic dictionaries, estimation of the number of multi-valued-single-valued words, automatic extraction of hyponym-hypernym relationships, displaying values when extracting from several dictionaries at once, defining a value within a single dictionary and extracting information using a set of monolingual and translation dictionaries are discussed.The major principles of a computer dictionary compiling and an example of a dictionary entry are provided.Such terms as lexeme, lemma and lemmatization are explained.Corpus lexicography as a relatively new branch of computer lexicography is overviewed.The authors also note that computational linguistics is closely related to the central problem of artificial intelligence.It is emphasized that although the aims of traditional and computer lexicography are mainly the same, their methods, tools and approaches differ significantly.It is shown that such features of electronic dictionaries as multifunctionality, the use of multimedia, possibility of updating, convenient search and many others provide considerable advantages over conventional paper dictionaries.Practical lexicography is defined as the process of compiling dictionaries of various types on the basis of theoretical developments.The process of creating electronic dictionaries is discussed.Depending on the purpose of the dictionary, its volume, the order of the words in it, the object of description and other criteria, dictionaries can be divided into various types.Such dictionary types as explanatory, translation, etymological, frequency etc. are described.It is concluded that for researchers working in the sphere of computer lexicography and other fields of applied linguistics, understanding of the basic principles, tasks and functionality of computer-based dictionaries is vital.
Enhancing Public Awareness and Education in Cybersecurity: A Canadian Perspective

The escalating sophistication and prevalence of cyber threats necessitate substantial investments in cybersecurity measures, encompassing not only technical defenses but also public education and awareness initiatives about cyber defense, bullying prevention, and security. This paper scrutinizes the role and significance of public awareness and education in cybersecurity, with an emphasis on Canadian efforts in this domain.
E-COMMERCE BIBIT IKAN BERBASIS ANDROID SEBAGAI KATALISATOR PENINGKATAN PENJUALAN HASIL TERNAK IKAN DI KABUPATAN PRINGSEWU

E-commerce is the impact of developments in information and telecommunications technology, thereby significantly changing the way humans interact with their environment, which in this case is related to trade mechanisms. So far, Lampung has been known as a center for the production of marine fish farming (mariculture), especially grouper, shrimp and freshwater fish. One of the well-known freshwater fish production centers in Lampung Province is in Pagelaran District, Pringsewu Regency. And with the development of current information technology, the authors designed an e-business system for selling fish fingerlings based on Android to help sellers market fish seeds and make it easier for customers, suppliers and business partners to carry out transactions, buying and selling and as promotional media. In this research the method of collecting data was interview, observation, and literature study, then the methodology used was the Android-based Development Life Cycle (SDLC) System.
Kehidupan Digulis Dalam Novel Antara Hidup Dan Mati Atau Buron Dari Boven Digul Karya Wiranta Dan Pandu Anak Buangan Karya Abdoe’l Xarim M.S : Studi Historiografi

This research is a histiographic study that discusses the written life of two literary works entitled Between Life and Death Or Buron Dari Boven Digul by Wiranta and Pandu Anak Outcast by Abdul Karim M.S. The purpose of this research is first, to describe the picture of Digulis' life when he was exiled in the Boven Digul camp in the novel. Second, knowing the background of the author and the spirit of the times that became the background for the novel. The research method used in this research is the historical method. The stages of the historical method are heuristics, source criticism, interpretation, and histiography. The results of this study show that the novel Between life and death or Buron dari Digul describes how Digulis' life is about escapism and how social life is in the Boven Digul camp. In Pandu Anak Exiled, the main character describes that life in the Boven Digul exile camp aspires to erase class inequalities in society, but at the same time in Boven Digul Camp acknowledges inequality after dealing with reality.&#x0D; Keywords: Digulis, Histiography, Life&#x0D; This research is a histiographic study that discusses the written life of two literary works entitled Between Life and Death Or Buron Dari Boven Digul by Wiranta and Pandu Anak Outcast by Abdul Karim M.S. The purpose of this research is first, to describe the picture of Digulis' life when he was exiled in the Boven Digul camp in the novel. Second, knowing the background of the author and the spirit of the times that became the background for the novel. The research method used in this research is the historical method. The stages of the historical method are heuristics, source criticism, interpretation, and histiography. The results of this study show that the novel Between life and death or Buron dari Digul describes how Digulis' life is about escapism and how social life is in the Boven Digul camp. In Pandu Anak Exiled, the main character describes that life in the Boven Digul exile camp aspires to erase class inequalities in society, but at the same time in Boven Digul Camp acknowledges inequality after dealing with reality.&#x0D; Keywords: Digulis, Histiography, Life
Analisis Kebutuhan Pengembangan Media Pembelajaran Sejarah Komik Digital

Learning media is one of the supporting components that teachers should not miss in an effort to achieve learning success. In history learning which has a lot of learning materials, teachers often prefer teacher-oriented teaching methods. Because the teacher's teaching method is teacher oriented, it has an impact on students, namely students become more passive in learning and cannot achieve learning objectives. So we need media that can be a solution to these problems, one of which is comic media. The purpose of this study was to analyze the need for comics media as learning media in Indonesian history subjects. This research is a qualitative research. This research was conducted by analyzing problems and causes of problems and analyzing curriculum needs, student needs, teacher needs and material needs. It was concluded that as many as 20 students were interested in digital comic media and the other 10 answered neutrally.
Teknologi Internet Sebagai Sumber Belajar Pada Mata Pelajaran Sejarah Di SMAN 14 Padang

Observations of students at SMAN 14 Padang found that students used the internet as a learning resource in history subjects. This makes researchers interested in seeing how high the use of the internet is that students use as a learning resource in history subjects. This research is a quantitative descriptive research that aims to find out the extent of the use of the internet as a learning resource used by students in history subjects. The subjects in the study were 35 students of class XI social studies who were taken as samples/respondents. Data was collected through a questionnaire with 7 indicators along with 17 statement items. Questionnaire data is processed using the help of SPSS in simple terms and Microsoft Excel. The results showed that the availability of the internet as a source of learning history (77.25%), the accuracy of the function of the internet as a source of learning history (80%), the intensity in accessing history learning resources (62.75)%, the facilities used (73.75)%, the internet can accelerate the pace of history learning (85.5)%, the use of the internet through teacher guides and independently 76.75%, types of history learning resources such as Wikipedia (55.71%), blogs (37.14%), scientific journals (32.85%), Online News (38.57%), YouTube (79.28%), Ruang Guru (55%), Zenius (47.14%), Brainly (82.85%), Ebooks (33.57%).
DATA MINING APPLICATION FOR CLUSTERING COVID-19 SPREAD AREAS IN DKI JAKARTA USING THE K-MEANS ALGORITHM

Coronavirus Disease 2019 (coronavirus disease2019, abbreviated as COVID-19) is an infectious disease caused by SARS-Cov-2, a type of coronavirus. Covid-19 patients can experience fever, dry batik, and difficulty breathing. The infection spreads from one person to another through a splash (droplet) from the respiratory tract produced when coughing or sneezing. The number of residents until 2019 reached 11,063,324 people spread across 6 cities consisting of 44 districts and 267 urban villages, making Covid-19 easy to spread. To be able to see the area of spread of Covid-19, it is necessary to group based on the attributes used consisting of Suspect Cases, Probable, Cases, Close Contacts, Confirmed Cases and Deaths. In this study, to cluster the data, the K-Means method and the Euclidean distance measurement method were used. This study produced a prototype application for grouping data on the distribution of Covid-19 patients. The result of the implementation of the K-Means Algorithm is that the Covid-19 spread cluster in DKI Jakarta is divided into 3 (three) clusters, namely cluster 1, cluster 2 and cluster 3. Cluster 1 is a medium case zone, Cluster 2 is a high case zone and Cluster 3 is a low case zone.
Analisis Sentimen Berbasis Aspek Ulasan Pelanggan Restoran Menggunakan LSTM Dengan Adam Optimizer

Consumers believe that restaurant reviews are very important when choosing a restaurant. Due to the fact that reviews have become one of the most effective ways to influence customer decisions, research that has been done on restaurant customer reviews is about sentiment analysis. Previous studies have only used sentiment analysis at the sentence or document level, while a better level uses Aspect-Based Sentiment Analysis (ABSA), or a type of aspect-based sentiment analysis. LSTM is a variant of RNN that stores long-term information in memory cells. Use of global max pooling to reduce output resolution features and prevent overfitting. In addition, the optimization method used by Adam Optimizer is an adaptive learning rate optimization algorithm specifically designed to train deep neural networks. This study aims to classify restaurant customer opinions based on aspects (food, place, service, and price) based on restaurant customer reviews on Indonesian-language TripAdvisor with LSTM and global max pooling for sentiment classification (negative, half negative, neutral, half positive, positive). The results of this study indicate that the ABSA in restaurant customer reviews for sentiment classification accuracy is 78.7% and the aspect category accuracy is 78%, both are interconnected and can help understand restaurant customer opinions on TripAdvisor.
Discussion on the Cultivation of the Core Quality of Middle School Students’ Physical Education in Primary School Physical Education Teaching

In the context of quality education, a wider exploration of physical education has been carried out, but at the same time higher requirements have been put forward for school sports courses. It is essential to pay attention to the teaching and training of physical knowledge and skills in physical education training as well as cultivate the core physical literacy of primary school students. The core quality of physical education is the main part of the basic quality of primary and middle school students, which is of great significance to their learning and development. This article will explore the training methods of primary and middle school students’ basic quality in school physical education courses for reference.
PENGARUH TEMPERATUR DAN TEKANAN TERHADAP HASIL CETAKAN POLYPROPYLENE MENGGUNAKAN MESIN INJECTION MOLDING VERTIKAL

Currently, the use of plastic products is increasing in various fields, due to their flexibility and low production costs. The injection molding process is a technique that is often used in the formation of plastic products. The focus of the problem of this study is the effect of heating temperature and hydraulic pressure on the results of box and gear molds using the injection molding process. The test method uses variations in temperature and hydraulic pressure to produce the maximum mold shape in the box and gear. From the results of the injection molding test for full yield gear products with a melt temperature of 368ºC, a mold temperature of 40ºC, and an injection pressure of 490 Psi, there was a failure in the test results due to the release of liquid which did not come out directly to fill the mold, because the pressure from the hydraulic jack must gradually.
Performance analysis of flood control buildings Mati river watershed area

The problem of flooding is a classic problem that befalls almost all regions in Indonesia. Likewise, the area in the Mati river watershed is experiencing problems that are not much different. Moreover, with the existing developments, almost all areas in the Mati River watershed have developed into urban settlement areas which have led to land conversion from agricultural land and green open land to other built-up land. The middle and downstream areas in the Mati River watershed are the main tourism areas in Bali such as Seminyak, Legian, Kuta and parts of the West Denpasar District, Denpasar City. These areas are dense settlements which contribute to increased surface runoff in almost all watershed areas. Several areas in the Mati River watershed are flood-prone areas, namely the Padangsambian area, Jalan Pura Demak area, Monang-Maning, Jalan Dewi Sri and areas in East Kuta. Several river improvements have been made to reduce the impact of flooding, namely changing the permanent weir to a mobile weir, normalizing the channel and building a pumping station which aims to reduce the effects of flooding and stagnant water during the rainy season.
Multi-class Cervical Cancer Classification using Transfer Learning-based Optimized SE-ResNet152 model in Pap Smear Whole Slide Images

Among the main factors contributing to death globally is cervical cancer, regardless of whether it can be avoided and treated if the afflicted tissues are removed early. Cervical screening programs must be made accessible to everyone and effectively, which is a difficult task that necessitates, among other things, identifying the population's most vulnerable members. Therefore, we present an effective deep-learning method for classifying the multi-class cervical cancer disease using Pap smear images in this research. The transfer learning-based optimized SE-ResNet152 model is used for effective multi-class Pap smear image classification. The reliable significant image features are accurately extracted by the proposed network model. The network's hyper-parameters are optimized using the Deer Hunting Optimization (DHO) algorithm. Five SIPaKMeD dataset categories and six CRIC dataset categories constitute the 11 classes for cervical cancer diseases. A Pap smear image dataset with 8838 images and various class distributions is used to evaluate the proposed method. The introduction of the cost-sensitive loss function throughout the classifier's learning process rectifies the dataset's imbalance. When compared to prior existing approaches on multi-class Pap smear image classification, 99.68% accuracy, 98.82% precision, 97.86% recall, and 98.64% F1-Score are achieved by the proposed method on the test set. For automated preliminary diagnosis of cervical cancer diseases, the proposed method produces better identification results in hospitals and cervical cancer clinics due to the positive classification results.
Path Optimization of Physical Education Teaching Quality Management Integrated with Modern Network Technology

This paper analyses the problems existing in the management concept, management mode, management system and management method of the physical education teaching management system in colleges and universities and discusses the feasibility and necessity of integrating network technology into the physical education teaching management system in colleges and universities.And referring to the theory of modern network technology, it puts forward corresponding optimization measures for the above existing problems.The four aspects of the learning acquisition degree explore the optimization path of the quality of physical education teaching in colleges and universities.
A survey on graph neural networks

In recent years, we have witnessed the developments that deep learning has brought to machine learning. It has solved many problems in the areas of computer vision, speech recognition, natural language processing, and various other tasks with state of-the-art performance. However, the data in these tasks is typically represented in Euclidean space. As technology develops, more and more applications are generating data from non-Euclidean domains and representing them as graphs with complex relationships and interdependencies between objects. This poses a significant challenge to deep learning algorithms. This is because, due to the uniqueness of graphs, applying deep learning to the ubiquitous graph data is not an easy task. To solve the problem in non-Euclidean domains, Graph Neural Networks (GNNs) have emerged. A Graph Neural Network (GNN) is a neural model that captures dependencies between graphs by passing messages between graph nodes. This paper introduces commonly used graph neural networks, their learning methods, and common datasets for graph neural networks. It also provides an outlook on the future of Graph Neural Networks.
Development of Power Point Macro-Based Interactive Multimedia in Learning Islamic Cultural History in Improving Student Learning Outcomes

The history of Islamic culture (SKI) learning process so far has taught teachers using conventional methods with minimal use of information technology which has an impact on low interest and student learning outcomes that are not in accordance with Article 19 paragraph 1 of Government Regulation No. 19 of 2005.This study aims to describe the learning characteristics of Islamic Cultural History in schools, develop learning media in the form of interactive learning multimedia, analyze the feasibility of SKI interactive learning multimedia, analyze SKI interactive learning multimedia in improving student learning outcomes. This type of research uses research and development (Research and Development) using the ADDIE model. The primary data collection technique is from the validation of media experts and material experts as well as the results of the pretest and posttest. The results of this study indicate that 1) SKI teachers teach in a teacher-centered way with the majority guided by LKS and SKI package books as learning resources, there are limitations to the use of media and technology where the media that is often used are blackboards and writing tools. 2) The results of the review by media experts and material experts state that the interactive multimedia based on PowerPoint macro enable that has been developed meets the criteria of being tested. 3) Development of interactive multimedia based on PowerPoint macro enable obtains very feasible criteria with an average percentage of 85.85%. 4) Interactive multimedia based on PowerPoint macro enable has a significant effect on student learning outcomes with the results of the small-scale hypothesis test obtaining 0.001 ≤ α 0.05 and the results of the hypothesis on a large scale obtaining 0.000 ≤ α 0.05. The gain test results on a small scale gets 0.7806 with high criteria and on a large scale gets 0.6187 with medium criteria.
ERP SYSTEMS AND THE CHALLENGES OF LEGAL PROTECTION OF PERSONAL DATA

Due to the increasingly rapid development and implementation of information technologies, the amount of information obtained via the Internet, the business environment, and increasing competition in the market, companies have a need for services and information systems that will fully support their businesses and at the same time enable development goals. On the scene come ERP systems that represent a wide range of business software for business management, ranging from financial management to operations management. In this whole process, the challenges of legal protection of personal data also arise.
Library and Information Exchange is the Most Important Area of Russian-Chinese Interactions (Experience, Potential and Capabilities of the State Public Scientific and Technical Library of the SB RAS)

The article highlights the key areas of library and information exchange within the framework of the international activities of the State Public Scientific and Technical Library of the SB RAS as a scientific, information and cultural center in Siberia and the Far East.The stages of scientific work on the creation of full-text databases of the SPNTB SB RAS of its own generation are considered as the basis for information support of scientific research.The assessment of the results of this work and the prospects for the development of library and information exchange with Chinese scientific and scientific and technical organizations are analyzed.Issues of humanitarian cooperation with various libraries in the PRC are covered.
The effect of leadership and teamwork on employee loyalty and organizational trust as a mediating variable

The objective of this study is to determine the mediating role of organizational trust between the effect of transformational leadership and teamwork towards employee loyalty in the financial sector of Pakistan. 243 responses have been collected from the active employees of private banks of Pakistan using a 5-point Likert scale questionnaire and survey method while nonprobability purposive sampling strategy has been opted for the selection of participants. PLS-SEM has been employed for data analysis using SmartPLS v3. Organizational trust and teamwork have a positive effect on employee loyalty while transformational leadership has an insignificant effect on employee loyalty. Further, transformational leadership and teamwork have a positive effect on organizational trust. Lastly, organizational trust significantly mediates the effect of transformational leadership and teamwork on employee loyalty. Leader should also make an effort to inspire their direct reports by showing charisma and paying attention to each one of their needs. Intense competition and high customer expectations are challenges for the banking industry. Manager’s support will increase the sense of loyalty among the employees, fostering a trusting environment that encourages employees to keep working hard even under difficult conditions.