Reviewerly/exHarmony huggingface dataset:
Arabic Extractive Summarization Using Pre-Trained Models

Automatic Text Summarization (ATS) is a crucial area of study in Natural Language Processing (NLP) due to the vast amount of online information available. Extractive summarization, which involves selecting important sentences from the original document without altering their wording, is one approach to generating summaries. While many methods for Arabic text summarization exist, deep learning applications are still in their early stages, and there is a shortage of available datasets. Unlike English, there have been fewer experiments conducted on Arabic language summarization due to its unique characteristics. This study aims to fill this gap by experimenting with several models for summarizing Arabic text, including QARiB, AraELECTRA, and AraBERT-base models, all trained using the KALIMA dataset. The AraBERT model performed exceptionally well, achieving high scores of 0.44, 0.26, and 0.44 on the ROUGE-1, ROUGE-2, and ROUGE-L measures, respectively.
PERAN CITRA MEREK MEMEDIASI PENGARUH KEPUASAN PELANGGAN TERHADAP NIAT MENGGUNAKAN KEMBALI E-COMMERCE LAZADA

Lazada is one of the largest e-commerce applications in Indonesia. In order to survive in the business, Lazada must ensure that its users are willing to reuse the application on an ongoing basis. The purpose of this study is to explain the effect of customer satisfaction on intention to reuse Lazada e-commerce users in Badung which is mediated by brand image. The sample used is 100 respondents who have done online shopping at Lazada and are domiciled in Badung. Samples were obtained using purposive sampling. Data was collected by distributing online questionnaires. Data was analyzed using path analysis and Sobel test. The results found that customer satisfaction has apositive significant effect on intention to reuse, customer satisfaction has positive significant effect on brand image, brand image has positive significant effect on intention to reuse and brand image mediates the effect of customer satisfaction on the intention to reuse e-commerce Lazada.
PELATIHAN PENGGUNAAN PLATFORM MICROSOFT SEBAGAI MEDIA PEMBELAJARAN DARING

The unconducive pandemic situation has greatly affected various aspects of human life, including education. Learning that used to be done face-to-face must change to online learning. Online learning is distance learning based on internet network technology such as video conference, video call or text chat. The ability to use devices that can support the online learning process is needed by students in order to have a better learning experience. An application that can facilitate students in collaborating, communicating, and sharing learning documents is Microsoft Teams. Based on the results of the perception test conducted, it was found that the participants were familiar with several software that support online learning process. But for Microsoft platform itself, they are not familiar with and understand its use. To overcome the students' problems, a service activity was carried out to provide training on the use of Microsoft Teams application. Training activities were carried out twice and the evaluation process was carried out by giving assignments and working on pre-test and post-test questions. Various features from Microsoft are used by the students for online learning, including conversation features, meeting, cloud storage (onedrive), collaboration on the same worksheet in Microsoft Office, and so on. From the results of working on pre-test and post-test questions, it shows that there is an increase in students' skills in using the Microsoft Teams application.
PENGENALAN DAN PELATIHAN SOFTWARE PENGOLAHAN DATA SPSS DAN SMARTPLS DI UNIVERSITAS MIKROSKIL

One of the popular tools for data processing is the Statistical Package for the Social Sciences (SPSS) and Structural Equation Modeling (SEM) with SmartPLS. Understanding data processing has a very important role in preparing the final assignment. Data processing is a critical step in scientific research methodology. Students who compose their final assignment need to know and understand the techniques, stages and interpretation of results correctly so that their research has a strong basis. So the aim of Community Service Activities is to provide knowledge and understanding to final semester students who have started preparing their final assignments at Mikroskil University. Provide practical understanding and skills to students in using SPSS and SmartPLS as data processing tools. This training was carried out directly using SPSS and SMArtPLS software. Based on the results of the answers to the pre-test and post-test questions of the training participants, it can be seen that there is an increase in understanding in the introduction and use of SPSS and SmartPLS software before and after, for details, see Figure 7 for a comparison of the pre-test and post-test results. So it can be concluded that the introduction and training of SPSS and SmartPLS data processing software at Mikroskil University was successful.
MAKING WEBSITE-BASED OF PROMOTIONAL MEDIA USING CMS WORDPRESS AT ELTABO COFFEE IN CIMAHI

Technological advances that are happening at this time are of benefit to many groups, one of which is businessman. Advances in technology make it easy for businessman to market their products or services. As a result of this convenience, many UMKM have sprung up, including in Cimahi City. Many new businesses have started to emerge including coffee shops or cafes. The many appearances of these coffee shops make the competition even tighter. Eltabo Coffee, which is located in Cimahi City, is one of the new coffee shops. Intense competition and the foreign name Eltabo Coffee among the people of Cimahi City, caused Eltabo Coffee to experience a decline in income. To overcome these problems, this Final Project was made with the aim of knowing how the initial conditions of promotional media from Eltabo Coffee, to find out how to make website-based promotional media using CMS WordPress, and to find out the results of implementing website-based promotional media on Eltabo Coffee using CMS WordPress. The implementation of this project applies the SDLC method which consists of the planning, analysis, design, and implementation stages. The results of making this website-based media promotion show a very good value, namely an assessment of the website from the owner of Eltabo Coffee as well as from the results of the questionnaire. In addition, there were 9 new customers who visited Eltabo Coffee Cimahi after visit the Eltabo Coffee website and there was an increase in sales in the second and third weeks of May, namely 23 cups. Trials by the admin have been carried out by changing photos on the Menu page.
DESIGN OF E-ARCHIVE INFORMATION SYSTEMS OF INACTIVE RECORDS BASED ON MICROSOFT ACCESS AT HR DEPARTMENT DOCUMENT DIVISION PT KERETA API INDONESIA (PERSERO) DAOP 3 CIREBON

The Human Resources PT Kereta Api Indonesia (Persero) is a very crucial part of handling documents because it stores all employee and pension data archives, and oversees the Document Unit which manages all inactive archives from all work sections. Archives are the most important and basic thing that needs to be considered in all types of administrative and management activities in an organization because archives are information data stored about everything we do in our daily routine. However, the management of archives for the inactive archives of the HR still uses conventional archives where there is no archive backup in electronic form. This is classified as not effective and efficient if done in the present, and there is a risk of damage to the archive or loss of the archive due to forgetting to archive it. Judging from the archival situation for inactive archives that occurred here, the solution that was deemed appropriate was to design and create an electronic archive information system for inactive archives. This electronic archive uses Microsoft Access tools because its use is easy and quite familiar to use in offices that implement the Windows operating system.
Perancangan sistem informasi Pembelian Stok Barang dan pencatatan Stok Barang Masuk Berbasis Microsoft Excel (Studi Kasus Pada TB. Sumber Agung)

Information systems for purchasing and recording inventory of incoming goods are important for companies in carrying out their business activities. Purchase flow system and record incoming goods stock at TB. Sumber Agung is still less effective and efficient. Thus, this can result in errors, delays, and even losses for the company. Therefore, the design of an information system for purchasing stock of goods and recording incoming stock of goods is made to facilitate and provide a positive impact for the company. In addition, the use of manual records for inventory is also not very effective and efficient. Microsoft Excel can be useful for companies to record goods in TB. Sumber Agung. Thus, the performance of employees and the company's business is more effective and efficient which results in companies getting greater profits and practicality in working at TB. Sumber Agung
DESIGN OF ELECTRONIC FILING SYSTEM USING IMAGEWARE SCAN MANAGER IN BANK BJB KCP SAMARANG

The archive system at Bank BJB KCP Samarang was initially not optimal, as evidenced by several problems that arise because of archives, such as the length of time for finding archives, archives are not neatly arranged, and there is no archive lending system. This can interfere with the work of employees. This project aims to design an electronic filing system at Bank BJB KCP Samarang using ImageWare Scan Manager. The work procedures carried out included applying for permits, interviews, identifying problems, designing programs, making programs, testing, evaluating, and finally making a manual for handling archives. The result of this archival system design is that the archive storage system used is a subject archive storage system based on the name of the credit lending category and a chronological storage system based on the year of the archive, as well as electronic archive storage using the four existing structures in the application, namely workgroups, worksheet templates, worksheets, and fields. For archive storage procedures there are four stages, namely login workgroup, open worksheet, index data, and import documents. Furthermore, the recovery of archives is carried out in four stages, namely requesting, searching, finding, and recording borrowed archives. Based on the results of tests using alpha beta testing, no errors were found and can facilitate archive discovery and facilitate work, so this application can be used as an alternative in archive storage.
DESIGN OF COMPANY INVENTORY INFORMATION SYSTEM APPLICATION BASED ON MICROSOFT EXCEL AT PT DUTA GARMINDO INDUSTRI BOJONG BRANCH

Effective and efficient work in a company or organization is a very important thing that helps employees do the work quickly and precisely, one of the important things that must be done effectively and efficiently is to get information. The information obtained will be the basis for the company to make a policy decision. Information about assets or inventory in the company is something that needs to be considered,recording the entry and exit of goods is an activity in inventory management, errors in the amount of input or output of inventory data become a thing that often happens, so we need an information system to manage it. PT Duta Garmindo Industri Bojong Branch uses Microsoft Excel lined inventory management system by manually inputting data, starting from adding, and subtracting to summing the inventory calculated manually, this will reduce the effectiveness and efficiency of employees at work. Therefore, it is necessary to upgrade the Microsoft Excel recording system,which includes the dashboard display, the results of adding and subtracting items automatically and accurately. With this upgrade, it is hoped that the human resources in the company can be more effective and efficient in their work.
Temporal Dislocation

This body of work navigates the dialectical tension between the destruction and renewal of our relationship with landscapes, both contemporary and historical, and the intricacies of activities evident within constructed environments. These quasi-sculptural forms serve as poignant markers of power, class, and labor embedded in the English landscape. The work probes the fragile equilibrium between stability and impermanence, highlighting the cyclicality of the natural world after human intervention. It seeks to illuminate how form naturally follows function, unveiling the innate aesthetics within ordinary "found" objects. These forms offer an enduring narrative of their utilitarian evolution, underscoring the beauty inherent in utilitarian simplicity. At its core, this work is driven by phenomenological intent, bridging the gap between the photographer's deliberate framing and the casual viewer's passive encounter with these constructed landscapes. The photograph becomes a subtle language inviting viewers to reevaluate the ostensibly banal and ubiquitous. This body of work challenges the boundaries between fact and objectivity, employing angles that prompt a deeper understanding and reflective exploration of unacknowledged memories and logics. It references scientific approaches and surveys while drawing inspiration from brutalism theories and human responses to utilitarian environments throughout their evolution. Cover image: Temporal Dislocation - Watchtower (2011)
Upaya Meningkatkan Prestasi Belajar Siswa Kelas XI TB.2 PPKN Melalui Metode Pembelajaran Kooperatif Jigsaw

The journey has been winding and full of challenges since its formation until its current state which has made history an interesting study material. Moreover, recently there has been a group of people who doubt the existence of PPKn. Due to the many abuses and betrayals of Pancasila and Citizenship Education, complete human development has been hampered. And there are also those who question the success of PPKn teaching on the morals of students in particular and the wider community in general. This research uses three rounds of action research. Each round consists of 4 stages, namely: design, activities and observations, reflection and revision. The target of this research is class XI students. TB 2. Civics academic year. The data obtained is in the form of formative test results, observation sheets of teaching and learning activities. From the results of the analysis, it was found that student learning achievement increased from cycle I to cycle III, namely, cycle I (67.44%), cycle II (79.01%), cycle III (90.70%). The conclusion of this research is that cooperative learning methods can have a positive influence on the achievement and learning motivation of class XI.TB.2 students and this learning model can be used as an alternative for PPKn learning. This research was carried out at SMKN Meukek, South Aceh Regency.
The study of the biological age of university teachers in the period of urgent transition to distance education as a result of pandemic

In the article, the biological age of university teachers was studied (using the express method of V.P. Voytenko), a total of 127 people (64 women, 63 men) were examined, they were divided into three groups according to their age (1st group ‒ 23-39 years old, 2nd group ‒ 40-59 years old, 3rd group ‒ 60 years old and older). A special health self-assessment questionnaire and a number of physiological indicators and mathematical formulas were used to calculate the value of biological age (BA); the appropriate biological age value (ABA) was calculated; he obtained biological age and the corresponding biological age were compared, it was determined how many years the subjects' aging rate was ahead or behind their peers. This approach makes it possible to divide people of the same age into several degrees according to the degree of “age wear”, as well as according to the “reserve” of health (degrees I and II ‒ slow aging, III ‒ BA corresponds to the population standard, IV and V ‒ accelerated aging). The research was conducted during the transition of universities to distance education during the pandemic (October-November, 2020). More than half of the teachers (55.90%) were found to be experiencing accelerated aging (grade IV-V of BA), and this was more common among men than among women. Among those examined, the rate of aging is evident in the youngest group of teachers. Due to the pandemic, in the period of urgent transition from the usual traditional educational format to distance learning, the accelerated rate of aging according to biological age indicators was observed in almost all groups of teachers: 23%-80%. And there is a conclusion that the gender and age of the subjects affect the biological age.
Effects of COVID-19 on the Physical Activity and Mental Health of Medical Students

To assess the effects of COVID-19 on the physical activity and mental health of medical students in the universities of Lahore. It was a cross-sectional study that was conducted within a time period of two months among the students of public and private universities of Lahore, Pakistan (Services institute of medical sciences (SIMS) and Allama Iqbal medical college (AIMC). Data for the study was collected by administrating questionnaires from medical students. Results were analyzed by using SPSS version 26. Among 170 medical students, most of them were male and 77.65% think that lockdown has affected their physical activities and 58.82% think that lockdown has affected their mental health. There is significant increase in number of people who participated in Indoor games during lockdown from 51.2 % to 81.8 % while there was reduction in no. of people who play Outdoor Games during lockdown from 33.5 % to 8.8 %.61.76% think that lockdown has affected their sports activities, While 38.24% think that lockdown has not affected their sports activities. During lockdown 31.76% of the participants, rarely have the thought that they might have caught coronavirus. 31.76%of the participants never have the thought that they might have caught coronavirus. The health authorities and student affairs department of medical college’s should take proper measures to guide the students on how to improve mental as well as physical health during COVID-19 restrictions.
Artificial Intelligence and Curriculum Prospects for Elementary School

The research aims to investigate Artificial Intelligence (AI) and curriculum prospects for elementary school education. The study focused on identifying specific areas within curriculum where AI can be incorporated and assessed the prospects of AI which may enhance leaning experiences for elementary school students. Descriptive research design was used. Quantitative approach adopted for data collection. There were 70 participants including school leadership and teachers from elementary schools by using convenient sampling. AI and curriculum are interdependent variables. The study showed that the broad thoughtful opportunities and challenges associated with AI in elementary education. Results of the depicted that majority of the respondents agreed with the idea of introducing AI into curriculum which is helpful for the literacy of AI education. Results reflected that curriculum modification are needed continuously according to need of modern era. AI can monitor the usefulness of curriculum and identify specific areas. AI made a significant addition in optimization of contents, teaching methods and facilitates multimodal teaching style to increase the creativity, and innovation and problem solving skills. AI education in elementary school curriculum can better train students for 21st century and increase job opportunities for students through AI and technology integration in education.
DEVELOPMENT OF TEACHING MATERIALS BASED ON AUGMENTED REALITY (AR) IN SCIENCE SUBJECTS AT MIN 1 KOLAKA UTARA STUDENTS

Abstract&#x0D; The low student learning outcomes in natural science at MIN 1 North Kolaka were because students had difficulty understanding abstract concepts. One of the technologies that could be utilized to visualize abstract concepts into more concrete three-dimensional objects was Augmented Reality (AR). This study aimed to measure the validity, practicality, and effectiveness of teaching-based materials in Augmented Reality in natural science learning. The research method used was Research and Development with ADDIE model. The subjects of this research were students of class V MIN 1 North Kolaka. Based on the test results obtained: (1) the result of the material and media validation test was 4.41 in the valid category, (2) the result of the practicality analysis was 80.9% in the practical category, and (3) the effectiveness result obtained from learning test was 66.7 % in the effective category and student responses were good qualifications. Therefore, teaching materials based on Augmented Reality were feasible to implement in the learning process because they were able to improve learning outcomes and attract students' attention to learning. Integrating AR into the curriculum can improve the quality of science learning in class V of elementary schools.
NEURAL ORDINARY DIFFERENTIAL EQUATIONS FOR TIME SERIES RECONSTRUCTION

Context. Neural Ordinary Differential Equations is a deep neural networks family that leverage numerical methods approaches for solving the problem of time series reconstruction, given small amount of unevenly distributed samples.&#x0D; Objective. The goal of the following research is the synthesis of a deep neural network that is able to solve input signal reconstruction and time series extrapolation task.&#x0D; Method. The proposed method exhibits the benefits of solving time series extrapolation task over forecasting one. A model that implements encoder-decoder architecture with differential equation solving in latent space, is proposed. The latter approach was proven to demonstrate outstanding performance in solving time series reconstruction task given a small percentage of noisy and uneven distributed input signals. The proposed Latent Ordinary Differential Equations Variational Autoencoder (LODE-VAE) model was benchmarked on synthetic non-stationary data with added white noise and randomly sampled with random intervals between each signal.&#x0D; Results. The proposed method was implemented via deep neural network to solve time series extrapolation task.&#x0D; Conclusions. The conducted experiments have confirmed that proposed model solves the given task effectively and is recommended to apply it to solving real-world problems that require reconstructing dynamics of non-stationary processes. The prospects for further research may include the process of computational optimization of proposed models, as well as conducting additional experiments involving different baselines, e. g. Generative Adversarial Networks or attention Networks.