Reviewerly/exHarmony huggingface dataset:
Play–Based Approach and Kindergarten Literacy Level

A strong foundation of literacy is formed in the child's early years.This study assessed the Play-Based Approach and Pupils' Literacy Level of the Kindergarten Pupils of Balacanas Elementary School, Villanueva South District, Villanueva Misamis Oriental.It sought to answer the pretest performance of the Controlled and Experimental Groups; the posttest performance of the Controlled and Experimental Group of Kindergarten pupils; the significant difference between the pretest and posttest; and the significant difference between the posttest of the Controlled and the Experimental Group.The study employed descriptive and quasi-experiment.The primary data collection tool used was adopted from Early Grade Reading Assessment.The result revealed that the majority of the Controlled Group and Experimental Group had not reached the expected learning competency.The result showed that the Play-Based Teaching Approach is an effective literacy strategy to teach Kindergarten pupils to increase their reading literacy.It revealed no significant difference between the pretest and posttest of the Controlled Group.Moreover, there is a significant difference in the past results of the Controlled and Experimental Groups.It should be highlighted that the Play-Based Teaching Approach has a significant effect on the Pupils' Reading Literacy level.Therefore, the teachers are encouraged to plan, craft, create, and implement the said differentiated and practical play-based teaching approaches.
Infinite probabilistic secret sharing

A probabilistic secret sharing scheme is a joint probability distribution of the shares and the secret together with a collection of secret recovery functions.The study of schemes using arbitrary probability spaces and unbounded number of participants allows us to investigate their abstract properties, to connect the topic to other branches of mathematics, and to discover new design paradigms.A scheme is perfect if unqualified subsets have no information on the secret, that is, their total share is independent of the secret.By relaxing this security requirement, three other scheme types are defined.Our first result is that every (infinite) access structure can be realized by a perfect scheme where the recovery functions are non-measurable.The construction is based on a paradoxical pair of independent random variables which determine each other.Restricting the recovery functions to be measurable ones, we give a complete characterization of access structures realizable by each type of the schemes.In addition, either a vector-space or a Hilbert-space based scheme is constructed realizing the access structure.While the former one uses the traditional uniform distributions, the latter one uses Gaussian distributions, leading to a new design paradigm.
TPM: Transition probability matrix -- Graph structural feature based embedding

Inthis work, Transition Probability Matrix (TPM) is proposed as a new method for extracting the features of nodes in the graph.The proposed method uses random walks to capture the connectivity structure of a node's close neighborhood.The information obtained from random walks is converted to anonymous walks to extract the topological features of nodes.In the embedding process of nodes, anonymous walks are used since they capture the topological similarities of connectivities better than random walks.Therefore the obtained embedding vectors have richer information about the underlying connectivity structure.The method is applied to node classification and link prediction tasks.The performance of the proposed algorithm is superior to the state-of-the-art algorithms in the recent literature.Moreover, the extracted information about the connectivity structure of similar networks is used to link prediction and node classification tasks for a completely new graph.
Analisis dan Implementasi Sistem Informasi Akuntansi Menggunakan Metode Accrual Basis (Studi Kasus: CV Satu Holiday Tour dan Travel Bandung)

CV Satu Holiday Tour and Travel is a servicencompany engaged in the travel agency. In managing, calculating and recording transactions at CV Satu Holiday, it is still done using a cash book and in making financial reports using a spreadsheet, as well as in accounting records that the company does not fully describe the assets, liabilities, and equity of the company. The purpose of thisfresearch is to implement a system that can help manage accrual-based financial records. This study uses a descriptive method to describe a situation or event that produces the meaning and implications of a problem to be solved. By doing several stages of analysis to describe the system and implement the accounting module Odoo software in the company. The results ofnthe implementation of an accounting informationlsystemnusing the Odoo software accounting module in the company can facilitate work in the process of recording accrual transactions and making accrual-based financial reports that can be presented more quickly, completely and accurately. This research is expected to be used as knowledge and reference material regarding the implementation of accrual-based financial transaction recording using Odoo software with accounting modules and can be developed and integrated with other modules.Keywords:Accounting Information System, Accrual Basis, software Odoo, Accounting Module
Analisis Debit Maksimum Pada Long Storage Sungai Serua Di Lingkungan Universitas Pembangunan Jaya

Flood disasters are not entirely caused by natural factors but can also be caused by human behavior. So an effort is needed for flood control, one of which is by making a storage pool or by another name is long storage. The storage pool is expected to accommodate runoff discharge and reduce flooding. This flood control effort is also applied to the Serua River in the Development Pembangunan Jaya University. So with the long storage design that stretches across the Serua River, it is hoped that it can temporarily accommodate the flow of flowing water. This study aims to analyze the maximum discharge that occurs in the long storage of the Serua River, especially in the Development Pembangunan Jaya University on the 20 years, 50 years, and 100 years return period by modeling using the HEC-RAS application. The output of the HEC-RAS application shows that the Serua River cross section at the 20-year return period is able to accommodate the planned flood discharge, but at the 50-year and 100-year return periods there is a cross-section that is unable to accommodate the planned flood discharge because the flood elevation is above the embankment elevation, so it can cause flooding.
HYWALL CONTROLING SYSTEM” PENGAPLIKASIAN HYDROGELL KE DINDING PARTISI DENGAN TEKNOLOGI REMOTE CONTROL UNTUK MENGURANGI PENGGUNAAN AIR CONDITIONER PADA RUANGAN KANTOR

Geographically, Indonesia is a tropical country that has an average temperature characteristic of 35 ° C. Climatic conditions often make people feel uneasy because the hot air is felt even inside room so the use of air conditioner is very influential in creating a sense of comfort in the room, especially for work activities. However, the use of air conditioners is considered less friendly to the environment, because freon gas released into the air make thin the layers of earth's atmosphere. In addition to being less friendly to the environment, air conditioners are also less affordable for the community, even in offices with ample space, only one piece is installed which makes it less pronounced. The concept of Hywall Controling System is a technological concept is applied to partition walls with the main ingredient is Hydrogell. Hydrophilic gels or hydrogels are artificial polymers that have a degree of flexibility that is very similar to natural tissue and can absorb and release water 100-200 times its size and contain 90% water content. The hydrogell will be combined with the partition wall in the office room with running water using remote control technology so that the hydrogell will release water vapor which suppresses the condition of the hot air in the room and reduces the use of air conditioner.
PEMBANGKIT LISTRIK TENAGA GEMPA BUMI (PLTGB) : PEMANFAATAN GETARAN GEMPA BUMI SEBAGAI PENGHASIL ENERGI LISTRIK PASCA GEMPA YANG RAMAH LINGKUNGAN

Earthquakes are events that come suddenly. Until now, the occurrence of the earthquake has not yet been predicted. Likewise, the risk posed by earthquakes cannot be predicted, but can be reduced through disaster mitigation. However, mitigation has not been able to solve problems that occur after the earthquake, such as constraints on meeting electrical energy. Indonesia has the potential to utilize earthquake vibrations into electricity, through the Earthquake Power Plant (PLTGB) proposed by the author. One of the techniques that can be used for the process of converting earthquake vibration energy into electrical energy is using piezoelectric materials. Piezoelectric material is a material that has high advantages with a stable energy density and does not require an external power so that its utilization produces large profits. The process of harvesting electrical energy is obtained from applying pressure to the piezoelectric material at a certain frequency, so that the piezoelectric material can function as an electric generator. The type of writing used in this paper is literature review, with secondary data sources obtained from various literatures. Data collection techniques using documentation study. Data analysis used an interactive analysis model, namely data collection, data reduction, data presentation and drawing conclusions. The principle of PLTGB application is carried out in two periods, namely the period during the earthquake and the period outside the earthquake with the aim of storing energy reserves outside the earthquake. The PLTGB construction material is implanted under the highway at 5 meters near the zebra crossing which will be made like a bump, so that during the earthquake period the material will work as in principle. However, outside the earthquake period, when the vehicle stops or runs, it will put mechanical pressure on the piezoelectric which can generate electric current. The material to be used as a piezoelectric in PLTGB is Barium Titanate (BaTiO3). This material is based on normal ferroelectricity which is strong for transducer induction when compared to the magnitude of its polarization, the amount of permittivity, and the amount of stress induction that this material can reach. The first stage of PLTGB implementation is creating a pilot area, the second stage of evaluation, the third stage of promotion, the fourth stage of PLTGB socialization, and the fifth stage of developing PLTGB nationally. For Indonesia, PLTGB has the potential to be applied. It is hoped that the electrical energy produced by PLTGB can be used for post-earthquake activities.
A Deterministic Finite-State Morphological Analyzer for Urdu Nominal System

The morphological analyzer is a computational process that combines lemmas with other linguistic features to produce new lexical word forms. This paper investigates the processing of a nominal system in the Urdu language. It focuses on the inflections of noun forms and studies number, gender, person, and case representations, using a Finite State Machine (FSM) to analyze and create all the possible forms of the standardized registers. The application of the analysis using this tool provides and displays all the possible structures and their declensions. This study adds all the necessary features and values to the lexical concatenating nouns according to their patterns. The accuracy score of the output is 92.7, where the actual output depends on the detailed design of the FSM and the specific morphological processes provided to the finite state tools
CLSAN:category-aware Long-and Short-termAttention Network for SequentialRecommendation

Abstract Sequence recommendation has become a hot research topic due to its practical applications and high precision in obtaining sequence information. However, existing methods often lack consideration for both the global stability and local volatility of user preferences, resulting in decreased learning of the user’s current preferences. Additionally, the accuracy of recommendations is affected by the high sparsity of user check-in data. To address these challenges, we propose a categoryaware user long- and short-term preference recommendation model, CLSAN. Firstly, item category information embedding is introduced in the embedding layer to capture the relevance of item information and effectively alleviate data sparsity. Secondly, to capture the time dependency and user preferences between sessions, the combination of item category embedding and learnable position embedding is fed into the multi-head self-attention module and long- and short-term feature attention layers. Then, the feature attention layer combines this information with user embedding information to generate the user’s final profile. Finally, the generated user preference information is fed into the prediction layer for the recommendation. We evaluate the proposed model on ten real datasets publicly available on Amazon, and the experimental results show that the CLSAN model performs significantly better than existing methods.
Pelatihan dan Pendampingan Optimalisasi Referensi Karya Ilmiah Menggunakan Reference Manager pada Mahasiswa Prodi PGMI FTIK Iain Pekalongan

This PKM activity aims to help students majoring in PGMI IAIN Pekalongan in strengthening the process of writing scientific papers by optimizing the use of Reference Management. This is motivated by a lack of knowledge of writing scientific articles properly and a lack of understanding in using reference management applications. Thus, the solution offered is the provision of material on strategies for writing appropriate scientific articles, and the provision of material on the use of reference management applications with VOS Viewer, Publish or Perish, and Mendeley. The methods used are in the form of lectures, discussions, online practicum, as well as assistance to partners in optimizing the use of reference management. From the results of the activity, it was found that this service activity had an impact on the academic life of PGMI students, especially on the function of determining the initial theme of scientific work and on the management of the references needed. In follow-up efforts, assistance is also provided in several ways, including textually, virtual (online), as well as offline/direct-limited so that the problems encountered can be immediately resolved.
Retraction Note: Hybrid harmony search algorithm for social network contact tracing of COVID-19

[This retracts the article DOI: 10.1007/s00500-021-05948-2.].
0507 A wireless patch-based polysomnography system for conducting in-lab sleep studies

Abstract Introduction Current attended in-lab polysomnographic sleep studies are time-consuming and costly, primarily due to the time required to “hook-up” a patient to multiple electrodes and sensors and meet the quality assurance and safety requirements of an in-lab study. We developed a wireless PSG system (Onera STS - Onera Health, NL) consisting of four disposable patches and reusable pods to record full polysomnography that may reduce hook-up time while preserving standards of an attended polysomnography in the lab. Methods We used the Onera STS system for monitoring EEG, EOG, EMG, forehead reflectance SaO2, ECG, bioimpedance derived respiratory airflow and effort, airflow via nasal cannula, snoring sounds, body position, actigraphy, and leg movements, and accessory online monitoring of finger SaO2, ECG, nasal cannula airflow and video via RemLogic 4.0 or REM logic MPR system for Q/A and safety monitoring. Seventeen subjects (8 male, 9 female, age 18-to-75 yrs, BMI 29.9±6.0 kg/m2) were monitored for the evaluation of sleep apnea. We measured hook-up times and observed oxygen saturation and cardiac rhythm throughout the night. Results Mean hook-up time for the Onera STS was 5:22±1:17 minutes and for the additional on-line sensors (Finger SaO2, ECG and nasal cannula) was 3:15±1:10 minutes, resulting in an average hook-up time of less than 10 minutes. Onera PSG data revealed a mean oxygen desaturation event rate of &amp;gt;3% (ODI3) of 8.8 (SD 18.6) and a mean fall of oxygen saturation (ΔSaO2/event) of 4.4 (SD 1.2). The accessory online SaO2, ECG and video monitoring showed that no subjects demonstrated sustained nocturnal hypoxia, severe cardiac arrhythmia or parasomnia events that would have required interventions. Conclusion The Onera STS system substantially lowers the burden to conduct attended polysomnographic sleep studies. In combination with standard monitoring of SaO2, ECG and video, it meets the safety requirements for attended sleep studies while reducing the overall operational and capital equipment costs. The ease of application together with the reduced hook-up time makes it now possible to implement polysomnographic sleep studies in the hospital setting, particularly in addition to conventional bedside monitoring units such as ICU-, step-down unit- or hospital beds. Support (if any)
0950 Sound-based Sleep Staging at Home Using Smartphone via Deep Learning

Abstract Introduction Daily sleep tracking at home is growing in demand as more and more people are aware of the significance of sleep. The objective of this study is to propose a sound-based sleep staging model based on deep learning that works well in home environments with recorded audio data from general smartphones. Methods Three different audio datasets were used. A labeled hospital dataset (PSG and audio, N=812) and an unlabeled home dataset (audio only, N=829) were used for training. A limited number of labeled sound data from home (PSG and audio, N=45) were used for testing. Our proposed HomeSleepNet has three components: (1) supervised learning using the labeled hospital data that trains the model to make correct predictions in hospital environments; (2) unsupervised domain adaptation (UDA), which used both the labeled hospital data and unlabeled home data, and transferred the sleep staging power from hospital domain to home domain by adversarial training; (3) unsupervised data augmentation for consistency training (UDC), which augmented hospital data by adding home noise and trained the model to make consistent predictions on original and augmented data. After all training, HomeSleepNet is expected to make robust sleep staging despite the home noise presence. Results HomeSleepNet achieved 76.2% accuracy on the sleep staging task in home environments for the 3-stage classification case (Wake, NREM, REM). Specifically, it correctly predicted 63.4% of wake, 83.6% of NREM sleep, and 64.9% of REM sleep. The contributions of UDA and UDC were demonstrated by the following results. The accuracy of the model trained without both was 69.2%. Either addition of UDA or UDC training to the model improved the performance, with increased accuracy of 69.3% for UDA and 73.5% for UDC. As expected, using both UDA and UDC (i.e., HomeSleepNet) achieved the best performance, with a 7% increase in accuracy compared to the model trained without both components. Conclusion To the best of our knowledge, this is the first sound-based sleep staging study conducted in home environments. Moreover, the sounds were recorded by commercial smartphones and not through professional devices. Our proposed model introduced a reliable and convenient method for daily sleep tracking at home. Support (if any)
Berpikir Kreatif Dalam Pengembangan Plug-And-Play Sistem Dan Database Case Study Sensor Suhu DHT11

Creative thinking is an important thing that must be possessed by every individual because it plays an important role in the progress of a country. One aspect of creative thinking is innovation which can combine existing knowledge with experience to create the development of new ideas. The purpose of this study is to implement creative thinking from the aspect of innovation in developing a DHT11 temperature and humidity sensor plug-and-play system with a database and communicative thinking in establishing good communication between devices and humans. The method used in this study was an experiment conducted by taking a sample of 120 data. The results of this study indicate a plug-and-play process developed by a scanning process to find connected PORTs without having to do configuration, showing a comparison of the DHT11 error value with a comparator that reaches 0.628% in temperature values and 0.428% in humidity values. This study also shows 10080 monitoring data for one week's temperature and humidity values obtained from the interface that has been made and the results of the data acquisition will be directly stored in the database which will later be used for further research.
EFEKTIVITAS SISKOHAT PADA PENDAFATARAN DAN PEMBATALAN HAJI DI KANTOR KEMENTERIAN AGAMA KABUPATEN LAMPUNG TIMUR

The purpose of the research was to determine the effectiveness of the Integrated Hajj Information and Computerized System (SISKOHAT) in organizing hajj at the Ministry of Religion, East Lampung Regency, especially in the registration and cancellation of hajj. This research is a descriptive qualitative research. Data collection techniques used are in-depth interviews and documentation. The data analysis carried out by the researcher was carried out in several stages, namely: data reduction, data display and conclusions. The results of the research show that the Integrated Hajj Information and Computerization System (SISKOHAT) used by the PHU section at the Ministry of Religion Office of East Lampung Regency is very effective in improving the performance of Hajj implementation, especially Hajj registration and cancellation. This was tested with SISKOHAT components at the Office of the Ministry of Religion of East Lampung Regency in the form of software and hardware that had good quality. The achievement of SISKOHAT effectiveness can also be tested with indicators that have been met, namely the quality of systems and information, usage, user satisfaction, individual impact and perceived organizational impact.
Implementasi Fuzzy Logic untuk Kontrol Gerak Tari pada Robot Humanoid dengan Menerapkan Sensor Deteksi Warna TCS3200

One of the prominent competitions in the national robot series, the Indonesian dancing Robot Contest (KRSTI), assesses the dependability of various dancing robots by having them perform traditional dances from Indonesia. In this study, the authors use fuzzy logic to control the mobility of the dancing robot by determining whether it poses and dances in accordance with the KRI dance zone based on the input produced by the TCS3200 color sensor. In order to create a robot that may move in accordance with its designated zone, the Mamdani fuzzy approach, which employs the IF-ELSE principle, is used for decision-making.