Reviewerly/exHarmony huggingface dataset:
Pengaruh Performa Quay Container Crane dan Penerapan System Single Cycle dan Dual Cycle Terhadap Bongkar Muat Peti Kemas di KSO Peti Kemas Koja Jakarta

Since 2012 Koja Jakarta Container Terminal has a target of unloading and loading 1 million containers. To get the desired target, KSO Koja Container Terminal immediately took quick steps by upgrading and adding several tools to support performance so that it could be more optimal in carrying out loading and unloading activities such as upgrading several CCs from Post Panamax grade to Super Post Panamax. Along with the many containers that are unloaded or loaded at TPK KOJA, and the market that competes between container terminals with each other. The management of Koja must increase the target size of unloading and loading containers by quay container crane (QCC) or what we often call Box Crane per Hours (BCH), but on the other hand with the demands of TPK KOJA management that unloading and loading 1 million containers, many tools in the field and at the dock are forced to work hours with maintenance that has not been scheduled properly resulting in congestion of loading and unloading equipment. The type of research used in this study is qualitative descriptive analysis, qualitative descriptive research is aimed at describing and describing existing phenomena, both natural and human engineering, which pay more attention to the characteristics, quality, relationships between activities. In addition, descriptive research does not provide treatment, manipulation or alteration of the variables studied, but describes a condition as it is. So the results of the Quay container crane performance research at TPK Koja from the author's observation, in the process of container loading and unloading activities at TPK Koja still found inhibiting factors. The effect of the Dual Cycle Operation system in loading and unloading at TPK KOJA cannot be determined the box crane unit per hour produced, because in this case the management of TPK KOJA is still in the trial stage of the system.
Model of Deep Learning Networks

This section of the book primarily addresses the deep learning model designing and development. Deep learning network is emerging as an another tool set to model given physical process (16,17,18). Observed data of a given physical process is used in design and development of deep learning networks. Probability distribution for a given data set is associated with deep learning networks which represent a given data set. A neural network is used model Boltzmann machine, but training Boltzmann machine is still an open problem. Thus, restricted Boltzmann machine (J. S, Latex document handling, 2018. https://www.overleaf.com/project ) is trending as a way ahead and the same is used in a model neural network, convolutional neural network, etc. The mentioned restricted Boltzmann machine is using Bayes network and data collection is required to support model parameters. Innovation of CNN had resulted in providing a tool set to handle modeling of observed data. Brooks-Iyengar algorithm (J. S, Setting up ai computer (Jetson Nano), 2018. https://github.com/DLinIoTedge/dltrainBook/tree/jk/Tool-Set/jetson/setup ; J. S, IBM watson machine learning: Community edition, 2019. https://github.com/DLinIoTedge/dltrainBook/blob/jk/Tool-Set/Power9cpu/IBM-WML-CE.md ) provides methods and apparatus to solve a special class of Boltzmann machine which is in line with multilayer perceptron (MLP). The design of a deep learning network uses NN, CNN, RNN, etc. to model a network. The development of deep learning networks (N. Kumar, DLtrain source code in C, C $$++$$ , 2018. https://github.com/DLinIoTedge/dltrainBook/tree/jk/DLtrain/Ubuntu/C-ConvNov22 ) requires to train NN, CNN, RNN, etc. by using a data set. Finding a probability distribution for a given data is defined as computability problem in the sense of Kolmogorov computability (J. S, Setting up AI computer (Jetson Nano), 2018. https://github.com/DLinIoTedge/dltrainBook/tree/jk/Tool-Set/jetson/setup ). Back propagation is one class of algorithms that leads to suboptimal deep learning networks. Pre-trained deep learning networks become a starting step to train a network with additional data set. Compression (quantization of bias and weights, pruning) of a trained deep learning network also appears to be critical for successful deployment of a trained deep learning network in a given IoT native device or cloud native system. The abovementioned items are discussed in this chapter, but still there is a scope to enhance with a lot more detail in Kolmogorov complexity and also the use of Pontryagin duality (J. S, IBM Watson machine learning: community edition, 2019. https://github.com/DLinIoTedge/dltrainBook/blob/jk/Tool-Set/Power9cpu/IBM-WML-CE.md ; N. Kumar, DLtrain source code in C, C $$++$$ , 2018. https://github.com/DLinIoTedge/dltrainBook/tree/jk/DLtrain/Ubuntu/C-ConvNov22 ; J. S, Workflow to build DLtrain to perform inference in x86 with ubuntu OS to train deep learning networks, 2018. https://github.com/DLinIoTedge/dltrainBook/tree/jk/DLtrain/Ubuntu/C-ConvNov22/cpuInfer ) to handle Kolmogorov complexity.
Low-Code and Deep Learning Applications

Artificial Intelligence engineering aims to provide a framework of tools to proactively design AI systems to function in environments characterized by computational complexity and ambiguity and uses restricted Boltzmann machine in DL network. The novelty of this book chapter is in providing a comprehensive knowledge in tool sets for deep learning applications, specifically building the virtual environment for various MI platforms. Networks include NN, CNN, DNN, GAN, VAE, LSTM, etc. The book introduces the role of tool sets in AI applications and also discusses custom framework for real-time application deployment. More importantly, sample AI application deployment includes quick-look IBM WATSON, IBM Watson service, and monitor tomato farm and real-time audit of IP networks. Agriworks work flow complexity for diagnosis is used using a smartphone application with a few clicks.
Introduction

The field of machine learning is witnessing an important era as deep learning slowly becomes an important discipline. This book in general presents facets of deep learning networks, design, development, and deployment to represent the abstractions of data to build a computational model. This chapter presents an introduction to deep learning in the context of deep programming with an emphasis on learning algorithms for many real-time applications. More specifically, it provides a clear direction towards an introduction path forward application and the art of science and engineering application programming.
Perawatan Fresh Water Cooler Pada Mesin Induk Type Mitshubishi 4D 30 Fe Kapal Motor Penumpang Trisila Bhakti I

The diesel engine is an internal combustion engine that produces heat energy and motion energy. Overheating the engine can cause damage. To prevent excessive heat in a diesel engine, cooling is needed, the component that acts as a coolant is a fresh water cooler. normal temperature condition of fresh water cooler is 65ᵒC. The purpose of this study was to find out how maintenance actions are carried out on the fresh water cooler of the main driving diesel engine cooling system if overheating occurs. The research method used in this research is descriptive research, namely research that aims to describe and describe the object under study. Observation of temperature on the control panel of the main engine from the observation of temperature control there was an increase in temperature of 85ᵒC and an alarm sounded so that a fresh water cooler was checked and repaired. This is thought to be caused by the presence of dirt and corrosion in the cooling holes. And at that time, the pressure of the sea water cooling pump decreased from 3.0 kg/cm2 to 2.0 kg/cm2. The research results obtained a blockage in the sea water filter section so it needs to be cleaned and checked so that the incident does not happen again. The conclusion of this research is that the fresh water cooler maintenance on the ship has been going well, carried out according to the machine instructions work instructions, according to schedule. The results of the maintenance are that the engine temperature returns as expected.
Students' Perceptions In Using YouTube to Improve Young Learners' Vocabulary Viewed Islamic English Content

The objective of this research is to described the students’ perception in using YouTube to improve young learners’ vocabulary viewed Islamic English content. The sample of this research were fourth- grade students at Islamic elementary school of IQRA 2. In this study, a quantitative approach was used with a descriptive research design. The data were gathered by using a closed-ended questionnaire, the researchers in this study gathered data on what are students what are students’ perception in using YouTube to improve young learners’ vocabulary viewed Islamic English content. Furthermore, the descriptive statistics were used to analyzed the data, and the results were presented and explained in tables. The finding showed the most students strongly agree with the statement, the use of YouTube improved students’ vocabulary viewed Islamic English content. In conclusion, Students given the positive perceptions towards the use of YouTube improved students’ English vocabulary in teaching and learning process.&#x0D; Keywords: Students’ perception, YouTube, Learners’ Vocabulary, Islamic English Content
The Support of History Subject in Improving Reading Literacy among Students at State Senior High School 3 Pematangsiantar

This research discusses the reading literacy mentoring for students at SMA Negeri 3 Pematangsiantar through the history subject. The low interest in reading among students in Indonesia can lead to stagnant educational quality. The mentoring program includes strategies such as integrating reading literacy into history lessons, providing relevant reading materials, using active learning techniques, involving the local community, mentoring students, and utilizing digital technology. Despite challenges such as limited resources and low reading interest, this mentoring program aims to improve students' reading skills and enhance their understanding of history.
PENINGKATAN KEMAMPUAN MENULIS TEKS DESKRIPSI SISWA KELAS VII SMP NEGERI 21 DUMAI DENGAN MODEL PROBLEM BASED LEARNING MELALUI STRATEGI PEMODELAN

This learning practice aims to improve the ability to write descriptive texts for seventh grade students of SMP Negeri 21 Dumai with a Problem Based Learning model through modeling strategies. The subjects of this learning practice are the seventh grade students of SMP Negeri 21 Dumai, totaling 20 students. The results of this learning practice indicate that the application of modeling strategies can improve the ability to write descriptive texts in class VII students of SMP Negeri 21 Dumai both in terms of process and product. Process improvement can be seen in student activities in the learning process. This is indicated by the increase in students' attention to learning, enthusiasm, activity, and a more conducive learning atmosphere in the classroom. Improving process quality has a positive impact on improving product quality. This can be seen in the results of the students' descriptive text writing tests which have increased. It can be concluded that the modeling strategy is one of the writing strategies that can improve the ability to write descriptive text.
PENGGUNAAN METODE PROBLEM BASED LEARNING (PBL) DENGAN STRATEGI (THINK TALK WRITE) UNTUK MENINGKATKAN KEMAMPUAN PENGGUNAAN KALIMAT EFEKTIF PADA TEKS BERITA

Problem Based Learning Learning Model Using Think Talk Write strategy and Power Point Media can be used to improve the ability to use effective sentences in news item text because the model, strategy, and media provide ideas to students to find and start news item text writing activities by paying attention to the use of effective sentences. The improvement of writing activities by paying attention to the use of effective sentences in the news item text can be seen from anthusiasm of the students and the writings they had created.
PENINGKATAN KEMAMPUAN MENULIS TEKS BERITA SISWA KELAS VIII SMP NEGERI 1 BANGUN PURBA DENGAN MODEL PROBLEM BASED LEARNING MELALUI MEDIA GAMBAR

The Problem Based Learning using image can be used to improve the ability to write news text, because these models and media provide ideas for students to find and stort activities to write news teks. New text writing activities in the good practice process carried out by the author have shown an increase in news text writing skillnews text.
DIGITALIZATION OF HIGHER EDUCATION IN REPUBLIC OF NORTH MACEDONIA

As digitization becomes more prevalent in the field of education, it is transforming the way we approach traditional teaching methods and redefining the role of educators. Electronic and online learning resources facilitate educational processes, enable time savings and contribute to the sustainability of knowledge. In this sense, with digitization in education, students are expected to be active participants in the educational process. Depending on the development of technology and technological capabilities, the application of e-learning is being strengthened in all countries worldwide, which means that online teaching is being implemented in the educational system at all levels. To effectively implement digitization in the educational process, it is crucial to develop digital skills among students and educators. These skills include competencies for coding and software creation, as well as the ability to effectively use digital devices, computers and the internet. By acquiring these digital skills, individuals can fully utilize the benefits of digitization in education and contribute to a more efficient and effective learning experience. Recognizing this, the purpose of this paper is to emphasize the importance of digital transformation in education at all levels, with a focus on digital transformation in higher education, as it can enable more efficient use of resources and help the RN Macedonia keep up with technological advancements, ultimately leading to a global competitive advantage. The paper analyzes the process of digital transformation in higher education in Macedonia, highlighting the importance of digital transformation through positive examples from several leading countries in this process. Additionally, the paper addresses concerns that have arisen as a result of the digital transformation of higher education, including digital learning models, digital teaching, and the digital university model and provides suggestions for more effective digital transformation in higher education.
Pengembangan Bahan Ajar Dongeng Berbasis Discovery Learning Pembelajaran Bahasa Indonesia di Kelas V SD Negeri 21 Kaur

The type of research used is research and development or Research and Development (R&amp;D). The development research model used to modify the 4D model (Four D model). Development with the 4D model consists of four stages, namely the define, design, develop, and disseminate stages. There are two types of data obtained from the development of teaching materials, namely qualitative data and quantitative data. The instruments in this study included documentation, interviews, teacher and student response questionnaire validation sheets. There are two types of data obtained from the development of teaching materials, namely qualitative data and quantitative data. The instruments in this study included documentation, interviews, teacher and student response questionnaire validation sheets. The object of this development research is a teaching material product. While the subjects in this study were experts, teachers and elementary school students 21 Kaur. The feasibility of DL-based teaching materials is in the category of quite feasible or valid (moderate) with an average of 54% based on the results of validation by material experts, namely 53%, validation by language experts, namely 55% and validation by presentation experts, namely 54%. User responses regarding DL-based teaching materials based on the results of small group scale tests showed that DL-based teaching materials in Indonesian language learning fairy tale material for class V 21 Kaur elementary school which were developed were in the very good category with a percentage of teacher responses of 95.50% and the results student responses of 98.30%.
Analisis Ciri-Ciri, Makna dan Fungsi Pantun Masyarakat Kaur Provinsi Bengkulu Relevansinya dengan Pembelajaran Pantun di SD

This study aims to analyze the characteristics, meaning and function of the rhymes of the Kaur community in their relevance to learning rhymes in elementary schools. The type of research used is qualitative and the research method used is descriptive. The research subjects consisted of two community leaders and one head of the Kaur customary institution. Data collection techniques used in this study were interviews with informants and documents. The research instrument used was an interview guide sheet. The research results collected 69 poems of the Kaur community which were obtained from informants and documents. Of the 69 rhymes, there are 10 rhymes which mean expressions of advice, 7 rhymes mean expressions of satire, 3 rhymes mean expressions of advice or advice, 9 rhymes mean expressions of happiness and 33 rhymes mean expressions of sadness and 7 rhymes mean expressions of humor. Of the 69 rhymes, there are 11 rhymes that have an educational function, 20 rhymes have a function of affection, 3 rhymes have a function of appreciation or gratitude, 23 rhymes have a function of language intelligence and 12 rhymes have an entertainment function. Based on the 2013 curriculum for class V semester I, there is relevance for learning pantun in elementary schools at KD 3.6 and KD 4.6.
A Systematic Review of the English Situation in the Implementation of the ASEAN Economic Community (AEC)

The implementation of the ASEAN Economic Community (ACE) in the ASEAN countries also has several possible impacts on the increasing use of English in the ASEAN countries especially on teaching and learning English in education system. In addition, to identify the skills to fullfill the requirement to work across ASEAN. There is a need to identify the need for the current study on the situation of English in ASEAN during the AEC implementation with the systematic review analysis. This systematic review was guided by the PRISMA statement (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) in its systematic online database searching involving keyword searching, inclusion, and exclusion criteria. The results show the methods that have been used include qualitative, quantitative amd also mixed methods. In addition, five main themes are identified; English for ASEAN regionalism, English skills for working in ASEAN, English as lingua franca in ASEAN, English in the curriculum, and English in the education system. Based on this analysis the review identified the recommendation for English teaching.
Improving graphic design skills for HR Center for Self-Help Agriculture and Rural Training (P4S) "Sungai Permai" Lambung Bukit sub-district, Pauh District, West Sumatra

In order to increase the promotion of activities and products resulting from the activities of the Self-Help Agriculture and Rural Training Center (P4S) “Sungai Permai” in the Lambung Bukit sub-district, Pauh District, West Sumatra, graphic design training was conducted for one of the members of the farmer group. The training carried out is an introduction and oreration of Corel Draw. The training was carried out for one month involving students from the Department of Food Technology and Agriculture at Andalas University. This training activity can increase the HR capacity of the "Sungai Permai" (P4S) group, which in the future it is hoped that this group will be more independent in terms of developing business and product promotion designs so that they can develop even better.
BEST PRATICE MENINGKATKAN KEMAMPUAN MENULIS TEKS CERPEN SISWA KELAS IX SMP NEGERI 15 TAMBUSAI UTARA DENGAN MODEL PROBLEM BASED LEARNING MELALUI STRATEGI COPY THE MASTER

The Problem Based Learning using Copy the Master strategy through Audio Visual media (short films) can be used to improve the ability to write short stories because these models, strategies, and media provide students with idioms to find and start short story writing activities. The activity of writing short stories in the process of good practice by author has shown an increase in the ability to write short stories. The improvement in the ability to write short stories made by students can be seen from the increase in the enthusiastic learning process and the work in the form of short stories.
PENGGUNAAN MODEL PROBLEM BASED LEARNING (PBL) DENGAN STRATEGI (PICTURE AND PICTURE) UNTUK MENINGKATKAN KEMAMPUAN MENULIS SISWA KELAS VII PADA MATERI TEKS PROSEDUR

This study aims to describe the improvement of procedural text writing in seventh grade students of SMP Negeri 4 Singingi, Singingi District, Kuantan Singingi Regency by using Problem Based Learning (PBL) Model with Picture and Picture Strategy. This research method is classroom action research. The research subjects were VII SMP Negeri 4 Singingi totaling 20 students. This research consists of two cycles. The data collection techniques used were observation, interviews, written test procedure text, and documentation. Data analysis used qualitative and quantitative descriptive analysis techniques. Validity of data with validity (democratic, process, dialogical) and triangulation. The results showed that the use of the Problem Based Learning (PBL) Model with the Picture and Picture Strategy could improve the ability to write procedural texts in terms of processes and outcomes in class VII students of SMP Negeri 4 Singingi. Improving the quality of the process can be seen from the role of teachers and students who have increased significantly in the implementation of learning. This is marked by the emergence of a positive response through the cooperative and enthusiastic attitude shown by students, as well as conducive learning conditions. Process improvements ultimately have a positive impact on increasing yields. The improvement in the results can be seen from the increase in the scores of students' written procedure text from cycle I to cycle II. The average score at the time of pre-action was 68.14, the average in the first cycle was 68.57, and the average in the second cycle was 80.64. The increase in the average score from pre-action to cycle II was 12.05.
PEMBELAJARAN SASTRA YANG MENARIK DAN MENYENANGKAN

The need for learning literature in schools is a must, including in triggering, encouraging and motivating students to love and love learning literature. For this reason, superior literary works need to be introduced to students as a form of motivation for students in improving students' literacy skills. The aim of this research is to describe and apply a new paradigm around student learning in schools. This research uses qualitative method through literature study. The results showed that the new paradigm applied in learning literature in schools was as follows: (1) in learning literature the students looked very happy, happy and impressed pleasant, (2) students had the ability to read literary works such as poetry,short stories, novels, plays and live essays, . The most important aspect that must be studied in learning literature is the character of students, noble values and noble character. Thus, teachers, parents and children must synergize, be creative and innovative in realizing interesting and fun literary learning.