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SENTIMENT CLASSIFICATION ANALYSIS OF INDONESIAN PEOPLE'S VIEWS REGARDING QATAR 2024 ASIAN CUP ON SOCIAL MEDIA X USING THE NAÏVE BAYES METHOD
Full text linkIn the digital age and technological advancements, social media has become an important platform for users to share their thoughts, opinions, and feelings on a variety of topics, including sporting events such as the Asian Cup. So, it is important to understand the views and opinions of the public by analyzing social media data. This analysis classifies them into three categories: positive, negative, and neutral based on a predetermined class. This data analysis technique uses CRISP-DM, which is an industry-standard data mining process that starts with business insights, data understanding, data preparation, modeling, price evaluation, and implementation. The feature is selected using a ranking technique that extends the query so that all data is collected based on a specific class. The number of features needed to improve accuracy. The next step is to apply the classification algorithm technique, with the Naive Bayes technique. The results of classification using the Naive Bayes method in this study have an accuracy level of 92%. After the validation process using K-Fold cross validation, the accuracy value obtained from Naïve Bayes was 92%. Based on the results of the model classification, neutral sentiment dominated with an accuracy result of 64.1%, for positive sentiment had an accuracy result of 33.6%, and for negative sentiment, the correct result was 2.3%. These accurate results show a lot of data that is neutral at the 2024 Asian Cup in Qatar. This shows the number of tweets expressing a neutral stance towards the host of the 2024 Asian Cup in Qatar. Because of this event the participants were not much harmed by the organizing committee or referees and so on. Then the fans were also enthusiastic about participating in the 2024 Qatar Asian Cup until the end of the event because there was no indication of cheating and harming the visiting team in the event
Detection of Aeromonas Hydrophila Bacterial Disease in Freshwater Fish Using the Convolutional Neural Network Method
Full text linkTraditional diagnosis methods for detecting aeromonas hydrophila disease often require time and effort, and the results are not always consistent. This leads to delays in disease management, resulting in economic losses. In addition, consumption of contaminated fish can also pose health risks to humans, such as gastroenteritis, skin infections, and sepsis. This research aims to develop a diagnosis method for Aeromonas hydrophila disease in freshwater fish using the Convolutional Neural Network (CNN) method. Aeromonas hydrophila disease, which is often caused by poor environmental conditions, has significantly impacted the ecosystem and economy of the fisheries sector in Indonesia, with losses reaching 12 trillion rupiah per year. The study utilises the MobileNetV2 model for classification of three categories of fish images: healthy, infected with aeromonas hydrophila, and other diseases (white spots). The data used consisted of fish images processed with augmentation techniques to increase dataset variation. The model was trained using transfer learning with InceptionV3 architecture, combined with a fully connected layer and softmax activation function for classification. Performance evaluation was conducted using accuracy (80%), precision (86%), recall (80%), F1-score (78%) metrics, as well as confusion matrix analysis. Results showed the model was able to achieve 96.57% accuracy on test data, with stable performance on validation data. The results of this research show the great potential of CNN in detecting fish diseases automatically and efficiently. The research results are expected to contribute to improving the quality of fish farming, food safety, and economic resilience of the fisheries sector
INTRODUCTION TO THE PERIODIC TABLE THROUGH 3D GAME-BASED LEARNING IN CHEMISTRY EDUCATION FOR Pharmacy STUDENTS A Case Study at Darussalam Gontor University (UNIDA Gontor)
Full text linkPharmacy students at Universitas Darussalam Gontor (UNIDA Gontor) study advanced chemistry courses, including organic chemistry, which predominantly involves terminology related to elements from the periodic table. A solid conceptual understanding of the periodic table is essential for these advanced courses. Educational media play a crucial role in the learning process and in enhancing students' interest in studying chemistry. This study aims to develop an interactive and engaging 3D desktop-based learning game focused on Group 1-8A of the periodic table. The game was developed using the System Development Life Cycle (SDLC) methodology, which includes needs analysis, design, coding, testing, and implementation, along with the gamification approach based on the Mechanical, Dynamic, and Aesthetic (MDA) Framework. The game features 3D objects, instructional content, and a quiz section. Functionality testing was conducted using the Black Box method to ensure that all features operate as designed. The expert validation results indicated high-quality outcomes, with a material expert rating of 95.56% and a media expert rating of 85.71%, both of which were classified as excellent. The quiz feature provides feedback in the form of scores, assisting users in assessing students' understanding of the periodic table, with an average of 84.7 with very understood criteria. This game was successfully developed as a learning medium for the periodic table using the First Person Shooter (FPS) genre. Future research could focus on expanding the periodic table content comprehensively and adapting the game for Android or iOS platforms to improve accessibility. This study is expected to serve as a foundation for the development of other innovative learning media in the field of chemistry education
ANALYSIS OF THE OIL AND GAS SAFETY IMPLEMENTATION AT PONOROGO GAS STATIONS
Full text linkGas stations are places that have a high level of fire risk (Major Hazard
Accident), that is, if an accident occurs, it will cause very large losses, both loss of
human life and other material losses. An accident at one of the gas stations has
occurred in Ponorogo Regency, namely the Sinduro gas station on Ahmad Yani
street, Surodikraman village, Ponorogo Regency. The purpose of this study is to
find out the implementation of oil and gas safety at Ponorogo gas stations. This
research is aqualitative descriptive research, through interviews and observations
using a checklist for the implementation of oil and gas safety at Ponorogo gas
stations. This research was carried out in November-December 2024. The total
number of gas stations in Ponorogo is 22 gas stations, in this study there are 4 gas
stations with a division using cluster sampling. The results of the data analysis in
this study for all gas stations in Ponorogo can be categorized as good, but it needs
to be improved at several gas stations related to the company's electrical installation,
the availability of sand tanks and their contents and the use of plastic jerry cans
when filling fuel. The suggestion in this study is to carry out routine control of the
company's facilities and safety systems and eliminate the use of plastic jerry cans
in fuel filling and replace them with metal jerry cans.
Keywords: Gas station, oil and gas, risk, safety implementatio
روتين و تأثير تلاوة سورة الملك على روحانية الطلبة في المدرسة العالية ترينساينس تبوييرينغ جومبانغ (دراسة القرآن الحي)
Full text linkتُواجه مدرسة عالية ترينساينس تِبُويْرِنْج جُمْبَانج تحديات أكاديمية مختلفة، مثل الضغوط الدراسية العالية وضيق الوقت للأنشطة غير الأكاديمية، مما يستدعي الحاجة إلى نهج روحاني لتحقيق التوازن. يُعَدُّ تلاوةُ سورة الملك كل ليلة بعد صلاة العشاء من الروتينات المتَّبعة لتعزيز الروحانية والأخلاق لدى الطلاب. وتُعتَبَر هذه السورة ذات فضلٍ في الحماية وبثِّ الطمأنينة في النفس، مما يجعلها وسيلةً لتنشئة الشخصية. ومع ذلك، لا يزال من الضروري دراسة مدى فعالية هذا الروتين في بناء الأخلاق وزيادة الوعي الروحي لدى الطلاب. من خلال منهج دراسة "القرآن الحي"، تحللُ هذه الدراسة كيفية تنفيذ هذه الممارسة ومدى تأثيرها على الحياة الروحانية لطلاب المدرسة التي تجمع بين العلوم الدينية والحديثة. في المعاهد الإسلامية بإندونيسيا، تُمارَس تقاليد يومية تتضمن أعمالاً محددة يلتزم بها الطلاب بانتظام، ولكل منها أسبابها وأهدافها. في سياق "القرآن الحي"، يشير معنى التقاليد إلى تطبيق تعاليم القرآن الكريم في الحياة اليومية وإحيائها من قبل المجتمع. ومن بين هذه التقاليد، تلاوة سورة الملك بانتظام. والسؤال الذي يطرحه هذا البحث هو: كيف تُمارَس هذه التقاليد؟ وما تأثير تلاوة سورة الملك بانتظام على الطلاب؟
يهدف هذا البحث إلى معرفة كيفية ممارسة تقاليد تلاوة سورة الملك وتأثيرها على طلاب المدرسة الثانوية ترينساينس تبويرينغ بجومبانج. وفي إطار دراسة "القرآن الحي"، يُركَّز على فهم القرآن الكريم ليس فقط كنص مقدس يُتلى ويُحفَظ، بل كتجربة تُعاش في الحياة اليومية.
هذا البحث يُصنَّف ضمن البحوث الميدانية النوعية، حيث اعتمد الباحث على ثلاث أدوات رئيسة لجمع البيانات: الملاحظة، المقابلة، والتوثيق.
تشير نتائج البحث إلى أن تلاوة سورة الملك تُجرى بانتظام بعد صلاة العشاء كل يوم اثنين في ليلة الثلاثاء، بمشاركة جميع طلاب المدرسة الثانوية، تحت إشراف مشرفي السكن وبالتنسيق مع إدارة الطلاب. وقد أثرت هذه التقاليد على الطلاب من عدة نواحٍ، من بينها قدرتهم على حفظ سورة الملك، تحسين سلوكهم تجاه الآخرين، وشعورهم بالراحة النفسية.
وفي الختام، تعترف الباحثة بأن هذا العمل لا يخلو من النقص، فهو مجرد جهد متواضع. ويأمل الباحث أن تُجرى بحوث مستقبلية تتناول الموضوع نفسه بمزيد من الدقة والشمول، سعياً للوصول إلى نتائج أفضل وأكثر كمالاً
IMPLEMENTATION OF PUSH NOTIFICATION REMINDER SYSTEM ON MOBILE-BASED PRAYER COLLECTION
Full text linkPrayer is a means of connecting a Muslim with Allah SWT, has an important role in improving the spiritual and psychological quality of individuals. However, memorizing and remembering various prayers in various situations and times is often a challenge for students who have a daily busyness, which hinders consistency in memorizing prayers. This research aims to develop an Android-based mobile application that helps users, especially students, in memorizing daily prayers consistently. This application is equipped with a push notification feature that allows users to receive prayer reminders at a predetermined time according to their daily needs and activities without having to be connected to the internet. Application development is carried out using the Waterfall model, which includes needs analysis, design, development, testing, and maintenance. To manage prayer data, the app leverages Firebase Firestore technology that provides real-time storage of prayer data and implements Shared Preferences to store user preferences related to prayer scheduling. Application testing is carried out using the Blackbox method to ensure that the functionality of the application runs properly. The test results show that this application received a "very decent" rating with an average test score of 90% for material experts, 81.9% for media experts and 86.66% for user tests. Based on the test results, this study succeeded in developing a mobile application that is beneficial for users in memorizing daily prayers consistently
DEVELOPMENT OF SUPPLIER STOCK MONITORING WEBSITE WITH RECOMMENDATION SYSTEM USING COLLABORATIVE FILTERING METHOD AT UD. PEKANBARU JAYA
Full text linkUD (Trading Business) Pekanbaru Jaya, a goods distribution store, often experiences problems in monitoring supplier stock and ordering goods, resulting in stockouts and operational inefficiencies. This study aims to design and implement an effective and efficient stock monitoring system by utilizing the Collaborative Filtering method. This method was chosen because of its ability to predict goods preferred by users based on the opinions of other users, so that it can provide accurate recommendations even though the content information is limited. This system will also use the Waterfall model in its development, which ensures that each stage of development is carried out in a structured and well-documented manner. The results obtained in this study are the creation of a website-based application to manage supplier stock at UD (Trading Business) Pekanbaru Jaya so that with this application it can help to monitor stock and also with the recommendation system implemented in it can help buyers in choosing goods. This implementation is expected to help UD. Pekanbaru Jaya in managing assets and inventory, ensuring sufficient availability of goods, reducing the risk of stockouts, and optimizing resource utilization. The results of this study indicate that the developed system is able to increase efficiency in managing stock and provide a better shopping experience to customers through online stores
FIQH MU’A>MALAH REVIEW OF FULL MANAGEMENT FRANCHISE BUSINESS COOPERATION AGREEMENT AT SIMPLY HOMY GUEST HOUSE YOGYAKARTA
Full text linkIn Yogyakarta, one of the businesses that uses the concept of franchising and receives awards from MURI is the Simply Homy guest house. Simply Homy has three types of franchise forms; most partners are Full-Management franchise agreements. In the observation results, in the unit management agreement in this Full-Management, the ju’a>lah contract agreement is used, but in its implementation, it uses revenue sharing. In Fiqh Mu’a>malah, the ju’a>lah contract is not a profit-sharing system but provides certain rewards for achieving the results of a job. Meanwhile, the distribution of profits based on the ratio in the franchise business concept is called a musya>rakah contract. This research aims to find the Full-Management cooperation agreement in the Simply Homy guest house Yogyakarta franchise business and review the fiqh mu’a>malah on the cooperation agreement. The research method is field qualitative, which collects data through interviews, observations, and documentation and then analyzes it through inductive methods. The results of this study show are; first that the Full Management agreement has two cooperation agreements, namely brand cooperation and unit management cooperation. Brand cooperation has brand license rental and management standards with a monthly fee. Meanwhile, in the cooperation of unit management, each party contributes, namely from Simply Homy, the workforce in the management and the partner is the house that becomes a business, which shares 50:50 profits with the naming of the ju’a>lah contract agreement. Then, the second is reviewed based on fiqh mu’a>malah; brand cooperation is included in the ija>rah contract scheme and has been following the pillars and conditions of ija>rah. The cooperation of unit management still exists, which is inappropriate in using the name of the ju’a>lah contract, but the implementation uses profit sharing. However, the implementation of cooperation in the management of this unit includes syirkah{ ‘inan, which has been following contribution, harmony, conditions, and how to bear the loss. Based on fiqh mu’a>malah, full management cooperation has two contracts, so hybrid contracts occur, but this multi-contract is allowed in Islam. The suggestion from the researcher to the Simply Homy guest house is to continue to innovate in combining the cooperation system with contracts that follow Sharia
ASSOCIATION PROTEIN INTAKE, COPPER INTAKE, AND SLEEP QUALITY WITH HEMOGLOBIN LEVELS IN HEMODIALYSIS PATIENTS WITH CHRONIC KIDNEY DISEASE AT Ir. SOEKARNO HOSPITAL, SUKOHARJO REGENCY
Full text linkChanged to chronic kidney disease changed to reduced kidney function, and changed to could cause anemia. Hemodialysis changed to was catabolic process in which amino acids are excreted through dialysis and protein synthesis is decreased which can reduce hemoglobin levels. In addition, factors that could affect both high and low hemoglobin levels included macronutrient intake such as protein, micronutrient intake, such as copper, and sleep quality. The purpose of this study was to analyze the association protein intake, copper, and sleep quality with hemoglobin levels in hemodialysis chronic renal disease patients at Ir. Soekarno Hospital, Sukoharjo Regency. This study used a cross-sectional design with purposive sampling technique. The number of samples used was 40 patients undergoing HD twice/week. The instrument used to measure protein and copper intake was the SQ-FFQ (semi-quantitative food frequency questionnaire). Sleep quality was assessed using the Pittsburgh Sleep Quality Index (PSQI) questionnaire. Correlation analysis was conducted using the Pearson test. The showed a significant relationship between protein intake and hemoglobin (p-value = 0.001), sleep quality and Hb (p-value = 0.001) However, there was no significant association copper intake and hemoglobin levels with hemoglobin of (p-value = 0.374). Conclusion there is a significant association protein intake and sleep quality with hemoglobin levels, but there is no association copper intake and hemoglobin levels in hemodialysis chronic kidney disease patients at Ir. Soekarno Hospital, Sukoharjo Regency
THE RELATIONSHIP BETWEEN BLOOD PRESSURE AND JUNK FOOD EATING HABITS AND THE INCIDENCE OF TYPE 2 DIABETES MELLITUS AT THE KEDUNGGALAR HEALTH CENTER
Full text linkDiabetes Mellitus is one of the health problems with increasing prevalence. contributing factors include high pressure and a history of eating junk food. The relationship between blood pressure and type 2 diabetes mellitus (DM) is influenced by the thickening of arterial walls, which narrows the diameter of blood vessels. Additionally, a history of consuming junk food that is high in salt, sugar, and fat can lead to fat accumulation and increased blood sugar levels, ultimately resulting in insulin resistance. This study aims to analyze the relationship between blood pressure and a history of junk food consumption habits in relation to the incidence of type 2 DM at the Kedunggalar Health Center. The research method used is a case-control design. Using purposive sampling, the study sample was calculated with the Lameshow formula, resulting in 50 respondents in each group. The inclusion criteria for the study consisted of patients with type 2 diabetes (DM) for the case group and a non-type 2 DM control group. All participants were treated at the Kedunggalar Health Center, able to communicate effectively both in writing and verbally, and aged between 20 and 59 years. Data analysis was conducted using the chi-square test. The results indicated that 67.7% of the DM group exhibited abnormal blood pressure, while 65% reported a history of poor eating habits involving junk food.The results of the correlation test indicated a significant relationship between blood pressure and type 2 diabetes mellitus (DM), with a p-value of 0.002 and an odds ratio (OR) of 3.622. Additionally, there was a significant association between a history of junk food eating habits and type 2 DM, also with a p-value of 0.002 and an OR of 3.451.In conclusion, there is a significant connection between high blood pressure and a history of junk food consumption with the incidence of type 2 DM at the Kedunggalar Health Center