bluuebunny/crossref_metadata_2025_split huggingface dataset:
MR-AT: Map Reduce based Apriori Technique for Sequential Pattern Mining using Big Data in Hadoop
Authors: Sujit R Wakchaure Et. al 
Published: January 2024

One of the most well-known and widely implemented data mining methods is Apriori algorithm which is responsible for mining frequent item sets. The effectiveness of the Apriori algorithm has been improved by a number of algorithms that have been introduced on both parallel and distributed platforms in recent years. They are distinct from one another on account of the method of load balancing, memory system, method of data degradation, and data layout that was utilised in their implementation. The majority of the issues that arise with distributed frameworks are associated with the operating costs of handling distributed systems and the absence of high-level parallel programming languages. In addition, when using grid computing, there is constantly a possibility that a node will fail, which will result in the task being re-executed multiple times. The MapReduce approach that was developed by Google can be used to solve these kinds of issues. MapReduce is a programming model that is applied to large-scale distributed processing of data on large clusters of commodity computers. It is effective, scalable, and easy to use. MapReduce is also utilised in cloud computing. This research paper presents an enhanced version of the Apriori algorithm, which is referred to as Improved Parallel and Distributed Apriori (IPDA). It is based on the scalable environment referred as Hadoop MapReduce, which was used to analyse Big Data. Through the generation of split-frequent data regionally and the early elimination of unusual data, the proposed work has its primary objective to reduce the enormous demands placed on available resources as well as the reduction of the overhead communication that occurs whenever frequent data are retrieved. The paper presents the results of tests, which demonstrate that the IPDA performs better than traditional apriori and parallel and distributed apriori in terms of the amount of time required, the number of rules created, and the various minimum support values.
Youth Empowerment at Mosque Based on Yard Land Utilization to Increase Food Self-Sufficiency and Community Economy
Authors: Sarjiyah Sarjiyah , Istiyanti Eni , Widiyantoro Didik 
Published: January 2024

To support the achievement of the food self-sufficiency program, the community can make productive use of yards and vacant land. Some problems faced by members of the Youth of Labbaik Sonopakis Mosque are the use of yards and vacant land is not optimal, knowledge and insight in using yards are still limited, and skills in cultivating plants and raising fish and livestock are still lacking. Based on an analysis of the needs of the members of the Youth of Labbaik Sonopakis Mosque and the competence of the Proposal Team, several priority issues and solutions are the optimal and productive use of yards and vacant land through the implementation of an integrated farming system, so that food is available for families and communities. Based on the problems faced and the solutions offered, several methods are used, which include counseling, training, and practice, as well as assistance in the management of yards and vacant land in an integrated manner by planting cassava, vegetables, and fruit, raising livestock and fish and monitoring evaluation. The results of the implementation of community service at the Labbaik Mosque Congregation can increase the knowledge, understanding, and skills of participants in productively utilizing yards and vacant land through the application of integrated agriculture by planting various tubers, vegetables, and fruits as well as cultivating fish and native chickens so that can increase the availability and independence of food as well as the economy of families and communities
Improving Understanding of Digital Financial Literacy for Pondok Pesantren Anwar Futuhiyyah Students
Authors: Herlinawati Erica , Aulia Hilmiawan Gigih , Pratiwi Nurna , Subroto Melvin Rahma Sayuga , Handayani Anik Puji , Thoyyiba Muhammad Rizqon 
Published: January 2024

. Pondok Pesantrens have an important role in providing holistic education to students, covering aspects of religion, morals, academics, and daily life. Life balance in Pondok Pesantrens can support community empowerment. Exploring the potential of the pesantren community can be a valuable resource in improving literacy, especially in digital finance. The service carried out at the Pondok Pesantren Anwar Futuhiyyah was in the form of providing material and training on digital financial literacy. This service activity is expected to increase the understanding of digital financial literacy for students as an effort to increase for life skills. The implementation of service is carried out in three stages, namely initial planning, implementation of training and then conducting evaluation and feedback. In the end, it was found that more than 90% of students demonstrate a high level of comprehension when actively engaging in digital financial literacy community service programs.
Empowerment and Increased Understanding Related to Early Detection of Potentially Malignant Oral Mucosal Lesions in Adolescents in Malangan
Authors: Femilian Afryla , Arinawati Dian Yosi , Febria Nyka Dwi 
Published: January 2024

Cancer is one of the health problems in the world. The number of oral cancers continues to increase with mortality reaching half of the total incidence. The number of oral cancers continues to increase with the mortality rate being half of its incidence. The success rate of oral cancer treatment is related to the time the cancer is detected. The earlier the cancer can be recognized, the greater the hope of successful treatment will be. Cancer of the oral cavity is a disease that can be prevented along with increased knowledge about risk factors and signs and symptoms. Adolescence is an age of self-discovery vulnerable to bad habits influenced by association and environment. Bad habits often carried out since adolescence and associated with the incidence of malignant diseases in the future are smoking, drinking alcohol, and lifestyle. The lack of knowledge from the community, especially adolescents about risk factors for malignancy in the oral mucosa, makes public awareness and concern for oral soft tissue health low. It is necessary to formulate a solution to overcome the problems that exist in society, especially adolescents related to oral mucosal disorders that lead to malignancy. Counseling, education, and examination are solutions that can be implemented in the adolescent community to overcome existing problems. Service activities are expected to be a solution and useful for increasing knowledge, understanding, and awareness of oral soft tissue health
Creative Ideas of Sidakan Women Association (PKK) By Returning Used Bottles for Economic Value and Environmental Pollution Reduction
Authors: Widowaty Yeni , Permatasari Ane 
Published: January 2024

Abstract.In line with the increasing population in KulonProgo Regency, the volume of waste generated also continues to increase, which consists of both domestic and non-domestic waste. For the Sidakan Hamlet of Banaran, Galur District, even though it is located in a rural area, garbage has become a problem. For organic waste that comes from households, if it has been collected, it will be stockpiled. However, glass or plastic bottles that are not easily decomposed have accumulated because the waste bank has not been running since the pandemic. Therefore, as a solution, used waste is reprocessed into an item of economic value. What is no less important is reducing environmental pollution. The problem posed is how to manage waste so that it has economic value, is environmentally friendly, and can be reused. The method of implementing community service is carried out in two stages: the first is counseling regarding waste management, and the second stage is assistance in making goods of economic value from glass and plastic waste. The results of the dedication, attended by the administrators of the Dasa Wisma, show that to overcome environmental pollution, waste processing and management are carried out properly, such as making waste bottles, both plastic and glass, into something useful, including flower vases, containers for kitchen spices, and pastries.
Financial Literacy and Inclusion of Indonesian Migrant Workers in Tawau Sabah Malaysia
Authors: Suarni Agusdiwana , Jam’an Andi , Muchran Mucriana , Sakti Muhammad Rizky Prima 
Published: January 2024

Abstract. Household financial planning is the minor line in efforts to improve government programs listed as the Financial Literacy Strategy Plan of the Financial Services Authority (OJK). This service aims to provide education on ideal financial planning to better manage the future and financial sustainability. The activity was held in the households in the Tawau Sabah Malaysia Indonesian Migrant Workers Fiends Community. The target audience was 40 Indonesian women and men consisting of employees, unemployed, and business owners. The service activity method was an excellent financial planning education covering three essential things: saving, investing, and insuring. The method for implementing PKM activities consists of three stages, namely (1) training, (2) assisting, and (3) evaluating. The implementation of activities was carried out offline. The finding of this community service activity is to compile ideal financial planning by doing three things: saving, investing, and insuring. Most of the Indonesian Migrant Workers in Tawau Sabah Malaysia lack literacy and inclusion to use and save their money properly. This program recommends the government come and see more about the financial literacy and inclusions of Indonesian Migrant Workers in Tawau, Sabah. In addition, the bankers may come to give more in-depth explanations and deal with how to open bank accounts as well as to utilize Internet mobile banking.
Women as Agents of Islamic Propagation Through Hadroh Music In Padukuhan Beton Tirtonirmolo Bantul
Authors: Herningtyas Ratih , Nurdiyanto Talqis 
Published: January 2024

Abstract. Women as citizens have the same rights and obligations as men, but in various fields such as social, economic education and even in religious propagation, women still do not get the same opportunities and opportunities as men. One of the reasons is that women have not realized their potential and the ability to process the potential that exists in themselves. Women's empowerment is an important strategy in increasing the role of women in increasing their potential to be more independent and creative. Empowered women are women who can identify their potential, actualize it, and be useful for society. One strategy to increase awareness of women's potential and abilities is through hadroh music. Da'wah can be presented as an interesting, entertaining presentation as well as a means of spreading Islam. PKK and dasa wisma women who have the skills to play hadroh musical instruments, in addition to becoming more empowered, also play hadroh music can be a medium for Islamic preaching while positioning PKK / Dasawisma women as agents of Islamic propagation.
Oral Bad Habit Education in ABA Pasekan Kindergarten Students
Authors: Wardana Puspitarini Nindya , Heningtyas Afina Hasnasari , Maharani Adella Syvia 
Published: January 2024

A high prevalence of bad oral habits occurs in preschool children aged three to five years in Indonesia. The age under six is the golden age to pay attention to children's health, including oral health. Bad habit oral causes dentofacial abnormalities, dental teeth, psychological disorders, and even affects the growth and development of children. This activity aims to increase the understanding of TK ABA Pasekan students (ABA Kindergarten of Pasekan) about oral health and the consequences of bad oral habits. This activity is an effort to sensitize children to avoid bad habits and have good and correct brushing habits. Educational materials are delivered through counselling using audiovisuals that interest children, followed by questions and answers. Supporting tools used are an in-focus projector, screen, and educational posters. Demonstration sessions by extension workers were followed by students' direct practice of brushing their teeth correctly and adequately. All students of TK ABA Pasekan enthusiastically followed the series of community service activities. Pos-ttest results showed that 100% of TK ABA Pasekan students understood the bad oral habits that children should avoid.
Increasing Awareness Of Sustainable Oral Health In The Elderly With The Peer Group Methods At Klinic Pratama 'Aisyiyah Moyudan Sleman Yogyakarta 2023
Authors: Utami Sri , Astuti Novitasari Ratna , Puspita Rini Maya 
Published: January 2024

Introduction - The link between disease and age is extremely complicated. Age explains more variation in disease incidence than any other known factor, including oral diseases. Periodontal infections and dental caries are the most frequent human diseases and the leading causes of tooth loss. Both disorders can impair nutrition and have a detrimental impact on self-esteem and quality of life. The aim of this study is to maximize self-efficacy and health literacy through health empowerment, elderly adults with Diabetes Mellitus (DM), hypertension, or other systemic disorders require dental health promotion by creating dental and oral health cadres, the goal is to raise elderly's awareness of dental and oral health through peer groups.
Method - Forming and educating cadres in oral health was one of the tasks done. Two men and two women who were patients at the Klinic Pratama ‘Aisyiyah Moyudan Sleman Yogyakarta Indonesia and also members of chronic disease management Program (PROLANIS), were chosen as cadres. The cadres were given tooth brushing aids and dental and oral health posters, which were then used to train 30 elderly participants on how to brush their teeth properly and correctly. The training participants worked on pre-test and post-test questions before and after the training.
Result – Oral health cadres have been selected and trained to provide education to fellow elderly and participants. The education conducted by the cadres for 30 other participants generated very good results, where the average post-test score experienced a high increase (90) compared to the pre-test average score (60). In the second and third month after the program's execution, cadres' activities were independently monitored. Dental and oral health cadres could teach the people how to brush their teeth effectively.
Implications – Promotive and preventive efforts carried out by cadres who were fellow elders employing peer group methods get excellent results, whereas education carried out from and by the internal community was more targeted and achieved excellent results.
Nutrition, Dental, and Oral Health Education for Aisyiah Pakualaman Yogyakarta Cadres
Authors: Andriani Ika , Medawati Ana , Rahmawati Atiek Driana , Mahanani Erlina Sih , Lestari Citra , Putri Asyifa Aulia 
Published: January 2024

Increasing knowledge regarding nutrition, and dental and oral health is an effort for every human being in order to achieve a better quality of life. This community service program was carried out in order to improve the understanding of the oral health of the Aisyah cadre woman group in Pakualaman, Yogyakarta. Maintaining health during the post-Covid-19 pandemic requires improvements in nutrition and oral health. The women of Aisyah cadres in Pakualaman, Yogyakarta City, were on average elderly, but they still required health counseling to remain productive with their activities. Gingivitis can affect anyone regardless of age. Brushing teeth properly is one way to prevent it.
The methods of this program were counseling and education on nutrition and dental health, as well as demonstrating how to brush teeth properly. Community service activities were carried out in Pakualaman, Yogyakarta, attended by 35 Aisyiah Pakualaman cadres on March 18, 2023 with nutritionists and dentists from Muhammadiyah University of Yogyakarta as the sources. Evaluation of activities with a pretest and posttest about counseling material was conducted. It is hoped that this activity will serve as a catalyst for similar activities in the surrounding community to strengthen healthy behavior by raising awareness of the importance of nutrition and oral health knowledge. The outcome showed that the Aisyah cadre women had gained a good understanding of knowledge and education concerning nutrition, and dental and oral health
Empowering Cadres to Prevent Stunting
Authors: Sundari Sri , Hibatulloh Muhammad Bayyin Nuha , Isnatin Isnatin , Miladiah Miladiah 
Published: January 2024

The Province of the Special Region of Yogyakarta has a low stunting rate of 19.8%, however, Bantul Regency has a higher prevalence of stunting than the world's stunting prevalence of 22.9%. Factors causing stunting nutritional problems include direct and indirect factors. Direct factors include infectious diseases and food intake, while indirect factors include food supplies at home and parenting. The prevalence of stunting under five in Timbulharjo Village, one of the villages in Bantul Regency, is 9.48% of a total of 1371 toddlers. Meanwhile, the prevalence of stunting under five aged 24-59 months is 10.13% of 829 and the prevalence of stunting under two years is 8.49 % of 542 children in 2019. Therefore, various efforts have been made by the Ministry of Health, but until now the stunting rate is still high. There needs to be cooperation from various sectors in handling stunting. Besides that, it is also necessary to have the participation of the community and cadres as the front guard. A lecture method related to stunting prevention from adolescence, pregnancy, and after birth was used in this activity. There was a pre-test and a post-test. The pre-test and post-test results showed an increase in the knowledge of cadres and mothers of toddlers regarding stunting prevention. Statistically, this difference is very significant (p<0.05). This increase in knowledge must be carried out continuously to increase the knowledge of the cadres so that they can disseminate it to the people in their environment.
Pepper Powder as Product Diversification for Micro Business of Farmers in Manggungsari, Sleman, DIY
Authors: Azmawati Dian , Wonoadi Grace Lestariana 
Published: January 2024

Abstract. Manggungsari is a beautiful village located around 4,6 km from the peak of Merapi Mountain. This village is part of Wonokerto, sub-district Turi, Sleman, Special Province of Yogyakarta. It has 4 Rukun Tetangga, 22 km from the city of Yogyakarta. The majority of Manggungsari people are farmers. They plant Salak (snake fruit) and pepper. Farmers in Manggungsari experience difficulties in selling and developing their main product, the snake fruits. To improve their agricultural productivity, they also plant pepper. The challenge with pepper is that its freshness doesn’t last long. Our team believe that processing pepper into powdered pepper will be beneficial for the farmers as one alternative solution. What we conducted during the study were finding the needs of the farmers, sharing knowledge for the alternative solution, and practising. The new knowledge and skills they develop during community service hopefully will be one solution to improve the farmers' agricultural product diversification.
Organic Waste Management Through Stacked Buckets, Kitchen Waste (Losida) And Training In Organic Waste Crafts Based on Creation Economy Creative For Family Economy Improvement
Authors: Susilawati Desi , Wulaningum Puspita Dewi , Putri Arie Rachma , Ningsih Ervina Ratna 
Published: January 2024

Everyone, every day, must produce a certain amount of waste, both organic and inorganic. Most of us only care until the "garbage goes out of the house", but less care about how it ends up in the final waste dump. The increase in public consumption is not in line with the optimal waste management capacity either of the government or the community itself. Waste management that is less than optimal will result in environmental pollution and poor public health. Therefore, strategic efforts are needed to empower sustainable waste management to reduce the volume of waste with awareness of applying the 5M concept, namely reducing, sorting, utilizing, recycling, and saving waste; increasing the role of the waste bank; and focusing on the nature of self-reliance.
The target of this community service is one of the community organizations in the Bumijo village precisely in RW 08 RT 35 Bumijo Kulon. Namely, Bank Sampah Berseri 35. The problems faced by partners are that the volume of waste continues to increase and the limited provision of land for final disposal and not optimal waste management are not new problems in Indonesia. The production of household waste in the form of organic and inorganic waste is increasing every day; this condition is increasingly worrying if it is not resolved.
This service activity aims to strengthen household waste management institutions in the community as well as increase awareness of reducing the volume of waste generated every day and how to manage organic waste through LOSIDA and STACKED BUCKETS activities and making hand waste craft based on creation economic to manage an organic waste, so green environment can be created.
The output of this activity is that members of the Berseri Waste Bank and society have an understanding regarding the manufacture of LOSIDA and stacked buckets independently so that organic waste management is more optimal. Every home on RT 35, RW 08, and Bumijo Kulon has LOSIDA and stuck bucket in yard and its used as organic liquid fertilizer
Evaluation of the Success of Dental Health Counseling for Students of Elementary School No. 44 Sungai Lareh Lubuk Minturun
Authors: Octavia Alfini , Arma Utmi , Pasril Yusrini , Rovi Fineza 
Published: January 2024

Introduction. The World Health Organization (2014) states that globally, there are 2 billion individuals suffering from caries in permanent teeth and 514 million children suffering from caries in primary teeth. Basic Health Research (2018) states that the prevalence of caries in Indonesia is more than 80%. Furthermore, the initial examination of the state of dental health in students of SDN No.44 Lubuk Minturun showed unsatisfactory numbers, so it is necessary to make preventive efforts from an early age to improve the dental health status of the students. Objective. The purpose of this paper is to determine changes in knowledge, attitudes, and behavior to maintain oral hygiene after dental health counseling for elementary school students 44 in Lubuk Minturun, West Sumatra. Methods. Data from 105 students regarding knowledge, attitudes, and behavior of maintaining dental health before and after counseling were obtained from questionnaires filled out by students. The sampling technique of this study was total sampling, while the inclusion criteria of the subjects were students aged 9-12 years, filling out the questionnaire completely and being cooperative. The descriptive-analytic study was conducted with the Wilcoxon sign rank. Results. There was a significant difference in the change of knowledge, attitude, and behavior in children of SDN 44 Lubuk Minturun (p<0.005) with the Wilcoxon test. Conclusion. Promotive activities of dental health counseling can improve knowledge, attitudes, and behavior in maintaining dental health