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Proses  menua  menimbulkan  permasalahan  baik  secara  fisik,  biologis, mental maupun sosial ekonomi. Lansia merasa terbatas aktivitasnya, sering sakit, lingkungan kurang bersahabat, dan tidak percaya diri dengan penampilan fisiknya dan ini menjadi tanda rendahnya kualitas hidup lanjut usia karena mereka tidak menikmati masa tuanya.  Hasil  survey menggunakan  Mini  Mental  Status  Exam (MMSE)  diperoleh  data  bahwa  lansia  sebanyak  45  orang  yang  terdaftar  di Posyandu Setya Manunggal III Dusun Lempuyangan Bulan Januari 2020 menunjukkan yang mengalami penurunan kognitif sedang sebanyak 13 orang, penurunan kognitif berat sebanyak 5 orang. Hasil wawancara dengan kader lansia didapatkan data yang banyak mengalami pikun dikarenakan lansia hanya di rumah tanpa  adanya  aktivitas  lain  karena  adanya  keterbatasan  mobilitas  fisik.  Kader sendiri  oleh  penanggunggjawab  BKL  (Bina  Keluarga  Lansia)  dari  kecamatan Bergas sudah diarahkan untuk memberikan edukasi kepada lansia dan keluarga, baik itu bisa berupa permainan ataupun memberikan pelatihan kerajinan tangan, namun karena keterbatasan informasi, minimnya dana operasional, dan kurangnya kemampuan kader menjadikan program tersebut hanya wacana. Analisis fenomena tersebut menjadi latar belakang tim pengabdian masyarakat Akper Kesdam IV/Diponegoro bekerjasama dengan Puskesmas Bergas untuk melaksanakan kegiatan bertema, “ Penerapan Brain Gym, Puzzle Therapy, dan Handycraft Training  sebagai  Upaya  Meningkatkan  Kualitas  Hidup  Lansia  Dusun Lempuyangan, Gebugan, Kab.Semarang”.    

In their life, the people of Siwal Village cannot be separated from the use of oil. Moreover, the majority of Siwal Village residents work as food or fried food sellers on the roadside. Repeated use of cooking oil can have harmful effects on health. In addition, used cooking oil that can no longer be used is usually dumped in careless places and causes environmental pollution. Another problem in Siwal Village is the lack of skills of children due to the influence of gadgets. With these things in mind, training on how to process used cooking oil into an alternative material for making used used wax is one of the right solutions. Activities consist of a location survey, implementation, results and discussion. Implementation includes; 1) preparation 2) counseling 3) training 4) mentoring 5) evaluation 6) advanced stage training. All activities carried out online are able to improve children's skills and reduce environmental pollution due to used waste. Keywords: oil, used cooking, wax

The problems experienced by young women in facing online learning adjustments during the Covid-19 pandemic at the Aisyah Kadipiro orphanage have the potential for stress for adolescents. The existence of a source of stress or stressors that trigger stress needs to be minimized with good stress management skills. Stress management skills need to be possessed and developed so that adolescents will be more skilled in implementing appropriate coping strategies. The target of the community service program that will be carried out is the Aisyiah Kadipiro orphanage. The phenomenon of stress caused by new adjustments to learning online during the Covid-19 pandemic makes teenagers feel stressed in learning. A solution that can be used to teach adolescents about stress management is through online stress management training. In this training, you will be taught about problem-solving when facing stressful situations and doing relaxation. The expected result of this community service activity is that teenagers in the orphanage can apply and practice coping strategies to manage stress during the Covid-19 pandemic.

AbstractCikiwul is a village located in Bantargebang district. Where the Bantargebang location is a final waste collection site which is the main disposal site for around 6,500 tons of waste per day from all over Jakarta. Plastic bag waste is a serious enemy for environmental sustainability. The difficulty in breaking down makes plastic waste need proper handling so that it does not accumulate. One way is to do an ecobrick. Ecobrik is a plastic waste management method that is very easy for everyone to do and has a very high impact on environmental conservation. We do community service by disseminating the benefits of ecobricks, as well as providing training on how to do ecobricks together with Cikiwul residents. Training using the zoom platform, adapting to current conditions, activities are carried out by discussing and providing training videos on how to make ecobricks. It is hoped that this activity can reduce plastic waste, which its usefulness can be maximized into new objects that have useful values.AbstrakCikiwul merupakan salah satu kelurahan yang berada pada kecamatan Bantargebang. Di mana lokasi Bantargebang merupakan tempat penampungan sampah akhir yang menjadi tempat utama pembuangan sekitar 6.500 ton sampah per hari dari seluruh wilayah Jakarta. Sampah kantong plastik menjadi musuh serius bagi kelestarian lingkungan hidup. Kesulitan dalam terurai, menjadikan sampah plastik perlu penanganan yang tepat agar tidak semakin menumpuk. Salah satu caranya adalah dengan melakukan ecobrick. Ecobrik merupakan metode pengelolaan sampah plastik yang sangat mudah dilakukan setiap orang dan sangat tinggi pengaruhnya bagi pelestarian lingkungan. Pengabdian masyarakat yang kami lakukan dengan mensosialisasikan manfaat ecobrick, serta memberi pelatihan cara melakukan ecobrick bersama dengan warga Cikiwul. Pelatihan menggunakan platform zoom, menyesuaikan dengan keadaan saat ini, kegiatan dilakukan dengan berdiskusi dan memberikan video pelatihan cara pembuatan ecobrick. Diharapkan dengan adanya kegiatan ini, dapat mengurangi sampah plastik, yang dimaksimalkan kegunaannya menjadi benda baru yang memiliki nilai guna.Â

The application of technology in public services has become an indispensable obligation, even for the Village Government of Tidu in Pohjentrek Subdistrict, Pasuruan Regency. Manual approaches in public services are vulnerable to serious problems, such as the risk of losing important documents and the lack of structured recording of documents issued by the Village Government of Tidu. In response to this challenge, a community service effort was undertaken to support the Government and the community of Tidu Village in utilizing the Tidu Village Information Website. The mentoring and training sessions conducted successfully demonstrated that the implementation of the service system by the Village Government of Tidu is much more productive, with time savings and a transition from manual data management to digital format through the village information system.

The purpose of the research was to find out the level of the students' problem solving skills on environmental material at X class of MAN Bintan. The researcher applied descriptive quantitative approach as method for analyzing the data. Sampling in this study using Total Sampling technique with the sampel consisted of 59 students. This instrument is used to collect students' problem solving skills through six aspects to Chang & Kelly with 6 items essay and feature interviews. The data were analyzed with statistical rule in percentage. Based on the results of data analyze shows that a 77% rate highly classified. The researcher concluded that student at X class MAN Bintan has good problem solving skills. However, it still needs training and guidance to develop problem solving skills.

Virtual teachers are devices or agents with the function of replacing the role of humans (teachers) with their teaching skills. The virtual teacher also has a function as task facilitator and is presented during training, especially when the teacher is actually not present. The virtual teacher's objectivity is carried out by explaining the subject matter in a virtual environment, for example, virtual independent learning. In the western world, virtual schools are quite widely applied, especially to students who are homeschooling. In a virtual school, all materials, assignments and grades are accessed via the internet. The virtual teacher concept refers to a device that provides guidance and practice. Teachers who are equipped with interactive agent functions that can provide direction and feedback in order to improve student abilities. By utilizing natural language processing (NLP) and pattern matching to help students learn alone without being accompanied by a teacher. NLP is used as a learning tool as outlined in the text of the sentence as part of the learning material which is done virtually. Meanwhile, pattern matching is used to group the questions asked so that the computer can gain an understanding of the questions posed by students. This grouping aims to solve problems with different word order which basically have different meanings. The teacher has the facility to make material, make questions, and answer student questions. A teacher can add knowledge about the database to enrich the source of knowledge for students.

The recruitment of new mechanics at Mataram Sakti is no longer through the training process at the head office, but new mechanics are placed at the dealership accompanied by the chief mechanic as a supervisor, with the aim of providing training to new mechanics in order to be able to service or periodically repair Yamaha products especially the latest motorbikes namely Yamaha NMAX, because of the flurry sometimes the mechanical head is not in place so that when the mechanic is experiencing problems it cannot directly ask the mechanical head causing the handling of repairs to be less effective and efficient. One way to overcome this is to create a web-based expert system application with a forward chaining method so that the chief mechanic can transfer the knowledge he has into the computer. Forward chaining method is a search technique that starts with known facts and then matches these facts with the IF part of the IF-Then rules, so that conclusions can be drawn. This expert system was built using supporting software including, Macromedia Dreamweaver MX, PHP script language, MySQL database and WAMP server. The expert system for diagnosing damage to Yamaha NMAX motorcycles using the forward chaining method can be used as a new mechanical learning media in diagnosing damage to NMAX motorcycles and as a means of chief mechanics transferring their knowledge. 

This community service was conducted for Karang Taruna, a youth organnization, at Perum Graha Kencana RT 01 RW 27 Kadipiro Surakarta. The focus was a training of using Rosetta Stone and Google Translation to improve English skills. The materials were delivered using three phases namely presentation, practise, and production. The training was beneficial for the participants specifically to improve their listening, speaking, reading, and writing skills as well as translation. Having adequate understanding of using Rosetta Stone and Google Translation, the participants were able to develop their English especially when completing school assignments.Keywords: Rosetta Stone, Google TranslationÂ

Classification is one of the most widely used techniques in machine learning. Text classification is the process of classifying data according to pre-determined groups or classes. Where in most cases, text classification uses labeled training data to obtain the rules used to classify test data into predefined groups. In this study, it is proposed to use CountVectorizer for Indonesian text classification which will be compared with TF-IDF Term Weighting and its three feature levels, namely Character Level, Word Level and N-gram Level as feature extraction which is implemented together with Naive Bayes classification and the BPPPTIndToEngCorpusHalfM dataset. To compare the classification performance, this study uses 10-Fold Cross Validation and Split Data using a ratio of 90:10, while to evaluate the accuracy of the authors using the F1-Score and AUC with the hope that this study will get good accuracy results so that it can be used as a reference to be developed using another method. The F1-Score accuracy obtained in this study was 0.93 and the AUC score was 0.95.

Chronic kidney failure is the failure of kidney function in maintaining metabolism and fluid and electrolyte balance in the body. Chronic kidney disease initially does not show significant symptoms and signs but can develop rapidly into kidney failure. Kidney disease can be prevented and treated if known earlier. One way to find out chronic kidney failure is to detect using data mining. Iterative Dichotomiser 3 (ID3) algorithm is one of the classification methods and is a type of method that can map or separate two or more different classes. Based on the measurement of performance classification of 80% of training data from 400 data used, it shows that the accuracy value reached 96.25%. It can be concluded that the ID3 Algorithm method is feasible to be used in research predictions for chronic kidney failure.

Accounting information has an important role in achieving business success, including for small businesses. Accounting is one way to produce financial information that can be used by management as a basis for making strategic decisions. Reports produced include balance sheets, profit/loss reports, changes reports and cash flow reports. All of these reports can be used by information users. For small business actors in villages, it is minimal to have accounting records, most of them make business decisions based on experience alone. Small business development is needed to make it strong, both related to development both external to the company and in managing the company's internal. If from an internal perspective, the management of small businesses still considers that the accounting process is still not very important to implement. Empowerment of business management management is very necessary. Good financial reports can provide useful financial information for making strategic business decisions. This community service is expected to increase the ability of business actors in the villages of Bancak District, Semarang Regency so that they can provide information on the financial condition of businesses that are being run for each reporting period. The community service team of ITB Semarang Accounting Study Program lecturers conducted community outreach activities in the form of simple lectures and training. The results of this community service were well received by participants in the Financial Accounting socialization and training for business actors in Bancak District, Semarang Regency.

AbstractPartners in the Community Partnership Program activities are Pande Besi PRASOJO located in Nangsri Kidul RT 2 / IV Nangsri Kebakkramat Karanganyar and Pande Besi MANDIRI located at  Dondong RT 2/IX Klumprit Mojolaban Sukoharjo. The two partners are traditional blacksmiths. The problems faced by the two partners are relatively the same, namely: 1) traditional / conventional production processes; 2) do not apply the principles of Occupational Health & Safety. Solutions that will be carried out from this activity are: 1) production of blower and grinding tools; 2) the use of personal protective equipment (PPE). The method that will be carried out to realize the objectives of the PKM implementation program is through: 1) Procurement of electric blowers and grinders for both partners; 2) Increased knowledge and training in the use of personal protective equipment (PPE). In this method both partner SMEs are involved in each activity starting from problem identification, action analysis, action planning and implementation of activities. Through this method, the identified problems and actions to be taken are bottom up proposals. So that every action that will be carried out is right on target and is able to realize the objectives to be achieved maximally. The results of the Community Partnership Program activities were Pande Besi PRASOJO and Pande Besi MANDIRI succeeded in increasing the quantity and quality of products through the procurement of blower and grinding tools. Both partners have also implemented occupational health and safety principles through increased knowledge and use of PPE.

In village development, the availability of accurate village profile data has an impact on its consistency policy direction.  However, there are some problems that are encountered to be able to update it including the quality of human resources, finance and infrastructure. Therefore, Community Service Program (PKM) activity is intended to provide knowledge about the importance of updating data in planning village development and helping the government update profile data and potential of their villages. The method used is training in updating basic data based on family data which is carried out by providing material and its implementation in the field. Community Service Program can be carried out according to the planned schedule, especially in the provision of training materials. Meanwhile, implementation of material in the training could not be carried out because it was constrained because lack of information technology. However, in general the Community Service Program in Neglasari Village was going well, marked by an increasing participant knowledge and an acceleration of online data updating assisted by students who were doing Community Service Program. Indirectly, this achievement at the same time show that the obstacles faced by Neglasari Village were not only on its human resources but rather on aspects of financial support and infrastructure. The actual presence from the government is needed to support the updating of the profile and potential data of this village because it is not only the village institution that requires it, but rather the central and regional governments.

The digital age encourages the flow of information to move quickly and shift the pattern of international relations. This has influenced the development of the total diplomacy scheme in supporting the achievement of Indonesia's diplomacy goals. In this program, we take international relations students of Slamet Riyadi University as activity partners.International Relations students should be able to engage in total diplomacy positively. They will be provided with digital intelligence according to the positive character of the nation is needed, so that they are able to contribute in growing Indonesia's positive image in the international eyes. This community service program would like to support Indonesia's efforts to collaborate digital media in a total diplomacy scheme with student youth agents, through "Strengthening Youth Digital Intelligence as a Form of Its Contribution to Indonesian Total Diplomacy." They were given socialization, training and assistance in creating content related to diplomacy. The series of activities lasted for six months, starting from the exploration to the distribution of video content made by them which was adjusted to the Indonesian diplomacy mission. Keyword : digital intelligence, Indonesia, total diplomacy, youth

UKM Batik Anisa encounters several problems including limited creativity and innovation to create new designs and iconic motifs that can represent regional characteristics, limited variations in batik color, limited market network, marketing strategies, and promotional media for batik products, limited knowledge about tourism and the important role of souvenir, and limited tools and materials that are relevant for initiating the development of new batik motif called pithecanthropus erectus (PE). This is innovative motif that has the potential to become iconic batik product of Ngawi. This activity aims to overcome problem faced by UKM Batik Anisa. Methods include counseling, discussing, training, and assisting. Results of the activity include innovations of new batik design and motifs (pithecanthropus erectus), variation of batik color through diverse combination of color, website to expand market networks, knowledge improvement concerning tourism and opportunities to create iconic souvenirs, and new tools to increase productivity of UKM Batik Anisa. Keywords: batik; design; iconic; pithecanthropus erectus.

Community service activities for Muhammadiyah Elementary School Teachers in Polokarto Subdistrict, Sukoharjo Regency have been carried out. The background of this activity is the information obtained that the teachers in the school still use books and blackboards especially for subjects related to Science so that students become less creative and innovative thinking. activities carried out in the form of ongoing activities, namely training in the use of props style, motion and energy as many as 10 kits, presentation of the results of the practice of using props and the process of dissemination to students. The results obtained that all participants in understanding the teaching aids that have been trained, seen from the activeness of the participants, the ability of participants in the presentation and the results of dissemination to students in their respective schools