Implementasi Model Support Vector Machine Dalam Analisa Sentimen Masyarakat Mengenai Kebijakan Penerapan Aplikasi Mypertamina
(Salsabila Dwi Fitri, Dewi Lestari, Rizqa Raaiqa Bintana, Reni Aryani, Mohamad Ilhami, Yolla Noverina)
DOI : 10.62951/bridge.v2i3.180
- Volume: 2,
Issue: 2,
Sitasi : 0 13-Aug-2024
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Abstrak:
The policy for using the MyPertamina application issued does not rule out the possibility of differences of opinion due to changes in the policy. There are many positive, neutral, and negative responses to the MyPertamina application implementation policy. To see the public's reaction to the MyPertamina application implementation policy, it can be seen through various media, including social media. Twitter is a social network that is widely used by people in Indonesia. The number of Twitter users in Indonesia reached 18.45 million in 2022, making Indonesia the fifth largest Twitter user country in the world. Researchers conducted a sentiment analysis of the search results for tweets containing the keyword "MyPertamina" using the support vector machine algorithm. 382 tweet data were obtained and classified using the support vector machine algorithm. Support vector machine is a supervised learning algorithm for data classification. SVM is very fast and effective in solving text data problems. Text data is suitable for classification with the SVM algorithm because the basic nature of text tends to be high-dimensional. Of the 382 data analyzed, the support vector machine classification using the RBF kernel with parameter C=2 gave the highest accuracy value of 80.51%, precision value of 81%, recall value of 81%, and F1 score value of 80%.
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2024 |
Olahan Pangan Sehat dari Ikan Gabus Giling dengan Ekstraksi Daun Kelor (Pempek Kelor) di Lorong Oxindo Kelurahan 1 Ulu Palembang
(Sherly Desliyanah, Icuk M Sakir, Diah Putri Islamy, Julia Tessa, Aryani Ningsih, Rahmalia Afriyani)
DOI : 10.58192/sejahtera.v3i4.2448
- Volume: 3,
Issue: 4,
Sitasi : 0 12-Aug-2024
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| Last.07-Jul-2025
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Snakehead fish or Ophiocephallus striatus provides many benefits to the human body. Especially for children, pregnant women, and diabetics. There are many preparations that can be made using Snakehead Fish, one of which is Pempek. Pempek which is a typical food from the city of Palembang, in addition to containing a lot of protein and carbohydrates. It turns out that it can be a healthier processed food by mixing moringa leaf extract in it. Moringa or Moringa eleifera in addition to having low calories, moringa leaves also contain iron, magnesium, phosphorus, calcium, potassium, and zinc. Because of the efficacy of moringa leaves, the WHO even dubbed it as the Miracle Tree. The purpose of this community service activity is to inform and provide assistance to the people of Village 1 Ulu Lorong Oxindo on how to make healthy food from ground snakehead fish with moringa leaf extract. In this service, using the counseling method by providing material on the introduction of moringa products and their nutritional value, as well as direct training in making moringa pempek. It is hoped that the results of the activities will help develop attractive and sustainable tourism products, encourage local economic growth, and showcase healthy culinary innovations as part of the Palembang tourism experience.
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2024 |
Analisis Manajemen Risiko Proyek dengan Metode Severity Index (SI) pada Proyek Pembangunan Gedung X Kota Surakarta
(Ahmad Rizky Zaidan, Koosdaryani Soeryodarundio, Setiono Setiono)
DOI : 10.61132/globe.v2i3.501
- Volume: 2,
Issue: 3,
Sitasi : 0 07-Aug-2024
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The construction of a high-rise building is a construction project that can be said to have high risk factors so that it will have a negative effect on the project schedule, quality, and costs needed. Project risk management analysis is needed to control risks and to determine risk handling to prevent the occurrence of dominant risks in construction projects. In this study, primary data collection was carried out by distributing questionnaires, while secondary data was obtained through data from projects and literature studies. The data obtained from the questionnaire will be analyzed for risk variables using the Severity Index (SI) method. Meanwhile, the risk level analysis uses the Probability Impact Matrix (PIM). The results of the analysis show that there is a dominant risk that has the most influence on the time aspect is the risk of delay in material delivery with a high level of risk. The dominant risk that has the most influence on the cost aspect is the occurrence of equipment damage while working with a medium risk level. The dominant risk that has the most influence on the quality aspect is that the quality of the material is not in accordance with the quality specifications with a medium risk level.
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2024 |
Digital Literacy Strategy Encourages Electronic MSMEs to Go Online
(Abdelina Abdelina, Lilis Saryani, Juwita Handayani)
DOI : 10.61132/ijema.v1i3.172
- Volume: 1,
Issue: 3,
Sitasi : 0 05-Aug-2024
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The Covid-19 pandemic has reduced people's purchasing power and made people's activities all online. Digital literacy needs to be carried out by MSME actors, especially Electronic MSMEs, where they still carry out offline buying and selling activities both in terms of promotion, marketing, and service communication. This study aims to determine the implementation of digital literacy for Electronic MSME actors to go online. Digital literacy is an effort to change and develop activities based on skills and knowledge by using technology. This study uses a qualitative descriptive approach using data analysis techniques Reduction, Display and Conclusion. This research was conducted at the Electronic MSMEs, Padangsidimpuan City, North Sumatera. The results showed that 88% of the understanding of Electronic MSME technology was based on the digital literacy capabilities they had, obtained through digital literacy activities carried out and received many benefits for the online sales system.
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2024 |
Evaluasi Efektivitas Kinerja Instalasi Pengolahan Air Limbah (IPAL) di Kota Surakarta
(Rizky Nugraha Ramadhan, Budi Utomo, Solichin Solichin, Cahyono Ikhsan, Koosdaryani Soeryodarundio)
DOI : 10.58192/ocean.v3i3.2421
- Volume: 3,
Issue: 3,
Sitasi : 0 02-Aug-2024
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Household sewage treatment in Surakarta City depends on the performance of the available domestic wastewater treatment plants (IPAL), including Pucangsawit IPAL, Semanggi IPAL, Mojosongo IPAL, and UNS IPAL. Each of these IPAL’s serves a specific area, such as the UNS IPAL which serves the UNS area and its surroundings, the Mojosongo IPAL which is in charge of the North Area of Surakarta, the Semanggi IPAL which takes care of the South Area of Surakarta, and the Pucangsawit IPAL which serves the Central Area of Surakarta City. This research aimed at the effectiveness of the performance and development plan of each IPAL in the next 20 years. This research used descriptive qualitative and quantitative analysis methods. Qualitative descriptive analysis was conducted by observing the existing condition of IPAL Komunal in the research location. Quantitative descriptive analysis in this study was carried out by testing samples at the inlet, aeration, and outlet points of the IPAL. Based on the quality standards of the Minister of Environment and Forestry Regulation number P 68 of 2016, each IPAL. UNS IPAL is 47.27% for BOD, 73.81% for COD, 76.36% for TSS. Mojosongo IPAL is 88.71% for BOD, 76.50% for COD, 78.57% for TSS. Pucangsawit IPAL was 91.88% for BOD, 83.20% for COD, 74.82% for TSS. Semanggi IPAL is 20.45% for BOD, 69.95% for COD, 69.05% for TSS. Alternative development at the IPAL that can be done to prepare for the next 20 years is to increase the volume in the initial settling basin, aerobic biofilter basin, and also the final settling basin.
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2024 |
Pengaruh Product Browsing terhadap Pembelian Impulsif pada Produk Fashion di Ecommerce Shopee dengan Flash Sale sebagai Variabel Moderasi dalam Persepektif Bisnis Islam
(Fatih Fuadi, Heni Verawati, Lita Aryani)
DOI : 10.61132/nuansa.v2i3.1141
- Volume: 2,
Issue: 3,
Sitasi : 0 01-Aug-2024
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In the rapidly growing era of digitalization, significant changes have occurred in consumer behavior, especially with the existence of e-commerce platforms and online marketing innovations. Today's consumers frequently browse for information about fashion products before making a purchase. Goals of the study to examine the impact of product searches on impulsive buys, Together with the relationship's moderating effect of flash sales, as well as sharia business perspective. Purposive sampling is a quantitative research method that is utilized. involving Shopee users in Bandar Lampung City. Data were collected using a Google Form-based questionnaire with a Likert scale. The findings indicated that the chance of making an impulsive purchase increased with the amount of time spent searching.. In addition, flash sales were shown to moderate this relationship, increasing impulse buying tendencies when found during browsing. These findings imply that the management of product browsing and flash sale offers needs to be considered in marketing strategies, taking into account the Shariah perspective to ensure fair and non-wasteful transactions.
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2024 |
Strategi Adaptasi Guru Dalam Meningkatkan Kompetensi Pasca Peraturan Baru Bagi Guru MGMP IPS Kabupaten Batang
(Atika Wijaya, Tri Marhaeni Pudji Astuti, Elly Kismini, Wulan Dwi Aryani, Zaematul Mahbubah, Anisya Rahmadani, Elsha Pipit Nathalia)
DOI : 10.61132/aspirasi.v2i4.916
- Volume: 2,
Issue: 4,
Sitasi : 0 26-Jul-2024
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The 2023 new regulations for ASN (public civil servants) have caused changes and anxiety for teachers. With this new regulation, all ASN will have functional positions which are expected to make regulations and promotion processes easier and simpler. ASN teachers will focus on organizational performance achievements, whereas previously, to apply for a promotion, civil servants focused on fulfilling credit or DUPAK numbers which were too administrative and troublesome. However, many teachers' career problems are now increasingly unclear due to the publication of this new policy. So, there is a need for activities to accompany teachers in strengthening their careers after the implementation of the new policy. The implementation method used in this community service program is socialization and mentoring. With this program, it is hoped that middle school social studies teachers throughout Batang Regency can understand the new regulations and plan their career paths appropriately.
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2024 |
Analisis Pemberian Bakteri Probiotik Komersial pada Air Buangan Industri Tahu Terhadap Perubahan Kadar BOD dan DO dengan Interval Waktu Inkubasi 8 Jam
(Justian Trisna Nugraha, Budi Utomo, Koosdaryani Soeryodarundio)
DOI : 10.61132/konstruksi.v2i3.476
- Volume: 2,
Issue: 3,
Sitasi : 0 25-Jul-2024
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This study aims to analyze the impact of administering commercial probiotic bacteria on the wastewater from tofu industries on changes in Bio-logical Oxygen Demand (BOD) and Dissolved Oxygen (DO) levels. Tofu industry wastewater is known to have high BOD and low DO levels, which pose a potential environmental pollution risk. This study used a pure experimental method with variables including the ratio of tofu industry wastewater to commercial probiotics (1:1, 1:2, 1:3) with an incubation interval of 8 hours. The results showed that the administration of commercial probiotic bacteria significantly reduced BOD levels and increased DO levels in the wastewater. The 1:3 ratio of tofu industry wastewater to commercial probiotics showed the most optimal effect in increasing DO and decreasing BOD. An incubation time of 32 hours showed the most optimal effect in increasing DO and decreasing BOD. The 1:3 volume ratio between tofu wastewater and probiotics (25% tofu wastewater and 75% probiotics) proved to be the most effective, with the highest DO increase of 2.51 mg/L and the largest BOD decrease of 144.20 mg/L. In addition, incubation time also had a significant effect, the longer the incubation time, the more optimal the probiotic activity in reducing BOD levels and increasing DO levels. The conclusion of this study is that the administration of commercial probiotic bacteria at a 1:3 ratio and an incubation time of 32 hours is an effective way to improve the quality of tofu industry wastewater.
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2024 |
AGROTOURISM BUSINESS STRATEGY WITH BUSINESS MODEL CANVAS APPROACH
(Jessyka Jessyka, Eva Dolorosa, Anita Suharyani)
DOI : 10.24246/agric.2024.v36.i1.p79-94
- Volume: 36,
Issue: 1,
Sitasi : 0 01-Jul-2024
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| Last.07-Jul-2025
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The rapid development in the world of tourism has become a special attraction for research, especially for agro-tourism businesses with a lot of potential. Therefore, a business model and strategy are needed that are appropriate and suitable for agro-tourism businesses by analyzing the strengths, weaknesses, opportunities, and threats currently being faced as well as developing a business model that will be implemented in the future based on the business model canvas. The research method uses a qualitative descriptive method with the research location at the Rekadena agrotourism business, which is located in Jeruju Besar Village, Kubu Raya Regency, West Kalimantan Province. The variable consist of customer segmnets, value propositions, channels, customer relationships, revenue streams, key resources, key activities, key partnerships, and cost structure. The result of the research are segmented consumer segmentation, channels run by agro-tourism in the form of communication, distribution, and direct selling, as well as providing personal assistance and relying on service quality. Rekadena's agro-tourism motivation in establishing partner relations is the acquisition of resources and activities. In addition, the cost structure of rekadena's agro-tourism shows that the biggest cost factor in the company is employee salaries.
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2024 |
Pemanfaatan Minyak Jelantah Sebagai Lilin Aromaterapi Dalam Rangka Mengatasi Ketidaksetabilan Ekonomi
(Apri Kuntariningsih, Samtono Samtono, Tri Maryani)
DOI : 10.62383/kolaborasi.v2i2.134
- Volume: 2,
Issue: 2,
Sitasi : 0 26-Jun-2024
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| Last.02-Aug-2025
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One of the training programs that can increase economic income is making Aromatherapy candles, namely by utilizing used cooking oil waste, taking into account that the available resources are easy to obtain and also ingredients that can be used every day. The aim of this community service is to empower young housewives, young men and women and students around residential areas to produce Aromatherapy candle products from used cooking oil and increase community knowledge about how to make Aromatherapy candles using environmentally friendly raw materials. The method of implementing this training is a direct demonstration of aromatherapy candle making techniques using prepared materials and how to make them. The results of the training show the potential for significant social change, both in material (candle production) and non-material (change in mindset) aspects. Changes in participants' mindsets about waste and entrepreneurship reflect a transformative learning process.
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2024 |