Self-regulated learning is essential for students to be proactive in their learning, and creative thinking is crucial for overcoming challenges and generating innovative solutions. Project-Based Learning (PjBL) has been proposed as an effective method for teaching subjects such as renewable energy, allowing students to apply concepts in a real-world context. However, challenges persist in implementing PjBL, including student adaptation and lack of structured materials. This study aims to assess the impact of the PjBL model on students' self-regulated learning and creative thinking, identify factors that promote self-regulated learning, and understand barriers to developing creative thinking. Conducted at SMA Negeri 11 Sarolangun, this study involved two experimental classes and one control class. Using a mixed-method approach with a sequential explanatory design, this research employed a quasi-experimental method with a non-equivalent control group design. Data were collected using questionnaires, creative thinking tests, and interviews, and analyzed using parametric statistical tests and qualitative descriptive analysis. The results showed that PjBL had a significant positive impact on self-regulated learning and creative thinking, with a supportive learning environment being a key factor. The t-test results showed a significant effect on self-regulated learning (0.002) and creative thinking (0.04), both below the 0.05 threshold. Effect size analysis indicated a high impact on self-regulated learning and moderate impact on creative thinking variable.

Pendeteksian topik adalah solusi untuk mengungkap struktur laten dalam sebuah dokumen. Kerangka umum pendeteksian topik berbasis clustering terdiri dari dua langkah: pembelajaran representasi dan pendeteksian topik melalui clustering. Dalam penelitian ini, Bidirectional Encoder Representations from Transformers (BERT) digunakan untuk pembelajaran representasi karena BERT mampu menangkap konteks setiap kata berdasarkan kata-kata di sekitarnya. Representasi teks yang diperoleh dari BERT digunakan untuk pendeteksian topik dengan clustering. Deep Embedded Clustering (DEC) dan Improved DEC (IDEC) adalah model clustering berbasis deep learning yang digunakan dalam penelitian ini untuk pendeteksian topik. DEC dan IDEC mampu mengubah data ke dalam ruang dimensi yang lebih rendah serta mengoptimalkan cluster secara simultan. Output dari teknik clustering berupa kata-kata kunci yang menggambarkan setiap topik cluster. Setelah mendapat kata kunci yang mewakili topik, evaluasi model dilakukan dengan melakukan perbandingan nilai topic coherence menggunakan Topic Coherence - Word2Vec (TC-W2V) sebagai analisis kuantitatif. Penelitian ini merupakan perluasan dari penerapan DEC dan IDEC pada pendeteksian topik dengan menambahkan analisis visualisasi dan kata kunci. Simulasi menunjukkan bahwa DEC dan IDEC mengungguli Uniform Manifold  Approximation and Projection (UMAP)-based k-means (UKM) dan Eigenspace-Based Fuzzy C-Means (EFCM) dari segi nilai TC-W2V, hasil visualisasi, dan kata kunci.
 
Kata kunci: analisis teks, deep clustering, pemrosesan teks

The purpose of this study is to design and build a garden fence made of wood and recycled bottles in an effort to develop an environmentally friendly and cost-effective solution. In addition to functioning as a room divider, this garden fence can also be used as a decorative component to add to the aesthetic appeal of the garden. This study examines the structural strength, material durability, and aesthetic value of the fence building using wood and recycled bottles. The method used in this activity is the ABCD method, the ABCD (Asset Based Community Development) approach method which is a mentoring method that prioritizes the utilization of assets and potentials around the community. This research method also evaluates the environmental impact and cost efficiency of using recycled materials. The results of the study show that a fence made of wood and recycled bottles can be a practical and attractive choice for a garden plan. This fence not only supports the management of plastic bottle waste, but also provides a smart solution that is financially efficient and affordable.

This research was carried out in class V of Islamiyah Private Elementary School with the aim of finding out the influence of the Small Group Learning Model on the Learning Creativity of Class V of Islamiyah Elementary School Students for the 2022-2023 Academic Year. The samples taken in this research were Class V of the Islamiyah Private Elementary School, Class V A as the Control Class and Class V B as the Experimental Class. Test results regarding the influence of the Small Group Learning Model (X) and Student Learning Creativity (Y) in class V of Islamiyah Private Elementary School for the 2022/2023 Academic Year. The influence of using the Small Group Learning Model has been proven from the results of research conducted on Class V students of Islamiyah Elementary School. The 2022/2023 academic year provides positive results. The results showed that the Small Group Learning Model was in the good category, and this result was also followed by student learning creativity being included in the good category with an average score for the experimental class of 82.2. It is known that by calculating the variable X, the average value is 82.2 and the standard deviation is 9.06. And variable Y obtained an average value of 51.67 and a standard deviation of 7.81. From the calculation of the hypothesis price th = 0.06, the significance of the hypothesis coefficient is consulted with the calculated t value table. The t table value with N = 60 at the 5% significance level = 0.245. This turns out to be 0.245 >. 0.06 This proves that the hypothesis is accepted. From the results of hypothesis testing using the product moment correlation formula, it is found that tcount > ttable so that Ha is accepted, Ho is rejected. So there is an influence on student learning creativity using the Small Group Learning Model.

Blood donation is an important process that involves taking some blood from a donor to donate and store it in a blood bank. This blood can then be used for transfusions for those in need, such as in cases of accidents, major surgery, or certain illnesses. In Indonesia, blood donation is very important, especially because of the high maternal mortality rate due to bleeding during childbirth. The need for blood continues to increase as the number of accidents and illnesses requiring blood transfusions increases. Although blood donation has great benefits for the recipient, many people do not realize that donating blood regularly also brings various health benefits to the donor. This study aims to increase public understanding about the importance of blood donation through interviews and research at Sunan Giri University, Surabaya. Interview results show that blood donation not only saves lives, but also helps maintain the health of donors and encourages a spirit of mutual cooperation in society. Through education and increasing awareness, more people are expected to be involved in sustainable blood donation activities.

The free mass circumcision social service activity held at Sunan Giri University Surabaya is a cross-sector collaboration initiative to commemorate the August people's party. This activity aims to improve public health, especially among children, by providing quality and free medical services. Involving various parties, including government agencies, non-governmental organizations, and local communities, this activity not only educates the public about the importance of reproductive health, but also strengthens social solidarity. In its implementation, this activity succeeded in attracting active participation from the surrounding community, creating awareness of the importance of children's health and welfare, and fostering a spirit of mutual cooperation. The results of this activity are expected to be a model for similar initiatives in the future, as well as providing long-term positive impacts on public health in the area

The background of this activity is the gap between active craftsmen and new craftsmen. This is a concern for weaving actors/craftsmen in Barong hamlet, Kedungrejo village, Tanjunganom District, Nganjuk regency. If no action is taken, the weaving culture will become extinct. On the one hand, weaving is a cultural heritage that must be maintained and preserved, but on the other hand, weaving is a promising source of income. Carrying out training activities to improve human resources for these weaving craftsmen means that two goals can be achieved at once, namely preserving ancestral culture and improving the welfare of weaving craftsmen which will have an impact on the community in general. The method chosen in implementing this activity was to provide basic weaving training for beginners, which continued with training so that it was hoped that they could become proficient. This activity was carried out in Barong hamlet, Kedungrejo village, Tanjunganom District, Nganjuk regency. The result of implementing this activity was the growth of new craftsmen who started from beginners/laymen about weaving and are now able to increase family income through weaving crafts.

Horticulture can be interpreted as one of the agricultural subsectors that bridges the gap between production and consumption in Indonesian society. Horticultural commodities consist of vegetables, fruit, ornamental plants and medicinal plants. One of the horticultural commodities is mushrooms. Mushroom commodities have quite high consumption value in Indonesia. The demand for mushrooms continues to increase, but the availability of inputs is still inadequate and farmers still rely on marketing institutions, which is still an obstacle for mushroom entrepreneurs to meet consumer demand. Based on these problems, it is necessary to add mushroom cages so that the level of mushroom productivity continues to increase and an efficient marketing channel is needed so that all actors involved in the marketing channel can benefit each other. Research uses qualitative and quantitative methods. The data sources used are primary and secondary data. The analysis results from the business feasibility study can be run properly and inefficient marketing channels are found in channel 3.
 

Hydroponic plant cultivation is booming, but stock and sales are hard to predict. Poor prediction can cause farmers to overstock and lose money. This study suggests a framework that uses several machine learning models, including Linear Regression (LR), Random Forest (RF), Decision Tree (DT), and Extreme Gradient Boosting. "Ensemble Learning," which combines these models, should yield more accurate and generalizable results than a single model. This framework is assessed using historical hydroponic plant sales data and related factors like price, weather, and market trends. The model's performance is measured by the difference between predictions and actual values using RMSE and MAE metrics. This framework should improve hydroponic plant stock and sales predictions. Farmers can make better production, inventory, and harvest distribution decisions. Besides reducing financial losses, this reduces food waste and improves food security.

Penelitian ini berfokus pada perencanaan jalur pejalan kaki baru, termasuk underpass dan skywalk, di kawasan komersial Jalan Boulevard dan Jalan Pengayoman, Kota Makassar. Masalah utama yang dihadapi adalah kurangnya kenyamanan dan keamanan jalur pejalan kaki akibat parkir liar, kemacetan, dan terbatasnya fasilitas pejalan kaki. Penelitian ini bertujuan untuk merancang jalur pejalan kaki yang terstandarisasi, nyaman, dan terintegrasi dengan kawasan strategis.
Metode yang digunakan meliputi observasi lapangan, wawancara, dan analisis data primer dan sekunder. Hasil penelitian menunjukkan bahwa mayoritas responden mendukung pembangunan jalur pejalan kaki dan skywalk dengan elemen-elemen penting seperti penerangan yang memadai, aksesibilitas bagi penyandang disabilitas, dan fasilitas pendukung seperti tempat duduk dan penanda arah yang jelas. Desain jalur dirancang untuk terhubung dengan pusat transportasi umum, pusat perbelanjaan, dan area perkantoran, dengan mengedepankan kenyamanan, keamanan, dan keberlanjutan.
Penelitian ini memberikan rekomendasi desain berdasarkan peraturan seperti Pedoman Teknis No. 027/T/Bt/1995 dan Permen PUPR No. 5 Tahun 2023. Implementasi skywalk dan jalur pejalan kaki baru diharapkan dapat meningkatkan kualitas ruang publik, mengurangi kemacetan, dan menciptakan lingkungan perkotaan yang lebih nyaman, efisien, dan inklusif.