The advancement of artificial intelligence (AI) and automation technology has opened new opportunities for developing intelligent communication systems through chatbots. This study explores how the integration of n8n, a fair-code workflow automation tool, with AI can create autonomous chatbots that not only interact automatically with users but also analyze and report conversation outcomes in a structured manner. We propose a methodology that combines natural language processing (NLP) with automated workflows to build a chatbot capable of storing user interaction data, processing it into insights, and generating analytical reports that support service evaluation and business decision-making. This approach not only enhances user service efficiency but also adds analytical capabilities that would typically require separate manual processes. The findings of this study indicate that such a solution is highly applicable in areas such as customer service, online education, and internal system analysis

Object recognition, particularly fruit classification, plays a crucial role in various fields, ranging from agricultural automation to digital marketplaces. This study proposes a fruit classification system based on RGB images, developed using a Convolutional Neural Network (CNN) architecture consisting of convolutional layers, pooling layers, fully connected layers, and dropout for model stability. The model was trained using the Adam optimization algorithm on an augmented dataset to enhance data variation and reduce overfitting. The resulting model achieved an average accuracy of 98%, demonstrating the reliability of CNNs in pattern recognition tasks. To enhance usability, the model was integrated into a graphical user interface (GUI) built with MATLAB R2023b App Designer, allowing users to add datasets, train the model, and predict new images without writing any code. The findings highlight that while the model performs well, its accuracy remains dependent on consistent image backgrounds; therefore, expanding the variety of fruit types and background conditions in the dataset is essential to improve the system's robustness in real-world applications.

Mathematical connection ability is a crucial competence that should be developed from the elementary level, as it helps students understand the interrelationships between mathematical concepts and their applications in daily life. This study aims to analyze the mathematical connection abilities of first-grade elementary school students in learning flat shapes. The research employed a descriptive quantitative method using cognitive and psychomotor assessment instruments. The cognitive test consisted of multiple-choice and essay questions measuring students' ability to recognize, understand, classify, and apply flat shapes. The psychomotor test involved tasks such as assembling flat shapes into meaningful objects and classifying shapes by type. The results showed that students were fairly capable of identifying and grouping flat shapes, but had difficulty explaining classification reasons or relating shapes to real-life objects. The psychomotor results also indicated that fine motor skills and the ability to make real-world connections need improvement. These findings highlight the importance of contextual learning approaches and the use of concrete media to strengthen students’ mathematical connections from an early age.
 
 

This study aims to observe and analyze the information technology infrastructure (ITI) utilized by the e-commerce company Tokopedia, in order to understand the role of ITI in supporting operations and business development in the digital era. The research method employed includes literature review and indirect observation through the analysis of secondary data sources, such as articles, company reports, and online publications related to Tokopedia's technology systems. The analysis focuses on hardware, software, networks, data, and human resources components within the ITI system. The results indicate that Tokopedia possesses a robust ITI, based on cloud computing and microservices architecture, which supports scalability, security, and operational efficiency. The implementation of technologies such as big data, artificial intelligence, and API integration are key to enhancing user experience and internal effectiveness. The study concludes that Tokopedia's success in delivering reliable e-commerce services largely depends on its adaptive and integrated IT infrastructure, as well as continuous investment in technology development and human capital. This research highlights the strategic importance of ITI in enhancing competitiveness and innovation in the e-commerce industry.

Dental and oral health problems are still a major challenge for early childhood, especially due to the lack of knowledge and skills in brushing teeth properly. This study aims to determine the effect of the snakes and ladders game as an educational method in improving the knowledge and skills of brushing teeth of early childhood at Ar-Rahimah Kindergarten, Jambi City. This study used a quantitative method with a quasi-experimental one group pretest-posttest design. The research sample was 40 Ar-Rahimah Kindergarten students. The research instruments were knowledge questionnaires and skill observation sheets. The intervention given was a snakes and ladders game that had been modified with educational content related to dental health, accompanied by a demonstration using a tooth phantom. Analysis using the Wilcoxon Signed Ranks Test showed that there was a significant effect between before and after treatment on knowledge (p = 0.000) and skills (p = 0.000). The conclusion of this study is that the snakes and ladders game media can improve the knowledge and skills of brushing teeth of early childhood. It is recommended that the use of snakes and ladders game media can be used as an innovative approach in children's dental health education.

The development of digital technology has transformed how companies present themselves online, with company profile and portfolio websites becoming crucial tools in building image and credibility in the digital market. This research aims to identify business opportunities in the website development industry, particularly for small and medium enterprises (SMEs), using NestLink as a case study. Utilizing the Business Model Canvas (BMC) method, the research analyzes the business model components of NestLink in providing website development services.The research results show that NestLink offers customized website solutions, including company profile website creation, ready-to-use templates, and portfolio websites. Distribution channels include social media, official websites, and digital advertising. The main strategy focuses on responsive design, good user experience, and flexible templates. The primary revenue comes from website development services and template sales.
 
 

Conflict Management in Education: Strategies to Create a Harmonious Learning Environment" discusses the importance of conflict management in creating a conducive and productive learning environment. Conflict is a natural part of the educational environment, but if not managed properly, it can disrupt the teaching and learning process and damage relationships between individuals. Conflict can arise from various sources, such as differences of opinion, competition, lack of communication, limited resources, and inappropriate behavior. This article emphasizes the importance of effective conflict management as the key to creating a harmonious atmosphere in schools, by outlining proactive and holistic strategies, including conflict prevention, conflict resolution, and building a harmonious atmosphere. This article aims to identify, analyze, and synthesize various sources of literature relevant to the topic of conflict management in education, as well as provide an in-depth understanding of strategies in resolving conflicts to create a harmonious atmosphere. 

Colorectal cancer is a malignant epithelial tumor originating from colorectal mucosa. Clinicopathology factors including age, gender, location, histopathological type, differentiation, depth of invasion, lymph node metastasis, and lymphovascular invasion are known affect the prognosis. This study aims to determine the clinicopathological characteristics of colorectal cancer at Anatomical Pathology Laboratory RSUP. Dr. M. Djamil Padang in 2017-2020 This study was descriptive observational with total sampling technique from medical records. Samples included all colorectal cancer patients in 2017-2020 who were fulfilled inclusion criteria, with total 251 samples. The results showed that the most patiens were female (52.2%), the age group were > 50 years (66.1%), mostly located in the rectosigmoid (71.7%). Most of the histopathological types were adenocarcinoma (79.7%), with low grade differentiation (88.8%). More than a half of tumor invasion was at T3 (58.2%). Mainly metastatic status to lymph nodes was Nx (54.2%) and lymphovascular invasion were positive in 60% samples that included the lymphovascular invasion examination. The conclusion of this study is most of colorectal cancer in Anatomical Pathology Laboratory RSUP. Dr. M. Djamil Padang in 2017-2020 are in advanced stage, Early detection needs to be done so that colorectal cancer can be diagnosed at an early stage.

Abstract. Education plays an important role in shaping a bright and sustainable future, with creative and fun learning as the key to creating an inspiring learning environment. This article examines the event "SEBATIK - Batik Art for Creative Culture" held at the Yayasan Cinta Yatim dan Dhuafa, Cirendeu, South Tangerang on July 20, 2024. This event aims to introduce and preserve batik art, as well as to arouse interest and appreciation for traditional arts among the children of the foundation. With a creative and interactive approach, this workshop teaches basic batik techniques through training and direct practice, and provides appreciation to participants through prizes. The evaluation results show that this activity has succeeded in increasing the creativity and skills of children, as well as strengthening the relationship between the foundation and the community. This workshop also has the potential to open up new business opportunities for foster children, increasing their economic independence in the future. This article presents details of the event implementation, the results achieved, and its impact on participants and the foundation.

The aim of this research is to see the effect of motion graphic duration on audience retention levels when conveying information about non-effective taxpayers and also to make recommendations for optimal duration to increase audience retention by using non-effective taxpayer motion graphics as a case study. A quantitative approach with a correlational type was used in conducting this research, as well as the use of YouTube Analytics to analyze data on audience retention levels while watching motion graphics. This research found a significant linear relationship between the duration of motion graphics and audience retention based on the motion graphics presented. A duration that exceeds three minutes can decrease audience retention.