{"title":"Anticipatory Modeling of Product Purchases","authors":"Dr. Mage Usha U, Kiran Swamy P N","doi":"10.48175/ijarsct-19117","DOIUrl":"https://doi.org/10.48175/ijarsct-19117","url":null,"abstract":"In the digital era of e-commerce, predicting and comprehending customer behavior is fundamental to achieving business success. This project employs machine learning methodologies to analyze user interactions within an online platform and forecast their likelihood of making a purchase. The dataset encompasses diverse user activities, including clicks, additions to the basket, and interactions with specific features, with the ultimate goal of predicting the binary target variable 'ordered.' The project revolves around the utilization of a Random Forest Classifier, a robust algorithm chosen for its capability to unravel intricate relationships within the dataset. Through this classifier, we aim to uncover the nuanced patterns that influence a user's decision to convert. The significance of this endeavor lies in its potential to provide actionable insights for businesses. By deciphering the complexities of user behavior, organizations can optimize their strategies, tailor marketing efforts, and elevate the overall user experience. The project's impact extends beyond accurate predictions; it aspires to contribute to the evolution of online platforms, fostering an environment that is not only predictive but also responsive to the dynamic needs of digital consumers. This abstract encapsulates the essence of our exploration, emphasizing the transformative potential of machine learning in shaping the future of e-commerce","PeriodicalId":341984,"journal":{"name":"International Journal of Advanced Research in Science, Communication and Technology","volume":" 82","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141672842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Easy Electricity Billing System","authors":"Charan K. A, Dr. Annu Sharma","doi":"10.48175/ijarsct-19126","DOIUrl":"https://doi.org/10.48175/ijarsct-19126","url":null,"abstract":"Due to various issues, electricity users frequently deal with the issue of inaccurate and delayed monthly billing. For these reasons, having an effective system via an electronic platform that takes proximity into account is crucial. The laborious and time-consuming process of visiting the Electricity Board to pay an electricity bill is automated by the suggested method. For user convenience, it is also intended to automate the computation and payment of electricity bills. Java Swings, a foundational programming language for creating websites, online apps, and web services, is utilized in the development of the system. Back-end databases are also created using the Microsoft Structured Query Language (SQL) server. The administrator and user logins would be the two logins available on the system.\u0000The administrator can upload the customer's details regarding the energy units they consumed this month to their account and check the user's account data. Data about electricity usage must be entered into each user's account by the administrator. Next, each user's electricity cost is computed by the system, which then updates the data in their account each month. Once viewed, users can pay their electricity bill before the end of the month","PeriodicalId":341984,"journal":{"name":"International Journal of Advanced Research in Science, Communication and Technology","volume":" 31","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141672646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dr Bajirao Appa Shinde, Dr Ramesh Ganacharya, Dr Pradnya Sutkar
{"title":"Review on Diabetes Mellitus Type 2, Constitutional Homoeopathic Approach with Life style Management","authors":"Dr Bajirao Appa Shinde, Dr Ramesh Ganacharya, Dr Pradnya Sutkar","doi":"10.48175/ijarsct-19119","DOIUrl":"https://doi.org/10.48175/ijarsct-19119","url":null,"abstract":"Diabetes Mellitus Type 2 (DMT2) is a chronic metabolic disorder characterized by insulin resistance and relative insulin deficiency, leading to hyperglycemia and associated complications. Conventional management of DMT2 primarily involves pharmacological interventions, lifestyle modifications, and dietary control. However, there is an increasing interest in exploring alternative and complementary approaches, such as homoeopathy, for the comprehensive management of DMT2. Diabetes Mellitus is the fourth most common reason of premature disability and mortality. Dr. Samuel Hahnemann said, behind every chronic disease accessory circumstances (Organon of medicine §5) play a big role. Like modifying diet, habit and unstressed lifestyle can prevent disease as well as control complication. This review underscores the potential of constitutional homoeopathic treatment and lifestyle management as adjunctive strategies for the comprehensive management of DMT2","PeriodicalId":341984,"journal":{"name":"International Journal of Advanced Research in Science, Communication and Technology","volume":" 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141672123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Formulation and Evaluation of Nutraceutical Tablet using Herbal Remedies by Direct Compression Method","authors":"Mr. Harshad L.Chavan, Mr. Harsh S. Thool","doi":"10.48175/ijarsct-19128","DOIUrl":"https://doi.org/10.48175/ijarsct-19128","url":null,"abstract":"The objective of present work was to formulate and evaluate the nutraceutical tablets with different combination of herbal remedies. The combination of nutrition and pharmaceutics i.e nutraceutical. fenugreek seeds and Annona squamosa Leaves. contribute to treat diabetes disease. It is used as antidiabetic agent.The nutraceutical tablet containing lactose and mannitol as diluent and containing natural drugs like seeds and Annona squamosa Leaves .which was tablet prepared by direct compression method. The compressed formulations were subject to several evaluation parameters like appearance, thickness, weight variation, hardness and friability. Results: The results of all evaluation parameters of nutraceutical tablet were within the acceptable limit. Pre-compression studies of nutraceutical tablet show satisfactory results. The thickness, hardness, weight variation,and friability of nutraceutical tablet were found to in acceptable range. Significant results were obtained from present study. Discussion: The obtaining of current investigation clearly found that the health promotion of the body could be done by nutraceuticals.","PeriodicalId":341984,"journal":{"name":"International Journal of Advanced Research in Science, Communication and Technology","volume":" 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141672235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Groundwater Chemistry in Jind District: Physiochemical Appraisal and Drinking Water Quality Assessment","authors":"Surender Singh Malik, Dr. Vishnu Dev Gupta","doi":"10.48175/ijarsct-19123","DOIUrl":"https://doi.org/10.48175/ijarsct-19123","url":null,"abstract":"It is essential to have access to safe drinking water, particularly in rural regions where groundwater is the primary water source. The physicochemical quality of the groundwater in Jind District, Haryana, India, has been evaluated in this research. Six hundred samples were collected from thirty different places, and the following physiochemical characteristics were measured: pH, total dissolved solids, total hardness, alkalinity, electrical conductivity, calcium, magnesium, sodium, potassium, nitrate, fluoride, and sulfate. The World Health Organization, the Bureau of Indian Standards, the Indian Council of Medical Research, and other regulatory bodies' standards were compared to these results. Most of the necessary criteria were found to be within acceptable levels; however, total hardness, calcium, and magnesium were found to be greater than recommended in certain areas. The Water Quality Index states that the declining quality of the groundwater in certain areas makes it unfit for human consumption. In addition to providing critical information to assist mitigation measures and ensure the provision of sustainable and clean water resources for the population of the Jind district in the state of Haryana, this research highlights the need of regular monitoring","PeriodicalId":341984,"journal":{"name":"International Journal of Advanced Research in Science, Communication and Technology","volume":" 28","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141672935","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Physicochemical Analysis of Groundwater Quality of Tosham Town","authors":"Pardeep, Dr. Rajendra Arjun Mhaske","doi":"10.48175/ijarsct-19124","DOIUrl":"https://doi.org/10.48175/ijarsct-19124","url":null,"abstract":"A systematic study has been carried out to assess the groundwater quality of Tosham town of Bhiwani district of Haryana state, India. 400 groundwater samples from ten selected stations were collected in the different seasons and assessed for 11 physicochemical parameters i.e. pH, electrical conductivity, total alkalinity, total hardness, total dissolved solids, calcium, magnesium, fluoride, chloride, nitrate and sulphate respectively. The analytical data of various physicochemical parameters of some groundwater samples of the study areas indicates that parameters such as pH, total alkalinity, total hardness, total dissolved solids, calcium, magnesium, fluoride, chloride, nitrate and sulphate are found to be in excess than the desirable limits recommended by ICMR. The groundwater quality parameters values indicates that groundwater samples of some sampling stations are quite unfit for drinking purpose because of high value of total hardness, total dissolved solids, calcium, magnesium, fluoride and chloride so that suitable suggestions were made to improve the groundwater quality.","PeriodicalId":341984,"journal":{"name":"International Journal of Advanced Research in Science, Communication and Technology","volume":" 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141671512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Neural Network Visualizer Web App with Python","authors":"Ms. Divya, Dr. Annu Sharma","doi":"10.48175/ijarsct-19127","DOIUrl":"https://doi.org/10.48175/ijarsct-19127","url":null,"abstract":"The NN Visualizer is an interactive web-based application designed to demystify the workings of artificial NNs by offering an intuitive platform to explore how trained models process and classify handwritten digits from the MNIST dataset. Utilizing a fully connected NN built with TensorFlow and Keras, the visualization component, created with Streamlit, allows users to observe real-time activation patterns across network layers. A Flask-based server ensures efficient data handling and model predictions. Key features include layer-by-layer activation visualization, real-time predictions, and a user-friendly interface, making it a valuable educational tool. This project enhances transparency in AI, supporting trends in responsible AI development by providing insights into the internal representations learned by NNs.","PeriodicalId":341984,"journal":{"name":"International Journal of Advanced Research in Science, Communication and Technology","volume":" 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141672273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Review Paper on Properties of Concrete using Grind Fish Scale in Different forms Replacing Fine Aggregate and Cement","authors":"Savita Jangale, Arjun Biradar, Harshal Khakre, Ishwari Patil","doi":"10.48175/ijarsct-19139","DOIUrl":"https://doi.org/10.48175/ijarsct-19139","url":null,"abstract":"This study intends the use waste Fish scale powder as an alternative material for cement and fish scales as an alternative material for fine aggregates in concrete production. Different partial replacements of fish scale powder and fish scales (0%, 2%, 4%, and 6%) and (0%, 5%, 10%, and 15%) by volume of cement and fine aggregate are cast and test such as compressive strength is to be performed on concrete. Experimental research illustrates the enhancement of mechanical features in concrete due to the replacement of fish scale powder and fish scale concrete. A compression test will be carried out to evaluate the strength properties of concrete at the age of the 3rd, 7th, and 28th day","PeriodicalId":341984,"journal":{"name":"International Journal of Advanced Research in Science, Communication and Technology","volume":" 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141672274","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Enhancing Autonomous Vehicle Technology with YOLOv8","authors":"Prof. Shreedhar Kumbhar, Prajwal KR","doi":"10.48175/ijarsct-19125","DOIUrl":"https://doi.org/10.48175/ijarsct-19125","url":null,"abstract":"The system's products and features form the basis of the product search process. By splitting up and recording huge photos of low-quality images in high resolution, its performance may be easily balanced As machine learning advances quickly, powerful tools are capable of to take on more intricate, sophisticated, or profound features to address issues with legacy tools.. This project offers a new way to detect vehicles, pedestrians and traffic signs using only publicly available data. Because research requires long-term photographs (such as images shot in direct sunlight), it is challenging to incorporate research into the data, and confidence training is uncommon due in part to the nature of the data. We presents modification of the YOLOv8 model for training to improve accuracy. In that model, a number of constants and lossy components were employed. The reason behind this is that YOLOv8 works well utilizing mobile gadgets and requires less RAM management. Unity also provides additional support to simplify the conversion process.","PeriodicalId":341984,"journal":{"name":"International Journal of Advanced Research in Science, Communication and Technology","volume":" 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141671676","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Optimizing Ketchup Manufacturing Process: A Tecnomatix Simulation for Reduced Waiting Time and Improve Operational Efficiency","authors":"Afeez Olamide Showole, Alexander Osayimwense Osadolor, Tochukwu Judethaddeus Eze, Robertson Ojeka Owulo","doi":"10.48175/ijarsct-19129","DOIUrl":"https://doi.org/10.48175/ijarsct-19129","url":null,"abstract":"This research investigates the optimization of a ketchup production factory layout using Tecnomatix Plant Simulation software to enhance resource utilization and production efficiency. Both push and pull system were used to analyzed the entire ketchup production process, from receiving raw tomatoes to the final product storage, incorporating various processing stations with different processing times. In a push environment, driven by predetermined schedules, the simulation results showed an increasing trend in throughput over 4, 7, 11, and 14 days, with significant efficiency gains over time. In a pull environment, driven by actual customer demand, throughput simulations of 50, 100, 200, and 500 units demonstrated increasing productivity with higher workloads. The findings highlight the importance of optimized workstation layouts to reduce idle time and improve workflow, emphasizing that while push environments maintain consistent productivity, pull environments offer greater efficiency through flexibility and responsiveness to demand.","PeriodicalId":341984,"journal":{"name":"International Journal of Advanced Research in Science, Communication and Technology","volume":" 15","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141671889","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}