International Journal of Scientific Research in Science, Engineering and Technology最新文献

{"title":"A Novel Approach to predict the Stock Price using LSTM and Linear Regression","authors":"Preetjot Kaur, Karan Marwaha, Keshav Kumar","doi":"10.32628/ijsrset2411111","DOIUrl":"https://doi.org/10.32628/ijsrset2411111","url":null,"abstract":"Stock price prediction is a challenging and crucial task in financial markets. Traditional methods often struggle to capture the complex patterns present in stock price movements. In this study, we propose a hybrid model combining Long Short-Term Memory (LSTM) and Linear Regression techniques to improve the accuracy and robustness of stock price predictions. We evaluate the performance of our hybrid model using historical stock price data and compare it with individual LSTM and linear regression models. The experiments demonstrate that the hybrid model outperforms the standalone models in terms of accuracy and robustness.","PeriodicalId":14228,"journal":{"name":"International Journal of Scientific Research in Science, Engineering and Technology","volume":"55 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140511097","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":"Simplified Web-based SEO Score Counter for Increasing Web Page Rank","authors":"Raka Yusuf, Rusti Mentari, Harni Kusniyati","doi":"10.32628/ijsrset23103215","DOIUrl":"https://doi.org/10.32628/ijsrset23103215","url":null,"abstract":"SEO (Search Engine Optimization) is a technique intended for search engines to always index a website on the Internet with high value, so that each search process using certain keywords through search engines can display the website on the first page of search. This research will create a simple web-based application to calculate the ranking of a website from an SEO perspective. A website with a high SEO ranking is expected to appear on the first page of search results. This application uses the cURL function contained in the PHP programming language to read web pages. The result is SEO value as an initial picture of how a website can appear on the first page of search results. Search Engine Optimization, commonly known as SEO, is a highly effective technique that guarantees a website's continuous indexing by search engines at a high value. This results in the website being displayed on the top of search results when specific keywords are searched. Our research is dedicated to creating a web-based application that calculates a website's SEO ranking. This ranking is crucial to ensure that the website appears prominently in search results. The application employs PHP programming's cURL function to scrutinize web pages, providing an initial indication of a website's search result performance.","PeriodicalId":14228,"journal":{"name":"International Journal of Scientific Research in Science, Engineering and Technology","volume":"60 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140513339","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":"The Future of Artificial Intelligence in Cyber Security A Review","authors":"Miss. Tanmayi Ajay Dubey, Mr. Chinmay R. Sambhe, Miss. Aboli Sanjay Gujar","doi":"10.32628/ijsrset241118","DOIUrl":"https://doi.org/10.32628/ijsrset241118","url":null,"abstract":"Cyber Security has emerged as a key worry in the digital age & the last ten years, the field of Cyber Security has expanded significantly. whereas the importance of Artificial Intelligence (AI) is also increasing day by day, So the use of AI to handle Cyber Security concerns and dangers will be covered in this Paper.","PeriodicalId":14228,"journal":{"name":"International Journal of Scientific Research in Science, Engineering and Technology","volume":"46 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140513421","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":"Automated Text Summarization as A Service","authors":"K. Shahapure, Samit Shivadekar, Shivam Vibhute, M. Halem","doi":"10.32628/ijsrset12310669","DOIUrl":"https://doi.org/10.32628/ijsrset12310669","url":null,"abstract":"Recent advancements in technology have enabled the storage of voluminous data. As this data is abundant, there is a need to create summaries that would capture the relevant details of the original source. Since manual summarization is a very taxing process, researchers have been actively trying to automate this process using modern computers that could try to comprehend and generate natural human language. Automated text summarization has been one of the most researched areas in the realm of Natural Language Processing (NLP). Extractive and abstractive summarization are two of the most commonly used techniques for generating summaries. In this study, we present a new methodology that takes the aforementioned summarization techniques into consideration and based on the input, generates a summary that is seemingly better than that generated using a single approach. Further, we have made an attempt to provide this methodology as a service that is deployed on the internet and is remotely accessible from anywhere. This service provided is scalable, fully responsive, and configurable. Next, we also discuss the evaluation process through which we came up with the best model out of many candidate models. Lastly, we conclude by discussing the inferences that we gained out of this study and provide a brief insight into future directions that we could explore.","PeriodicalId":14228,"journal":{"name":"International Journal of Scientific Research in Science, Engineering and Technology","volume":"29 26","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139630927","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":"Fluodynamics of a Column Filled with Glass Rings Using the Air-Water System","authors":"Joao C.F. Lima, Silvana Mattedi, Luiz M. N. Gois","doi":"10.32628/ijsrset2310649","DOIUrl":"https://doi.org/10.32628/ijsrset2310649","url":null,"abstract":"In the current study, we present the fluid dynamics of an absorption tower equipped with glass rings as fillings. The research involved investigating the variations in pressure drop concerning liquid (water) and gas (atmospheric air) flow rates. We thoroughly examined the impacts of these two flows, identifying specific ranges where flooding and liquid entrainment take place. Additionally, we pinpoint a critical threshold that signifies the maximum allowable combination of the two flows, denoted as Qwater/Qair, for effective tower operation","PeriodicalId":14228,"journal":{"name":"International Journal of Scientific Research in Science, Engineering and Technology","volume":"52 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140519425","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":"Present and Future Trends of Electric Vehicles in India","authors":"Manjur Alam, Md. Mahfuzur Rahman Mullick","doi":"10.32628/ijsrset241113","DOIUrl":"https://doi.org/10.32628/ijsrset241113","url":null,"abstract":"The electric vehicles market in India is making significant progress in terms of environmental sustainability. Various new car companies are revolutionizing the industry by introducing innovative models. The interest in electric vehicles is rapidly growing, and with the introduction of new pricing models, the market is expected to expand even further. Recognizing this shift, existing car manufacturers are striving to unveil new hybrid or electric vehicle models. Developed countries such as the UK and France have already announced plans to ban the sale of diesel and petrol cars by 2040. Experts predict that Europe will witness a complete transition to electric vehicles five years prior to the deadline. This transformation has led to increased commitments and competition among leading car manufacturers and businesses in the automotive industry. Norway, for instance, is experiencing remarkable progress in the electric vehicles market, with nearly 30% of new car sales in December 2017 being electric battery-powered vehicles. Energy experts anticipate that China and India will drive the demand for electric vehicles, as these countries prioritize the development of low-carbon emission transportation solutions. In response to the growing industry, many companies are planning to introduce electric vehicle charging points to support the increasing demand for electric vehicles.","PeriodicalId":14228,"journal":{"name":"International Journal of Scientific Research in Science, Engineering and Technology","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140519500","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":"Proposing Solutions to Tackle the Issues of Slow Progress and Lack of Materials for Mekong Delta Expressway Construction Projects in Period of 2021-2025","authors":"Le Hoai Linh, Le Hoang Son, Vo Nhat Luan, Le Manh Tuong","doi":"10.32628/ijsrset241112","DOIUrl":"https://doi.org/10.32628/ijsrset241112","url":null,"abstract":"Up to now, Vietnam has spent 12 years implementing the State’s policies on building an expressway system, and has initially achieved certain promising results. However, regarding projects which have been put into operation and projects which are in the preparation phase for implementation in the Mekong Delta, there have been many major shortcomings in materials, design, traffic safety, and the environment, etc. Therefore, timely adjustments and improvements are needed to avoid unfortunate consequences and losses both in the immediate and long term. The article used the method of synthesizing research and analysis to evaluate the current status of expressway construction projects in the recent period, mainly on Mekong Delta Expressway projects, and offered 4 solutions based on a practical basis to make prompt adjustments for sustainable development of the Mekong Delta including 1) solution 1; 2) solution 2; 3) solution 3; 4) solution 4.","PeriodicalId":14228,"journal":{"name":"International Journal of Scientific Research in Science, Engineering and Technology","volume":"19 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140524562","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":"In Silico Exploration of few TriazoloPyrimidine Derivatives as Virtual Inhibitors against SARS-CoV-2 : A Comprehensive Analysis Integrating Molecular Docking and ADME-Toxicity Evaluation","authors":"Janaki Chauhan, Dr. Bhavesh Dodiya, Dr. Girin Baxi","doi":"10.32628/ijsrset241116","DOIUrl":"https://doi.org/10.32628/ijsrset241116","url":null,"abstract":"This ground-breaking research delves into the potential of novel triazolopyrimidine derivatives as inhibitors of SARS-CoV, employing a robust in-silico approach that integrates molecular docking studies, molecular dynamics simulations, and comprehensive ADMET parameter assessments. The overarching goal is to identify compounds that exhibit both robust binding affinity and favourable pharmacokinetic profiles, laying the foundation for potential antiviral drug development. The methodology begins with the meticulous selection of triazolo pyrimidine derivatives based on their structural characteristics. Molecular docking studies are then conducted, focusing on a specific binding site on the SARS-CoV target. Subsequent molecular dynamics simulations provide a dynamic perspective on the stability of the binding interactions over time. ADMET parameter assessments are employed to evaluate drug-likeness and safety, crucial factors in determining the compounds' viability as potential drug candidates. The findings of this research underscore promising interactions between the triazolo pyrimidine derivatives and the targeted viral site, suggesting their potential as inhibitors of SARS-CoV. Importantly, the ADMET assessments contribute valuable insights into the pharmacokinetic properties of the compounds, informing their overall safety and suitability for further development. Notably, molecular docking studies include a comparative analysis with the standard antiviral drug remdesivir, revealing that the triazolo pyrimidine derivatives exhibit energy scores surpassing those of remdesivir. This finding signifies a potential advantage in terms of binding affinity and effectiveness against SARS-CoV. The implications of this research are profound, extending beyond the identification of potential inhibitors for SARS-CoV to contributing essential knowledge for the development of therapeutics against coronaviruses in general. This study serves as a crucial stepping stone for subsequent experimental validation and optimization of the identified compounds, propelling future drug discovery endeavours in the fight against coronaviral infections.","PeriodicalId":14228,"journal":{"name":"International Journal of Scientific Research in Science, Engineering and Technology","volume":"177 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140523455","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":"Exclusive Breastfeeding Practices Among Female Healthcare Workers and Child Welfare Clinic Mothers in The Sissala East Municipality of Ghana","authors":"Jonas Dinwia","doi":"10.32628/ijsrset52310683","DOIUrl":"https://doi.org/10.32628/ijsrset52310683","url":null,"abstract":"Breastfeeding exclusively is beneficial not just to mothers but also to their children and society as a whole. Babies who are only given breast milk are protected against hazardous bacteria that may be found in formula and other baby meals, germs that can cause diarrhoea, other diseases, and even death. These harmful bacteria can be found in formula and other infant meals. Breast milk is the only food babies need. This research aimed to investigate exclusive breastfeeding practices among female healthcare professionals and mothers who received services at child welfare clinics in the Sissala East Municipality of Ghana. A facility-based quantitative descriptive cross-sectional design was used in this study. The study revealed that social support statistically influenced the practice of exclusive breastfeeding among the respondents. Lactating mothers whose close relatives supported them were 2.61 times more likely to practice exclusive breastfeeding than those not supported by their close relatives (COR: 2.61 (C.I: 1.26 – 5.39) P=0.010). Based on the results, conclusions were accordingly made.","PeriodicalId":14228,"journal":{"name":"International Journal of Scientific Research in Science, Engineering and Technology","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140515831","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":"Computational Safety Evaluation of Universal Dyer","authors":"Sheidu Sumaila Onimisi, Adebayo Adekola, Oghenekaro Peter Otsuko","doi":"10.32628/ijsrset229313","DOIUrl":"https://doi.org/10.32628/ijsrset229313","url":null,"abstract":"The dryer was modeled and analyzed with Midas NFX software. The material of the cabin part and the trays are made of mild steel and properly insulated with asbestos. The velocities of air at the four different inlets 1, 2, 3 and 4 are 50.4028m/s, 51.2968m/s, 62.9867m/s and 54.4643m/s respectively while the air velocities at outlets 1 and 2 are 53.3088m/s and 53.0761m/s respectively. With these flows maintained the issue of pressure buildup of air and ignitable vapour that can result in explosion and pose danger or put the life of the operator at risk is significantly reduced. The largest nonlinear total deformation was 0.005114mm which is too small to be considered as a threat to the operator and/ or the equipment. The possibility of explosion from overstaying of dried combustible solid was taken care of by the temperature controller which make sure that the temperature within the system never go higher than 60oC (140oF) and never go low than 40oC (104oF) depending on the settings. The air distribution was even and adequate as shown by the computational Fluid Dynamics (CFD) which also translated to even and adequate temperature distribution within the system as the fan is only blowing hot air.","PeriodicalId":14228,"journal":{"name":"International Journal of Scientific Research in Science, Engineering and Technology","volume":"51 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140519432","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}