Volume 12 | Issue 5

 Abstract

In this today's new era of digital technology , chatbots has evolved to provide various services to provide the automation.The main and primary focus of chatbot is to provide automation to to reduce response times. The Jarvis is a chatbot. The Jarvis is - Just A Rather Very Intelligent System . It is an AI chatbot . This chatbot is leverage by natural language processing . Its primary goal is to provide the meaningful information and enhace the accessibility. One of the vital feature of Jarvis is its enaging graphical user interface (GUI), it is precisely created using web development tools such as HTML and CSS. This GUI is elegant and easy to use.The chatbot has various functionality . The Jarvis recieves audio input and the outputs is delivered in various formats. It also ensures easy access and convenience for users. Whne audio input is received, the input is processed and provides relevant responses tailored to the user's needs. The Jarvis comprises of various features Chrome and YouTube automation. The chatbot is leveraged by speech recognition technology. Jarvis can various or perform various tasks As it also posses the feature of alaram it will help to remind its various things for example it can remind the employee of any of his meeting.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Chatbot, Artficial Intelligence, Jarvis, NLP

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The increase in the number of vehicles on the road is being observed day by day, and the responsibilities that should be upheld by vehicle owners are frequently neglected. To ensure that the rules defined by the RTO are adhered to by every vehicle owner, the "Vehicle Surveillance System using deep learning" is proposed. This system is designed to capture vehicle data through a web app, with the identification of vehicles being achieved through the recognition of their number plates and the extraction of characters from the plates. Once the vehicle's number plate is recognized, the vehicle's information and owner's details will be verified with RTO data using an Application Programming Interface (API). If any unfulfilled criteria are identified by the system, a notification will be generated. Vehicle detection is carried out using the Common Objects in Context Single Shot MultiBox Detection (COCOSSD) model, while the Russian model is utilized for number plate recognition. The extraction of characters from the number plate is executed through Optical Character Recognition (OCR), which includes character extraction and segmentation.

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 Keywords

Vehicle Compliance, Real-Time Monitoring, Number Plate Recognition, Character Extraction, COCOSSD Model, Russian Model, Optical Character Recognition (OCR), Application Programming Interface (API)

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract - The front mudguard of a conventional two-wheeler is essential for protecting the rider and vehicle from road debris and water splashes. Traditional mudguards made from metal or plastic often have poor vibration characteristics and durability. This research explores using synthetic fibers like carbon fiber, glass fiber, and Kevlar to improve these aspects. We design and fabricate prototype mudguards with these materials and analyse their performance using finite element analysis (FEA) and experimental modal analysis. Results show that synthetic fiber mudguards significantly reduce vibration amplitudes and improve resonance frequencies compared to conventional ones. The enhanced durability and lightweight nature of these materials also contribute to better handling and fuel efficiency. This study demonstrates the potential of synthetic fiber composites in automotive components, offering a path toward more robust and high-performance vehicle designs.

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 Keywords

Synthetic Fiber, Composite Materials, Two-Wheeler Front Mudguard, Vibration Dampening, Finite Element Analysis (FEA), Modal Analysis, Structural Integrity, Lightweight Design, Durability, Fuel Efficiency

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This projects endeavors to create a user-centered fake news detection model through the application of classification algorithms within the realm of machine learning. The central challenge involves constructing a model capable of accurately classifying news articles as genuine or fake based on their content, while also accounting for user perspectives and preferences. This undertaking entails careful algorithm selection, feature extraction, and the development of a decision-making framework that aligns with user concerns. The effectiveness of the model will be evaluated using established performance metrics like accuracy and precision, with a strong emphasis on ensuring the model's transparency and its integration of specific news categories that hold significance to users. By bridging the gap between technical advancements in machine learning and the diverse needs of users, this research aims to empower individuals to make well-informed determinations about the authenticity of news articles.

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 Keywords

Fake news prediction, Machine Learning, decision-making framework

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 Abstract

PRACHIN BHARTIYA SHALYA CHIKITSHA KA PRTHAM SANSKRUT GRANTH - SUSHRUT SHITA

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PRACHIN BHARTIYA SHALYA CHIKITSHA KA PRTHAM SANSKRUT GRANTH - SUSHRUT SHITA

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The implementation of the "Blockchain Oriented Effective Charity Process During Pandemics and Emergencies" project involves a systematic approach to revamp the existing charitable landscape. This begins with a comprehensive analysis of stake- holder requirements, understanding the nuances of aid distribution during crises. The heart of the system lies in the development of smart contracts that automate resource allocation, donation distribution, and verification processes. The purpose is to ensure that tracking of a person's contribution, and keeping money safe. This will help address the decline in public trust in charities. With blockchain, donations will be much higher publicly. The giver will be able to track his or her donations to help the poor, and beyond. The Donation System uses a blockchain to record everything that is done. Due to such properties of blockchains for data consistency and resistance, it further enhances project transparency and accountability.

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 Keywords

Blockchain, Database, Donor, Algorithm, Security, Donations.

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 Abstract

Mutual fund is an excellent product offering great flexibility and liquidity, which can be tailored to suit any investor's objective and it is affordable for the all people of different income levels and saving habits. Mutual funds now represent perhaps most appropriate investment opportunity for most investors. As financial markets become more sophisticated and complex, investors need a financial intermediary who provides the required knowledge and professional expertise on successful investing. As the investor always try to maximize the returns and minimize the risk. Mutual fund satisfies these requirements by providing attractive returns with affordable risks. Risk and return on investment is the major factor which affects the investor's decision. The investors usually opt for those investments where they can achieve high return by experiencing low risk. The effort here is to analyze the risk and return of mutual funds and therefore it is entitled as "Analysis of Risk and Return in Mutual Fund industry". The object of this research work is to know measures of risk and return associated with mutual funds investment and the preference of the clients in selecting the asset management company, portfolio mode of investment, and option for getting return and so on that they prefer. This study will further help the company to make its further planning and strategy. The research provided an interesting insight into awareness about the mutual fund's differences in age groups, occupation, income levels, risk taking ability of individuals, investment options preferred etc.

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Keywords: Mutual Funds, schemes Risk, Return, Investment

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In the present era the ability of Senior Secondary Students to embrace and appreciate Cultural differences is not only a skill, but a cornerstone of building inclusive communities, where senior secondary school students can thrive as empathetic global citizens.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Cultural Competence, Social Behavior, physical, moral, mental, ethical,social

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Creative Commons Attribution 4.0 and The Open Definition

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Drug use and domestic violence are major public health issues, with high rates of co-occurring issues reported in the literature. The National Family Health Survey shows that 3.1% of pregnant and married Indian women have experienced physical violence, while 29.3% have experienced domestic or sexual abuse. The pandemic has increased the number of female victims of domestic abuse. Substance abuse is linked to severe forms of violence, such as crimes against humanity. Factors such as the early beginning of illicit drug-related problems, male aggression, depressive disorders, and substance use symptoms are key to understanding the connection between drug abuse and domestic violence. Behavioral marital therapy and evaluating family violence and drug use are important factors affecting treatment involvement and outcome. Alcohol and drug abuse are linked to domestic violence, with males often having alcohol issues and heavy drinkers before violence. Addiction to drugs or alcohol by women can make them more vulnerable to abuse and limit their ability to defend themselves.

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Domestic violence, drug addiction, mental health

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Today social media overcome all the fields of Business, hospitality as well as education , and minimize the social skills of young people. Social media efficiently spread in all areas of society- trade, political affairs, media, marketing, law and crisis services. It has also become a key tool for aggravating thought, conversation around particular social issues. Social media is a transformer of messages simultaneously and approachable to community. Social media is rising exponentially day by day with in the past few years. Its really integrated part of people in daily lives and online social networking sites have caused deeply changes in the way people confabulate and interrelated. Age and accountability direct to prime of life and student tend to make use of time more wisely and appropriately and not waste it in social media. The rising esteem of social media sites in the middle of students demands and self-analysis the social behavior. Here the overview of the generality of social media addiction between students was estimate and compare, to evaluate the health and education habitats . An estimate the various factors related with social media obsession.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Social media, media, platform, technology, psychological changes, additions, physical problems.

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Creative Commons Attribution 4.0 and The Open Definition

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In this paper, the researcher delves into the obstacles that ESL (English as a Second Language) students face when trying to improve their oral communication skills and present effective solutions to help them overcome these challenges. The ability to effectively communicate verbally is crucial, especially in academic and professional environments. However, ESL students encounter unique challenges, such as language barriers, difficulty with accents, and self-confidence issues. Through our research, we have identified the main obstacles that impede ESL students in their journey to enhance their oral communication skills, such as the complexities of the English language, cultural differences, and the fear of being judged by native speakers. Furthermore, we propose practical solutions to tackle these issues, including the utilization of technology.

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Creative Commons Attribution 4.0 and The Open Definition

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ESL students, oral communication proficiency, pedagogical approaches, technology-assisted learning tools.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Sun based control is basically saddled from photovoltaic (PV) boards which are orchestrated in multiple clusters in a sun oriented cultivate or sun based framework. In any case, the proficiency of vitality created from PV boards is influenced by the amassing of clean and flotsam and jetsam, indeed on one board in an cluster. Sun oriented panel is helpless to amassed clean on its surface. The effectiveness of the sun powered board slowly decreases since of clean aggregation. Here an Arduino based sun powered board cleaning framework is designed and actualized for tidy evacuation. An ESP 32 controller are utilized to screen the water level of tank and stickiness, temperature. Those all parameter is appeared on firebase cloud. The proposed sun based board cleaner is waterless, temperate and programmed. Exploratory comes about appear that the proposed cleaning framework can work with an productivity of 87-96% for distinctive sorts of sand. This condition leads to the require for normal cleaning of the surface of PV boards. Current labour -based cleaning strategies for photovoltaic clusters are exorbitant in time, water and vitality utilization as well as missing in robotization capabilities. To overcome this issue, a completely programmed sun based panel cleaning framework with water is proposed. The plan utilizes an Arduino controller framework to control the operations amid the cleaning prepare which cleans the clean on the surface of the sun powered panel and makes strides its productivity.

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Arduino, Cleaning System, Dust Accumulation, Efficiency, IOT, Water level.

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Creative Commons Attribution 4.0 and The Open Definition

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The efficient maintenance of drainage systems is crucial for ensuring the smooth operation of urban infrastructure. However, clogging due to various residues poses a significant challenge, leading to blockages and potential environmental hazards. In response to this issue, this research presents a novel prototype model of a drain cleaner designed to effectively tackle such obstructions. The prototype incorporates innovative features aimed at enhancing cleaning efficacy while minimizing environmental impact. Through a combination of mechanical and chemical methods, the proposed drain cleaner offers a versatile solution adaptable to diverse drainage scenarios. This paper outlines the design, fabrication, and testing of the prototype, highlighting its potential applications and benefits for sustainable urban management.

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drain cleaner, prototype model, urban drainage, blockage removal, sustainable management

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In today's world of technology and due to speed running industries, the production rate has increased tremendously. Generally, manufacturing industries keep manufacturing same models with little variation in height, colour, weight, shape. And here sorting plays an important role. In such cases industries can't bare human errors for sorting these products. Thus it become necessary to develop Low Cost Automation (LCA) for sorting these products in accurate manner. Industrial automation mainly focuses on developing automations having low cost, low maintenance, long durability and to make systems user friendly as possible. Finally, here we have developed a LCA system for sorting the light weight objects on the basis of height variation using DC geared motors which is controlled by Programmable Logic Controller (PLC) and the conveyor in the system passes the object in front of sensors and thus sorting logic is decided. In many industrial applications there is need of sorting. Sorting can be done by using many ways like sorting of object according to their dimensions (height, length etc.), according to their colors, according to their weight, using machine vision (image processing), according to the material of an object etc. For example in Thermal Power Station electromagnetic sorting technique is used to sort ferromagnetic materials from coal. In this project, the development of a LCA (Low Cost Automation) system to sort objects according to their height has been designed. This LCA system is controlled by Programmable Logic Controller (PLC). This project consists of two parts, first consisting of software which contains ladder logic programming which is used to program PLC that controls the whole process of the project step by step according to input data sequence. Second is the hardware part which consists of conveyors used to transport the objects, sensors used to sense the height (i.e. laser sensors) of the objects, electronic system used to sort the objects and motors to drive the conveyors.

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5

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract-- In agriculture, now-a-days farming is the main source of income in the country but there are many challenges in farming. The main problem is crop are being affected by various diseases.so the income of the farmers is dependent on crop cultivation. So, to overcome these problems we need to have use various methods to prevent crop diseases. This holds the potential to significantly impact global food security and contribute to the advancement of precision agriculture, fostering a more resilient and productive farming ecosystem. The solution is been built using deep learning models like CNN, and image segmentation models using ML. So, the pre-existing systems of disease prediction is having some limitations. In terms of accuracy and time needed to find the solution. Therefore, the system we are proposing is been built to not have any of these limitations.

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 Keywords

Recommender System, Machine Learning and Data Science, Disease prediction, Classification, YOLO, Image Classification, Image Segmentation, CNN

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The peacock has always been a captivating bird that people all over the world admire. In India, it is especially valued, representing beauty, grace, and even something divine. Its presence in various art forms and craft traditions reflects the deep-rooted cultural significance and artistic appeal related to the peacock. The peacock motif occupies a significant place in traditional Indian jewellery. Thewa jewellery is a traditional form of Indian jewellery renowned for its exquisite craftsmanship and intricate designs. Designs in traditional Thewa jewellery are inspired by various themes that are culturally rooted and display the regal grandeur of Rajasthan. Among the traditional motifs in Thewa jewellery, peacock motifs stand out as one of the most preferred motifs even today due to their cultural significance and artistic appeal. The study explores the cultural significance and artistic expression of the peacock motif in Thewa jewellery. Data collected for the study using primary sources mainly includes interviews with Thewa craft practitioners and secondary sources includes images of peacock motifs in Thewa jewellery and existing literature on cultural significance of peacock. The artistic expression of the peacock motif has been studied through forms, sizes and placements in different Thewa jewellery products.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Motif, Peacock, Design, Thewa Jewellery

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Paddy waste like straw and stubble is being burnt by the farmers in Haryana due to continuous cropping and high labor costs. This has led to severe air pollution problems in the NCR. In this study four different varieties of PUSA paddy crop straws are collected and tested from five paddy cultivating districts of Haryana. The four varieties collected of PUSA are characterized physically and chemical analysis of the straw is done to understand the nature of the straw for Nitrogen, Organic carbon content, Phosphorus, and potassium in the straw. Then the straw is burnt in the flame chamber to understand its flame behavior. This study is done basically to understand the constituency of the paddy straw to estimate the loss happening by the burning of the stubble. Also, the burning behavior of the straw is studied to understand the effect of stubble burning on the air quality and the pollution level. This study is done to inform the farmers that the burning of straw is leading to a great loss and also affecting the air quality of Haryana and NCR region.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Physico-chemical characters, Organic Carbon content, Flame behavior, crop residue burning, Kjeldahl's method, Walkley and Black method, Bulk density, Porosity, Mineralizable Nitrogen, Carbon dioxide, Carbon monoxide, Sulphur, Volatile organic compounds.

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Creative Commons Attribution 4.0 and The Open Definition

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This abstract introduces a comprehensive lane detection and assistance system aimed at improving road safety and driving experience. Leveraging advanced computer vision algorithms, the system identifies and tracks lane boundaries in real-time, offering timely alerts and assistance to drivers to enhance navigation and prevent accidents. By integrating advanced image processing techniques, it ensures reliable performance across diverse environmental conditions, making it invaluable for enhancing vehicle safety and autonomy. Lane marking detection is pivotal for both advanced driving assistance systems and traffic surveillance systems, yet it faces numerous challenges such as light effects (e.g., shadows, reflections), obscured visibility due to adverse weather, lane marking occlusion by surrounding objects, and the presence of confusing lane features like guardrails and road dividers. To address these challenges comprehensively, the proposed project incorporates additional functionalities including pothole detection, object detection, and road sign detection. This multifaceted approach aims to create a robust and versatile system capable of enhancing driving safety and efficiency in a huge range of real-world scenarios.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Machine learning , Internet of things.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The prediction of students' academic achievement is crucial for universities to identify students at risk of academic failure. This paper aims to present data mining models using classification methods based on Support Vector Machine (SVM) algorithms to predict students' academic achievement after their preparatory year and to identify the algorithm that yields the best performance. Students' academic achievement is defined as High, Average, or Below Average based on their graduation CGPA. These models are applied to a newly created dataset consisting of 339 students and 15 features from the College of Information Technology (IT).

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 Keywords

Support Vector Machine (SVM), computer vision, neural network.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In a rapidly changing digital world, consumers express themselves through vast amounts of textual data, highlighting the significance of understanding their sentiments. The paper introduces a eclectic sentiment analysis system designed to provide actionable insights to businesses by analyzing consumer reviews from e-commerce platforms such as Amazon. Leveraging an ensemble learning model comprising Random Forest, XGBoost, LightGBM, and Linear Regression algorithms, the system extracts insightful information on customer attitudes and preferences. Through a multi-stage process encompassing data acquisition, preprocessing, sentiment analysis, and recommendation generation, the system offers personalized recommendations tailored to individual user profiles. The usefulness of the suggested approach is demonstrated by experimental findings, and prospective improvements, such as real-time flexibility and sophisticated machine learning approaches, are considered. The paper also highlights the significance of sentiment analysis in informing strategic decisionmaking and driving business success in today's digital marketplace.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Sentiment Analysis, Consumer Behavior, Customer Reviews, Business Intelligence.

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Creative Commons Attribution 4.0 and The Open Definition