Indian Journal of Computer Science and Technology最新文献

{"title":"Form Perfector","authors":"P. N. Shejwal, Aditya Joshi, Aryan Takle, Nikhil Koshti, Pratik J aiswal","doi":"10.59256/indjcst.20240301009","DOIUrl":"https://doi.org/10.59256/indjcst.20240301009","url":null,"abstract":"Home-based workouts are known to have significant health and fitness benefits, but it could be dangerous if not performed with proper posture. This could be due to a lack of sufficient training and bad habits, or the inability to afford a personal trainer to fix the individual's posture. With the current Artificial Intelligence technology, we are now able to achieve workout analysis by using computer vision approach without any involvement of personal trainer. This report discussed the approach of keypoint detection, human pose estimation and pose analysis that will be utilized to produce the proposed project through Rapid Application Development (RAD) methodology, which will monitor these procedures phase by phase. Pretrained model from MediaPipe was chosen as the main human key point detection, and various machine learning algorithms such as Linear Regression and Random Forest were studied to find the suitable algorithm to be implemented in detecting and analyze home workout postures. Furthermore, this research also studies on geometrical approach to determining proper and improper posture for analysis. These approaches were then compared to see which will produce the best results and user experience. Since machine learning approach does not produce the best result due to lack of training data and variety of other factors, the geometrical approach was chosen as the final approach before implementing it into desktop application. Keyword: Personal Trainer, Keypoint Detection, MediaPipe, Rapid Application Development.","PeriodicalId":512678,"journal":{"name":"Indian Journal of Computer Science and Technology","volume":"80 S1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140707866","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":"Beyond Extractive Methods – Navigating the landscape of Abstractive Summarization Methods","authors":"Sherilyn Kevin, Satish Mishra, Siddhi Sharma","doi":"10.59256/indjcst.20240301008","DOIUrl":"https://doi.org/10.59256/indjcst.20240301008","url":null,"abstract":"Today, millions of data are generated every hour, which highlights the need for summarizing all this data accurately and efficiently. Doing such a task manually is tedious. This welcomes the need for automatic summarizing techniques. Generating precise and concise summaries of long text data is a necessity. Automatic summarization includes two primary techniques- Extractive and Abstractive Summarization. Extractive Summarization uses important sentences and keywords to construct the summary whereas abstractive summarization understands the text and generates a summary. The encoder-decoder architecture is generally used for abstractive summarization. This study briefs about various transformer architectures, including T5, BART, and Pegasus. Furthermore, a comparative analysis of these models on the same data is presented and the result of the same is compared on scores with the manually generated summaries- ROUGE1, ROUGE2, and ROUGEL. The purpose of this study is to understand the advancement of abstractive text summarization models as well as to understand the strategies and their usefulness.","PeriodicalId":512678,"journal":{"name":"Indian Journal of Computer Science and Technology","volume":"3 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140713057","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":"Donation Campaign","authors":"R. Lakshmanan, N. Sakthivel","doi":"10.59256/indjcst.20240301007","DOIUrl":"https://doi.org/10.59256/indjcst.20240301007","url":null,"abstract":"In today's dynamic world, community development stands as a cornerstone for societal progress. However, numerous communities around the globe face various challenges hindering their growth and well-being. In response, our project aims to launch a donation campaign focused on addressing these challenges and fostering sustainable development within underserved communities. Through strategic planning and community engagement, we aspire to make a meaningful impact and create positive change on a grassroots level. The donation campaign seeks to address pressing issues such as poverty, education gaps, healthcare deficiencies, and environmental degradation within marginalized communities. By providing targeted assistance and resources, we aim to uplift these communities and empower individuals to break the cycle of poverty. The primary objective of the campaign is to mobilize resources and support from individuals, businesses, and organizations to fund initiatives that promote community development. These initiatives include but are not limited to providing access to education, healthcare services, clean water, sustainable livelihood opportunities, and environmental conservation efforts. Our campaign targets individuals and entities passionate about social impactand community development. This includes philanthropists, corporate entities with corporate social responsibility (CSR) initiatives, foundations, and individuals looking to make a difference in the lives of others. The campaign will employ a multi-faceted approach, utilizing various communication channels such as social media, traditional media, community events, and partnerships with local organizations to raise awareness and solicit donations. We will also leverage technology to facilitate easy and secure donation processes, ensuring transparency and accountability. The campaign will be executed in phases, starting with a comprehensive needs assessment to identify priority areas within target communities. Following this, fundraising activities will be initiated, alongside community engagement efforts to ensure buy-in and participation from local stakeholders. Funds raised will be allocated towards implementing sustainable solutions tailored to the specific needs of each community. Our donation campaign for community development represents a concerted effort to address systemic challenges faced by marginalized communities. By harnessing the collective power of donors and stakeholders, we aim to foster inclusive growth and create a brighter, more sustainable future for all. Join us in making a meaningful difference and building stronger, more resilient communities.","PeriodicalId":512678,"journal":{"name":"Indian Journal of Computer Science and Technology","volume":"28 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140740044","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":"Globe glider","authors":"R. Abinaya, Dr. D. Swamydoss","doi":"10.59256/indjcst.20240301006","DOIUrl":"https://doi.org/10.59256/indjcst.20240301006","url":null,"abstract":"Globe glider Tours and Travels aims to revolutionize the travel industry by offering a comprehensive platform that integrates seamless booking experiences, personalized trip planning, and cutting-edge travel recommendations. With an emphasis on leveraging advanced AI algorithms and machine learning techniques, Globe glider seeks to redefine the way travelers discover, plan, and embark on their journeys. Our platform will provide users with a holistic travel solution, from browsing destinations to booking accommodations, transportation, and activities, all tailored to their preferences and interests. Globe glider’s mission is the commitment to enhancing the traveler's experience through innovative technology and curated content. By harnessing vast datasets and employing sophisticated algorithms, our platform will deliver personalized recommendations for destinations, activities, and experiences based on each user's unique profile and past travel behavior. Additionally, Globeglider will offer real-time assistance and support throughout the travel journey, ensuring a seamless and stress-free experience from start to finish. In an ever-evolving travel landscape, Globe glider stands poised to empower travelers with the tools and resources needed to make informed decisions and create unforgettable experiences. With a focus on user-centric design, technological innovation, and unparalleled customer service, Globeglider aspires to become the go-to platform for travelers worldwide, facilitating seamless exploration, discovery, and adventure across the globe. Globeglider sets itself apart by prioritizing sustainability and responsible tourism practices. In an era where environmental conservation and ethical travel are paramount concerns, our platform will actively promote eco-friendly travel options, support local communities, and advocate for the preservation of cultural heritage sites. Through partnerships with eco-conscious suppliers and community-based tourism initiatives, we aspire to minimize the carbon footprint of travel while maximizing positive socio-economic impacts on host destinations. At the heart of GlobeGlider is a commitment to fostering a sense of exploration and connection among travelers. The application incorporates a user-centric approach, allowing individuals to customize their journeys based on preferences, interests, and travel goals. GlobeGlider not only streamlines the logistics of travel but also enhances the overall experience by offering curated suggestions, insider tips, and interactive maps. By combining convenience with a touch of adventure, GlobeGlider aims to empower users to embark on journeys that are not just destinations but transformative moments in their lives.","PeriodicalId":512678,"journal":{"name":"Indian Journal of Computer Science and Technology","volume":"17 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140744069","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":"Paw some Connection: Pet Adoption and Donation","authors":"Rajathi S, Sabareeshwaran D, Rakesh Kumar G, Meenakshi P, Padma Shree K","doi":"10.59256/indjcst.20240301005","DOIUrl":"https://doi.org/10.59256/indjcst.20240301005","url":null,"abstract":"\"Paw some Connection\" is a comprehensive project aimed at promoting pet adoption and facilitating donations for animal welfare organizations. The initiative seeks to address the growing issue of abandoned and stray animals by creating a user-friendly platform that connects potential pet parents with rescue animals in need of loving homes. This project integrates an intuitive adoption portal, where users can browse profiles of pets available for adoption, learn about their stories, and connect with shelters or foster families. Additionally, a streamlined donation system is incorporated to support the financial needs of these organizations, ensuring proper care, medical attention, and rehabilitation for rescued animals. The platform leverages modern technology and social media integration to amplify its reach, encouraging a wider audience to engage in the noble cause of providing safe and caring environments for animals. By fostering a sense of community and compassion, \"Paw some Connection\" aims to make a positive impact on the lives of both pets and humans, creating lasting connections that benefit all involved parties. Keywords: Comprehensive project, Promoting pet adoption, Facilitating donations, User-friendly platform.","PeriodicalId":512678,"journal":{"name":"Indian Journal of Computer Science and Technology","volume":"221 S713","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140222908","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":"Online Auction App","authors":"UdhayaKumar T, Thaaneshwar S, Duraimurugan Ck, Rajapandi P, Thameem Ulazhar S","doi":"10.59256/indjcst.20240301003","DOIUrl":"https://doi.org/10.59256/indjcst.20240301003","url":null,"abstract":"The online auction app described represents a sophisticated yet accessible platform, leveraging the robust capabilities of Firebase Real time Database and Firebase Storage. Its user- centric design fosters seamless interaction, enabling effortless login and signup processes for users eager to explore a treasure trove of valuable and rare products. Through a meticulously organized interface, users can not only peruse listings but also contribute their own prized possessions to the auction ecosystem, creating a dynamic marketplace of coveted items. The product description pages offer comprehensive insights accompanied by vivid imagery, empowering users to make informed decisions with confidence. Real-time bidding capabilities ensure an exhilarating experience, with automatic increments through proxy bidding ensuring fairness and efficiency. Moreover, the incorporation of secure payment gateways instills trust and reliability, enhancing the overall transactional experience. With a commitment to user satisfaction evident in its ad-free and free-of-charge model, this app stands as a testament to the seamless convergence of cutting- edge technology and user-centric design principles in the realm of online auctions. Keywords: Online auction app, Firebase Real time Database, Firebase Storage, User-friendly, Valuable and rare products, Login and signup, Product description, Bidding, Real-time updates, Proxy bidding, Secure payment gateways, User satisfaction, No ads, Free-of-charge, Seamless customization, Detailed information, Images, Categorization, Tags, Trustworthy transactional experience","PeriodicalId":512678,"journal":{"name":"Indian Journal of Computer Science and Technology","volume":"143 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140223883","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":"Digital Transformation in Tailoring:Thread Express Application","authors":"Gowtham S, Sanjeev R, Naveen prabhu M, ,. V. R, Rahamathunnisha A","doi":"10.59256/indjcst.20240301004","DOIUrl":"https://doi.org/10.59256/indjcst.20240301004","url":null,"abstract":"The Tailor Stitching Delivery Software innovates traditional tailor-client interactions with a digital platform, simplifying order processes. It guarantees a smooth experience by efficiently managing orders, facilitating seamless communication, and providing accurate delivery tracking for both tailors and clients. This software marks a significant shift in the conventional tailoring landscape, enhancing overall efficiency and user satisfaction. Both tailors and clients benefit from user-friendly interfaces designed for simplicity and ease of navigation, enhancing overall user experience. The inclusion of a streamlined process for accurate and convenient measurement collection, where clients can choose between providing old cloth for measurements or opting for a pickup service, further solidifies the commitment to a user-centric approach. Seamless integration with secure payment gateways facilitates hassle-free transactions, enabling clients to make payments within the application. Keywords: Digital Platform, Tailor-Client Interaction, Order Management, Real-Time Communication, Delivery Tracking.","PeriodicalId":512678,"journal":{"name":"Indian Journal of Computer Science and Technology","volume":" 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140221928","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":"Comparative Analysis of Program Execution Time Required by Python, R and Julia Compiler","authors":"Bhaveshbhai Rameshbhai Maheshwari","doi":"10.59256/indjcst.20240301002","DOIUrl":"https://doi.org/10.59256/indjcst.20240301002","url":null,"abstract":"As the popularity of high-level programming languages such as Python, R, and Julia continues to rise, the need for assessing their computational performance becomes paramount. This study aims to address the fundamental question: \"Which programming language is best suited for faster program execution among Python, R, and Julia?\" Through a series of trials, this paper investigates the execution time required by each language to solve five common programming problems: calculating the determinant of a large matrix, implementing Dijkstra's algorithm, conducting a Monte Carlo simulation, computing the Levenshtein distance between two strings, and simulating a Predator-Prey model. By comparing the performance of Python, R, and Julia across these tasks, we seek to provide insights into the relative strengths and weaknesses of each language in terms of computational efficiency. Keywords: Programming Language, Python, Julia, R, Performance Analysis, Model, Simulation.","PeriodicalId":512678,"journal":{"name":"Indian Journal of Computer Science and Technology","volume":"43 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140238925","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":"Stock Price Prediction Using LSTM","authors":"Sampada A. Kulkarni, Shubham Gurav, Aditya Lahade, Deepak Gudavalekar, Nagnath Sangale","doi":"10.59256/indjcst.20240301001","DOIUrl":"https://doi.org/10.59256/indjcst.20240301001","url":null,"abstract":"Wealth management tools manage and assign families, individuals, enterprises, and institutions to achieve the purpose of increasing and maintaining value to accelerate asset growth. Among them, in investment and financial management, favourite product of people for investment often stocks, because the stock market has great advantages and charm, especially compared with other investment methods. Designing robust and accurate predictive models for stock price prediction has been an active area of research over a long time. Developing an accurate stock prediction method can help investors in making profitable decisions by reducing the investment risks. Our proposition includes a regression model built on long-and-short-term memory (LSTM) network-based predictive models. These spatial features are then fed into LSTM layers, which capture temporal dependencies and long-range correlations in the time series data. The combination of these two architectures enhances the model's ability to capture both short-term fluctuations and long-term trends in stock prices. This system will provide accurate outcomes in comparison to currently available stock price predictor algorithms. The network is trained and evaluated with various sizes of input data to urge the graphical outcomes. This system will provide accurate outcomes in comparison to currently available stock price predictor algorithms Keywords: Long and Short-Term Memory, Time-Series Data, Recurrent Neural Network.","PeriodicalId":512678,"journal":{"name":"Indian Journal of Computer Science and Technology","volume":"194 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140449802","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}