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Volume 13 | Issue 6 |

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  Paper Title: Regulatory framework and its influence on fintech consumer experience in India

  Author Name(s): Mrs. Deepa Muthumani Ravikumar, Dr. Ramraj T. Nadar

  Published Paper ID: - IJCRT2506933

  Register Paper ID - 289966

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2506933 and DOI : https://doi.org/10.56975/ijcrt.v13i6.289966

  Author Country : Indian Author, India, 400706 , Navi-Mumbai-400706, 400706 , | Research Area: Science and Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2506933
Published Paper PDF: download.php?file=IJCRT2506933
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2506933.pdf

  Your Paper Publication Details:

  Title: REGULATORY FRAMEWORK AND ITS INFLUENCE ON FINTECH CONSUMER EXPERIENCE IN INDIA

 DOI (Digital Object Identifier) : https://doi.org/10.56975/ijcrt.v13i6.289966

 Pubished in Volume: 13  | Issue: 6  | Year: June 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science and Technology

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 6

 Pages: h948-h950

 Year: June 2025

 Downloads: 222

  E-ISSN Number: 2320-2882

 Abstract

The rapid evolution of financial technology (fintech) has revolutionized the way consumers interact with financial services in India. With the proliferation of digital payment systems, neobanks, peer-to-peer lending platforms, and robo-advisors, consumer engagement in the financial sector has undergone a dramatic transformation. However, this progress raises significant regulatory concerns related to data privacy, cybersecurity, financial inclusion, and consumer protection. This paper explores the existing regulatory landscape governing fintech in India, focusing on the role of the Reserve Bank of India (RBI), the Securities and Exchange Board of India (SEBI), and other key institutions. It evaluates how these regulations influence the consumer experience in terms of trust, accessibility, innovation, and transparency. The study also highlights regulatory challenges and suggests ways to create a balanced framework that promotes innovation while safeguarding consumer interests. The paper concludes by emphasizing the need for adaptive, technology-neutral, and consumer-centric regulatory policies to foster sustainable fintech growth in India.


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 Keywords

Fintech, Consumer Experience, Regulatory Framework, India, RBI, SEBI, Digital Payments, Financial Inclusion, Data Privacy, Consumer Protection, Innovation, Cybersecurity, Financial Regulation

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Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: AI-ARTIFICIAL INTELLIGENCE BASED HOME AUTOMATION IS TRANSFORMING TRADITIONAL LIVING SPACES INTO INTELLIGENT ENVIRONMENTS THROUGH THE INTEGRATION OF INTERNET OF THINGS (IOT) DEVICES AND SMART CONTROL SYSTEMS

  Author Name(s): Bhavani, Dr. K. Naveen Kumar, Abdul Raqeeb, Mani Sharma, Kalyani

  Published Paper ID: - IJCRT2506932

  Register Paper ID - 289944

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2506932 and DOI :

  Author Country : Indian Author, India, 500062 , Hyderabad, 500062 , | Research Area: Science and Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2506932
Published Paper PDF: download.php?file=IJCRT2506932
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2506932.pdf

  Your Paper Publication Details:

  Title: AI-ARTIFICIAL INTELLIGENCE BASED HOME AUTOMATION IS TRANSFORMING TRADITIONAL LIVING SPACES INTO INTELLIGENT ENVIRONMENTS THROUGH THE INTEGRATION OF INTERNET OF THINGS (IOT) DEVICES AND SMART CONTROL SYSTEMS

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 6  | Year: June 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science and Technology

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 6

 Pages: h935-h947

 Year: June 2025

 Downloads: 201

  E-ISSN Number: 2320-2882

 Abstract

Home automation is transforming traditional living spaces into intelligent environments through the integration of Internet of Things (IoT) devices and smart control systems. This project presents a low-cost, scalable, and intelligent home automation system utilizing the NodeMCU (ESP8266) microcontroller and the Cadio mobile application as a control and monitoring platform. The system enables users to remotely manage household appliances--such as lighting, fans, and other electronic devices--via Wi-Fi connectivity and cloud-based communication. The Cadio app serves as an intuitive and flexible interface, allowing users to interact with connected devices without the need for complex coding or hardware modifications. It supports real-time monitoring, custom dashboards, and multi-device management, which makes it ideal for both novice users and developers. The NodeMCU collects sensor data and sends status updates to the Cadio cloud, while receiving control commands from the mobile application. To enhance the automation experience, basic AI functionalities such as rule-based automation, time scheduling, and conditional triggers are integrated. These AI features allow the system to make intelligent decisions based on sensor inputs--like turning off lights when no motion is detected or adjusting fan speed based on temperature readings. Advanced extensions can also include voice assistant integration, energy consumption analysis, and predictive maintenance alerts. This implementation demonstrates how combining the simplicity of NodeMCU hardware with the power of the Cadio app and AI-driven logic creates a robust home automation solution. The system is highly customizable, energy-efficient, and offers an accessible entry point for smart home development.


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 Keywords

Home Automation,Internet of Things, nodeMCU ESP8266, Cadio Mobile Application, Voice Assistant Integration, Cloud.

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Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Medieval Archeology of Jajpur, Odisha: An Exploration of Indo -Islamic Monuments

  Author Name(s): Jeenapriyanka Jethi, Rachana Das

  Published Paper ID: - IJCRT2506931

  Register Paper ID - 289943

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2506931 and DOI : https://doi.org/10.56975/ijcrt.v13i6.289943

  Author Country : Indian Author, India, 756020 , Balasore, 756020 , | Research Area: Social Science All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2506931
Published Paper PDF: download.php?file=IJCRT2506931
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2506931.pdf

  Your Paper Publication Details:

  Title: MEDIEVAL ARCHEOLOGY OF JAJPUR, ODISHA: AN EXPLORATION OF INDO -ISLAMIC MONUMENTS

 DOI (Digital Object Identifier) : https://doi.org/10.56975/ijcrt.v13i6.289943

 Pubished in Volume: 13  | Issue: 6  | Year: June 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Social Science All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 6

 Pages: h923-h934

 Year: June 2025

 Downloads: 269

  E-ISSN Number: 2320-2882

 Abstract

Jajpur, a historically significant region in Odisha, holds a rich archaeological heritage that reflects the cultural and architectural synthesis of various dynastic influences. While primarily known for its Hindu and Buddhist antiquities, the medieval period saw the emergence of Indo-Islamic architectural traditions, shaped by the region's evolving political and social landscape. This study explores the medieval archaeology of Jajpur, focusing on the Indo-Islamic monuments that stand as testaments to cultural integration and artistic exchange. By examining mosques, tombs, and other structures, this research highlights their architectural features, construction techniques, and historical significance. The study also delves into the role of Sufi saints and the gradual spread of Islamic influences, emphasizing the coexistence of diverse traditions. Through an analysis of material culture, inscriptions, and historical records, this research aims to provide a comprehensive understanding of Jajpur's Indo-Islamic heritage and its broader implications for medieval Odisha's socio-religious landscape.


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 Keywords

Key Words: Indo-Islamic, Monument, Archaeology, Jajpur, Architecture.

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Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Amalaki Beej Churna orally and Lodhradi Yoni Varti in the management of Kaphaja Yoni Vyapad (Vulvovaginal Candidiasis) :A Case Study

  Author Name(s): Dr. Pragya Arya, Dr. Rashmi Sharma

  Published Paper ID: - IJCRT2506930

  Register Paper ID - 287669

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2506930 and DOI :

  Author Country : Indian Author, India, - , -, - , | Research Area: Science and Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2506930
Published Paper PDF: download.php?file=IJCRT2506930
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2506930.pdf

  Your Paper Publication Details:

  Title: AMALAKI BEEJ CHURNA ORALLY AND LODHRADI YONI VARTI IN THE MANAGEMENT OF KAPHAJA YONI VYAPAD (VULVOVAGINAL CANDIDIASIS) :A CASE STUDY

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 6  | Year: June 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science and Technology

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 6

 Pages: h914-h922

 Year: June 2025

 Downloads: 217

  E-ISSN Number: 2320-2882

 Abstract

Kaphaja Yoni Vyapad is one of the most prevalent and pressing issues that women world-wide deal with. White discharge from the vagina, itching and minor vaginal pain are the symptoms. Based on the primary complaints and an assessment of the illness, Valvo vaginal Candidiasis and Kaphaja Yoni Vyapad are compared. For this issue, numerous treatments are recommended; nevertheless, they are not without adverse effects and recurrence. Therefore, choosing the right course of treatment is crucial. Methodology: Here is a case report of a patient with complaints of Kaphaja Yoni Vyapad diagnosed vaginal candidiasis by High vaginal swab culture test selected from Outpatient Department of Sanjeevani Ayurveda hospital jodhpur PGIA jodhpur Rajasthan. Lohradi Yoni Varti for 7 days for two cycle and Amlaki Beej Churna orally will be given to the patients for 2 months.Results: Local therapies such as Sthanika Chikitsa have lot of potential in treating Yoni Vyapad and in the drugs with its Guna Karma helps in breaking the Samprapti of Kaphaja Yoni Vyapas. Discussion: Amlaki Beej Churna orally as Shaman Ausadh and Sthanik Chikitsha Lohradi Yoni Varti use as Sthanik Chikitsha.,those drugs having Guna Karma Soshan Sthambhan ,, Ropana, Yonidoshahara, Kandugna properties helps for the treatment of Kaphaja Yoni Vyapad.


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 Keywords

Kaphaja Yoni Vyapad, Pichhila, Sheetala Srava, Amalaki Beej Churna orally and Lodhradi Yoni Varti,VVC(Valvovaginal Canadidiasi)

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Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: The Economics of Missing Out: FOMO-Driven Consumer Behaviour and Its Impact on Sustainable Development

  Author Name(s): Dr Manjula Mallya M, Dr. Nisha Yuvaraj, Dr V. Basil Hans

  Published Paper ID: - IJCRT2506929

  Register Paper ID - 289981

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2506929 and DOI :

  Author Country : Indian Author, India, 575001 , Mangalore, 575001 , | Research Area: Medical Science All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2506929
Published Paper PDF: download.php?file=IJCRT2506929
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2506929.pdf

  Your Paper Publication Details:

  Title: THE ECONOMICS OF MISSING OUT: FOMO-DRIVEN CONSUMER BEHAVIOUR AND ITS IMPACT ON SUSTAINABLE DEVELOPMENT

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 6  | Year: June 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Medical Science All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 6

 Pages: h906-h913

 Year: June 2025

 Downloads: 311

  E-ISSN Number: 2320-2882

 Abstract

In an age dominated by digital connectivity, the Fear of Missing out (FOMO) has emerged as a potent psychological and economic force, significantly shaping consumer behaviour. This paper explores the intersection of FOMO-driven consumption patterns and the pursuit of sustainable development. Through a multidisciplinary lens integrating behavioural economics, environmental psychology, and sustainability studies, this research examines how FOMO influences impulsive consumption, undermines eco-conscious decision-making, and contributes to environmental degradation. Drawing on global and Indian case studies, digital marketing analyses, and youth behavioural trends, the study identifies key challenges and offers policy recommendations to align consumer culture with the goals of sustainable development. The paper concludes that addressing FOMO at both structural and behavioural levels is essential for fostering responsible consumption and achieving the Sustainable Development Goals (SDGs).


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 Keywords

FOMO, consumer behaviour, sustainability, impulsive consumption, digital economy, SDGs, environmental psychology

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Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Study on Multicultural Approach in the Novels of Aravind Adiga

  Author Name(s): Dr. Bhupendra Kumar Singh

  Published Paper ID: - IJCRT2506928

  Register Paper ID - 286828

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2506928 and DOI :

  Author Country : Indian Author, India, 202001 , Aligarh, 202001 , | Research Area: Arts All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2506928
Published Paper PDF: download.php?file=IJCRT2506928
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2506928.pdf

  Your Paper Publication Details:

  Title: STUDY ON MULTICULTURAL APPROACH IN THE NOVELS OF ARAVIND ADIGA

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 6  | Year: June 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Arts All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 6

 Pages: h901-h905

 Year: June 2025

 Downloads: 193

  E-ISSN Number: 2320-2882

 Abstract

Aravind Adiga's The White Tiger, Between the Assassinations and Last Man in Tower move toward the old set up of society were losing ground. This research paper attempts to trace the various ways in which multicultural approaches have been used in relation to Post colonialism. The relationship between history and culture, reality and its representations, society and aesthetics has been discussed. This paper focuses on impacts of globalization, identity crises, society, culture - Indian village culture as well as life and culture in metropolitan cites. Adiga's novels explore the conditions between old and new generations, impacts of technology on social changes and degradation of contemporary society. This paper displays political, historical and linguistic differences in the view of ethnic, class and gender perspectives.


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 Keywords

Multicultural Approach, Post colonialism, Culture, Society, Globalization and Identity Crises

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Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: A STUDY ON RISK MANAGEMENT STRATEGIES FOR E- COMMERCE TECHNOLOGY IN BUSINESS SPECIAL PREFERENCE WITHIN TAMILNADU

  Author Name(s): Dr .M.R. Chandrasekar, M. Suman

  Published Paper ID: - IJCRT2506927

  Register Paper ID - 289991

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2506927 and DOI :

  Author Country : Indian Author, India, 641015 , coimbatore, 641015 , | Research Area: Management All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2506927
Published Paper PDF: download.php?file=IJCRT2506927
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2506927.pdf

  Your Paper Publication Details:

  Title: A STUDY ON RISK MANAGEMENT STRATEGIES FOR E- COMMERCE TECHNOLOGY IN BUSINESS SPECIAL PREFERENCE WITHIN TAMILNADU

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 6  | Year: June 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Management All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 6

 Pages: h894-h900

 Year: June 2025

 Downloads: 169

  E-ISSN Number: 2320-2882

 Abstract

The growth of e-commerce has been significant in India over the past few years, and it has provided a platform for businesses to reach consumers in a much more efficient way. However, this also exposes consumers to various digital risks. Digital risks refer to the various risks that consumers face when they engage in e-commerce activities. Some of the significant digital risks include data breaches, cyber-attacks, phishing, identity theft, and fraudulent transactions. These risks can cause significant damage to both consumers and e-commerce businesses. Consumers can lose their personal information, suffer financial losses, and even face reputational damage. E-commerce businesses can face significant financial losses, damage to their brand reputation, and legal issues. Effective risk management strategies are essential for mitigating these risks and ensuring the continued growth and success of ecommerce businesses. Companies must adopt a proactive approach to identify, assess, and manage potential risks to protect both their assets and their customers' interests.


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 Keywords

The growth of e-commerce

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Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: A Study on Academic Motivation, Depression, Anxiety and Stress in FirstGeneration College Students in Sundarbans

  Author Name(s): SAMPA ADHYA

  Published Paper ID: - IJCRT2506926

  Register Paper ID - 289860

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2506926 and DOI :

  Author Country : Indian Author, India, 700051 , Kolkata, 700051 , | Research Area: Social Science All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2506926
Published Paper PDF: download.php?file=IJCRT2506926
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2506926.pdf

  Your Paper Publication Details:

  Title: A STUDY ON ACADEMIC MOTIVATION, DEPRESSION, ANXIETY AND STRESS IN FIRSTGENERATION COLLEGE STUDENTS IN SUNDARBANS

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 6  | Year: June 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Social Science All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 6

 Pages: h875-h893

 Year: June 2025

 Downloads: 190

  E-ISSN Number: 2320-2882

 Abstract

The present study aimed to find the difference in the level of Academic Motivation, Depression, Anxiety, and Stress in first-generation male and female college students, and also to find out the relationship between Academic Motivation, Depression, Anxiety, and Stress in both groups. For this purpose, 200 students were selected following the criteria of inclusion. They were divided into two groups, first-generation male students (N=100) and first-generation female students (N=100). Finally, they were assessed on Academic Motivation, Depression, Anxiety, and Stress with AMS C-28 and DASS-21. The result of the present study shows that male and female college students of first-generation do not differ in their Academic Motivation and Depression, but female students have more Anxiety and Stress, compared to male students. In case of male students, Academic Motivation and Depression are negatively correlated, and the relationship is low, and other variables do not show a significant relationship. But in the case of the female, all variables Depression, Anxiety, and Stress are negatively correlated with Academic Motivation, and the relationship is weak, but Anxiety, Stress, and Depression have a moderate positive relationship.


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 Keywords

academic motivation, depression, anxiety, stress, first-generation college students

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Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Dehumanization and Exploitation: A Comparative Analysis of Racism, Fetishization, and Colorism in Bessie Head's A Collector of Treasures and Jordan Peele's Get Out

  Author Name(s): Khushi Kirandeep, Dr. Kajal Chaudhary

  Published Paper ID: - IJCRT2506925

  Register Paper ID - 290006

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2506925 and DOI : https://doi.org/10.56975/ijcrt.v13i6.290006

  Author Country : Indian Author, India, 121003 , Faridabad, 121003 , | Research Area: Arts All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2506925
Published Paper PDF: download.php?file=IJCRT2506925
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2506925.pdf

  Your Paper Publication Details:

  Title: DEHUMANIZATION AND EXPLOITATION: A COMPARATIVE ANALYSIS OF RACISM, FETISHIZATION, AND COLORISM IN BESSIE HEAD'S A COLLECTOR OF TREASURES AND JORDAN PEELE'S GET OUT

 DOI (Digital Object Identifier) : https://doi.org/10.56975/ijcrt.v13i6.290006

 Pubished in Volume: 13  | Issue: 6  | Year: June 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Arts All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 6

 Pages: h869-h874

 Year: June 2025

 Downloads: 309

  E-ISSN Number: 2320-2882

 Abstract

This research paper aims to explore the intersection of Bessie Head's work 'A Collector of Treasures, and Jordan Peele's movie 'Get Out' are deeply interwoven through their exploration of racism, oppression, and the struggle for individuality within oppressive social structures. Both works highlight the pervasive impact of racial and gender-based discrimination, portraying how Black individuals especially women struggle for autonomy. In the text 'A Collector of Treasures', Head presents the dire situation of women in African society, focusing on oppressive gender roles and the violence both mental and physical inflicted on women seeking independence, and their individuality. Similarly, In 'Get Out, the movie exposes the deep-rooted evil practices of racial exploitation, with the protagonist, Chris, experiencing modern-day enslavement under the guise of liberal acceptance. The Themes of colorism and dehumanization manifest in both works, with 'Get Out' critiquing the society's fetishization of Black bodies, while Head explores how beauty standards are mechanized against women. Furthermore, both the text and the cinematic adaptation examines the exploitation of sexuality as addressed by Head how men abandon their responsibilities while making women suffer, 'Get Out' presents the use of interracial relationships as a tool for control and manipulation in contemporary times. Eventually, both the narratives criticize the societal structures that entrap Black individuals, emphasizing their fight for liberation. By intertwining these themes, 'Collector of Treasures' and 'Get Out' serve as powerful commentaries on the enduring struggles against racial and gender-based oppression.


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 Keywords

Black Bodies, Colorism, Exploitation, Dehumanization, Discrimination, Fetishization, Oppression, Racism.

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Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Dynamic Hand Gesture Recognition Using Multi- Branch Attention Based Graph and General Deep Learning Model

  Author Name(s): Jessy Jose, Adarsha D, Dr. Kusumadhara. S

  Published Paper ID: - IJCRT2506924

  Register Paper ID - 289934

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2506924 and DOI :

  Author Country : Indian Author, India, 570017 , Mysuru, 570017 , | Research Area: Science and Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2506924
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  Your Paper Publication Details:

  Title: DYNAMIC HAND GESTURE RECOGNITION USING MULTI- BRANCH ATTENTION BASED GRAPH AND GENERAL DEEP LEARNING MODEL

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 6  | Year: June 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science and Technology

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 6

 Pages: h862-h868

 Year: June 2025

 Downloads: 218

  E-ISSN Number: 2320-2882

 Abstract

Communication is one of the most powerful and essential tools of human existence. It is through communication that individuals express their ideas, convey emotions, form social bonds, and participate meaningfully in society. However, for millions of people around the world living with visual, hearing, or speech impairments, the ability to communicate and navigate their environment independently remains a persistent challenge. These barriers can lead to social isolation, decreased mobility, and reduced quality of life.In response to these challenges, this project presents an integrated assistive technology solution designed to empower individuals with such impairments. The system combines two core functionalities: a voice-assisted navigation system for visually impaired users, and a sign language recognition module for individuals with speech or hearing disabilities.The navigation module uses a combination of sensors (such as ultrasonic or LiDAR) and artificial intelligence to detect obstacles in the user's path. It delivers real-time audio feedback, guiding users safely through their surroundings and reducing the risks associated with independent mobility. This system is especially helpful in urban environments where navigating streets, avoiding obstacles, or crossing roads can be daunting without visual assistance.In parallel, the sign language recognition module utilizes a camera to capture hand gestures and interprets them using computer vision techniques and machine learning algorithms. These gestures are then translated into audible speech or on-screen text, enabling users with speech impairments to communicate more effectively with others, even in environments where interpreters or other aids are unavailable.What sets this project apart is its focus on simplicity, accessibility, and affordability. Designed with the end-user in mind, the system uses cost-effective components and prioritizes portability and ease of use. This ensures that the benefits of advanced assistive technology can reach underserved populations, including those in low-resource settings.Ultimately, this project is not just about technological innovation--it is about human dignity. It aims to restore a sense of independence, confidence, and connection for individuals who are often marginalized by communication and mobility barriers. By leveraging modern technology with compassion and purpose, the system serves as a step toward a more inclusive and equitable society.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

AI, Machine Learning, Convolutional Neural Networks, Python, Open cv, Tesseract, espeak.

  License

Creative Commons Attribution 4.0 and The Open Definition



Call For Paper September 2026
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
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