Volume 11 | Issue 5 |

 Abstract

Diaspora in the modern era can be defined as a group of people who migrated from their land of origin to another. Even as the diaspora suffer marginalization, women and the Queer suffer double marginalization as 'the other within the other.' Most diasporic studies focus on the issues of the entire community, with barely any emphasis on women. This has caused the expurgation of the suffering endured by migrant women. From their insufficient pay to their poor working and staying conditions, the state of women immigrant workers is horrifying. Indian women diasporic writers have tried to represent this invisibility through their works in recent times. This paper is an attempt to understand the erasure of the female diaspora in the Indian context, making an in-depth study of Jhumpa Lahiri's The Lowland, Anita Desai's Clear Light of Day, and Chitra Banerjee Divakaruni's The Unknown Errors of Our Lives. This study aims to understand how migrant women workers experience exclusion from within their own community. The invisibility and erasure of the female diaspora within the economy and the reasons that are associated with it are some of the main points of focus of this research. The study also focuses on how this invisibility of the female diaspora affects the migrant queer female individuals. The paradigm of this study is Sociological, Psychological, and Cultural primarily.

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 Keywords

Diaspora, Female Immigrant Workers, marginalization, Sociological, Psychological, Cultural, Economic

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Creative Commons Attribution 4.0 and The Open Definition

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Creating a caption for an image is the aim of the project. Making a description for an image is called photograph captioning. It demands an understanding of the crucial elements, as well as their traits and interrelationships. The elements of an image We can now develop models that can forecast the future since deep learning techniques have advanced and massive datasets and computer power are now readily available. Construct captions for a photo. This is what we did in our Python-based research using CNN (convolutional neural networks), a form of the neural network, and LSTM (long short-term memory), another type of neural network. combining many RNN (Recurrent Neural Network) classes to enable computer vision A photograph can be shown in the appropriate context by a computer after being recognized by that context.

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CNN, LSTM, RNN

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Creative Commons Attribution 4.0 and The Open Definition

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Human activity recognition plays a significant role in human-to- human interaction and interpersonal relations. The human ability to recognize another person's activities is one of the main subjects of study of the scientific areas of computer vision and machine learning. With the advent of miniaturized sensing technology, which can be body-worn, it is now possible to collect and store data on different aspects of human movement under the conditions of free living. This technology has the potential to be used in automated activity profiling systems which produce a continuous record of activity pat-terns over extended periods of time. Such activity profiling systems are dependent on classification algorithms which can effectively interpret body-worn sensor data and identify different activities. This article reviews the different techniques which have been used to classify normal activities and/or identify falls from body-worn sensor data. The review is structured according to the different analytical techniques and illustrates the variety of approaches which have previously been applied in this field. Although significant progress has been made in this important area, there is still significant scope for further work, particularly in the application of advanced classification techniques to problems involving many different activities.

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 Keywords

Deep Learning, Logistic Regression, Activity Recogniton, Neural Network

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The primary focus of Plastic Eco-Redeemer vending machine is the collection process of plastic water bottles and using mobile applications for giving away rewards. It is a technique that may be used to boost the rate of recycling. It can also be a responsible technique to lessen the plastic waste such as water bottle that are discarded without knowledge the plastic waste can be recycled. This device can be set up in numerous areas including railway station, bus stops, airports, and other public spaces. Plastic bottles are significant source of waste Recycling may reduce the amount of plastic water bottles thrown to trash or landfills. In addition of helping to decrease the plastic waste. It also helps to decrease energy usage and greenhouse gases emission. It also assists to generate employment We can save several resources such as oil & gas by recycling plastic Waste. The machine works by operating Using QR code scanner and inserting water bottle into the vending machine. This process is very user friendly and simple in front end and back end. Initial calculations are performed in the mobile application and the weight and exchange price will be displayed.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

- Eco Redeemer, vending machine, Mobile application, Plastic bottles, Recycling, QR code, Employment, Frontend, Back end, Weight, Process. Exchange price.

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Creative Commons Attribution 4.0 and The Open Definition

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To make sure the safety and effectiveness of herbal medicines used in national medicine in the region and elsewhere in the world, So provide research methods to assess the safety and efficacy of herbal medicines for members to develop their own methods for researching herbal medicine and also to facilitate the exchange of research and other information to maintain a large database of evidence on the uses of Herbalism. In India, more than 70% of the population uses herbal medicine for health. India has one of the wealthy botanical traditions in the world. About 25,000 potent herbal formulations are used in traditional medicine and are widely known in rural communities in India. This is more than 1.5 million practitioners of traditional medicine who use medicinal plants for prophylactic and therapeutic purposes. It is estimated that India has more than 7,800 pharmaceutical manufacturing companies consuming around 2,000 tonnes of medicinal herbs per year, and India's share in herbal exports is US$63 billion, accounting for only 0.2% of the global herbal market.

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Safety, Efficacy, Herbal medicines, WHO & ICH Guidelines, Valerian Drug.

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Inqilab (1955) is the most important work of fiction by K.A. Abbas. It depicts the struggle for freedom between the Jalianwallah Bagh massacre and the Gandhi-Irwin pact. Although it shows the forces of imperialism exercising control over the situation but the rise of democratic and revolution forces is also properly demonstrated. The rising up of different sections of society against the colonial rule and their strength is a source of hope for Indian people. The novel describes non-violent agitations, peasant movement, trade union activities and activities of revolutionaries like Bhagat Singh, Gandhi, Nehru, Vallabhai Patel and Subhas Chandra Bose and many other national leaders appear as living characters in this novel. The characters of fiction interact with these real historical figures and a live dialogue is established communicating to the readers the very spirit of the freedom struggle of India. Their commitment, their devotion, their courage and the spirit of sacrifice fill up the reader's heart with excitement. Most important is the participation of the common people in the movements, Non-cooperation, Khilafat movement, use of indigenous clothes, discarding government's educational and administrative machinery etc. were the ways through which millions of people participated in struggle for freedom. Abbas describes the famous Bardoli Peasant's movements.

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 Keywords

Inqilab, Bardoli, Bhagat Singh, Gandhi,

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Creative Commons Attribution 4.0 and The Open Definition

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Start-up Achiever is a blockchain-based crowdfunding platform that connects investors directly to start-ups without the use of a middleman. It eliminates centralized authority systems and payment transfer between two parties to make the entire process more decentralized. It enables any start-up to raise money by allowing them to upload their pitches and develop smart contracts that allow contributors to govern the money invested and project creators and investors to efficiently raise and reserve financing.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Fundraising, Blockchain, Startup, Transaction,Smart Contract, Crypto Currency

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

इस शोधपत्र में शोधार्थी ने सामाजिक नवाचार के जुड़ाव के साथ ग्रामीण उद्यमिता की संकल्पना को कुछ विद्वानों के नवीन कार्यों के माध्यम से समझाने का प्रयास किया है कि किस प्रकार ग्रामीण उद्यमिता विभिन्न कारकों से प्रभावित होती हुई समय के साथ ग्रामीण क्षेत्रों का मार्ग विकास की ओर उन्मुख करती है। सामाजिक नवाचार, ग्रामीण उद्यमिता और विकास के बीच सम्बन्ध स्थापित करते हुए स्कॉटलैंड, पुर्तगाल, आयरलैंड तथा नार्डिक देशों का अध्ययन किया गया। ग्रामीण क्षेत्रों में नवाचारों के बारे में बात करते हुए इससे सम्बन्धित नवीन अवधारणाओं पर भी चर्चा की गई है। शोधार्थी ने कुछ चुनिंदा शोधकार्यों को आधार बनाते हुए ग्रामीण उद्यमिता को ग्रामीण विकास की कुंजी के रूप में प्रस्तुत करते हुए इससे होने वाले लाभों का भी जिक्र किया है। यह अध्ययन किसी भी प्रशासनिक स्तर पर ग्रामीण उद्यमिता के महत्व को बताने में सक्षम होगा।

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 Keywords

कुंजी शब्द- ग्रामीण उद्यमिता, ग्रामीण विकास, सामाजिक नवाचार, ग्रामीण नवाचार, ग्रामीण रोजगार, ग्रामीण उद्यमी, उद्यमशीलता ।

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Climate change has become one of the most emerging issues of current time, with devastating consequences that are already being felt around the world. Climate disasters such as hurricanes, floods, droughts, and wildfires have become more frequent and severe, causing significant damage to infrastructure, property, and human life. In this research paper, we explore the impacts of climate disasters and the strategies that can be used to mitigate their effects. We examine the causes of climate change, the key indicators of its impacts, and the ways in which climate disasters are affecting different regions of the world. We also analyse the potential solutions to climate change, including mitigation and adaptation strategies, and discuss the role of governments, businesses, and individuals in addressing this global crisis.

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Natural calamities, Droughts, Human activities and Global crisis.

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Creative Commons Attribution 4.0 and The Open Definition

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Large-scale public opinion campaigns and internet portals that encourage people to customize content result in a lot of duplicate papers, which raises processing and storage costs but is rarely a severe issue. Duplicate papers are frequently found in media collections. While writers may make small changes to previous articles by adding new information or making minor corrections, editors often modify verified articles to suit print editions or include local context. These practices contribute to the presence of duplicated content within media collections. Since great precision is required for real-time applications, it is vital to eliminate nearly identical documents from collections. To identify duplicate articles, we suggested a system that uses the hashing technique along with a hash index and similarity. Nowadays, due to the rapid development of electronic media and the large number of articles created online, duplication detection is required. Additionally, there is a clear connection between plagiarism in article content and the duplication of articles. Newspaper articles have been the subject of most of the previous research on duplicate detection. Further research has been done on finding duplicate content in the most recent internet articles. The proposed system will concentrate on finding duplicate articles. The fingerprinting approach and hash index are used in our suggested system to find duplicate articles. To validate our proposed approach, 'Verifyr' tool is meant to crawl huge number of articles data for detection. Moreover, it will apply our approach to detect plagiarism articles based on our duplication results in future. Further with the help of tool, it will try to conduct an empirical study and summarize a few of most used plagiarism patterns in plagiarism articles.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Duplicate detection, articles, plagiarism detection.

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Creative Commons Attribution 4.0 and The Open Definition