Volume 12 | Issue 4 |

 Abstract

To study the Relevance in data retrieval means where data is retrieved based on the user's needs. Related feedback is common in many IR systems. Receives resulting questions and feedback from the user. The system then checks whether the stored information is sufficient to process other messages (new question). Three types are discussed in relation: explicit feedback (EF), implicit feedback (IF), pseudo/binary feedback

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 Keywords

Decision accuracy, Detailed query, Data feedback, Accuracy evaluation, User satisfaction, Ranking algorithm, relevant comments

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Chatbots, virtual agents that simulate conversation, have become a ubiquitous presence in our digital lives. This paper explores the evolution of chatbot technology, its applications across various sectors, and the ongoing research efforts shaping its future. We will delve into the core technologies behind chatbots, such as natural language processing (NLP) and machine learning, and analyze their impact on user experience and efficiency.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

natural language processing, chatbot technology

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Cybersecurity and cyber law are separately linked in the modern digital landscape, where the proliferation of technology has brought about unprecedented opportunities and challenges. As societies become more reliant on interconnected digital systems, the need to safeguard digital assets, information, and critical infrastructure has become paramount. Cyber law, also known as information technology law or computer law, plays a pivotal role in establishing the legal framework for addressing cyber threats and ensuring a secure cyberspace.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Cyber Law, Cybersecurity, legal framework, Intellectual Property

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Organizational Citizenship Behaviour (OCB) transcends the realm of simply fulfilling job descriptions. It encompasses the voluntary contributions employees make that strengthen the very fabric of a work environment. These discretionary actions, undertaken without the expectation of direct rewards, can be the difference between a functional workplace and a thriving one. OCB fosters a sense of community, collaboration, and commitment to the organization's success, acting as an invisible thread that binds employees together and propels the organization forward.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

OCB, organization, work, environment

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Creative Commons Attribution 4.0 and The Open Definition

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This research paper explores the profound influence of the digital era on the financial landscape, aiming to identify key objectives, methodologies, and major findings. The study explores technological innovations such as blockchain, AI, and fintech, assessing their impact on market structures, regulatory environments, and financial inclusion.

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 Keywords

Influence, blockchain, AI, fintech

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Creative Commons Attribution 4.0 and The Open Definition

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Social media has become an essential tool for entrepreneurs to increase their competitiveness in the modern business environment. This essay examines the various ways that social media marketing helps business owners succeed in competitive marketplaces. This study looks at how social media platforms provide businesses with special chances to interact with their target audience, increase brand awareness, and cultivate client connections through a thorough assessment of the literature. One of the main conclusions is that social media makes it easier for entrepreneurs with less funding to compete with well-established companies by facilitating cost-effective marketing tactics. Entrepreneurs can obtain a competitive advantage by using social media platforms like Facebook, Instagram, and Twitter to reach a worldwide audience and target particular demographics with their marketing campaigns. Additionally, social media analytics offer insightful information about industry trends and consumer behaviour, empowering business owners to make wise choices and modify their plans as necessary. Social media also provides a forum for creativity and cooperation, enabling business owners to ask for feedback, crowdsource ideas, and work with influencers and other companies. Entrepreneurs can improve their competitive position in the market by increasing their brand awareness and credibility through influencer marketing and strategic alliances. The report does, however, also recognize the difficulties that come with social media marketing, including maintaining an online persona, responding to unfavourable comments, and keeping up with algorithm modifications. Social media marketing is an essential tool for modern entrepreneurs aiming for success in an increasingly digital environment, even with these hurdles because the advantages of social media marketing in boosting entrepreneurial competitiveness exceed the disadvantages. The transformative effect of social media marketing on entrepreneurial competitiveness is highlighted in this paper's conclusion, along with the significance of utilising social media platforms to promote engagement, stimulate innovation, and eventually achieve sustainable growth in the fast-paced business climate of today.

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 Keywords

Climate, Social media, Influencer marketing

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Creative Commons Attribution 4.0 and The Open Definition

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This article looks at how advancements in digital technology have affected the business climate for expanding firms, concentrating on the significant effects of digitalization on Indian entrepreneurs. India is emerging as a global hub for entrepreneurship, and success now largely depends on the use of digital tools and platforms. Through a thorough analysis of relevant literature, case studies, and statistical data, this article highlights the multiple benefits of digitalization for startups, ranging from enhanced market reach and operational efficiency to increased scalability and innovation. The paper also looks at the challenges brought on by the shift to digital and offers suggestions on how business owners can successfully navigate this shifting landscape.

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 Keywords

Innovation Ecosystem, Digital Transformation, Digitalization, Startups, India, Entrepreneurship, Technology Adoption, Economic Growth, Digital Infrastructure, And Digital Economy

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Creative Commons Attribution 4.0 and The Open Definition

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This research paper explores the intricate relationship between the adoption of digital presence, specifically through social media platforms, and the evolution of cottage industries. As technology continues to reshape the business landscape, the study delves into the experiences of cottage industries navigating this transformation, shedding light on the strategies employed, challenges faced, and outcomes achieved. The research employs a qualitative approach, utilizing secondary data through case studies drawn from existing literature and reports. By delving into the narratives of selected cottage industries that have successfully transitioned from local, artisanal production to retail stores, the study aims to uncover patterns and insights crucial to understanding the role of social media in this evolutionary process.

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 Keywords

Digital Presence, Social Media, Cottage Industries, Business Evolution

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Diamonds are a valuable commodity with a complex pricing structure. This research investigates the potential of machine learning (ML) algorithms for predicting diamond prices. We explore various regression techniques and analyze their effectiveness in capturing the relationship between a diamond's characteristics (cut, clarity, color, and carat weight) and its market price. The research evaluates the performance of these models using relevant metrics and identifies the most suitable algorithm for diamond price prediction.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

machine learning, carat, diamond

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Creative Commons Attribution 4.0 and The Open Definition

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The Internet of Things (IoT) has emerged as a transformative paradigm, connecting a multitude of smart devices to create intelligent, interconnected systems. As the number of devices within IoT networks continues to grow, efficient resource management becomes imperative to ensure optimal performance and reliable operation. This research paper explores the challenges associated with resource allotment among smart devices in IoT networks and proposes solutions to address these challenges.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

IoT, Networks, Interconnected

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Creative Commons Attribution 4.0 and The Open Definition