Volume 12 | Issue 4

 Abstract

People are fascinated by parrots because of their capacity to communicate. They are well-known for their mimicry and colorful personalities. Yet, deciphering their emotions remains a fascinating, multifaceted challenge. Knowing when someone is happy, scared, stressed, or excited even if it is a pet bird, it might help us to adjust our care to suit their emotional state. Their well-being can be greatly enhanced by offering stimulating surroundings, managing stress, and engaging in suitable interaction. The proposed paper investigates the potential of deep learning models to analyze parrot vocalizations and classify their emotions as "happy" or "sad." By adopting a carefully curated and enhanced dataset, the aim is to unlock the secrets hidden within their squawks and screeches. With the annotated parrot vocalizations, a wellestablished pre-processing pipeline is employed. Each audio recording will be converted into a Mel-spectrogram, preserving the temporal and spectral information crucial for emotional cues. This spectrogram representation then serves as the input for our deep learning model. Comprehending their affective reactions facilitates the development of more robust and significant connections. Being sensitive to their emotions builds affection and trust, which improves our lives as well as theirs.

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 Keywords

Emotion Detection, Classification, Deep Learning, Convolutional Neural Networks.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In the rapidly evolving landscape of artificial intelligence (AI), achieving transparency and interpretability in machine learning models has become paramount. This paper introduces UniversalAI, an innovative and adaptive interface designed to facilitate the seamless implementation of explainable artificial intelligence (XAI) techniques across a spectrum of diverse datasets. As AI systems are increasingly integrated into critical decision-making processes, the demand for model interpretability and trustworthiness has grown significantly. UniversalAI responds to this imperative by providing a comprehensive solution that transcends the limitations of existing XAI interfaces. Motivated by the need for a flexible and universally applicable tool, UniversalAI is conceived to accommodate the intricacies associated with various types of datasets, ranging from structured to unstructured and heterogeneous data. The interface's architecture is meticulously designed to provide users with an intuitive and customizable platform, ensuring that XAI techniques can be effectively applied irrespective of the dataset's inherent complexities.

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 Keywords

Interpretability, Explainablity, Robustness, User-Friendly Interface, Transparency

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract--An adaptable tool designed to help organisations research and learn more about Twitter profiles of relevant people or entities is the Twitter Profile Analyzer. The system uses information gathered by scraping twitter data , such as tweets, mentions, and hashtags, to perform extensive analyses including mention extraction, subject analysis, hashtag identification, and mention-based community recognition. Organisations can learn a great deal from these analytics about the interactions, interests, and influence of the profile owner on Twitter. The reports that are generated enable organisations to make well-informed decisions about marketing strategies, partnerships, and engagement tactics that are customised to the features and audience dynamics of the profile.

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 Keywords

Keywords -- Twitter Profile Analyzer, Data Collection, Mention Extraction, Topic Analysis, Hashtag Identification, Community Detection, Insights Generation, Social Media Influence, Engagement Metrics, Collaboration Opportunities, Marketing Strategy Optimization, Social Media Analytics

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

A supermarket is a hub for supplies and essentials, and it is constantly crowded with people purchasing their necessities. The goal of this prototype is to give customers a hassle-free and hands-free grocery shopping experience. When the user installs the smart shopping trolley application on their smartphone, the prototype follows them in accordance with the instructions provided in the smartphone application. The shopping trolley has a Bluetooth module that allows it to connect to the user's smartphone and control the trolley's movements.Using RFID technology, every product the consumer places in the cart is scanned, and the supermarket's server receives the data so they can bill the customer for the entire amount of goods they need to purchase. The supermarket counter receives the data from the RFID reader via WiFi-to-Wi-Fi connectivity. To finish the payment, the customer is provided a printed copy of the entire bill amount.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Smart Shopping, RFID, Smart Payment, hands-free, customer satisfaction, Bluetooth control

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Coronary artery disease is caused by plaque buildup in the wall of the arteries that supply blood to the heart (called coronary arteries). Plaque is made up of cholesterol deposits. Plaque buildup causes the inside of the arteries to narrow over time. This process is called atherosclerosis. By identification at early stages and maintain of healthy lifestyle with supplementary usage of blood thinners like aspirin can stop the condition from worsening further. Although numerous remedies are prescribed in ayurveda they can only be considered safe for prevention but not as a exclusive cure in critical cases.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Plaque,angina,stent,bypass

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Natural language processing (NLP) is a specialized area of artificial intelligence that focuses on the development of computer applications and algorithms enabling machines to comprehend, interpret, and generate human language without altering its meaning. The primary goal of NLP is to enhance communication between humans and machines and automate language-related tasks like translation, sentiment analysis, and speech recognition. NLP utilizes various techniques such as tokenization, parsing, semantic analysis, and machine learning algorithms to process and understand human language.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Natural Language Processing, Tokenization, Parsing, Semantics evaluation

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The study on techno stress among IT employees uncovers several significant findings about the impact of demographic factors, personality traits, and emotional well-being on techno stress levels. With a high Cronbach's Alpha, which indicates data reliability and validity, it is clear that techno stress is common among IT professionals, particularly among those with specific personality traits and levels of individual performance. While demographic factors like age and gender play a role, the study highlights the importance of addressing techno stress with tailored interventions. Implementing Employee Assistance Programs, conducting personality assessments, offering flexible work arrangements, providing technology education and support, and cultivating a positive organizational culture that prioritizes employee well-being are among the recommendations made. By implementing these strategies, organizations can reduce techno-stress and create a happier, healthier, and more productive atmosphere for IT employees.

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 Keywords

Techno stress, Individual performance, Personality Traits, Emotional well- Being and IT employees .

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Agriculture is a major sector of the Indian economy, employing 60% of the population.People primarily rely on agricultural products. All agricultural products and finished commodities are stored in the warehouse before being exported. During this timeframe, losses of 20% to 30% are possible. Some agricultural goods require adequate ventilation and temperature to maintain their quality. Variations in environmental factors in the warehouse can cause significant losses, affecting product volume and nutritional values.To prevent such losses, technology plays an important role in food storage. A successful warehouse monitors a variety of environmental characteristics, such as temperature, humidity, and fire. In this suggested system, we employ temperature and humidity sensors, LDR sensors, rain sensors, and fire sensors to measure various physical factors in the warehouse. We also use appropriate devices such as fans and ventilation to minimise losses in the warehouse.

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HC-05 Bluetooth Module, Arduino UNO, DHT11, Bluetooth terminal application.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

With a total length of 5.89 million kilometers. India has the second-largest road network in the world (kms), this road network moves 64.5 percent of all commodities in India. Plastic is a non-biodegradable material and researchers are found that the material can remain on earth for 4500 years without degradation. It is possible to improve the performance of bituminous mixed used in the surfacing course of roads. The field tests and proved that plastic wastes used after proper processing as an additive would enhance the life of the roads and also solve environmental problems The rising amount of commercial vehicles, overloading of trucks further than double its capacity, change in daily d and cyclic temperature and environmental factors have been responsible for decreasing the life of the pavement. As per the Research Scheme R-55 of MORTH, the use of E-Waste and Plastic waste in bituminous road construction of Central Road Research Institute (CRRI) indicates that the wearing course of e-waste a and plastic waste bituminous mixes have longer lives. Indian Road Congress (IRC) has formulated IRC codes for the use of waste plastic and e-waste in road construction.

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 Keywords

Shreded plastic

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract In the modern era, education is undergoing rapid transformation, requiring educators to possess a broad range of skills and competencies to effectively navigate the intricate landscape of contemporary schooling. Traditional teacher education programs often focus on specific aspects of teaching, overlooking the interconnected nature of pedagogy, curriculum, and student engagement. This paper explores the concept of 360-degree holistic assessment in teacher education, emphasizing its significance in preparing educators for the challenges of 21st-century school education. By integrating diverse assessment methods that encompass teaching skills, pedagogical approaches, technological proficiency, and socio-emotional competencies, teacher education programs can cultivate well-rounded educators capable of meeting the diverse needs of contemporary learners. This paper seeks to explore the theoretical underpinnings, practical implications, and implementation challenges associated with integrating 360-degree holistic assessment into teacher education. By doing so, it aims to shed light on how this approach can improve the quality and applicability of teacher training in preparation for the educational demands of the 21st century.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

360-Degree Holistic Assessment, Teacher Education, School Education, 21st Century

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Aim: Kerala State Road Transport Corporation (K.S.R.T.C) one of the oldest operated and managed public transports of India. K.S.R.T.C. has introduced Budget Tourism Cell (BTC) to offering affordable tour packages, facilitating economical transportation for tourists, and promoting tourism within the state of Kerala. K.S.R.T.C formed the budget tourism cell in November 2021 by targeting extra revenue from the non-ticket category. It is a new venture and no studies have been conducted so far to analyze the tourist SATISFACTION towards this project. Objective: Measure the level of satisfaction of tourists towards K.S.R.T.C. tourism project Methodology: primary data were collected from 34 tourists who were opted Malakkapara package offered by the budget tourism cell of Chalakudy depot on 5th August 2023. Result: Assessment of the level of satisfaction of tourists revealed that they were satisfied with the overall performance of K.S.R.T.C. tourism project and their level of satisfaction was very high with respect to service of guides, cost of travel, booking procedure, travel destinations and less for promotional channels of K.S.R.T.C. tourism package, comfort of seats in K.S.R.T.C. bus, hygiene of K.S.R.T.C. bus. Conclusion: K.S.R.T.C. is a system that making significant strides in Kerala's public transportation industry. It has started to revolutionize the tourism sector in Kerala through Budget Tourism Cell (BTC). The K.S.R.T.C.'s involvement into the tourism sector is beneficial in the current economic situation of Kerala. This project is a solution to the financial problem faced by K.S.R.T.C. Many tourists from Kerala and outside Kerala come to be a part of this project. But it doesn't have the essential promotion mechanisms. The promotions will be helpful to many people who want to learn about the project's operations. By utilizing a variety of advertising strategies, K.S.R.T.C. can increase the demand for the project and make it a complete success. There has been a tremendous response to this project. In this circumstance of receiving complete public backing, K.S.R.T.C. has chosen to envisage numerous initiatives in the tourism sector.

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 Keywords

K.S.R.T.C. Tourism Project, Tourists, Satisfaction

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The study investigates the frequency and underlying causes of conflicts experienced by elderly individuals in rural households, aiming to provide a comprehensive understanding of conflict prevalence and patterns within these settings. Utilizing primary data collected from 640 elderly respondents in Guntur district, Andhra Pradesh, the study explores intergenerational conflicts, lifestyle differences, conflicts related to the habits of the elderly, conflicts during family functions or events, grandchildren care, healthcare decisions, and caregiving responsibilities. While a generally positive outlook is observed regarding intergenerational conflicts and lifestyle differences, challenges persist in areas such as grandchildren care, healthcare decision-making, and caregiving responsibilities, where conflicts are more prevalent. Collaborative efforts among caregivers, family members, and support networks are essential to address these conflicts effectively and develop tailored interventions to enhance the quality of care for elderly individuals. Future research could further explore factors influencing conflict occurrence in caregiving contexts to inform targeted strategies for conflict resolution and improved caregiving outcomes.

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elderly, rural households, conflicts

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The Police Station Management System (PSMS) is a forward-thinking and technologically advanced solution designed to revolutionize the operational landscape of law enforcement agencies. In response to the dynamic challenges faced by traditional police station management systems, the PSMS project emerges as a comprehensive and innovative platform poised to enhance case handling, personnel coordination, and overall efficiency within police stations. This transformative system leverages cutting-edge technologies to address the limitations of conventional approaches, providing a unified and digitally-driven framework for law enforcement agencies. The core objectives of the PSMS project include the digitization and centralization of case management processes, optimization of personnel coordination through sophisticated profiling and analytics, establishment of secure and efficient systems for evidence and property handling, promotion of seamless communication among officers and departments, and provision of advanced reporting and analytics tools for informed decision-making. The PSMS project's scope encompasses the development and implementation of a user-friendly, scalable, and secure software system. Modules dedicated to case management, personnel coordination, evidence handling, communication, and reporting are intricately designed and integrated, ensuring a cohesive and streamlined user experience. The deployment of the PSMS within targeted police stations is aimed at ensuring compatibility with existing infrastructure while allowing for seamless integration and adaptability.

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USE TO MAINTAIN ALL THE RECORDS IN DIGITALLY

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 Abstract

The digital marketing landscape has undergone a significant transformation with the advent of AI tools, revolutionizing the way businesses engage with consumers online. This research paper explores the role of AI tools in driving the evolution of digital marketing from generating clicks to achieving conversions. Through a comprehensive analysis of literature, case studies, and industry insights, the study delves into the various AI tools utilized in digital marketing, including chatbots, predictive analytics, natural language processing, and personalized recommendation engines. The paper examines how these AI tools empower marketers to enhance targeting precision, personalize messaging, optimize content, and automate campaign management, ultimately improving conversion rates and ROI. Furthermore, the research investigates the challenges and ethical considerations associated with AI adoption in digital marketing and explores future trends and opportunities in this rapidly evolving landscape. By shedding light on the transformative impact of AI tools on digital marketing strategies, this paper aims to provide valuable insights and practical recommendations for businesses navigating the digital marketing evolution.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

AI tools, digital marketing, evolution, conversion optimization, chatbots, predictive analytics, personalization, automation, targeting, ROI, ethical considerations, future trends.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In the burgeoning e-commerce landscape, online reviews and ratings play a pivotal role in shaping consumer purchase decisions. This comprehensive study delves into the intricate relationship between online reviews, consumer behavior, and purchase decisions. Utilizing a mixed-method approach encompassing qualitative and quantitative analyses, this research investigates the multifaceted aspects of online reviews and ratings. Through extensive data collection from diverse e-commerce platforms, this study elucidates the factors influencing consumer perceptions, trust in online reviews, and ultimately, their impact on purchase decisions. The findings offer valuable insights for businesses to refine their marketing strategies and enhance consumer trust in the digital marketplace.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Online Reviews, Ratings, E-commerce, Consumer Behavior, Purchase Decisions, Trust, Influence, Marketing Strategies

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

World is seeing its great emergence with time proceeding alongside intellectual generation. Today's era has seen immense exposure in information technology and heavy advancement at online platform, from virtual AI (artificial intelligence) to online marketing everything is possible with just a snap of fingers. Cyberspace is mostly revolving around social media or mass media. As we know everything comes at a cost. cyber platforms are facing a constant rise to the new criminal methodology, generally known as cybercrime, for instance Cyber rape, data breach, identical theft, phishing etc. Crime is both social and monetary marvel. Human success in any field leads to crime that needs mechanisms to control it. To avert the attention of criminals from the evil, A authorized body has subsided by its regulatory way of proclaiming work, forms as Cyberlaw. It came into action with an act called as Information technology act, 2000 and National cyber security policy, 2013 .These act have been amended quiet a few times now, the laws have been protecting online excessive offence. This article has analyzed the operational modality to combat cybercrime and its probable difficulties in the traditional system which is based on different principles which in cyberspace hardly respect and demanding to govern .The focus mainly revolve around theft and increase of cyberbullying across the nation and the universe to take in instance .

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Cyberspace, cybercrime, cyberlaw, cyberbullying, artificial intelligence

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The Export/Import business is primarily an expansion of trade boundaries wherein several business models exist. Just like the conventional business, a person with the requisite Export/Import license can sell his manufactured goods to clients abroad, can act as an intermediary between the local manufacture and overseas buyer or vice versa, and can be directly purchasing good produced abroad and selling them in the native market. The export-import business becomes unique with the involvement of various stakeholders and risks, which do not come into picture with domestic trade.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Export/Import business, Expansion, Trade boundaries, Business models, Conventional business, Requisite Export/Import license, Manufactured goods, Clients abroad, Intermediary, Local manufacture, Overseas buyers, Native market, Domestic trade

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Body composition plays a very important role in any sport. Our discussions about diet and exercise often focus on the amount of weight we want to gain and lose. What they fail to assume is that two people of the same sex and weight may look completely different from each other because they have different physical characteristics. Body composition refers to the amount of fat, bone, water, and muscle in the body. Measuring your body composition will tell you your unique body shape and help you see areas where you can work to improve your overall health and well-being.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

body composition, fats, judo, wrestling

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Mergers and acquisitions (M&A) play a significant role in shaping the corporate landscape of India, facilitating growth, restructuring, and consolidation across various sectors. However, navigating the regulatory frameworks and overcoming associated challenges are crucial aspects of M&A transactions in India. This abstract provides an overview of the legal dynamics surrounding M&A activities in the Indian context. The abstract explores the regulatory landscape governing M&A transactions in India, encompassing laws, regulations, and regulatory bodies involved in the approval process. Key regulations such as the Companies Act, 2013, the Competition Act, 2002, and sector-specific regulations are examined to understand their implications for M&A transactions. Challenges faced by stakeholders involved in M&A transactions are also discussed, including regulatory compliance, due diligence requirements, competition law scrutiny, and cross-border considerations. Additionally, cultural, economic, and political factors influencing M&A activity in India are considered to provide a comprehensive understanding of the landscape. The abstract concludes by emphasizing the importance of legal expertise, strategic planning, and compliance adherence in navigating the complex regulatory environment of M&A transactions in India. It underscores the need for stakeholders to stay informed about regulatory developments, engage in proactive risk management, and adopt best practices to achieve successful outcomes in M&A endeavors.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Mergers and Acquisitions, Indian company landscape, Regulatory Frameworks, Criminal Dynamics, Opposition regulation, Corporations Act, SEBI regulations, Companies Act, 2013, Competition Act, 2002

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Introduction: Weaning is a critical stage in infant nutrition, significantly impacting their health and development. The level of knowledge among primi mothers regarding the importance of weaning can influence the success of this transition. Objective: This study aimed to assess the level of knowledge among primi mothers regarding the importance of weaning in Bhelsai, Maharashtra, and to explore any associations between their knowledge levels and demographic variables. Methods: A descriptive research was conducted among 30 primi mothers in Bhelsai, Maharashtra. A structured questionnaire was used to assess the mothers' knowledge levels regarding the importance of weaning. Data were analyzed using descriptive statistics and chi-square tests to explore associations between knowledge levels and demographic variables. Results: The study found that among the primi mothers surveyed, 76.66% demonstrated excellent knowledge, 20% exhibited good knowledge, and 3.33% had poor knowledge regarding the importance of weaning. However, no significant association was found between knowledge levels and selected demographic variables. Conclusion: The majority of primi mothers in Bhelsai, Maharashtra, demonstrated a high level of knowledge regarding the importance of weaning. However, despite this overall positive trend, there remains a small proportion with inadequate knowledge. This underscores the importance of continuous education and support programs to ensure optimal infant feeding practices. Further research is recommended to explore factors contributing to knowledge disparities and to develop targeted interventions to address them.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Weaning. Primi Mother, Knowledge

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Creative Commons Attribution 4.0 and The Open Definition