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.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 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.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 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.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 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.

Licence: creative commons attribution 4.0

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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.

Licence: creative commons attribution 4.0

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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.

Licence: creative commons attribution 4.0

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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.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 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.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

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.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 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.

Licence: creative commons attribution 4.0

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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