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                <text>Ethics of digital journalism</text>
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                <text>Marshall McLuhan proposed that technological changes impact society. Digital media has enabled journalists to reach their audiences instantly with the news. Journalists need more time to decide what to report and how to present it. Ethics is the belief about what is morally correct or acceptable. Traditionally, newspaper reporters devised moral codes to help them in their professional decision-making. There emerged an almost universal set of principles that guided journalists in their profession. Television journalists were compelled to draw up a code of ethics to ward off criticism about sensationalism. Digital media has blurred the distinction between professional and citizen journalists. Twitter allows the man in the street to break the news as it happens. Privacy and copyright are just two of the significant issues that digital journalists must deal with. Digital media throws up these challenges, and this chapter aims to answer them. Is it acceptable to extend the ethical standards of old media to the digital space, or do we need a new set of ethics to guide digital journalists? New principles and ethical standards are being framed to tackle the unique challenges of digital news media.  The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024. All rights reserved.</text>
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                <text>Naresh Rao H.</text>
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                <text>Handbook of Digital Journalism: Perspectives from South Asia, pp. 545-553.</text>
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                <text>Naresh Rao H., Department of Media Studies, Christ (Deemed to be University), Bangalore, India</text>
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                <text>A Reflection on the Current Status of Animal-Assisted Therapy in India</text>
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                <text>Animal-assisted interventions; Human-animal bond; Mental health; Pet therapy; Review; Therapy dogs</text>
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                <text>The field of animal-assisted therapy is advancing quickly throughout the world gaining popularity as a complementary therapy. Several countries, especially in the East, are still in their nascent phase in utilizing animal-assisted therapy and a more realistic presentation of their status should drive them towards effective initiatives to promote the field. The primary objective of this paper is to throw light on the current scenario of animal-assisted therapy in India. The relevant databases such as Scopus, Google Scholar, Proquest, PubMed, and JSTOR were searched to identify the research literature. The organizational websites, news, and blog articles, as well as institutional repositories, were explored to maximize the evidence. A total of 24 articles were found which included published research articles as well as unpublished conference papers. Results found a dearth of practice and research throughout the country indicating an urgent need to direct steps in promoting the growth of the field. The contemporary issues in the implementation of animal-assisted therapy such as cultural and religious beliefs, lack of awareness, lack of practising organizations and therapists warrant immediate attention. Reducing the research and practice gap alongside focusing on creating awareness, changing public perception, introducing coursework in educational institutions, the publication of evidence-based research will help in the acceptance and growth of this novel therapeutic field.  2021, The Author(s), under exclusive licence to Springer Nature Switzerland AG.</text>
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                <text>Narvekar H.N.</text>
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                <text>Human Arenas, Vol-6, No. 4, pp. 760-775.</text>
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                <text>&lt;a href="https://doi.org/10.1007/s42087-021-00250-x" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1007/s42087-021-00250-x&lt;/a&gt;
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                <text>All Open Access; Bronze Open Access</text>
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                <text>Narvekar H.N., Department of Psychology, CHRIST (Deemed to be University), Bangalore, 560029, India</text>
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                <text>Animal-Assisted Therapy for the Promotion of Social Competence: a Conceptual Framework</text>
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                <text>Animal-assisted interventions; Human-animal bond; Neurodevelopmental disorders; Social adaptation; Social maturity</text>
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                <text>Developmental disorders have a substantial effect on the social competence of children affecting their overall psychosocial functioning. Social competence entails the process of being socially mature by establishing stable and adaptive patterns of social behavior. Animal-assisted therapy, as an alternative treatment modality, has offered some new prospects for improving social cognition. This conceptual paper, thus, attempts to throw light on how animal-assisted therapy can help improve social competence. The paper draws its knowledge from the existing theories and empirical work done to propose a conceptual framework that can enhance social competence by incorporating therapy animals. It can be concluded that animal-assisted therapy has found to improve different dimensions crucial for development of social competence. This further suggests the dire need to explore the effectiveness of human-animal interactions by utilizing it for improving social competence.  2022, The Author(s), under exclusive licence to Springer Nature Switzerland AG.</text>
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                <text>Narvekar H.N.; Ghani S.</text>
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                <text>Narvekar H.N., Department of Psychology, CHRIST (Deemed to be University), Karnataka, Bangalore, 560029, India; Ghani S., Department of Psychology, CHRIST (Deemed to be University), Karnataka, Bangalore, 560029, India</text>
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                <text>Animal-assisted therapy for children and adolescents with neurodevelopmental disorders: A review</text>
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                <text>The increase in neurodevelopmental disorders presents the need for complementary and alternative treatment modalities to support well-being in the maximum possible way. This narrative review was conducted with the aim to explore how animal-assisted therapy as a complementary treatment approach is beneficial for children and adolescents with neurodevelopmental disorders. A search in various databases was conducted to identify articles published in the field of animal-assisted interventions. The review comprised of a total of 32 studies. The discussion of the results was presented in terms of different therapy animals incorporated into the therapeutic environment. The review indicated that animal-assisted therapy has the potential to improve symptoms and various psycho-social variables in individuals suffering from different developmental disabilities.  2024, IGI Global. All rights reserved.</text>
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                <text>Narvekar H.N.; Krishnan U.</text>
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                <text>Handbook of Research on Child and Adolescent Psychology Practices and Interventions, pp. 324-340.</text>
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                <text>Canine-assisted Therapy in Neurodevelopmental Disorders: A Scoping Review</text>
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                <text>Introduction: Animal-Assisted Therapy has been advocated to benefit individuals with neurodevelopmental disorders. Among all the various kinds of animals used in the therapy, dogs are the most utilized because of their temperament and accessibility. Methods: This systematic scoping review was carried out to present the existing literature employing canine-assisted therapy in the diverse population of neurodevelopmental disorders. The study used the Arksey and O'Malley framework for scoping reviews. Several databases including the gray literature were searched for publications on animal-assisted therapy. Results: The search yielded 4898 articles of which 41 articles were eliigible for inclusion into the review. Conclusions: Scrutiny of the articles suggested a dearth of studies in the various sub-diagnostic categoriesfor neurodevelopmental disorders along with a lack of focus on adult populations with this diagnosis. In addition, the critical need for standardization of therapy guidelines and promotion of animal welfare is reaffirmed.  2022 Elsevier GmbH</text>
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                <text>Narvekar H.N., Department of Psychology, CHRIST (Deemed to be University), Bangalore, 560029, India; Narvekar H.N., Department of Optometry, Manipal College of Health Professions, MAHE, Manipal, 576104, India</text>
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                <text>Efficacy of Canine - Assisted Therapy on Social Competence among INdividuals with Autism Spectrum Disorder  </text>
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                <text>Adults with Autism Spectrum Disorder (ASD), because of their deficits in social newlinecompetence, often suffer a great deal in the community. Canine-assisted therapy (CAT) seems to be a useful approach to improve social functioning. This study aimed to investigate whether CAT can assist in improving the social competence of adults newlinewith ASD. The study employed an ABAB single case experimental design with four newlineparticipants. The social performance and social interactions with the therapy dog and newlinetherapist were the target measures of the study, and they were assessed using the newlineVellore Assessment of Social Performance and Animal-assisted Therapy Flowsheet. The baseline measures for the study were taken four times for 4 weeks for two newlinebaseline/reversal phases of the study. CAT was delivered by a trained dog along with newlinea certified animal-assisted practitioner twice a week for 4 weeks for 45-60 minutes newlineduring two intervention phases. The results were interpreted using descriptive, newlinegraphical, and numerical analysis. The mean scores indicated improvement in social newlineperformance and social interaction scores in the intervention phases. The visual newlineinspection showed similar results as indicated by the increasing trend line in newlineintervention phases. The results of the non-overlap of all pairs showed a medium to newlinestrong effect of CAT on improving social performance. The results validated the use newlineof CAT in the enhancement of social competence among adults with ASD. The study newlinesignificantly contributed to the field of CAT as well as has implications for aiding the newlineintegration of adults with ASD into mainstream society by enhancing their social newlinefunctioning.</text>
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                <text>Krishnan, Uma.</text>
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                <text>Narvekar, Hemangi Narayan</text>
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                <text>Clinical Applications of Pediatric Neuropsychology from Infancy to Adolescence;pp.371-389</text>
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                <text>Adolescents with autism spectrum disorder lack social competence. Considering the chronic nature of the disorder, it becomes essential to focus on this critical developmental phase. For people with ASD, animal- assisted interventions appear to help enhance social functioning. This chapter aimed to explore whether therapy animals could help adolescents with ASD become more socially adept through research utilizing an AB single- case experimental design with two adolescents. The participants were measured on social competence, attention, and memory. Over a month, the intervention was given twice a week for 45-60 minutes, resulting in 8 therapy sessions. With the assistance of a trained dog, a licensed clinical psychologist delivered the AAT sessions. Results show that AAT helps improve social competence alongside fostering better attention and memory. The chapter highlights the role of human- animal interactions in the developmental period of adolescence with ASD.  2025 by IGI Global Scientific Publishing. All rights reserved.</text>
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                <text>Narvekar H.N., Department of Psychology, CHRIST (Deemed to be University), Karnataka, Bangalore, 560029, India; Ghani S., Department of Psychology, CHRIST (Deemed to be University), Karnataka, Bangalore, 560029, India</text>
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                <text>Developmental disorders have a substantial effect on the social competence of children affecting their overall psychosocial functioning. Social competence entails the process of being socially mature by establishing stable and adaptive patterns of social behavior. Animal-assisted therapy, as an alternative treatment modality, has offered some new prospects for improving social cognition. This conceptual paper, thus, attempts to throw light on how animal-assisted therapy can help improve social competence. The paper draws its knowledge from the existing theories and empirical work done to propose a conceptual framework that can enhance social competence by incorporating therapy animals. It can be concluded that animal-assisted therapy has found to improve different dimensions crucial for development of social competence. This further suggests the dire need to explore the effectiveness of human-animal interactions by utilizing it for improving social competence.  The Author(s), under exclusive licence to Springer Nature Switzerland AG 2022.</text>
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                <text>Narvekar H.N., CHRIST University, Bengaluru, India; Golapalle R.K., Drishti Counseling Center, Bengaluru, India</text>
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                <text>Chikal Kalo is a unique mud festival celebrated in Marcela, Goa, reflecting deep religious, ecological, and cultural significance. This ethnographic study explores the oral tradition and performative practices of Chikal Kalo, which have been transmitted across generations without written documentation. Through participant observation and interviews with local residents, the research examines the festivals origins, symbolic elements, and evolving expressions. It highlights how embodied memory and ritual performance preserve indigenous heritage. The study also underscores the festivals role in reinforcing social cohesion and cultural identity. Chikal Kalo exemplifies a living tradition rooted in ecological consciousness and communal values. The festivals vibrant blend of dance, music, and food attracts travellers while preserving its devotional roots. The findings contribute to broader discussions on intangible cultural heritage and its role in sustainable community development, while safeguarding Konkani culture amid rapid modernization.  2026, IGI Global Scientific Publishing.</text>
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                <text>Narvekar, Hemangi Narayan; Patil, Jai</text>
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                <text>Exploring cultural contexts of dog ownership Mental health and satisfaction with life among university students in India</text>
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                <text>Interaction Studies;Volume;26;Issue;1;pp.24-47</text>
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                <text>Narvekar H.N., CHRIST (Deemed to Be University), Bengaluru, India; Patil J., Symbiosis International (Deemed University), Pune, India</text>
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                <text>The rising social value of pet ownership is infuenced by social media and evidence of positive efects on well-being, leading to a rise in dog ownership in younger generations. However, the mental health outcomes of this broader shif, especially in India, have not been studied. The study explored the association between dog owners relationships, mental health, and satisfaction with life among university students. A cross-sectional correlational design was used with 250 students aged 1825 who were either dog owners or without pets. The dog owners responded to the Monash Dog Owner Relationship Scale, apart from the Mental Health Continuum and Satisfaction with Life Scale. Results showed a non-signifcant diference between mental health and satisfaction with life between dog owners and non-pet respondents. A positive relationship could not be established between dog ownership, mental health, and satisfaction with life. The dogs gender and breed infuenced the owners emotional bonding and interactions. Low perceived costs were related to a strong emotional bond with the dog, highlighting the complex nature of the pet ownership experience. Dog ownerships efect on students well-being is not universal and might depend on various individual, cultural, and contextual factors. Exploration of these human-animal interactions is warranted.  2025 John Benjamins Publishing Company.</text>
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              <elementText elementTextId="211824">
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                <text>Cries of war: Securitization of fluid transnational identities during war (a comparative study of securitization of Chinese Indians and Japanese Americans)</text>
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                <text>Fluid transnational identities are an omnipresent reality in the contemporary world, but what happens when war becomes a reality or the threat of war is imminent in a State which contains fluid transnational identities? This article tries to explore these dynamics to determine if the threat from transnational identities is an actual threat during war or an act of an elite few, and what follows after the war, by comparing the experiences of Chinese Indians and Japanese Americans. The study heavily leans on securitization theory to explore the questions posed and elaborate on the situations when habeas corpus was denied thereby incarceration and internment as a practice were justified. The relationship between the transnational population and the State under the Copenhagen School is also further elaborated on.  The Author(s) 2021.</text>
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                <text>Narzary U.</text>
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                <text>Asian Journal of Comparative Politics, Vol-7, No. 1, pp. 132-145.</text>
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                <text>SAGE Publications Ltd</text>
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                <text>Brain Tumor is the development of abnormal cells in our brain. There are cancerous and noncancerous brain tumors. Because they can press against healthy brain tissue or spread there, brain tumors are harmful. The early diagnosis of brain tumors is a highly challenging assignment for radiologists. The typical size of a brain tumor doubles in just twenty-five days due to its rapid growth. If not properly cared for, the patient's survival rate typically does not exceed six months. It may quickly result in death. For the purpose of early brain tumor identification, an automatic method is necessary. In this study, an automated strategy is suggested for quickly distinguishing between malignant and non-cancerous brain images. Most of the time, it can be treated if caught during the early stages. Hence the need for more and improved brain tumor detection. The most crucial part here is image processing. The medical images obtained during the test have to be appropriately analysed. Various methods such as MobileNet, EfficientNetB7, and EfficientNetV2 have been used and their efficiency has been analysed. Here we classify the dataset containing 300 images into two. The suggested system will offer improved clinical support for the field of medicine.   2023 IEEE.</text>
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                <text>Nasar N.; Thiruthuvanathan M.M.; Pauls A.</text>
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                <text>Proceedings of IEEE InC4 2023 - 2023 IEEE International Conference on Contemporary Computing and Communications</text>
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                <text>Institute of Electrical and Electronics Engineers Inc.</text>
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                <text>&lt;a href="https://doi.org/10.1109/InC457730.2023.10263136" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1109/InC457730.2023.10263136&lt;/a&gt;
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                <text>ISBN: 979-835033577-4</text>
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                <text>Nasar N., CHRIST(Deemed to Be University), Computer Science and Engineering, Bengaluru, India; Thiruthuvanathan M.M., CHRIST(Deemed to Be University), Computer Science and Engineering, Bengaluru, India; Pauls A., CHRIST(Deemed to Be University), Computer Science and Engineering, Bengaluru, India</text>
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                <text>Naseema, N.; Akhtar, Shakeb; Jha, Pratiksha</text>
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                <text>Blockchain disrupting supply chain finance: Transformative solutions and emerging challenges</text>
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                <text>Transformation of Supply Chain Ecosystems: Technological Innovations and Collaborations;pp.33-47</text>
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                <text>Naseema N., Woxsen University, India; Akhtar S., Woxsen University, India; Jha P., Christ University, India</text>
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                <text>Purpose: The study aims to provide a concise summary of the adoption of blockchain technology in supply chain financing and value creation and explore how blockchain technology has revolutionized and optimized traditional supply chain finance practices. Study Design/Methodology: This study dives into the dynamic landscape of supply chain financing, highlighting the recent trends in supply chain financing and innovative approaches revamping the traditional supply chain financing models. It provides a comprehensive review of the available blockchain-enabled supply chain financing literature. Methodology/Approach: The study takes a multidisciplinary approach, drawing on insights from supply chain management, finance and information technology to understand the potential and challenges of blockchain technology in supply chain financing. Initially, the chapter examines the area of fintech innovations relevant to supply chain finance. Findings: The study on blockchain technology disrupting supply chain finance infers that blockchain offers numerous advantages for optimizing supply chain financing, such as faster settlements, reduced financing cost, limiting intermediaries, real-time settlements, and enhanced transaction efficiency. Blockchain in finance also suffers from drawbacks such as issues relating to scalability, regulatory compliance, privacy and security of data, and problems relating to educating users. Practical Implication: This study would be helpful for practitioners and future researchers of blockchain-supported supply chain financing. It contributes to the growing research on the applications of blockchain technology in supply chain finance, highlighting the advantages, disadvantages, and challenges of implementing blockchain technology better.  2025 Naseema N., Shakeb Akhtar and Pratiksha Jha.</text>
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                <text>Automation; Blockchain technology; Reverse factoring; Supplier finance; Supply chain finance; Value creation</text>
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                <text>Emerald Publishing</text>
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                <text>ISBN: 978-183549246-8; 978-183549247-5;</text>
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                <text>Restricted Access; Hardcopy may be available in the library</text>
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                <text>Transformative Insights: Unveiling the Potential of Artificial Intelligence in the Treatment of Sleep Disorders - A Comprehensive Review</text>
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          <element elementId="49">
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            <description>The topic of the resource</description>
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              <elementText elementTextId="172859">
                <text>applications; Artificial intelligence; data analysis; deep learning; machine learning; predictive models; sleep disorder management; sleep disorders; sleep disorders diagnosis; sleep medicine; sleep monitoring; sleep quality; sleep therapy; sleep tracking; treatment</text>
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                <text>Disruptions to sleep have a substantial influence on people's overall health and quality of life. The conventional techniques for diagnosing and managing sleep disorders usually rely on subjective assessments and qualitative evaluations, that may have some accuracy and efficacy limitations. Nevertheless, recent developments in the field of artificial intelligence (AI) have presented new opportunities for better diagnosing and treating problems with insomnia. The paper reviews in depth the uses of AI in the domain of medical sleep medicine. We look at the use of algorithmic techniques for deep learning and machine learning for identifying indicators of sleep-related issues, the assessment of sleep quality, sleep tracking, and the establishment of individualized sleep therapeutics. We also discuss how AI is being used to construct forecasting models that may be used to identify individuals who are at risk of experiencing sleep issues and improve treatment strategies. In addition, we talk about the challenges and potential outcomes of incorporating AI-based techniques into clinical practice. Overall, our research highlights how AI has the potential to transform the field of sleeping medicine and improve outcomes for people with sleep-related conditions.  2023 IEEE.</text>
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                <text>Nasir M.S.; Alam M.S.; Shahi F.I.; Kamal M.S.; Upreti K.; Vats P.</text>
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                <text>2023 International Conference on Emerging Trends in Networks and Computer Communications, ETNCC 2023 - Proceedings, pp. 223-228.</text>
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              <elementText elementTextId="172863">
                <text>Institute of Electrical and Electronics Engineers Inc.</text>
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            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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                <text>&lt;a href="https://doi.org/10.1109/ETNCC59188.2023.10284945" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1109/ETNCC59188.2023.10284945&lt;/a&gt;
&lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85176752173&amp;amp;doi=10.1109%2FETNCC59188.2023.10284945&amp;amp;partnerID=40&amp;amp;md5=3f141a35ba484e7d05ea6f3c1220c0de" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85176752173&amp;amp;doi=10.1109%2fETNCC59188.2023.10284945&amp;amp;partnerID=40&amp;amp;md5=3f141a35ba484e7d05ea6f3c1220c0de&lt;/a&gt;</text>
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                <text>ISBN: 979-835031487-8</text>
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                <text>Nasir M.S., College of Cs and It, Jazan University, Dept. of Computer Science, Jazan, Saudi Arabia; Alam M.S., College of Cs and It, Jazan University, Dept. of Computer Science, Jazan, Saudi Arabia; Shahi F.I., Deanship of E-Learning and It, Jazan University, Jazan, Saudi Arabia; Kamal M.S., College of Cs and It, Jazan University, Dept. of Computer Science, Jazan, Saudi Arabia; Upreti K., Christ (Deemed to Be University), Dept. of Computer Science, Delhi NCR, Ghaziabad, India; Vats P., SCSE, Manipal University Jaipur, Faculty of Engg., Dept. of Cse, Rajasthan, Jaipur, India</text>
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                <text>Detection of toxic comments over the internet using deep learning methods</text>
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                <text>BER; BERT; BidirectionalLSTM; Finetuning; Hate speech; Language model; Neural networks; Pretraining; Sentiment analysis; Social media; Toxic; Toxic comment; Twitter</text>
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                <text>People now share their ideas on a wide range of topics on social media, which has become an integral part of contemporary culture. The majority of people are increasingly turning to social media as a necessity, and there are numerous incidents of social media addiction that have been reported. Socialmedia channels. Socialmedia platforms have established their worth over time by bringing individuals from different backgrounds together, but they have also shown harmful side effects that could have serious consequences. One such unfavourable result is how extremely poisonous many discussions on social media are. Online abuse, hate speech, and occasionally outrage culture are now all considered to be toxic. In this study, we leverage the Transformers Bidirectional Encoder Representations to build an efficient model to detect and classify toxicity in user-generated content on social media. The Kaggle dataset with labelled toxic comments, was used to refine the BERT pre-trained model. Other Deep learning models, including Bidirectional LSTM, Bidirectional-LSTM with attention, and a few other models, were also tested to see which performed best in this classification task. We further evaluate the proposed models utilising dataset obtained from Twitter in order to find harmful content (tweets) using relevant hashtags. The findings showed how well the suggested methodology classified and analysed toxic comments.  2024 selection and editorial matter, Arvind Dagur, Karan Singh, Pawan Singh Mehra &amp;amp; Dhirendra Kumar Shukla; individual chapters, the contributors.</text>
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                <text>People now share their ideas on a wide range of topics on social media, which has become an integral part of contemporary culture. The majority of people are increasingly turning to social media as a necessity, and there are numerous incidents of social media addiction that have been reported. Socialmedia channels. Socialmedia platforms have established their worth over time by bringing individuals from different backgrounds together, but they have also shown harmful side effects that could have serious consequences. One such unfavourable result is how extremely poisonous many discussions on social media are. Online abuse, hate speech, and occasionally outrage culture are now all considered to be toxic. In this study, we leverage the Transformers Bidirectional Encoder Representations to build an efficient model to detect and classify toxicity in user-generated content on social media. The Kaggle dataset with labelled toxic comments, was used to refine the BERT pre-trained model. Other Deep learning models, including Bidirectional LSTM, Bidirectional-LSTM with attention, and a few other models, were also tested to see which performed best in this classification task. We further evaluate the proposed models utilising dataset obtained from Twitter in order to find harmful content (tweets) using relevant hashtags. The findings showed how well the suggested methodology classified and analysed toxic comments.  2024 The Author(s).</text>
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                <text>Artificial Intelligence, Blockchain, Computing and Security - Proceedings of the International Conference on Artificial Intelligence, Blockchain, Computing and Security, ICABCS 2023, Vol-1, pp. 447-454.</text>
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                <text>Naskar A., Department of Data Science, Department of Data Science CHRIST (Deemed to be University) Pune, Lavasa, CHRIST (Deemed to be University) Pune, Maharashtra, Lavasa, India; Harchandani R., Department of Data Science, Department of Data Science CHRIST (Deemed to be University) Pune, Lavasa, CHRIST (Deemed to be University) Pune, Maharashtra, Lavasa, India; Thomas K.T., Department of Data Science, Department of Data Science CHRIST (Deemed to be University) Pune, Lavasa, CHRIST (Deemed to be University) Pune, Maharashtra, Lavasa, India</text>
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                <text>content based filtering; cosine similarity; count vectorizer; demographic filtering; movie metadata; movie reviews; natural language processing; recommendation system; sentiment analysis</text>
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                <text>In present era of digitization of entertainment, immense volume of movies are produced, which results in the necessity of sophisticated recommendation systems. In the streaming platform these systems empower users to discover new and relevant movies, benefiting both viewers and the entertainment industry. This research paper offers a comprehensive method for incorporating movie review sentiment analysis into a hybrid recommendation system. The study focuses on 4890 movies using a broad dataset containing the detailed descriptions of the movies along with the reviews. To employ the demographic filtering, the popularity score of the movies were calculated, then to apply the collaborative filtering, the textual movie descriptions were vectorized using the countvectorizer method. To predict the sentiment of the movie reviews, the high accuracy model "ControX/Sen1"was used. This hybrid recommendation system ranked the movies based on the user's preferences by employing cosine similarity, the sorted list was further filtered with the positive sentiment reviews. By including sentiment analysis, this research advances sophisticated movie recommendation systems by providing a comprehensive method for addressing user preferences and emotional resonance in film selections.   2024 IEEE.</text>
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                <text>Naskar I.; Joseph N.P.</text>
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                <text>Proceedings of ICWITE 2024: IEEE International Conference for Women in Innovation, Technology and Entrepreneurship, pp. 513-518.</text>
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                <text>Institute of Electrical and Electronics Engineers Inc.</text>
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&lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85192528346&amp;amp;doi=10.1109%2FICWITE59797.2024.10502695&amp;amp;partnerID=40&amp;amp;md5=953c39083ea5053b894114f1c69152e1" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85192528346&amp;amp;doi=10.1109%2fICWITE59797.2024.10502695&amp;amp;partnerID=40&amp;amp;md5=953c39083ea5053b894114f1c69152e1&lt;/a&gt;</text>
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                <text>Naskar I., Christ (Deemed to Be University), Department of Statistics and Data Science, Karnataka, Bengaluru, India; Joseph N.P., Christ (Deemed to Be University), Department of Statistics and Data Science, Karnataka, Bengaluru, India</text>
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                <text>Natal, Edwin Remy; Arora, Shikha</text>
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                <text>Work-life balance and its effect on women entrepreneurs: Challenges faced by women entrepreneurs in achieving work-life balance</text>
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                <text>Natal E.R., Christ University, India; Arora S., Christ University, India</text>
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                <text>Their emergence clearly marks a shift in the business world and challenged traditional norms and diversity-based views to the forefront of economic development. Women have been a seminal force on the evolving world stage of entrepreneurship, contributing so much to growth, innovation, and social improvement. The women entrepreneurs' path to success is more distinctive, challenging, and in particular demanding when it is aimed at attaining harmony between work and life. This chapter provides an elaboration of the complicated issues as it refers to women entrepreneurs with a special focus on those being involved in small-scale industries in India. The reason for focusing on SSI industries is a well-thought choice because SSI industries are the backbone of the Indian economy and entrepreneurs have fertile ground for their ventures, especially for women who may face difficulties while approaching larger business opportunities.  2025, IGI Global Scientific Publishing.</text>
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                <text>Literary Cartography of Performance Ecologies in Sheela Tomys Valli</text>
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                <text>The shift towards posthumanism is characterized by blurring boundaries between humans and other species alongside emerging narratives centred on climate catastrophes and ecological crises. Sheela Tomys Valli (2022) is one of the most recent works of Indian fiction that actively promotes ecological consciousness. Set against the picturesque landscape of Wayanad, Valli intricately captures the essence of the indigenous community, weaving their stories into its narrative. The paper suggests that reading Valli through a cartographic lens transforms the narrative into an intelligent discourse on spatial politics. The performances in Valli are understood through the lens of performance ecology (Jeff Grygny), reflecting ongoing contemporary ecological debates. Their interrelation is explored by mapping spatial memory and schema of the characters, based on Robert T. Tallys theory of literary cartography (2013). Additionally, the paper will provide an overview of the ecopolitics of Wayanad, with a specific focus on the socio-political conditions of the Paniyar and Kuruchiyar scheduled tribes from which the characters are drawn. The study will underscore the triad of space, performance, and ecology in Valli, invoking a sense of ecoprecarity essential for rethinking and potentially expanding our notion of sustainability.  2024, University of Malaya. All rights reserved.</text>
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                <text>Nataraj S.; Narayana S.</text>
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                <text>SARE, Vol-61, No. 2, pp. 46-77.</text>
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                <text>Nataraj S., Christ University, Bengaluru, India; Narayana S., Christ University, Bengaluru, India</text>
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                <text>A comprehensive LR model for predicting banks stock performance in Indian stock market</text>
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                <text>The study focusses on developing a Logistic Regression model to distinguish between Good and Poor Performance of Bank-stocks which are traded in Indian stock market with regard to the financial ratios. The study- sample comprises of financialratios of 40 nationalised and private banks, for a period of six years. The study ascertains and scrutinizes eleven financial ratios that can categorize the Banksbroadly into two categories as good or poor, up to the accuracy level of 78 percent, based on their rate of return. First, the study predicts the performance of banks by using financial ratios and tries to build the goodness of fit by using Logistic Regression approach. The study also emphasizes that this model can enrich an investors ability to forecast the price of various stocks. However, the paper confers the real-world implications of Logistic Regression model to envisage the performance of Banks in the stock market. The study reveals that the model could be useful to potential investors, fund managers, and investment companies to improve their strategies and to select the out-performing Bank-stocks.  Serials Publications Pvt. Ltd.</text>
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                <text>Nataraja N.S.; Chilale N.R.; Ganesh L.</text>
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                <text>International Journal of Applied Business and Economic Research, Vol-15, No. 21, pp. 155-164.</text>
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                <text>Nataraja N.S., Alliance University, Bangalore, India; Chilale N.R., Vijaya College, Bangalore University, Bangalore, India; Ganesh L., Christ University, Bangalore, India</text>
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