Title: Looking forward towards 6G - Research Opportunities, Challenges and Industry expectations

Date/Time/Venue: 18 November 2024 / 12:30 PM - 13:15 PM / Anand Swaroop Auditorium, Block 45

Abstract:This panel discussion will cover various topics such as learnings from 5G development to deployment (perspective), cloud and virtualization aspects, new technology areas like AI/ML, integrated sensing and PQC that influence 6G expectations. It will also cover the designs, new design principles like sustainability, evolution path from 5G to 6G, new spectrum bands for 6G, driving factors for industrial digitization from Industry 4.0 towards Industry 5.0, and resilient global network infrastructure. This panel discussion aims to facilitate knowledge exchange and inspire interdisciplinary research efforts that will shape the future of wireless communications.

Title: Standards and Intellectual Property in Wireless Communications- The Evolving Legal Space

Date/Time/Venue: 18 November 2024 / 14:00 PM - 15:00 PM / Anand Swaroop Auditorium, Block 45

Abstract: The panel discussion will revolve around the critical intersection of standards and intellectual property (IP) in the rapidly evolving wireless telecommunications space. As the global demand for faster, more reliable wireless communication grows, setting robust standards is essential for ensuring interoperability, innovation, and the seamless deployment of next- generation networks like 5G and beyond. However, the IP landscape associated with these standards presents unique challenges, particularly in balancing the rights of patent holders with the need for widespread technology adoption. Key issues that will be explored during the session include the ongoing disputes over fair, reasonable, and non-discriminatory (FRAND) licensing of standard-essential patents (SEPs), the increasing complexity of global patent pools, and the challenges of patent thickets, which can stifle innovation and lead to costly litigation. The panel will also delve into possible solutions, such as enhancing transparency in the SEP licensing process, fostering greater collaboration between standard-setting organizations (SSOs) and IP holders, and exploring alternative dispute resolution mechanisms to reduce litigation risks. The discussion aims to provide a comprehensive understanding of how to navigate the intricate relationship between standards and IP to foster innovation while ensuring fair access to essential technologies.

Title: MindSculpt Adaptive Architecture: Empowering Human-Centered Learning Beyond 2050 with AI, Secure 6G, and Sustainable Education

Date/Time/Venue: 19 November 2024 / 12:30 PM - 13:00 PM / Anand Swaroop Auditorium, Block 45

Abstract: In the dynamic realm of education, the MindSculpt Architecture at Cognitech Lab represents a pioneering initiative, leveraging AI-driven technologies within the Secure 6G framework to unleash human potential. This interdisciplinary approach merges immersive learning environments, advanced sensory technologies, and AI-driven simulations1 to effectively bridge theoretical knowledge with practical application, fostering profound understanding. Looking ahead beyond 2050, our comprehensive methodology aims to equip learners with the skills to navigate the intricate challenges posed by technological convergence while upholding principles of human rights and sustainability. This article delves into methodologies such as Neuroplasticity2 and Entangled Cognition3&4, complemented by innovative tools like simulators and strategies for acquiring authentic data. Together, these elements converge to cultivate an impartial and sustainable learning ecosystem. Join us on a journey through the visionary adaptive architecture of the MindSculpt Lab, as we navigate towards a secure intersection of AI and 6G for transformative education.

Date/Time/Venue: 19 November 2024 / 16:00 PM - 16:45 PM / Anand Swaroop Auditorium, Block 45

Title: Unraveling Mental Health Trends: Predictive Insights Through NLP Analysis

Abstract: Mental health is a critical aspect of overall well-being, yet it often remains underdiagnosed and untreated due to stigma, lack of awareness, and limited access to resources. With the increasing availability of digital communication platforms, there is a growing body of textual data that reflects individuals' thoughts, emotions, and experiences. Leveraging this data through advanced computational techniques such as Natural Language Processing (NLP) offers a novel approach to understanding and predicting mental health status. By analyzing language patterns in text, NLP can provide insights into an individual's mental state, potentially enabling early detection and timely intervention. This paper explores the use of Natural Language Processing (NLP) for predicting mental health status from textual data. Employing decision trees, it analyzes linguistic patterns to classify individuals' mental health conditions. Testing and evaluation on diverse datasets reveal promising results, indicating the potential of NLP-based approaches for early detection and intervention in mental health disorders. The study underscores the importance of leveraging NLP techniques in healthcare for improving mental health outcomes and facilitating personalized interventions.

Title: Tweeting the Pulse: Unveiling Sentiments on India's new Education Policy

Abstract: In today's digital age, where social media platforms play a pivotal role in public discourse, it is essential to gauge sentiments towards major policy initiatives. This project focuses on analyzing Twitter data to explore public sentiment regarding India's Education Policy of 2020. The goal is to develop a machine learning-based sentiment analysis model specifically designed for tweets about educational policies in India. By categorizing tweets as positive, negative, or neutral, the project aims to reveal public attitudes and perceptions toward the policy. The model integrates domain-specific knowledge and advanced natural language processing techniques to enhance the precision and relevance of sentiment analysis within the context of educational policy discussions. Ultimately, the project aspires to provide policymakers and stakeholders with meaningful insights derived from social media, thereby supporting informed decision-making and encouraging more active public participation in educational reforms.