JEMTEC

  Recommender systems have become an integral part of modern digital experiences, assisting users in discovering products, services, or content tailored to their preferences. From e-commerce platforms to streaming services, these systems utilize sophisticated algorithms to deliver personalized recommendations. Among the various methods employed, the fuzzy genetic approach stands out as a powerful paradigm that combines the strengths of fuzzy logic and genetic algorithms to enhance recommendation accuracy and user satisfaction. Understanding the Core Concepts Before delving into the fuzzy genetic approach, it is crucial to understand the two foundational concepts: 1.       Fuzzy Logic : Fuzzy logic handles imprecision and uncertainty by allowing partial membership in sets. Unlike traditional binary logic (true or false), fuzzy logic assigns degrees of membership, ranging between 0 and 1. For example, instead of categorizing a movie as simply "liked" or...

  The field of computation has witnessed unprecedented advancements in recent decades, reshaping industries, enhancing quality of life, and addressing complex global challenges. From artificial intelligence to quantum computing, these developments have profound implications across various domains. This article delves into some of the most significant advancements in computation and their real-world applications. Artificial Intelligence and Machine Learning Artificial intelligence (AI) and machine learning (ML) have revolutionized computation by enabling machines to learn from data and make decisions without explicit programming. These technologies are transforming industries such as healthcare, finance, and transportation. 1.       Healthcare: o     AI-powered diagnostic tools analyze medical imaging to detect diseases like cancer and diabetic retinopathy with remarkable accuracy. For instance, IBM Watson Health and Google's DeepMind ...

  The B.Ed Department of JIMS Greater Noida is one of the best teacher training colleges of Delhi NCR. We play an indispensable role in shaping the educators of tomorrow by providing a structured environment where aspiring teachers develop the necessary skills, knowledge, and emotional intelligence to navigate the complexities of a classroom. Beyond teaching academic content, we ensure to nurture a deep understanding of the socio-emotional aspects of education, ensuring that future teachers are equipped to respond to the diverse needs of their students. Through a combination of theoretical coursework, hands-on teaching experience, and personal growth, we have been successful in producing educators who are not only competent but also compassionate and adaptable. our students can develop engaging lesson plans, foster inclusive classrooms, and integrate technology effectively, all while remaining responsive to the ever-evolving needs of students and society. The 16 weeks of school I...

Autonomous vehicles are self-driving cars equipped with AI-powered sensors, cameras, and software that  helps them to navigate roads with zero percent of human involvement. These vehicles are dependent on AI  to interpret data from their environment, make real-time decisions, and ensure a safe driving experience.  AI is playing an important role in autonomous vehicle and advanced driver assistance system (ADAS). It  is also playing vehicles to take decisions in finding the best routes, controlling the vehicle and adapting the  change conditions in the current scenario. It is also expected the increase use of AI will definitely open new  ways to explore the related and specific things in the future. We can further see the roles of AI in  transportation system as follows:  Role In ADAS:  • Collision Avoidance: As we know that AI has made it possible and efficient to sense the collision  with the help of sensors and cameras. So, by doing so...

  Over the past decade, social media has taken a leading position in determining the terms of public debate, behavioral patterns, and communication. Companies like Facebook, X (Twitter), Instagram, and WhatsApp have been able to provide users with powerful tools while introducing several issues about privacy, accountability, and freedom of speech. With such complexities, India has enacted laws and regulations to govern the use of social media, balancing the rights of users with the responsibilities of the platforms. The regulatory framework in India concerning social media is basically defined by the Information Technology Act, 2000 (IT Act).The Information Technology  Act  as a primary legislation dealing with cybercrimes, electronic communication, and digital content in India. The section 66A of IT Act  criminalized "offensive" messages sent through communication services, but the Supreme Court struck it down in Shreya Singhal v. Union of India (2015) as it was hel...

  The digital revolution is now and is already changing the face of the financial industry. India is at the forefront of this change given its fast-growing economy and young generation with easy access to a world of ICT. Digital innovation is altering the way of providing, consuming and managing financial services. The following topics highlight some of the issues that have spurred the digitisation of finance in India. Digital innovation is changing the way financial services are provided, consumed and managed. Let’s dive into the key issues driving the digital transformation of finance in India. Emerging Trend in Payments The Digital Payments in India is on the rise due to encouraging government policies such as Digital India and the step of demonetization. This has been taken a notch higher by the Unified Payments Interface (UPI) which is quick and modern. Digital wallets, QR code-based transactions, and contactless plastic are also having a field day in the all-time high inc...

  Augmented Reality (AR) and Virtual Reality (VR) are two transformative technologies that have revolutionized the way people interact with digital environments. While both technologies immerse users in digital experiences, they do so in distinct ways and have different applications. Augmented Reality (AR): AR overlays digital elements onto the real world, enhancing the user’s perception of their surroundings. It uses devices such as smartphones, tablets, or AR glasses to superimpose images, sounds, and other sensory inputs onto the physical environment. Unlike VR, AR does not replace reality but augments it by adding layers of information and interactivity. A prime example of AR is mobile applications like Pokémon Go, where users see virtual characters placed in real-world settings. AR is also widely employed in industries such as retail, where virtual fitting rooms allow customers to see how clothes will look on them without trying them on physically. In education, AR applicatio...