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Artificial Intelligence for Industries of the Future
This book provides a brief synthesis of the known implementations, opportunities and challenges at the intersection of artificial intelligence (AI) and modern industry beyond the big-four companies that traditionally consume and produce such advanced technology: Facebook, Amazon, Microsoft and Google. With this information, the author also makes some reasonable claims about the role of AI in future industries. The book draws on a broad range of material, including reports from consulting firms, published surveys, academic papers and books, and expert knowledge available to the author due to numerous collaborations in academia and industry on AI. It is rigorous rather than speculative, drawin...
The Four Generations of Entity Resolution
Entity Resolution (ER) lies at the core of data integration and cleaning and, thus, a bulk of the research examines ways for improving its effectiveness and time efficiency. The initial ER methods primarily target Veracity in the context of structured (relational) data that are described by a schema of well-known quality and meaning. To achieve high effectiveness, they leverage schema, expert, and/or external knowledge. Part of these methods are extended to address Volume, processing large datasets through multi-core or massive parallelization approaches, such as the MapReduce paradigm. However, these early schema-based approaches are inapplicable to Web Data, which abound in voluminous, noi...
An Evaluation study on Production, Productivity and Industrial Relations in Lanco Industry at Srikalahasti of Chittoor District
1.1 Production: Cost of production is the deciding factor for supply which depends upon prices of raw materials and its physical relation between input and output. It is the physical relation between input and output which determines the cost of production. Production represents functional relationship between quantities of inputs and amount of output produced. Production is an economic activity. Production is used for an activity of making some material. In economics, production is used in a wider sense. 1.2 Importance of Production: Price theory plays an important role in the theory of production. This provides a base for analysis of relationship between costs and amounts of output. Cost a...
Entangled and Empowered: Agency in Multispecies Communities
'Entangled and Empowered: Agency in Multispecies Communities' is a collection that approaches the inevitable reality of entanglement between humans and other beings from a perspective of action and wonder. It argues that actors as diverse as bacteria, snakes, butterflies, ducks, and cacao trees can help us enact joy in fields as different as art, cinema, literature, and anthropology. While acknowledging the imminent reality of climate change, the sixth extinction, and other overwhelming threats to the Earth, this book argues that humans continue to live, and so do the beings whose lives are entwined with ours, for whom we can acknowledge and work to improve their existence. The nine essays i...
Cyber Security and Social Media Applications
This book offers an excellent source of knowledge for readers who are interested in keeping up with the developments in the field of cyber security and social media analysis. It covers the possibility of using augmented reality to monitor cyber security feeds in a multitasking environment. It describes a real-time scheduled security scanner. E-commerce concept labeling is tackled by introducing a lightweight global taxonomy induction system. Blogsphere analytics and online video narratives and networks are explored. The effect of global and local network structure, credibility based prevention of fake news dissemination, and detection of trending topics and influence from social media are investigated. This book helps the reader in developing their own perspective about how to deal with cyber security and how to benefit from the development in technology to tackle cyber security issues. The reader of this book will realize how to use various machine learning techniques for tackling various applications involving social medial analysis.
Artificial Intelligence, Machine Learning and IoT for Smart Business Management
This book investigates the transformative impact of AI, ML, data analytics, and IoT on modern business, emphasizing their roles in strategic growth, operational efficiency, and data-driven decision-making. Through real-world case studies, strategic frameworks, and ethical considerations, it offers actionable insights for integrating these technologies. Covering emerging trends and responsible adoption, this book is an essential resource for professionals navigating digital transformation and achieving sustainable success. Explore the application of AI, ML, data analytics, and IoT within business contexts, emphasizing their roles in strategic growth, operational efficiency, and decision-makin...
Social Media Analysis for Event Detection
This book includes chapters which discuss effective and efficient approaches in dealing with various aspects of social media analysis by using machine learning techniques from clustering to deep learning. A variety of theoretical aspects, application domains and case studies are covered to highlight how it is affordable to maximize the benefit of various applications from postings on social media platforms. Social media platforms have significantly influenced and reshaped various social aspects. They have set new means of communication and interaction between people, turning the whole world into a small village where people with internet connect can easily communicate without feeling any bar...
Business India
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Corporate India 500
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Knowledge Graphs
A rigorous and comprehensive textbook covering the major approaches to knowledge graphs, an active and interdisciplinary area within artificial intelligence. The field of knowledge graphs, which allows us to model, process, and derive insights from complex real-world data, has emerged as an active and interdisciplinary area of artificial intelligence over the last decade, drawing on such fields as natural language processing, data mining, and the semantic web. Current projects involve predicting cyberattacks, recommending products, and even gleaning insights from thousands of papers on COVID-19. This textbook offers rigorous and comprehensive coverage of the field. It focuses systematically on the major approaches, both those that have stood the test of time and the latest deep learning methods.
