Social Network Analysis and Text Mining for Big Data presents cutting-edge methods and tools that bridge the gap between text mining and social network analysis research while also providing new insights for analyzing (big) textual and netw...Daugiau...
Social Network Analysis and Text Mining for Big Data presents cutting-edge methods and tools that bridge the gap between text mining and social network analysis research while also providing new insights for analyzing (big) textual and netw...Daugiau...
This edited book consolidates and documents recent research on topic modeling in text mining using Latent Dirichlet Allocation (LDA). Written by leading experts in topic modeling, it covers a wide range of areas, such as theory building, systemati...Daugiau...
This popular book, updated as a textbook for classroom use, discusses text mining and different ways this type of data mining can be used to find implicit knowledge from text collections. The author provides the guidelines for implementing text mi...Daugiau...
Physically Unclonable Functions (PUFs) translate unavoidable variations in certain parameters of materials, waves, or devices into random and unique signals. They have found many applications in the Internet of Things (IoT), authentication systems...Daugiau...
The book covers a large body of knowledge to help practitioners and researchers understand the problems, concepts, methods and tools involved in modern social data analytics. The book includes a wealth of material to choose from for courses in dat...Daugiau...
The book Text Mining Approaches for Biomedical Data delves into the fascinating realm of text mining in healthcare. It provides an in-depth understanding of how Artificial Intelligence (AI) and Machine Learning (ML) are revolutionizing healthcar...Daugiau...
This concise volume offers an accessible introduction to state-of-the-art artificial intelligence (AI) language models, providing a platform for their use in textual interpretation across the humanities and social sciences.The book outlines...Daugiau...
This textbook covers the concepts, theories, and implementations of text mining and natural language processing (NLP). It covers both the theory and the practical implementation, and every concept is explained with simple and easy-to-understand ex...Daugiau...
Helping to understand and apply state-of-the-art text analytics methods to detect and visualize phenomena in text data, this book shows readers how to conduct experiments with their own corpora and research questions, underpin their theories, quanti...Daugiau...
Mining is the dominant metaphor in computational text analysis. When mining texts, the implied assumption is that analysts can find kernels of truth-they just have to sift through rubbish first. In this book, Stoltz and Taylor encourage text analyst...Daugiau...
Learn how to conduct a robust text analysis project from start to finish--and then do it again. Mining is the dominant metaphor in computational text analysis. When mining texts, the implied assumption is that analysts can fi...Daugiau...
The Dangerous Art of Text Mining celebrates the bold new research now possible because of text mining, the art of counting words over time. But the book is based on a warning: without help from the humanities, data science can distort the past and l...Daugiau...
(Išleidimo metai: 05-Oct-2023, Hardback, Leidėjas: Cambridge University Press, ISBN-13: 9781009262989)
Text mining is the art of counting words over time. The Dangerous Art of Text Mining celebrates the bold new insights into politics, culture, and historical change that can result and argues that, without help from the humanities, data science can...Daugiau...
Subjective Well-Being and Social Media shows how, by exploiting the unprecedented amount of information provided by the social networking sites, it is possible to build new composite indicators of subjective well-being. These new social media indi...Daugiau...
Computational Intelligence Applications for Text and Sentiment Data Analysis explores the most recent advances in text information processing and data analysis technologies, specifically focusing on sentiment analysis from multifaceted data. T...Daugiau...
Corpora and Rhetorically Informed Text Analysis explores applications of rhetorically informed approaches to corpus research. Bringing together contributions from scholars in a variety of fields, it takes up questions of how theories and traditions...Daugiau...
(Išleidimo metai: 26-Jun-2023, Hardback, Leidėjas: Amsterdam University Press, ISBN-13: 9789048558148)
Innovative methods societal relevance of literary perceptions accessibly written What is literature? Can we measure literariness in texts themselves? The innovative Computational Humanities project The Riddle of Literary Quality as...Daugiau...
This book introduces how to enhance the context capture ability of the model, improve the position information perception ability of the pretrained models, and identify and denoise the unlabeled entities. The Chinese medical named entity recogniti...Daugiau...
This handbook presents contemporary developments in the adoption of artificial intelligence in textual analysis of literary works and social media, introducing current approaches, techniques, and practices in data science that are implemented to scr...Daugiau...
