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Synthesis Lectures on Data Sem...Ontologies have become increasingly important as the use of knowledge graphs m... Ontologies have become increasingly important as the use of knowledge graphs machine learning natural language processing (NLP) and the amount of data generated on a daily basis has exploded. As of 2014 90% of the data in the digital universe was... more
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Synthesis Lectures on Data Sem...This book introduces core natural language processing (NLP) technologies to no... This book introduces core natural language processing (NLP) technologies to non-experts in an easily accessible way as a series of building blocks that lead the user to understand key technologies why they are required and how to integrate them into... more
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Synthesis Lectures on Data Sem...This book provides a comprehensive and accessible introduction to knowledge gr... This book provides a comprehensive and accessible introduction to knowledge graphs which have recently garnered notable attention from both industry and academia. Knowledge graphs are founded on the principle of applying a graph-based abstraction to... more
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Synthesis Lectures on Data Man...After the traditional document-centric Web 1.0 and user-generated content focu... After the traditional document-centric Web 1.0 and user-generated content focused Web 2.0 Web 3.0 has become a repository of an ever growing variety of Web resources that include data and services associated with enterprises social networks sensors... more
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Synthesis Lectures on Data Man...The chase has long been used as a central tool to analyze dependencies and the... The chase has long been used as a central tool to analyze dependencies and their effect on queries. It has been applied to different relevant problems in database theory such as query optimization query containment and equivalence dependency... more
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Synthesis Lectures on Data Man...This lecture introduces systematically into the problem of managing large data... This lecture introduces systematically into the problem of managing large data collections in peer-to-peer systems. Search over large datasets has always been a key problem in peer-to-peer systems and the peer-to-peer paradigm has incited novel... more
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Synthesis Lectures on Human La...For humans understanding a natural language sentence or discourse is so effort... For humans understanding a natural language sentence or discourse is so effortless that we hardly ever think about it. For machines however the task of interpreting natural language especially grasping meaning beyond the literal content has proven... more
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Lecture Notes on Data Engineer...Advances on Intelligent Computing and Data Science: Big Data Analytics Intelli... Advances on Intelligent Computing and Data Science: Big Data Analytics Intelligent Informatics Smart Computing Internet of Things more
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Synthesis Lectures on Data Man...Many applications process high volumes of streaming data among them Internet t... Many applications process high volumes of streaming data among them Internet traffic analysis financial tickers and transaction log mining. In general a data stream is an unbounded data set that is produced incrementally over time rather than being... more
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Synthesis Lectures on Data Man...Spatial database management deals with the storage indexing and querying of da... Spatial database management deals with the storage indexing and querying of data with spatial features such as location and geometric extent. Many applications require the efficient management of spatial data including Geographic Information Systems... more
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Synthesis Lectures on Visualiz...When you picture human-data interactions (HDI) what comes to mind? The datafic... When you picture human-data interactions (HDI) what comes to mind? The datafication of modern life along with open data initiatives advocating for transparency and access to current and historical datasets has fundamentally transformed when where... more
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Synthesis Lectures on Data Min...This book offers a comprehensive overview of the various concepts and research... This book offers a comprehensive overview of the various concepts and research issues about blogs or weblogs. It introduces techniques and approaches tools and applications and evaluation methodologies with examples and case studies. Blogs allow... more
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Synthesis Lectures on Data Man...Data exchange is the problem of finding an instance of a target schema given a... Data exchange is the problem of finding an instance of a target schema given an instance of a source schema and a specification of the relationship between the source and the target. Such a target instance should correctly represent information from... more
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Synthesis Lectures on Data Man...Large-scale data analytics using machine learning (ML) underpins many modern d... Large-scale data analytics using machine learning (ML) underpins many modern data-driven applications. ML systems provide means of specifying and executing these ML workloads in an efficient and scalable manner. Data management is at the heart of... more
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Synthesis Lectures on Data Man...Data profiling refers to the activity of collecting data about data {i.e.} met... Data profiling refers to the activity of collecting data about data {i.e.} metadata. Most IT professionals and researchers who work with data have engaged in data profiling at least informally to understand and explore an unfamiliar dataset or to... more
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