Studies on the Semantic Web (IOS Press) – serie
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7 produkter
Semantic Data Mining
An Ontology-based Approach
2017
923 kr
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Ontologies are now increasingly used to integrate, and organize data and knowledge, particularly in data and knowledge-intensive applications in both research and industry.The book is devoted to semantic data mining – a data mining approach where domain ontologies are used as background knowledge, …
Emerging Topics in Semantic Technologies
ISWC 2018 Satellite Events
Av Elena Demidova, Amrapali J. Zaveri m. fl.
2018
961 kr
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This book includes a selection of thoroughly refereed papers accepted at the Satellite Events of the 17th Internal Semantic Web Conference, ISWC 2018, held in Monterey, CA in October 2018. The key areas addressed by these events include the core Semantic Web technologies such as knowledge graphs …
Geographic Knowledge Graph Summarization
Av Bo Yan
2019
961 kr
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Geographic knowledge graphs can have an important role in delivering interoperability, accessibility and the demands of conceptualization in geographic information science (GIS). However, the massive amount of accompanying information and the enormous diversity of geographic knowledge graphs limits …
Managing and Consuming Completeness Information for RDF Data Sources
Av Fariz Darari
2019
961 kr
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The increasing amount of structured data available on the Web is laying the foundations for a global-scale knowledge base. But the ever increasing amount of Semantic Web data gives rise to the question – how complete is that data? Though data on the Semantic Web is generally incomplete, some may …
Strategies and Techniques for Federated Semantic Knowledge Integration and Retrieval
2020
961 kr
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The vast amount of data available on the web has led to the need for effective retrieval techniques to transform that data into usable machine knowledge. But the creation of integrated knowledge, especially knowledge about the same entity from different web data sources, is a challenging task …
Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, Applications and Challenges
Av Freddy Lécué
Häftad, 2020
2328 kr
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The latest advances in Artificial Intelligence and (deep) Machine Learning in particular revealed a major drawback of modern intelligent systems, namely the inability to explain their decisions in a way that humans can easily understand. While eXplainable AI rapidly became an active area of …
Type-Safe Programming for the Semantic Web
Häftad, 2021
903 kr
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Graph-based data formats are a flexible way of representing data – semantic data models in particular – where the schema is part of the data, and have become more popular and had some commercial success in recent years. Semantic data models are also the basis for the Semantic Web – a Web of data …