Download PDF BookEntity Resolution in the Web of Data (Synthesis Lectures on the Semantic Web Theory and Technology)

[Free.Cd7I] Entity Resolution in the Web of Data (Synthesis Lectures on the Semantic Web Theory and Technology)

[Free.Cd7I] Entity Resolution in the Web of Data (Synthesis Lectures on the Semantic Web Theory and Technology)

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Book Details :
Published on: 2015-08-01
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Original language: English

In recent years, several knowledge bases have been built to enable large-scale knowledge sharing, but also an entity-centric Web search, mixing both structured data and text querying. These knowledge bases offer machine-readable descriptions of real-world entities, e.g., persons, places, published on the Web as Linked Data. However, due to the different information extraction tools and curation policies employed by knowledge bases, multiple, complementary and sometimes conflicting descriptions of the same real-world entities may be provided. Entity resolution aims to identify different descriptions that refer to the same entity appearing either within or across knowledge bases. The objective of this book is to present the new entity resolution challenges stemming from the openness of the Web of data in describing entities by an unbounded number of knowledge bases, the semantic and structural diversity of the descriptions provided across domains even for the same real-world entities, as well as the autonomy of knowledge bases in terms of adopted processes for creating and curating entity descriptions. The scale, diversity, and graph structuring of entity descriptions in the Web of data essentially challenge how two descriptions can be effectively compared for similarity, but also how resolution algorithms can efficiently avoid examining pairwise all descriptions. The book covers a wide spectrum of entity resolution issues at the Web scale, including basic concepts and data structures, main resolution tasks and workflows, as well as state-of-the-art algorithmic techniques and experimental trade-offs. Kostas Stefanidis - people.uta.fi Entity Resolution in the Web of Data Synthesis Lectures on The Semantic Web: ... Semantic Web: Theory and Technology ... Entity Resolution over Big Heterogeneous Data. IEEE Xplore Abstract - Entity Resolution in the Web of Data Entity resolution aims to identify ... and graph structuring of entity descriptions in the Web of data essentially ... Synthesis Lectures on the Semantic Web: ... Morgan & Claypool Publishers - Synthesis Lectures on the ... Synthesis Lectures on the Semantic Web: Theory and Technology Lectures ... Synthesis Lectures on the Semantic Web: Theory and ... Entity Resolution in the Web of Data . Semantic Search Over The Web Data Centric Systems And ... linked data synthesis lectures on the semantic web ... record-linkage-entity-resolution-and-duplicate ... on-the-semantic-web-theory-and-technology ... Morgan & Claypool Publishers - Synthesis Lectures on the ... Entity resolution aims to identify ... Entity Resolution in the Web of Data Synthesis Lectures on the Semantic Web: ... Big data and semantic technology: ... Kostas Stefanidis - Foundation for Research & Technology My name is Kostas Stefanidis and I am an Associate Professor ... Entity Resolution in the Web of Data books Synthesis Lectures on The Semantic Web: Theory and ... Entity Resolution in the Web of Data Synthesis Lectures on ... ... the Web of Data Synthesis Lectures on the Semantic Web ... Entity Resolution in the Web of Data (Synthesis Lectures on the Semantic Web: Theory and Technology) Publications - Vasilis Efthymiou Publications. Books: V ... "Entity Resolution in the Web of Data" Synthesis Lectures on The Semantic Web: ... "Minoan ER: Progressive Entity Resolution in the Web of ... Entity resolution in the Web of data (eBook 2015 ... Entity resolution in the Web of data. ... 4711 ; Synthesis lectures on the semantic web theory and technology ; ... Synthesis lectures on the semantic web ... Minoan ER: Progressive Entity Resolution in the Web of Data Minoan ER: Progressive Entity Resolution in the Web of Data ... Resolution in the Web of Data . Synthesis Lectures on the Semantic Web: Theory and Technology.
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