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Domain-specific Knowledge Graph Construction by Mayank Kejriwal, Paperback | Indigo Chapters

From Mayank Kejriwal

Current price: $102.50
Domain-specific Knowledge Graph Construction by Mayank Kejriwal, Paperback | Indigo Chapters
Domain-specific Knowledge Graph Construction by Mayank Kejriwal, Paperback | Indigo Chapters

Coles

Domain-specific Knowledge Graph Construction by Mayank Kejriwal, Paperback | Indigo Chapters

From Mayank Kejriwal

Current price: $102.50
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Size: 1 x 9.25 x 1

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The vast amounts of ontologically unstructured information on the Web, including HTML, XML and JSON documents, natural language documents, tweets, blogs, markups, and even structured documents like CSV tables, all contain useful knowledge that can present a tremendous advantage to the Artificial Intelligence community if extracted robustly, efficiently and semi-automatically asknowledge graphs. Domain-specific Knowledge Graph Construction (KGC) is an active research area that has recently witnessed impressive advances due to machine learning techniques like deep neural networks and word embeddings. This book will synthesize Knowledge Graph Construction over Web Data in an engaging and accessible manner. The book will describe atimely topicfor both early -and mid-career researchers. Every year, more papers continue to be published on knowledge graph construction, especially for difficult Web domains. This work would serve as auseful reference, as well as anaccessible but rigorous overviewof this body of work. The book will presentinterdisciplinary connectionswhen possible to engage researchers looking for new ideas or synergies. This will allow the book to bemarketed in multiple venuesand conferences. The book will also appeal topractitioners in industry and data scientistssince it will have chapters on both data collection, as well as a chapter on querying and off-the-shelf implementations. The author has, and continues to, present on this topic at large and important conferences. He plans to make the powerpoint he presents available as a supplement to the work. This will draw a natural audience for the book. Some of the reviewers are unsure about his position in the community but that seems to be more a function of his age rather than his relative expertise. I agree with some of the reviewers that the title is a little complicated. I would recommend "Domain Specific Knowledge Graphs". | Domain-specific Knowledge Graph Construction by Mayank Kejriwal, Paperback | Indigo Chapters

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