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Titlebook: Reasoning Web. Learning, Uncertainty, Streaming, and Scalability; 14th International S Claudia d’Amato,Martin Theobald Textbook 2018 Spring

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Engineering of Web Stream Processing Applications,both by variety and velocity (such as those typically found on the modern Web), (3) present a relevant Web-centric use-case that requires to address simultaneously data velocity and variety, and (4) guide the participants through the development of a Web stream processing application.
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Cold-Start Knowledge Base Population Using Ontology-Based Information Extraction with Conditional Rthe text, we follow the approach adopted in Conditional Random Fields. We decompose the cold-start knowledge base population task into the specific problems of entity recognition, entity linking and slot-filling, and show how they can be modeled using Conditional Random Fields.
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