| 書目名稱 | Ontology-Based Interpretation of Natural Language | | 編輯 | Philipp Cimiano,Christina Unger,John McCrae | | 視頻video | http://file.papertrans.cn/702/701731/701731.mp4 | | 叢書名稱 | Synthesis Lectures on Human Language Technologies | | 圖書封面 |  | | 描述 | 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 extremely difficult and requires a large amount of background knowledge. This book focuses on the interpretation of natural language with respect to specific domain knowledge captured in ontologies. The main contribution is an approach that puts ontologies at the center of the interpretation process. This means that ontologies not only provide a formalization of domain knowledge necessary for interpretation but also support and guide the construction of meaning representations. We start with an introduction to ontologies and demonstrate how linguistic information can be attached to them by means of the ontology lexicon model lemon. These lexica then serve as basis for the automatic generation of grammars, which we use to compositionallyconstruct meaning representations that conform with the vocabulary of an underlying ontology. As a result, the level of representational granularity is not driven by language but by the semantic distin | | 出版日期 | Book 2014 | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-02154-1 | | isbn_softcover | 978-3-031-01026-2 | | isbn_ebook | 978-3-031-02154-1Series ISSN 1947-4040 Series E-ISSN 1947-4059 | | issn_series | 1947-4040 | | copyright | Springer Nature Switzerland AG 2014 |
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