New Trends of Research in Ontologies and Lexical Resources: Ideas, Projects, Systems (Theory and Applications of Natural Language Processing)
暫譯: 本體與詞彙資源研究的新趨勢:理念、專案、系統(自然語言處理的理論與應用)
- 出版商: Springer
- 出版日期: 2015-03-07
- 售價: $2,470
- 貴賓價: 9.5 折 $2,347
- 語言: 英文
- 頁數: 300
- 裝訂: Paperback
- ISBN: 3642437788
- ISBN-13: 9783642437786
海外代購書籍(需單獨結帳)
商品描述
In order to exchange knowledge, humans need to share a common lexicon of words as well as
to access the world models underlying that lexicon. What is a natural process for a human turns out to be an extremely hard task for a machine: computers can’t represent knowledge as effectively as humans do, which hampers, for example, meaning disambiguation and communication. Applied ontologies and NLP have been developed to face these challenges. Integrating ontologies with (possibly multilingual) lexical resources is an essential requirement to make human language understandable by machines, and also to enable interoperability and computability across information systems and, ultimately, in the Web.
This book explores recent advances in the integration of ontologies and lexical resources, including questions such as building the required infrastructure (e.g., the Semantic Web) and different formalisms, methods and platforms for eliciting, analyzing and encoding knowledge contents (e.g., multimedia, emotions, events, etc.). The contributors look towards next-generation technologies, shifting the focus from the state of the art to the future of Ontologies and Lexical Resources. This work will be of interest to research scientists, graduate students, and professionals in the fields of knowledge engineering, computational linguistics, and semantic technologies.
商品描述(中文翻譯)
為了交流知識,人類需要共享一套共同的詞彙以及訪問該詞彙背後的世界模型。對於人類來說是自然的過程,卻對機器來說是一項極其困難的任務:計算機無法像人類那樣有效地表達知識,這妨礙了例如意義消歧和溝通等方面的發展。為了應對這些挑戰,已經開發了應用本體論和自然語言處理(NLP)。將本體論與(可能是多語言的)詞彙資源整合是使機器能夠理解人類語言的基本要求,並且能夠實現信息系統之間的互操作性和可計算性,最終在網絡上實現。
本書探討了本體論與詞彙資源整合的最新進展,包括建立所需基礎設施(例如,語義網)以及不同形式主義、方法和平台以引出、分析和編碼知識內容(例如,多媒體、情感、事件等)的問題。貢獻者們展望下一代技術,將重點從當前的技術狀態轉向本體論和詞彙資源的未來。本書將吸引知識工程、計算語言學和語義技術領域的研究科學家、研究生和專業人士的興趣。