Intelligent Natural Language Processing: Trends and Applications (Studies in Computational Intelligence)
暫譯: 智能自然語言處理:趨勢與應用(計算智慧研究)
- 出版商: Springer
- 出版日期: 2017-11-29
- 售價: $11,750
- 貴賓價: 9.5 折 $11,163
- 語言: 英文
- 頁數: 776
- 裝訂: Hardcover
- ISBN: 3319670557
- ISBN-13: 9783319670553
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相關分類:
Text-mining
海外代購書籍(需單獨結帳)
商品描述
This book brings together scientists, researchers, practitioners, and students from academia and industry to present recent and ongoing research activities concerning the latest advances, techniques, and applications of natural language processing systems, and to promote the exchange of new ideas and lessons learned.
Taken together, the chapters of this book provide a collection of high-quality research works that address broad challenges in both theoretical and applied aspects of intelligent natural language processing. The book presents the state-of-the-art in research on natural language processing, computational linguistics, applied Arabic linguistics and related areas.
New trends in natural language processing systems are rapidly emerging – and finding application in various domains including education, travel and tourism, and healthcare, among others. Many issues encountered during the development of these applications can be resolved by incorporating language
technology solutions.The topics covered by the book include: Character and Speech Recognition; Morphological, Syntactic, and Semantic Processing; Information Extraction; Information Retrieval and Question Answering; Text Classification and Text Mining; Text Summarization; Sentiment Analysis; Machine Translation Building and Evaluating Linguistic Resources; and Intelligent Language Tutoring Systems.
商品描述(中文翻譯)
本書匯集了來自學術界和業界的科學家、研究人員、實務工作者和學生,展示有關自然語言處理系統最新進展、技術和應用的近期及持續研究活動,並促進新想法和經驗教訓的交流。
綜合來看,本書的各章節提供了一系列高品質的研究作品,針對智能自然語言處理的理論和應用方面的廣泛挑戰進行探討。本書展示了自然語言處理、計算語言學、應用阿拉伯語言學及相關領域的最新研究成果。
自然語言處理系統的新趨勢正在迅速出現,並在教育、旅遊、醫療等各個領域找到應用。在這些應用的開發過程中遇到的許多問題可以通過整合語言技術解決方案來解決。
本書涵蓋的主題包括:字符和語音識別;形態學、句法學和語義處理;信息提取;信息檢索和問題回答;文本分類和文本挖掘;文本摘要;情感分析;機器翻譯;構建和評估語言資源;以及智能語言輔導系統。