New Trends in E-Service and Smart Computing
暫譯: 電子服務與智慧計算的新趨勢

Matsuo, Tokuro, Mine, Tsunenori, Hirokawa, Sachio

  • 出版商: Springer
  • 出版日期: 2019-06-04
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 110
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3319889710
  • ISBN-13: 9783319889719
  • 海外代購書籍(需單獨結帳)

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商品描述

This book examines theoretical and practical aspects of emerging technologies in e-service and artificial intelligence from an academic and professional viewpoint. To do so, it focuses on three major areas: the development of novel user support systems; development of smart mobility; and emerging technologies in Artificial Intelligence (AI). With regard to the development of novel user support systems, Chapter 1 introduces alternative ingredients recommendation using data on co-occurrence relation and ingredients categories to support cooking, while Chapter 2 introduces a study on location information inference using data acquired by low-energy Bluetooth devices. Turning to the development of smart mobility, Chapter 3 highlights a sustainable information infrastructure project for smart mobility systems. In addition, Chapter 4 presents a lifecycle-oriented development process to improve requirements and design in terms of uncertainties to provide sustainable information architectures for smart mobility.

In the book's third and last part - emerging technologies in AI - Chapter 5 presents a summarization task for sports events on Twitter, focusing on an abstractive approach based on sub-events during the sports event. Chapter 6 discusses the generation of headlines using a recurrent neural network based on a machine translation approach. Lastly, Chapter 7 explores customer behavior analysis using enthusiasm analysis, an approach that estimates customers' activation levels.

The book gathers a selection of the highest-quality papers presented at the 4th International Congress on Advanced Applied Informatics, held on July 12-16, 2015 in Okayama, Japan. Given the breadth of its coverage, it offers a valuable resource for practitioners, researchers and students alike.

商品描述(中文翻譯)

本書從學術和專業的角度探討電子服務和人工智慧中新興技術的理論和實踐方面。為此,本書專注於三個主要領域:新型用戶支持系統的開發;智慧移動的發展;以及人工智慧(AI)中的新興技術。關於新型用戶支持系統的開發,第1章介紹了使用共現關係和成分類別數據的替代成分推薦,以支持烹飪,而第2章則介紹了一項使用低能耗藍牙設備獲取數據的地點信息推斷研究。轉向智慧移動的發展,第3章強調了一個可持續信息基礎設施項目,旨在支持智慧移動系統。此外,第4章提出了一個以生命周期為導向的開發過程,以改善在不確定性方面的需求和設計,為智慧移動提供可持續的信息架構。

在本書的第三部分也是最後一部分——人工智慧中的新興技術——第5章介紹了一項針對Twitter上體育賽事的摘要任務,重點是基於賽事中的子事件的抽象方法。第6章討論了基於機器翻譯方法的循環神經網絡生成標題的過程。最後,第7章探討了使用熱情分析進行的顧客行為分析,這是一種估計顧客活躍程度的方法。

本書匯集了在2015年7月12日至16日於日本岡山舉行的第四屆國際高級應用資訊學大會上發表的高品質論文。考慮到其涵蓋的廣度,本書為實務工作者、研究人員和學生提供了寶貴的資源。