Data Science with Semantic Technologies: Deployment and Exploration
暫譯: 語義技術的資料科學：部署與探索

Patel, Archana, Debnath, Narayan C.

Data Science with Semantic Technologies: Deployment and Exploration
  • 出版商: CRC
  • 出版日期: 2023-06-20
  • 售價: $7,160
  • 貴賓價: 9.5 折 $6,802
  • 語言: 英文
  • 頁數: 236
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032316683
  • ISBN-13: 9781032316680
  • 相關分類: Data Science

    • 海外代購書籍(需單獨結帳)

商品描述

Gone are the days when data was interlinked with related data by humans and human interpretation was required. Data is no longer just data. It is now considered a Thing or Entity or Concept with meaning, so that a machine not only understands the concept but also extrapolates the way humans do.

Data Science with Semantic Technologies: Deployment and Exploration, the second volume of a two-volume handbook set, provides a roadmap for the deployment of semantic technologies in the field of data science and enables the user to create intelligence through these technologies by exploring the opportunities and eradicating the challenges in the current and future time frame. In addition, this book offers the answer to various questions like: What makes a technology semantic as opposed to other approaches to data science? What is knowledge data science? How does knowledge data science relate to other fields? This book explores the optimal use of these technologies to provide the highest benefit to the user under one comprehensive source and title.

As there is no dedicated book available in the market on this topic at this time, this book becomes a unique resource for scholars, researchers, data scientists, professionals, and practitioners. This volume can serve as an important guide toward applications of data science with semantic technologies for the upcoming generation.

商品描述(中文翻譯)

過去，數據是由人類將相關數據相互連結並需要人類解釋的時代已經一去不復返。數據不再僅僅是數據。它現在被視為一個事物、實體或概念，具有意義，因此機器不僅能理解這些概念，還能像人類一樣推斷。

數據科學與語義技術：部署與探索是兩卷本手冊的第二卷，提供了在數據科學領域中部署語義技術的路線圖，並使使用者能夠通過探索機會和消除當前及未來的挑戰來創造智慧。此外，本書還回答了各種問題，例如：什麼使一項技術成為語義技術，而不是其他數據科學方法？什麼是知識數據科學？知識數據科學與其他領域有何關聯？本書探討了這些技術的最佳使用，以在一個綜合的來源和標題下為使用者提供最大的利益。

由於目前市場上沒有專門針對此主題的書籍，因此本書成為學者、研究人員、數據科學家、專業人士和實踐者的獨特資源。本卷可以作為未來世代在語義技術應用於數據科學方面的重要指導。

作者簡介

Dr. Archana Patel is an Assistant Professor, School of Law, Forensic Justice, & Policy Studies, (General Computer Applications/IT), National Forensic Sciences University, Gandhinagar, Gujarat, India. She has worked as a full time faculty at School of Computing and Information Technology, Eastern International University, Binh Duong Province, Vietnam. She has completed her Postdoc from the Freie Universität Berlin, Berlin, Germany. She has filed a patent entitled "Method and System for Creating Ontology of Knowledge Units In A Computing Environment" in Nov 2019. She has received Doctor of Philosophy (Ph.D.) in Computer Applications and PG degree both from the National Institute of Technology (NIT) Kurukshetra, India in 2020 and 2016 respectively. She has qualified GATE and UGC-NET/JRF exams in year 2017. Dr. Patel has also contributed in research project funded by Defence Research and Development Organization (DRDO), for the period of two year. Dr. Patel is an author or co-author of more than 40 publications in numerous referred journals and conference proceedings. She has been awarded best paper award (four times) in the international conferences. She has served as a reviewer in various reputed journal and conferences. Dr. Patel has received various awards for presentation of research work at various international conferences, teaching and research institutions. She has edited six books and served as a guest editors in many well reputed journals. Dr. Patel served as a keynote at ICOECA-2022 and ICSADL 2022. Her research interests are Ontological Engineering, Semantic Web, Big Data, Expert System and Knowledge Warehouse.

Dr. Narayan C. Debnath is currently the Founding Dean of the School of Computing and Information Technology at Eastern International University, Vietnam. He is also serving as the Head of the Department of Software Engineering at Eastern International University, Vietnam. Dr. Debnath has been the Director of the International Society for Computers and their Applications (ISCA) since 2014. Formerly, Dr. Debnath served as a Full Professor of Computer Science at Winona State University, Minnesota, USA for 28 years (1989-2017). He was elected as the Chairperson of the Computer Science Department at Winona State University for 3 consecutive terms and assumed the role of the Chairperson of the Computer Science Department at Winona State University for 7 years (2010-2017). Dr. Debnath earned a Doctor of Science (D.Sc.) degree in Computer Science and also a Doctor of Philosophy (Ph.D.) degree in Physics. He has served as the elected President for 2 separate terms, Vice President, and Conference Coordinator of the International Society for Computers and their Applications and has been a member of the ISCA Board of Directors since 2001. Dr. Debnath has been an active member of the ACM, IEEE Computer Society, Arab Computer Society, and a senior member of the ISCA.

作者簡介(中文翻譯)

Dr. Archana Patel 是印度古吉拉特邦甘地納格爾國立法醫科學大學法學院、法醫正義與政策研究所（一般計算機應用/資訊科技）的助理教授。她曾在越南平陽省的東方國際大學計算與資訊科技學院擔任全職教職。她在德國柏林自由大學完成了博士後研究。她於2019年11月申請了一項名為「在計算環境中創建知識單元本體的方法和系統」的專利。她於2020年和2016年分別獲得印度國立技術學院（NIT）庫魯克舍特拉的計算機應用博士（Ph.D.）學位和碩士學位。她在2017年通過了GATE和UGC-NET/JRF考試。Dr. Patel還參與了由國防研究與發展組織（DRDO）資助的研究項目，為期兩年。Dr. Patel是40多篇發表於多個同行評審期刊和會議論文集的著作或合著者。她在國際會議中四次獲得最佳論文獎。她曾擔任多個知名期刊和會議的審稿人。Dr. Patel因在各種國際會議上展示研究成果而獲得多項獎項，並在教學和研究機構中獲得認可。她編輯了六本書籍，並在許多知名期刊中擔任客座編輯。Dr. Patel在ICOECA-2022和ICSADL 2022擔任主題演講者。她的研究興趣包括本體工程、語義網、大數據、專家系統和知識倉庫。

Dr. Narayan C. Debnath 目前是越南東方國際大學計算與資訊科技學院的創院院長。他同時擔任東方國際大學軟體工程系的系主任。自2014年以來，Dr. Debnath一直擔任國際計算機及其應用學會（ISCA）的主任。此前，Dr. Debnath在美國明尼蘇達州的維諾納州立大學擔任計算機科學全職教授28年（1989-2017）。他連續三屆當選維諾納州立大學計算機科學系的系主任，並在該系擔任系主任7年（2010-2017）。Dr. Debnath獲得計算機科學的科學博士（D.Sc.）學位以及物理學的哲學博士（Ph.D.）學位。他曾兩度當選國際計算機及其應用學會的總統，並擔任副總統和會議協調員，自2001年以來一直是ISCA董事會成員。Dr. Debnath是ACM、IEEE計算機學會、阿拉伯計算機學會的活躍成員，並且是ISCA的資深會員。

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