Data Science with Semantic Technologies: Deployment and Exploration

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: $7,780
  • 貴賓價: 9.5 折 $7,391
  • 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，數據與相關數據之間需要人類進行關聯並進行人工解讀的時代已經過去。數據不再僅僅是數據，它現在被視為具有意義的事物、實體或概念，以便機器不僅能理解這個概念，還能像人類一樣進行推斷。

《具有語義技術的數據科學：部署與探索》是一套兩卷手冊的第二卷，為數據科學領域中語義技術的部署提供了一個路線圖，並通過探索當前和未來時間框架中的機會和挑戰，使用者能夠通過這些技術創造智能。此外，本書還回答了一些問題，例如：什麼使一個技術具有語義性，與其他數據科學方法相比有何不同？什麼是知識數據科學？知識數據科學與其他領域有何關聯？本書探討了如何最佳地利用這些技術，以在一個全面的來源和標題下為使用者提供最大的效益。

由於目前市場上沒有專門針對這個主題的書籍，因此本書成為學者、研究人員、數據科學家、專業人士和從業人員的獨特資源。本卷可以作為引導新一代應用語義技術的數據科學的重要指南。

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讷格尔国家法医科学大学法学、法医司法与政策研究学院（普通计算机应用/信息技术）的助理教授。她曾在越南平阳省东方国际大学计算机与信息技术学院担任全职教职员。她在德国柏林自由大学完成了博士后研究。她于2019年11月申请了一项名为“在计算环境中创建知识单元本体的方法和系统”的专利。她分别于2020年和2016年在印度国家技术研究所（NIT）库鲁克什特拉获得了计算机应用博士学位和研究生学位。她在2017年通过了GATE和UGC-NET/JRF考试。Patel博士还参与了为期两年的国防研究与发展组织（DRDO）资助的研究项目。Patel博士是多个被引用期刊和会议论文的作者或合著者，发表了40多篇论文。她曾四次获得国际会议的最佳论文奖。她曾担任多个知名期刊和会议的审稿人。Patel博士因在多个国际会议上的研究工作报告、教学和研究机构获得了多个奖项。她编辑了六本书，并担任多个知名期刊的客座编辑。Patel博士曾担任ICOECA-2022和ICSADL 2022的主题演讲嘉宾。她的研究兴趣包括本体工程、语义Web、大数据、专家系统和知识仓库。

Dr. Narayan C. Debnath目前是越南东方国际大学计算机与信息技术学院的创院院长，也是越南东方国际大学软件工程系的系主任。自2014年以来，Debnath博士一直担任国际计算机及其应用学会（ISCA）的主席。此前，Debnath博士在美国明尼苏达州威诺纳州立大学担任计算机科学的全职教授长达28年（1989年至2017年）。他连续三届当选为威诺纳州立大学计算机科学系主任，并在2010年至2017年期间担任该职位7年。Debnath博士获得了计算机科学的博士学位（D.Sc.）和物理学的博士学位（Ph.D.）。他曾连续两届当选为国际计算机及其应用学会的主席，还担任过副主席和会议协调员，并自2001年起担任ISCA董事会成员。Debnath博士是ACM、IEEE计算机学会、阿拉伯计算机学会的活跃成员，也是ISCA的高级会员。

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