Big data applications in industry 4.0 / (Record no. 4968)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 05602cam a22005538i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9781003175889 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | FlBoTFG |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240213122826.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr ||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210826s2022 flu ob 001 0 eng |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | OCoLC-P |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | OCoLC-P |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781003175889 |
| Qualifying information | (ebk) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1003175880 |
| Qualifying information | (ebk) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781032008110 |
| Qualifying information | (hbk) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781032191799 |
| Qualifying information | (pbk) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781000537666 |
| Qualifying information | (electronic bk. : PDF) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1000537668 |
| Qualifying information | (electronic bk. : PDF) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781000537673 |
| Qualifying information | (electronic bk. : EPUB) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1000537676 |
| Qualifying information | (electronic bk. : EPUB) |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1269098841 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC-P)1269098841 |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | T59.6 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 021030 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | BUS |
| Subject category code subdivision | 082000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 039000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UN |
| Source | bicssc |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 658.4/038028563 |
| Edition number | 23 |
| 245 00 - TITLE STATEMENT | |
| Title | Big data applications in industry 4.0 / |
| Statement of responsibility, etc. | edited by P. Kaliraj and Devi Thirupathi. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Boca Raton, FL : |
| Name of producer, publisher, distributor, manufacturer | CRC Press, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2022. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 500 ## - GENERAL NOTE | |
| General note | "An Auerbach book". |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "Industry 4.0 is the latest technological innovation in manufacturing with the goal to increase productivity in a flexible and efficient manner. Changing the way in which manufacturers operate, this revolutionary transformation is powered by various technology advances including artificial intelligence (AI), Big Data analytics, Internet-of-Things (IoT) and cloud computing. Big Data analytics has been identified as one of the significant components of Industry 4.0, as it provides valuable insights for smart factory management. Big Data and Industry 4.0 have the potential to reduce resource consumption and optimize processes, thereby playing a key role in achieving sustainable development. Big Data Applications in Industry 4.0 covers the recent advancements that have emerged in the field of Big Data and its applications. The book introduces the concepts and advanced tools and technologies for representing and processing Big Data. It also covers applications of Big Data in such domains as financial services, education, healthcare, biomedical research, logistics, and warehouse management. Researchers, students, scientists, engineers, and statisticians can turn to this book to learn about concepts, technologies, and applications that solve real world problems. The books features: An introduction to data science and the types of data analytics methods accessible today: An overview of data integration concepts, methodologies, and solutions. A general framework of forecasting principles and applications as well as basic forecasting models including naïve, moving average, and exponential smoothing models. A detailed roadmap of the Big Data evolution and its related technological transformation in computing, along with a brief description of related terminologies. The application of Industry 4.0 and Big Data in the field of education. The features, prospects, and significant role of Big Data in banking industry, as well as various use cases of Big Data in banking, finance services, and insurance. Implementing a Data Lake (DL) in the cloud and the significance of a data lake in for decision-making"-- |
| Assigning source | Provided by publisher. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Data Science and Its ApplicationsPaul Abaraham and Lakshminarayanan2. Data, Data IntegrationPavan Gundarapu3. Forecasting Principles and Models : An Overview R. Vijayaraghavan4. Breaking Technology Barriers in Diabetes and Industry 4.0Krishnan Swaminathan, Thavamani, and D Palaniswami 5. Role of Big Data Analytics in Industrial Revolution 4.0V. Bhuvaneswari6. Big Data Infrastructure and Analytics for Education 4.0Chandra Eswaran and Dr Rathinaraja Jayaraj7. Text Analytics in Big Data EnvironmentR.Janani and S. Vijayarani8. Business Data Analytics: Application and Research trendsS. Sharmila and S. Vijayarani9. Role of Big Data Analytics in Financial Service Sector V. Ramanujam and D. Napoleon10. Role of Big Data Analytics in Education DomainC. Sivamathi and S. Vijayarani11. Machine and Deep Learning Algorithms for Social Media AnalyticsE.Suganya and S.Vijayarani12. Robust Statistics: Methods and ApplicationsMuthukrishnan R.13. Big Data in Tribal Healthcare and Biomedical ResearchDhivya Venkatesan, Abilash Valsala Gopalakrishnan, Narayanasamy Arul, Chhakchhuak Lalchhandama, Nachimuthu Senthil Kumar, and Balachandar Vellingiri 14. PySpark towards Data AnalyticsJ. Ramsingh15. How to Implement a Data Lake for Large Enterprises?Mr. Ragavendran Chandrasekaran16. A Novel Application of Data Mining Techniques for Satellite Performance AnalysisS.A.Kannan and T.Devi 17. Big Data Analytics: A Text Mining Perspective and Applications in Biomedicine and HealthcareJeyakumar Natarajan, Balu Bhasuran, and Gurusamy Murugesan |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | OCLC-licensed vendor bibliographic record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Industry 4.0. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Big data. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | COMPUTERS / Database Management / Data Mining |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | BUSINESS & ECONOMICS / Industrial Management |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | COMPUTERS / Management Information Systems |
| Source of heading or term | bisacsh |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kaliraj, P., |
| Relator term | editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Thirupathi, Devi, |
| Relator term | editor. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Taylor & Francis |
| Uniform Resource Identifier | <a href="https://www.taylorfrancis.com/books/9781003175889">https://www.taylorfrancis.com/books/9781003175889</a> |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | OCLC metadata license agreement |
| Uniform Resource Identifier | <a href="http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf">http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf</a> |
No items available.