Visual analytics for data scientists / (Record no. 13636)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03681cam a22003735i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 10775 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IN-BhIIT |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240702101032.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 130919s2013 gw |||| o |||| 0|eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783030561482 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | IN-BhIIT |
| 041 ## - LANGUAGE CODE | |
| Language code of text | eng |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.74 |
| Book number | AND/V |
| 245 10 - TITLE STATEMENT | |
| Title | Visual analytics for data scientists / |
| Statement of responsibility, etc | by Natalia Andrienko ... [et al.]. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Switzerland : |
| Name of publisher | Springer, |
| Year of publication | 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xx, 440 p. : |
| Other physical details(ill.) | ill. ; |
| Dimensions(size) | 24 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction -- Conceptual framework -- Transformations of movement data -- Visual analytics infrastructure -- Visual analytics focusing on movers -- Visual analytics focusing on spatial events -- Visual analytics focusing on space -- Visual analytics focusing on time -- Discussion and outlook. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Many important planning decisions in society and business depend on proper knowledge and a correct understanding of movement, be it in transportation, logistics, biology, or the life sciences. Today the widespread use of mobile phones and technologies like GPS and RFID provides an immense amount of data on location and movement. What is needed are new methods of visualization and algorithmic data analysis that are tightly integrated and complement each other to allow end-users and analysts to extract useful knowledge from these extremely large data volumes. This is exactly the topic of this book. As the authors show, modern visual analytics techniques are ready to tackle the enormous challenges brought about by movement data, and the technology and software needed to exploit them are available today. The authors start by illustrating the different kinds of data available to describe movement, from individual trajectories of single objects to multiple trajectories of many objects, and then proceed to detail a conceptual framework, which provides the basis for a fundamental understanding of movement data. With this basis, they move on to more practical and technical aspects, focusing on how to transform movement data to make it more useful, and on the infrastructure necessary for performing visual analytics in practice. In so doing they demonstrate that visual analytics of movement data can yield exciting insights into the behavior of moving persons and objects, but can also lead to an understanding of the events that transpire when things move. Throughout the book, they use sample applications from various domains and illustrate the examples with graphical depictions of both the interactive displays and the analysis results. In summary, readers will benefit from this detailed description of the state of the art in visual analytics in various ways. Researchers will appreciate the scientific precision involved, software technologists will find essential information on algorithms and systems, and practitioners will profit from readily accessible examples with detailed illustrations for practical purposes. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Application software. |
| Topical Term | Data mining. |
| Topical Term | Database management. |
| Topical Term | Geographical information systems. |
| Topical Term | Pattern recognition. |
| Topical Term | Data Mining and Knowledge Discovery. |
| Topical Term | Geographical Information System |
| General subdivision | Cartography. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Andrienko, Natalia, |
| Relator term | Author. |
| Personal name | Andrienko, Gennady. |
| Relator term | Joint author. |
| Personal name | Fuchs, Georg. |
| Relator term | Joint author. |
| Personal name | Slingsby, Aidan. |
| Relator term | Joint author. |
| Personal name | Turkay, Cagatay |
| Relator term | Joint author. |
| Personal name | Wrobel, Stefan, |
| Relator term | Joint author. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Technical Reference Book |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 04/01/2024 | 22 | 4314.44 | 005.74 AND/V | 10775 | 5910.19 | 04/01/2024 | Technical Reference Book |