Mobility Data Science by Mahmoud Sakr

Mobility Data Science by Mahmoud Sakr

This textbook covers the key topics in mobility data analysis, including all steps of the data science pipeline illustrated with real-world examples.

The book is composed of three parts. Part I “Fundamental Concepts” provides the background for this book by introducing spatial and temporal databases and motivating the need for mobility databases. Further chapters in this part are devoted to a formal model for representing mobility data, an introduction to mobility data visualization, and the topic of querying mobility databases. Part II “Advanced Topics” covers topics such as query processing and indexing, illustrated with PostgreSQL, introduces mobility data warehouses using synthetic data, and concludes with distributed mobility databases. Part III “Mobility Analytics” covers important topics like mobility data cleaning, including the identification of erroneous data, and mobility analysis using foundational algorithms for spatial and mobility data. It also includes an urban mobility use case that illustrates the concepts presented throughout the book in a real application setting.

This textbook is written for undergraduate and graduate computer science courses on mobility data science. As such, it follows a pedagogical style to make the work of the instructor easier and to help students to understand the concepts being delivered, complementing the presentation with exercises and a companion GitHub repository. SQL is used as a high-level language for analytics, allowing students to write complex data science code, while abstracting away implementation details. Researchers and practitioners who are interested in an introduction to the area of mobility data science will also find the book a useful reference.

Marie-Aude Aufaure is full professor at Ecole Centrale Paris (MAS Laboratory) and head of the SAP Business Objects Chair in Business Intelligence. Her research interests deal with the analysis, retrieval and querying of unstructured data, and the combination of structured and unstructured data. Esteban Zim�nyi is a professor and Director of the Department of Computer and Decision Engineering (CoDE) at Universit� Libre de Bruxelles (ULB). His current research interests include data warehouses, spatio-temporal databases, geographic information systems, the Semantic Web and Web services.

SKU	Unavailable
ISBN 13	9783031826351
ISBN 10	3031826353
Title	Mobility Data Science
Author	Mahmoud Sakr
Series	Data-Centric Systems And Applications
Condition	Unavailable
Binding Type	Hardback
Publisher	Springer International Publishing AG
Year published	2025-04-10
Number of pages	592
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.