Mobility Data Modeling and Analysis

1. Auflage 2021
ISBN: 978-1-4987-2733-4
Verlag: CRC PR INC

Buch, Englisch, 248 Seiten, Format (B × H): 156 mm x 234 mm

Reihe: Chapman & Hall/CRC Data Mining

Nowadays, pervasive technologies are characterized by their ability to process data related to moving objects. This has resulted in a new data source type called Trajectory Data (TD) which is generated from data captured through moving objects’ activities. This book covers TD and the Trajectory Data Warehouse (TDW) repository used to gather such data. The book proposes a new profile for modeling TD, describes maintenance of the TDW under different schema changes and proposes algorithms to hold the changes.

Zielgruppe

This book is intended for researchers and students in data mining, databases and other related fields.

Autoren/Hrsg.

Akaichi, Jalel

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Spiele-Programmierung, Rendering, Animation
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining

Inhaltsverzeichnis

Moving objects. TD conceptual modeling. Data warehouse modeling. Data warehouse evolution problems and solutions. Comparative study related to different research works. Multidimensional conceptual model for a TDW. Extension based Trajectory UML profile. Schema changes and their impact on the TDW. Maintaining the TDW under schema changes. Querying system able to query a multi-version TDW.

Über Autor(innen)

Jalel Akaichi is an associate professor in the Computer Sciences Department at the University of Tunis, Tunisia.