Chapter 1. Data Envelopment Analysis and Big Data: A Systematic Literature Review with Bibliometric Analysis -- Chapter 2. Acceleration of large-scale DEA computations using random forest classification -- Chapter 3. The estimation of productive efficiency through machine learning techniques:...

Handlungsbedarf in Zeiten von Big Data -- Betrachtungsgegenstände: Preisvorhersage im Energiehandel, Informationswirtschaft und Informationssysteme/Informations- und Kommunikationstechnik -- Konsequenzen für das Informationsmanagement -- Gestaltungsempfehlungen

Logic driven traffic big data analytics: An introduction -- Statistical models and methods -- Spatial-temporal distribution model for travel origin-destination based on multi-source data -- Analyzing spatiotemporal congestion pattern on urban roads based on taxi GPS data -- A ride-sourcing group...

Data Science trägt wesentlich zu einer schnelleren Nutzbarmachung von Markt-, Kunden- und Nutzerdaten bei, inklusive der Analyse von Daten aus Sozialen Netzwerken. Wo früher klassische Statistik für Berechnungen und Vorhersagen herangezogen wurde, da erlauben heute Open-Source-Werkzeuge wie R...

Part I: Theoretical Fundaments -- AI and Big Data in Tourism -- Epistemological Challenges -- Data Science and Interdisciplinarity -- Data Science and Ethical Issues -- Web Scraping -- Part II: Machine Learning -- Machine Learning in Tourism: A Brief Overview -- Feature Engineering -- Clustering...

This book highlights the economic and social science perspectives in light of COVID-19. During 2020, leaders found themselves at historic crossroads, taking decisions under remarkable pressures and uncertainties. However, windows of opportunity are being created to shape the economic recovery,...

AI and Algorithmics have already optimized and automated production and logistics processes. Now it is time to unleash AI on the administrative, planning and even creative procedures in marketing, sales and management. This book provides an easy-to-understand guide to assessing the value and...

This book brings together multi-disciplinary research and practical evidence about the role and exploitation of big data in driving and supporting innovation in tourism. It also provides a consolidated framework and roadmap summarising the major issues that both researchers and practitioners...

Introduction: Knowledge Management, Arts and Humanities: Setting the Scene -- Arts and Humanities in Knowledge Management: Clay Workshop as a Method for Recognising and Creating Individual Knowledge -- Understanding and Fostering Collective Ideation: An Improvisation-based Method -- What Can...

Advertising Targeting -- Algorithm -- Algorithmic Accountability -- American Bar Association -- American Civil Liberties Union -- American Library Association -- Animals -- Anonymity -- Anonymization techniques -- Anthropology -- Apple -- Archaeology -- Arts -- Asian Americans Advancing Justice...