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

Chapter 1: Introduction -- Chapter 2: Data for Analytics in Small Businesses -- Chapter 3: Business Analytics Consulting -- Chapter 4: Business Analytics Consulting Phases -- Chapter 5: Descriptive Analytics Tools -- Chapter 6: Predicting Numeric Outcomes -- Chapter 7: Classification Techniques...

Digital Twins in the Industry: Maturity, Functions, Effects -- Architecting Digital Twin-Driven Transformation in the Refrigeration and Air Conditioning Sector -- Practical Application of the Concept of Digital Twins in the Aviation Sector -- Digital Revolution in the Energy Sector: Effects of...

Industrialisierung und De-Industrialisierung? -- TEIL I: Erklärung der Industriellen Entwicklung -- TEIL II: Wertschöpfungsketten und Digitalisierung -- TEIL III: Implikationen für Unternehmen und Staat -- Unternehmensstrategische Herausforderungen. - Wirtschaftspolitische Implikationen.

Chapter 1. Introduction -- Part 1. Upgrading from Above: Industry 4.0 and China’s New Development Strategies -- Chapter 2. Made in China 2025: Advanced Manufacturing and Transformation of Production Networks -- Chapter 3. Alibaba’s Distribution-Driven Approach Towards the Industrial...

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:...

Data equality: the impact and original sin of the new business culture -- De-anonymized tracking: the metaphor of Skynet -- The face and AI -- High definition society: granular governance and a population in cages -- The force of data: how universal recording "warps" human nature -- Data...

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...

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...

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...