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...

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...

Dieses Buch befasst sich mit der zielgerichteten Auswertung von vorhandenen Daten im Unternehmen. Während früher viele Entscheidungen aus dem Bauch heraus getroffen wurden, sind heute die resultierenden Erfolge durch das gestiegene Datenvolumen so gut messbar wie nie zuvor. Doch nicht jede...

Chapter 1. Social Big Data: An Overview and Applications -- Chapter 2. Introduction to Big data Technology -- Chapter 3. Credibility Analysis in Social Big Data -- Chapter 4. Semantic data discovery from Social Big Data -- Chapter 5. Predictive analytics using Social Big Data and machine...

Preface -- 1 Ranking -- 2 Online Learning -- 3 Recommendation Systems -- 4 Classification -- 5 Clustering -- 6 Linear Regression -- 7 Sparse Recovery -- 8 Neural Networks -- 9 Decision Trees -- 10 Solutions.

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...

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...