Del 47 - Lecture Notes in Information Systems and Organisation

Innovation Through Information Systems

Volume II: A Collection of Latest Research on Technology Issues

Häftad, Engelska, 2021

Av Frederik Ahlemann, Reinhard Schütte, Stefan Stieglitz, Reinhard Schutte

2 509 kr

Beställningsvara. Skickas inom 10-15 vardagar

Fri frakt för medlemmar vid köp för minst 249 kr.

This book presents the current state of research in information systems and digital transformation. Due to the global trend of digitalization and the impact of the Covid 19 pandemic, the need for innovative, high-quality research on information systems is higher than ever. In this context, the book covers a wide range of topics, such as digital innovation, business analytics, artificial intelligence, and IT strategy, which affect companies, individuals, and societies. This volume gathers the revised and peer-reviewed papers on the topic "Technology" presented at the International Conference on Information Systems, held at the University of Duisburg-Essen in 2021.

Produktinformation

Utgivningsdatum2021-10-16
Mått155 x 235 x 43 mm
Vikt1 183 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Information Systems and Organisation
Antal sidor773
Upplaga21001
FörlagSpringer Nature Switzerland AG
ISBN9783030867966

Tillhör följande kategorier

Systemvetenskap och AI inom Data och it
E-handel inom Ekonomi och ledarskap
Affärsapplikationer inom Data och it
Affärsförhandlingar inom Ekonomi och ledarskap
Programvaruutveckling inom Data och it
Tillämpad datateknik inom Data och it

Frederik Ahlemann is a Full Professor of Information Systems at the University of Duisburg-Essen, Germany. His research interests are strategic IT management and digital transformation.Reinhard Schütte is a Full Professor of Information Systems at the University of Duisburg-Essen, Germany. His main research interests are retail and large enterprise systems, digital transformation and philosophy of science.Stefan Stieglitz is a Full Professor of Information Systems at the University of Duisburg-Essen, Germany. His research is about communication and collaboration technologies, including social media and virtual reality.

Data Science & Business Analytics.- Information Extraction from Invoices: A Graph Neural Network Approach for Datasets with High Layout Variety.- Knowledge Sharing in Digital Platform Ecosystems – A Textual Analysis of SAP’s Developer Community.- Leveraging Natural Language Processing to Analyze Scientific Content: Proposal of an NLP pipeline for the field of Computer Vision.- Hybrid Recommender Systems for Next Purchase Prediction Based on Optimal Combination Weights.- Towards a Trust-aware Item Recommendation System on a Graph Autoencoder with Attention Mechanism.- A Holistic Framework for AI Systems in Industrial Applications.- Managing Bias in Machine Learning Projects.- Design, Management and Impact of AI-based Systems.- User-specific Determinants of Conversational Agent Usage: A Review and Potential for Future Research.