Innovation Through Information Systems

Innovation Through Information Systems

Volume II: A Collection of Latest Research on Technology Issues

Schuette, Reinhard; Ahlemann, Frederik; Stieglitz, Stefan

Springer Nature Switzerland AG

10/2021

773

Mole

Inglês

9783030867966

15 a 20 dias

1199

Descrição não disponível.
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.
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Information systems research;Business information systems;Digital innovation;Digital services;Digital retail;Smart city;Business analytics;Artificial Intelligence Systems;Human-computer interaction;Blockchain;Social Media;Data management;Digital education;Digital transformation;IT Strategy;Business Process Modelling;Design science;Enterprise software;Risk management;Cybersecurity