Innovation Through Information Systems: Volume II: A Collection of Latest Research on Technology Issues

Ahlemann, Frederik, Schütte, Reinhard, Stieglitz, Stefan

  • 出版商: Springer
  • 出版日期: 2021-10-16
  • 售價: $7,930
  • 貴賓價: 9.5$7,534
  • 語言: 英文
  • 頁數: 796
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 303086796X
  • ISBN-13: 9783030867966
  • 海外代購書籍(需單獨結帳)

商品描述

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.