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020 _a9783030867973
_9978-3-030-86797-3
024 7 _a10.1007/978-3-030-86797-3
_2doi
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_2bicssc
072 7 _aCOM039000
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072 7 _aKJQ
_2thema
082 0 4 _a658.4038
_223
245 1 0 _aInnovation Through Information Systems
_h[electronic resource] :
_bVolume II: A Collection of Latest Research on Technology Issues /
_cedited by Frederik Ahlemann, Reinhard Schütte, Stefan Stieglitz.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXIX, 773 p. 154 illus., 64 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Information Systems and Organisation,
_x2195-4976 ;
_v47
505 0 _aData 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.
520 _aThis 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.
650 0 _aBusiness information services.
650 0 _aSoftware engineering
_xManagement.
650 0 _aBusiness
_xData processing.
650 0 _aElectronic commerce.
650 1 4 _aBusiness Information Systems.
650 2 4 _aIT in Business.
650 2 4 _aSoftware Management.
650 2 4 _aBusiness Informatics.
650 2 4 _ae-Commerce and e-Business.
700 1 _aAhlemann, Frederik.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSchütte, Reinhard.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aStieglitz, Stefan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030867966
776 0 8 _iPrinted edition:
_z9783030867980
830 0 _aLecture Notes in Information Systems and Organisation,
_x2195-4976 ;
_v47
856 4 0 _uhttps://doi.org/10.1007/978-3-030-86797-3
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
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