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Business Information Systems: 22nd International Conference, BIS 2019, Seville, Spain, June 2628, 2019, Proceedings, Part I 2019 ed. [Pehme köide]

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  • Formaat: Paperback / softback, 541 pages, kõrgus x laius: 235x155 mm, kaal: 848 g, 116 Illustrations, color; 155 Illustrations, black and white; XVII, 541 p. 271 illus., 116 illus. in color., 1 Paperback / softback
  • Sari: Lecture Notes in Business Information Processing 353
  • Ilmumisaeg: 18-May-2019
  • Kirjastus: Springer Nature Switzerland AG
  • ISBN-10: 3030204847
  • ISBN-13: 9783030204846
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  • Formaat: Paperback / softback, 541 pages, kõrgus x laius: 235x155 mm, kaal: 848 g, 116 Illustrations, color; 155 Illustrations, black and white; XVII, 541 p. 271 illus., 116 illus. in color., 1 Paperback / softback
  • Sari: Lecture Notes in Business Information Processing 353
  • Ilmumisaeg: 18-May-2019
  • Kirjastus: Springer Nature Switzerland AG
  • ISBN-10: 3030204847
  • ISBN-13: 9783030204846
The two-volume set LNBIP 353 and 354 constitutes the proceedings of the 22nd International Conference on Business Information Systems, BIS 2019, held in Seville, Spain, in June 2019. The theme of the BIS 2019 was "Data Science for Business Information Systems", inspiring researchers to share theoretical and practical knowledge of the different aspects related to Data Science in enterprises. The 67 papers presented in these proceedings were carefully reviewed and selected from 223 submissions. 

The contributions were organized in topical sections as follows:





Part I: Big Data and Data Science; Artificial Intelligence; ICT Project Management; and Smart Infrastructure. Part II: Social Media and Web-based Systems; and Applications, Evaluations and Experiences.
Big Data and Data Science.- Decision-Support for Selecting Big Data
Reference Architectures.- In-memory Big Graph: A Future Research Agenda.-
Modelling Legal Documents For Their Exploitation As Open Data.- Time series
forecasting by recommendation: an empirical analysis on Amazon marketplace.-
A Comparative Application of Multi-Criteria Decision Making in Ontology
Ranking.- Method of Decision-Making Logic Discovery in the Business Process
Textual Data.- Prediction of Productivity and Energy Consumption in a
Consteel Furnace Using Data-Science Models.- Understanding Requirements and
Benefits of the Usage of Predictive Analytics in Management Accounting:
Results of a Qualitative Research Approach.- Deriving Corporate Social
Responsibility Patterns in the MSCI Data.- Profile Inference from
Heterogenous Data.- Triggering ontology alignment revalidation based on the
degree of change significance on the ontology concept level.- Challenging
SQL-on-Hadoop Performance with Apache Druid.-The Impact of Imbalanced
Training Data on Local Matching Learning of Ontologies.- A DMN-based Method
for Context-aware Business Process Modeling Towards Process Variability.- The
Shift from Financial to Non-Financial Measures during Transition into Digital
Retail - A Systematic Literature Review.- Artifical Intelligence.- A Maturity
Model for IT-related Security Incident Management.- A Framework to Monitor
Machine Learning Systems Using Concept Drift Detection.- Determining Optimal
Multi-layer Perceptron Structure Using Linear Regression.- An Effective
Machine Learning Framework for Data Elements Extraction from the Literature
of Anxiety Outcome Measures to Build Systematic Review.- A Model for
Inebriation Recognition in Humans Using Computer Vision.- Interaction of
Information Content and Frequency as predictors of verbs' lengths.- Automated
Prediction of Relevant Key Performance Indicators for Organizations.- Genetic
Programming over Spark for Higgs Boson Classification.- Genetic algorithms
for the picker routing problem in multi-block warehouses.- ICT Project
Management.- Subject-Orientation as a Means for Business Information System
Design - a Theoretical Analysis and Summary.- Quality of Research Information
in RIS Databases: A Multidimensional Approach.- Modifying consent procedures
to collect better data: the case of stress-monitoring wearables in the
workplace.- Cyber Treat Intelligence Modeling.- The Long Way from Science to
Innovation - a Research Approach for Creating an Innovation Project
Methodology.- A COSMIC-Based Approach for Verifying the Conformity of BPMN,
BPEL and Component Models.- Information Systems Planning and Success in SMEs:
Strategizing for IS.- An ICT Project Case Study from Education: A Technology
Review for a Data Engineering Pipeline.- Smart Infrastructure.- Business
Challenges for Service Provisioning in 5G Networks.- Towards an Optimized,
Cloud-Agnostic Deployment of Hybrid Applications.- Deep Influence Diagrams:
An Interpretable and Robust Decision Support System.- A Reference
Architecture Supporting Smart City Applications.- Explaining performance
expectancy of IoT in Chilean SMEs.- Blockchain-based Platform for Smart
Learning Environments.- Improving healthcare processes with smart contracts.-
Energy Efficient Cloud Data Center Using Dynamic Virtual Machine
Consolidation Algorithm.- Safety is the New Black: the increasing Role of
Wearables in Occupational Health and Safety in Construction.