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24th BIS 2021: Hannover, Germany
- Witold Abramowicz
, Sören Auer
24th International Conference on Business Information Systems, BIS 2021, Hannover, Germany, June 15-17, 2021. 2021
Preface
- Witold Abramowicz
24th International Conference on Business Information Systems Preface. 1
Big Data
- Maciej Pondel
Deep Learning for Customer Churn Prediction in E-Commerce Decision Support. 3-12 - Felix Kruse, Jan-Philipp Awick, Jorge Marx Gómez, Peter Loos:
Developing a Legal Form Classification and Extraction Approach for Company Entity Matching Benchmark of Rule-Based and Machine Learning Approaches. 13-26 - Alessio Bernardo
Predict COVID-19 Spreading With C-SMOTE. 27-38 - Justin Loye, Katia Jaffrès-Runser, Dima L. Shepelyansky:
Post-Brexit Power of European Union From the World Trade Network Analysis. 39-47 - Dorothea Schneider, Wibke Kusturica:
Towards a Guideline Affording Overarching Knowledge Building in Data Analysis Projects. 49-59 - Merih Seran Uysal, Dominik Hüser, Wil M. P. van der Aalst
Optimization-Based Business Process Model Matching. 61-72 - Dorina Bano, Tom Lichtenstein
Database-Less Extraction of Event Logs from Redo Logs. 73-82 - Aamir Shakir, Daniel Staegemann, Matthias Volk, Naoum Jamous, Klaus Turowski:
Towards a Concept for Building a Big Data Architecture with Microservices. 83-94
Smart Infrastructures
- Niklas Ruhkamp, Stefan Schönig:
Execution of Multi-Perspective Declarative Process Models Using Complex Event Processing. 95-104 - Daniel Richter
Exploring Potential Impacts of Self-Sovereign Identity on Smart Service Systems An Analysis of Electric Vehicle Charging Services. 105-116
Knowledge Graphs
- Finn Klessascheck
Domain-Specific Event Abstraction. 117-126 - Kostiantyn Tkachenko
Ontological Modeling of the State Economic Development Policy for Cultural Industries. 127-137 - Jakub Flotynski
Semantic Representation of Domain Knowledge for Professional VR Training. 139-150 - Dominik Filipiak
Mapping of ImageNet and Wikidata for Knowledge Graphs Enabled Computer Vision. 151-161
Artificial Intelligence
- Marcin Szmydt
Contextual Personality-Aware Recommender System Versus Big Data Recommender System. 163-173 - Parfait Bemarisika, André Totohasina:
Generating a Condensed Representation for Positive and Negative Association Rules A Condensed Representation for Association Rules. 175-186 - Shima Zahmatkesh
Supporting an Expert-centric Process of New Product Introduction With Statistical Machine Learning. 187-198 - Alex Zarifis
Evaluating the New AI and Data Driven Insurance Business Models for Incumbents and Disruptors: Is there Convergence? 199-208 - Jan Hendrik Witte
Evaluation of Deep Learning Instance Segmentation Models for Pig Precision Livestock Farming. 209-220 - Marco Pegoraro
Text-Aware Predictive Monitoring of Business Processes. 221-232
Social Media
- Yihong Zhang, Takahiro Hara:
Predicting E-commerce Item Sales With Web Environment Temporal Background. 233-243 - Umar Ali Bukar
Social Media Crisis Communication Model for Building Public Resilience: A Preliminary Study. 245-256
Applications
- Krzysztof Wecel
Stream Processing Tools for Analyzing Objects in Motion Sending High-Volume Location Data. 257-268 - Rebecca Eichler
Enterprise-Wide Metadata Management An Industry Case on the Current State and Challenges. 269-279 - Ziboud Van Veldhoven
A Scoping Review of the Digital Transformation Literature Using Scientometric Analysis. 281-292 - Katharina Ebner, Geneviève Bassellier, Stefan Smolnik:
Innovating in Circles A Qualitative Analysis on Cycles of IT Feature Recombinations for Performative and Creative Outcomes. 293-305 - Daniela Borissova
An Integrated Group Decision-Making Approach Considering Uncertainty Conditions. 307-316 - Lutfan Lazuardi
Interoperability of Health Digitalization Case Study on Use of Information Technology for Maternal and Child Health Services in Indonesia. 317-327 - Lars Bollweg, Sören Bärsch, Richard Lackes, Markus Siepermann, Peter Weber:
The Digitalization of Local Owner-Operated Retail Outlets: How Environmental and Organizational Factors Drive the Use of Digital Tools and Applications. 329-341 - Sanat Bhargava
A Novel Example-Dependent Cost-Sensitive Stacking Classifier to Identify Tax Return Defaulters. 343-353
ICT Project
- Mari Seeba
Development of the Information Security Management System Standard for Public Sector Organisations in Estonia. 355-366 - Joerg Bueechl, Ralf-Christian Härting, Michael Pressl, Raphael Kaim:
Potentials and Barriers of Agility in Small and Medi-um Sized Enterprises Insights From Qualitative Research in Germany. 367-380
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