Advanced Information Systems Engineering: 29th International Conference, CAiSE 2017, Essen, Germany, June 12-16, 2017, Proceedings

Front Matter....Pages I-XXI
Front Matter....Pages 1-1
Digital Transformation at thyssenkrupp: Challenges, Strategies and Examples....Pages 3-12
Information Systems for Retail Companies....Pages 13-25
Front Matter....Pages 27-27
Understanding the Blockchain Using Enterprise Ontology....Pages 29-43
Accommodating Openness Requirements in Software Platforms: A Goal-Oriented Approach....Pages 44-59
Development of Mobile Data Collection Applications by Domain Experts: Experimental Results from a Usability Study....Pages 60-75
Front Matter....Pages 77-77
Checking Process Compliance on the Basis of Uncertain Event-to-Activity Mappings....Pages 79-93
Aligning Modeled and Observed Behavior: A Compromise Between Computation Complexity and Quality....Pages 94-109
Multi-party Business Process Resilience By-Design: A Data-Centric Perspective....Pages 110-124
Front Matter....Pages 125-125
Identifying Domains and Concepts in Short Texts via Partial Taxonomy and Unlabeled Data....Pages 127-143
User Interests Clustering in Business Intelligence Interactions....Pages 144-158
Analysis of Online Discussions in Support of Requirements Discovery....Pages 159-174
Front Matter....Pages 175-175
Discovering Causal Factors Explaining Business Process Performance Variation....Pages 177-192
Enriching Decision Making with Data-Based Thresholds of Process-Related KPIs....Pages 193-209
Characterizing Drift from Event Streams of Business Processes....Pages 210-228
Front Matter....Pages 229-229
Massively Distributed Environments and Closed Itemset Mining: The DCIM Approach....Pages 231-246
Uncovering the Runtime Enterprise Architecture of a Large Distributed Organisation....Pages 247-263
Summarisation and Relevance Evaluation Techniques for Big Data Exploration: The Smart Factory Case Study....Pages 264-279
Front Matter....Pages 281-281
Instance-Based Process Matching Using Event-Log Information....Pages 283-297
Analyzing Process Variants to Understand Differences in Key Performance Indices....Pages 298-313
Discovering Hierarchical Consolidated Models from Process Families....Pages 314-329
Front Matter....Pages 331-331
Survival in Schema Evolution: Putting the Lives of Survivor and Dead Tables in Counterpoint....Pages 333-347
On the Similarity of Process Change Operations....Pages 348-363
Agile Transformation Success Factors: A Practitioner’s Survey....Pages 364-379
Crossing the Boundaries – Agile Methods in Large-Scale, Plan-Driven Organizations: A Case Study from the Financial Services Industry....Pages 380-393
Front Matter....Pages 395-395
Structural Descriptions of Process Models Based on Goal-Oriented Unfolding....Pages 397-412
Aligning Textual and Graphical Descriptions of Processes Through ILP Techniques....Pages 413-427
Use Cases for Understanding Business Process Models....Pages 428-442
Front Matter....Pages 443-443
Predictive Business Process Monitoring Considering Reliability Estimates....Pages 445-460
Leveraging Game-Tree Search for Robust Process Enactment....Pages 461-476
Predictive Business Process Monitoring with LSTM Neural Networks....Pages 477-492
Front Matter....Pages 493-493
Searching Linked Data with a Twist of Serendipity....Pages 495-510
Extraction of Embedded Queries via Static Analysis of Host Code....Pages 511-526
Table Identification and Reconstruction in Spreadsheets....Pages 527-541
Front Matter....Pages 543-543
Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs....Pages 545-560
An Approach for Incorporating Expert Knowledge in Trace Clustering....Pages 561-576
Mining Business Process Stages from Event Logs....Pages 577-594
Front Matter....Pages 595-595
Visual Modeling of Instance-Spanning Constraints in Process-Aware Information Systems....Pages 597-611
Linking Data and BPMN Processes to Achieve Executable Models....Pages 612-628
Discovery of Fuzzy DMN Decision Models from Event Logs....Pages 629-647
Back Matter....Pages 649-650