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Advanced Information Systems Engineering

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Cover of 'Advanced Information Systems Engineering'

Table of Contents

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    Book Overview
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    Chapter 1 Digital Transformation at thyssenkrupp: Challenges, Strategies and Examples
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    Chapter 2 Information Systems for Retail Companies
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    Chapter 3 Understanding the Blockchain Using Enterprise Ontology
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    Chapter 4 Accommodating Openness Requirements in Software Platforms: A Goal-Oriented Approach
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    Chapter 5 Development of Mobile Data Collection Applications by Domain Experts: Experimental Results from a Usability Study
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    Chapter 6 Checking Process Compliance on the Basis of Uncertain Event-to-Activity Mappings
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    Chapter 7 Aligning Modeled and Observed Behavior: A Compromise Between Computation Complexity and Quality
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    Chapter 8 Multi-party Business Process Resilience By-Design: A Data-Centric Perspective
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    Chapter 9 Identifying Domains and Concepts in Short Texts via Partial Taxonomy and Unlabeled Data
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    Chapter 10 User Interests Clustering in Business Intelligence Interactions
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    Chapter 11 Analysis of Online Discussions in Support of Requirements Discovery
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    Chapter 12 Discovering Causal Factors Explaining Business Process Performance Variation
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    Chapter 13 Enriching Decision Making with Data-Based Thresholds of Process-Related KPIs
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    Chapter 14 Characterizing Drift from Event Streams of Business Processes
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    Chapter 15 Massively Distributed Environments and Closed Itemset Mining: The DCIM Approach
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    Chapter 16 Uncovering the Runtime Enterprise Architecture of a Large Distributed Organisation
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    Chapter 17 Summarisation and Relevance Evaluation Techniques for Big Data Exploration: The Smart Factory Case Study
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    Chapter 18 Instance-Based Process Matching Using Event-Log Information
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    Chapter 19 Analyzing Process Variants to Understand Differences in Key Performance Indices
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    Chapter 20 Discovering Hierarchical Consolidated Models from Process Families
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    Chapter 21 Survival in Schema Evolution: Putting the Lives of Survivor and Dead Tables in Counterpoint
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    Chapter 22 On the Similarity of Process Change Operations
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    Chapter 23 Agile Transformation Success Factors: A Practitioner’s Survey
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    Chapter 24 Crossing the Boundaries – Agile Methods in Large-Scale, Plan-Driven Organizations: A Case Study from the Financial Services Industry
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    Chapter 25 Structural Descriptions of Process Models Based on Goal-Oriented Unfolding
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    Chapter 26 Aligning Textual and Graphical Descriptions of Processes Through ILP Techniques
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    Chapter 27 Use Cases for Understanding Business Process Models
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    Chapter 28 Predictive Business Process Monitoring Considering Reliability Estimates
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    Chapter 29 Leveraging Game-Tree Search for Robust Process Enactment
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    Chapter 30 Predictive Business Process Monitoring with LSTM Neural Networks
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    Chapter 31 Searching Linked Data with a Twist of Serendipity
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    Chapter 32 Extraction of Embedded Queries via Static Analysis of Host Code
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    Chapter 33 Table Identification and Reconstruction in Spreadsheets
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    Chapter 34 Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs
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    Chapter 35 An Approach for Incorporating Expert Knowledge in Trace Clustering
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    Chapter 36 Mining Business Process Stages from Event Logs
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    Chapter 37 Visual Modeling of Instance-Spanning Constraints in Process-Aware Information Systems
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    Chapter 38 Linking Data and BPMN Processes to Achieve Executable Models
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    Chapter 39 Discovery of Fuzzy DMN Decision Models from Event Logs
Attention for Chapter 17: Summarisation and Relevance Evaluation Techniques for Big Data Exploration: The Smart Factory Case Study
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