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Advanced information systems engineering : 33rd international conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021 : proceedings / / Marcello La Rosa, Shazia Sadiq, Ernest Teniente (editors)
Advanced information systems engineering : 33rd international conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021 : proceedings / / Marcello La Rosa, Shazia Sadiq, Ernest Teniente (editors)
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2021]
Descrizione fisica 1 online resource (577 pages)
Disciplina 025.04
Collana Lecture notes in computer science
Soggetto topico World Wide Web
ISBN 3-030-79382-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Extended Abstracts of Invited Keynote Talks -- Designing Intelligent Systems: The Role of Affordances and Trust -- Leveraging Artificial Intelligence and Big Data to Address Grand Challenges -- Bad Files, Bad Data, Bad Results: Data Quality and Data Preparation -- Contents -- Privacy and Security -- Towards an Ecosystem of Domain Specific Languages for Threat Modeling -- 1 Introduction -- 2 Related Work -- 3 The Meta Attack Language -- 4 Properties of Ecosystems -- 5 A Vision for the Structure of an Ecosystem -- 6 Single Language Development -- 6.1 Developing a New Language -- 6.2 Language Maintenance -- 6.3 Combining Languages -- 6.4 First Experimentation Insights -- 7 Discussion -- 8 Conclusion -- References -- Privacy-Aware Process Performance Indicators: Framework and Release Mechanisms -- 1 Introduction -- 2 Background -- 2.1 Notions and Notations for Event Logs -- 2.2 Process Performance Indicators -- 2.3 Differential Privacy -- 3 A Framework for Privacy-Aware PPIs -- 4 Release Mechanisms for Privacy-Aware PPIs -- 4.1 Using Function Composition Trees for Privacy Protection -- 4.2 Release Mechanisms for Multi-Instance Measures -- 5 Experimental Evaluation -- 5.1 Controlled Experiments -- 5.2 Case Study: Process for Sepsis Cases -- 6 Related Work -- 7 Conclusion -- References -- P-SGD: A Stochastic Gradient Descent Solution for Privacy-Preserving During Protection Transitions -- 1 Introduction -- 2 Motivating Scenario -- 3 P-SGD Proposal -- 3.1 Deviation Rate Quantification -- 3.2 P-SGD Algorithm -- 4 Experimental Validation and Evaluation -- 4.1 Performance Evaluation -- 5 Related Work -- 5.1 Context-Aware and Personalized Privacy Models -- 5.2 Privacy Protection Functions -- 6 Conclusion and Future Work -- References -- Natural Language Processing and Text.
Extracting Semantic Process Information from the Natural Language in Event Logs -- 1 Introduction -- 2 Motivation -- 2.1 Semantic Roles in Event Data -- 2.2 The Semantic Role Labeling Task -- 3 Semantic Event Log Parsing -- 3.1 Step 1: Data Type Categorization -- 3.2 Step 2: Instance-Level Labeling of Textual Attributes -- 3.3 Step 3: Attribute-Level Classification -- 3.4 Output -- 4 Evaluation -- 4.1 Evaluation Data -- 4.2 Setup -- 4.3 Results -- 5 Case Study -- 6 Related Work -- 7 Conclusion -- References -- Data-Driven Annotation of Textual Process Descriptions Based on Formal Meaning Representations -- 1 Introduction -- 2 Preliminaries -- 2.1 Natural Language Processing -- 2.2 Semantic Parsing, Formal Meaning Representation and UCCA -- 2.3 Artificial Neural Networks for Graphs -- 2.4 Annotation Schemes and Tasks for Textual Process Descriptions -- 3 Related Work -- 4 Approach -- 5 Evaluation -- 5.1 Dataset Description and Experimental Setup -- 5.2 Overall Results and Further Analysis -- 6 Conclusion and Future Work -- References -- An NLP-Based Architecture for the Autocompletion of Partial Domain Models -- 1 Introduction -- 2 Approach -- 2.1 Step A: Initialization -- 2.2 Step B: Suggestion Generation -- 2.3 Step C: Update Model and Historical Data -- 3 Tool Support -- 4 Validation -- 4.1 Experiment and Setup -- 4.2 Recall (RQ1) -- 4.3 Precision (RQ2) -- 4.4 Source of Accepted Suggestions (RQ3) -- 4.5 Performance (RQ4) -- 5 Related Work -- 6 Conclusions -- References -- Process Discovery -- Learning of Process Representations Using Recurrent Neural Networks -- 1 Introduction -- 2 Related Work -- 3 Representation Learning -- 3.1 Recurrent Neural Networks (RNNs) -- 3.2 Our Neural Network Architecture -- 3.3 Limitations -- 4 Evaluation -- 4.1 Datasets -- 4.2 Experimental Setup -- 4.3 Evaluation Metrics -- 4.4 Results: Synthetic Event Logs.
4.5 Results: Real-Life Event Logs -- 5 Discussion -- 6 Conclusion and Future Work -- References -- Extracting Process Features from Event Logs to Learn Coarse-Grained Simulation Models -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 4 Approach -- 4.1 Event Log Preparation -- 4.2 Variable Extraction (SD-Log Generation) -- 5 Evaluation -- 5.1 Designing Simulation Models -- 5.2 Evaluation Results -- 6 Conclusion -- References -- All that Glitters Is Not Gold -- 1 Introduction -- 2 Setting the Stage -- 2.1 Process Discovery and Conformance Checking -- 2.2 Relating Log Quality and Model Quality -- 3 Sampling to Measure Log Quality -- 3.1 Sampling Techniques -- 3.2 Towards Sample Quality Measures for Process Mining -- 4 Designing Process Discovery Algorithms with Guarantees -- 4.1 Stage 1: The Algorithm Is Well Designed -- 4.2 Stage 2: The Algorithm Is Validated -- 4.3 Stage 3: An Established Relationship Between Log and Model Quality -- 4.4 Stage 4: The Algorithm Is Effective -- 5 Related Work -- 6 Conclusion -- References -- Patterns -- Reusable Abstractions and Patterns for Recognising Compositional Conversational Flows -- 1 Introduction -- 2 Related Work -- 3 Overview -- 4 Dialogue Pattern Recogniser -- 4.1 Slot-Value-Flow Pattern -- 4.2 Nested-Intent Pattern -- 4.3 API-Calls Ordering Pattern -- 5 Context Knowledge Service -- 6 Evaluation -- 6.1 Methods -- 6.2 Results -- 7 Conclusions and Future Work -- References -- Design Patterns for Board-Based Collaborative Work Management Tools -- 1 Introduction -- 2 Background and Related Work -- 3 A Metamodel for Board Design -- 4 Patterns for Board Design -- 5 Application of Patterns in the Templates -- 6 Conclusions and Future Work -- References -- ADaMaP: Automatic Alignment of Relational Data Sources Using Mapping Patterns -- 1 Introduction -- 2 Model -- 2.1 OBDA Framework -- 2.2 Mapping Patterns.
2.3 The Alignment of Data Sources with Mapping Patterns Problem -- 3 Extracting Semantics from Data Sources with ADaMaP -- 3.1 ADaMaP: Automatically Extracting Semantics from Data Sources -- 3.2 Usage of Aligning Data Sources with Mapping Patterns -- 4 Empirical Evaluation -- 4.1 Experiments Setting -- 4.2 Results -- 5 Related Work -- 6 Conclusions -- References -- Data and Task Management -- A Metadata Model to Connect Isolated Data Silos and Activities of the CAE Domain -- 1 Introduction -- 2 Challenges for Data Management in the CAE Domain -- 2.1 Product Development Project Workflow -- 2.2 Use Case: Feedback in Virtual Product Development -- 2.3 Challenges for CAE Data and Metadata Management -- 3 Related Work -- 4 Grab'MeMo: A Graph-Based Metadata Model -- 4.1 Conceptual Metadata Model -- 4.2 Graph-Based Logical Model -- 5 Implementation and Validation -- 5.1 Prototypical Implementation and Design Considerations -- 5.2 Use Case: CAE-CAT Feedback -- 6 Conclusion -- References -- Challenges and Perils of Testing Database Manipulation Code -- 1 Introduction -- 2 Motivational Study -- 3 Challenges and Problems When Testing DB Access Code -- 3.1 Context and Data Collection -- 3.2 Taxonomy of Database Testing Issues -- 3.3 Discussion and Implications -- 4 Threats to Validity -- 5 Related Work -- 6 Conclusion -- References -- Semi-contingent Task Durations: Characterization and Controllability -- 1 Introduction -- 2 Characterization of Semi-contingent Durations -- 3 Modeling Processes with Semi-contingent Durations -- 3.1 Process Model -- 3.2 Temporal Semantics -- 4 Controllability of Processes with Semi-contingent Durations -- 4.1 Simple Temporal Network with Semi-contingency and Uncertainty (STNSU) -- 4.2 Mapping Processes into STNSUs -- 4.3 Dynamic Controllability of STNSUs -- 4.4 Inference Rules for STNSUs -- 4.5 Checking Dynamic Controllability.
5 Implementation, Evaluation, and Discussion -- 6 Related Work -- 7 Conclusions -- References -- Constraint Modelling -- Referential Integrity Under Uncertain Data -- 1 Introduction -- 2 Application Scenario -- 3 Related Work -- 3.1 Classical Inclusion Dependencies -- 3.2 Approximate Inclusion Dependencies -- 3.3 Data Quality and Inclusion Dependencies -- 3.4 Other Classes of Possibilistic Constraints and Approaches to Uncertainty -- 4 Possibilistic Databases -- 5 Possibilistic Inclusion Dependencies -- 6 Reasoning About Possibilistic Inclusion Dependencies -- 6.1 Correspondence to INDs -- 6.2 Algorithmic Characterization -- 6.3 PSPACE-Completeness and Fixed-Parameter Tractability -- 7 Conclusion and Future Work -- References -- Uniqueness Constraints on Property Graphs -- 1 Introduction -- 2 Application Scenario -- 3 Literature Review -- 4 Multi-label Embedded Uniqueness Constraints -- 4.1 Property Graph Model -- 4.2 Introducing Embedded Uniqueness Constraints -- 4.3 Real-World eUCs for Managing Node Integrity and Node De-Duplication -- 5 Use Cases -- 5.1 Updates -- 5.2 Indexing for Efficient Updates and Queries -- 6 Reasoning -- 6.1 Axiomatic Characterization -- 6.2 Algorithmic Characterization -- 7 Applications in Information Systems Engineering -- 7.1 Business Rule Elicitation and Detecting Data Quality Problems -- 7.2 Towards Data Quality-Driven Schema Design -- 8 Recommendations for Graph Database Systems -- 9 Conclusion and Future Work -- References -- Refining Case Models Using Cardinality Constraints -- 1 Introduction -- 2 FCM Syntax and Notation -- 3 Execution Semantics -- 3.1 Walk-Through -- 3.2 A Translational Semantics -- 4 Implementation and Discussion -- 5 Related Work -- 6 Conclusion -- References -- Process Understanding.
Digging for Gold in RPA Projects - A Quantifiable Method to Identify and Prioritize Suitable RPA Process Candidates.
Record Nr. UNINA-9910488719303321
Cham, Switzerland : , : Springer, , [2021]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Advanced information systems engineering : 33rd international conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021 : proceedings / / Marcello La Rosa, Shazia Sadiq, Ernest Teniente (editors)
Advanced information systems engineering : 33rd international conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021 : proceedings / / Marcello La Rosa, Shazia Sadiq, Ernest Teniente (editors)
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2021]
Descrizione fisica 1 online resource (577 pages)
Disciplina 025.04
Collana Lecture notes in computer science
Soggetto topico World Wide Web
ISBN 3-030-79382-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Extended Abstracts of Invited Keynote Talks -- Designing Intelligent Systems: The Role of Affordances and Trust -- Leveraging Artificial Intelligence and Big Data to Address Grand Challenges -- Bad Files, Bad Data, Bad Results: Data Quality and Data Preparation -- Contents -- Privacy and Security -- Towards an Ecosystem of Domain Specific Languages for Threat Modeling -- 1 Introduction -- 2 Related Work -- 3 The Meta Attack Language -- 4 Properties of Ecosystems -- 5 A Vision for the Structure of an Ecosystem -- 6 Single Language Development -- 6.1 Developing a New Language -- 6.2 Language Maintenance -- 6.3 Combining Languages -- 6.4 First Experimentation Insights -- 7 Discussion -- 8 Conclusion -- References -- Privacy-Aware Process Performance Indicators: Framework and Release Mechanisms -- 1 Introduction -- 2 Background -- 2.1 Notions and Notations for Event Logs -- 2.2 Process Performance Indicators -- 2.3 Differential Privacy -- 3 A Framework for Privacy-Aware PPIs -- 4 Release Mechanisms for Privacy-Aware PPIs -- 4.1 Using Function Composition Trees for Privacy Protection -- 4.2 Release Mechanisms for Multi-Instance Measures -- 5 Experimental Evaluation -- 5.1 Controlled Experiments -- 5.2 Case Study: Process for Sepsis Cases -- 6 Related Work -- 7 Conclusion -- References -- P-SGD: A Stochastic Gradient Descent Solution for Privacy-Preserving During Protection Transitions -- 1 Introduction -- 2 Motivating Scenario -- 3 P-SGD Proposal -- 3.1 Deviation Rate Quantification -- 3.2 P-SGD Algorithm -- 4 Experimental Validation and Evaluation -- 4.1 Performance Evaluation -- 5 Related Work -- 5.1 Context-Aware and Personalized Privacy Models -- 5.2 Privacy Protection Functions -- 6 Conclusion and Future Work -- References -- Natural Language Processing and Text.
Extracting Semantic Process Information from the Natural Language in Event Logs -- 1 Introduction -- 2 Motivation -- 2.1 Semantic Roles in Event Data -- 2.2 The Semantic Role Labeling Task -- 3 Semantic Event Log Parsing -- 3.1 Step 1: Data Type Categorization -- 3.2 Step 2: Instance-Level Labeling of Textual Attributes -- 3.3 Step 3: Attribute-Level Classification -- 3.4 Output -- 4 Evaluation -- 4.1 Evaluation Data -- 4.2 Setup -- 4.3 Results -- 5 Case Study -- 6 Related Work -- 7 Conclusion -- References -- Data-Driven Annotation of Textual Process Descriptions Based on Formal Meaning Representations -- 1 Introduction -- 2 Preliminaries -- 2.1 Natural Language Processing -- 2.2 Semantic Parsing, Formal Meaning Representation and UCCA -- 2.3 Artificial Neural Networks for Graphs -- 2.4 Annotation Schemes and Tasks for Textual Process Descriptions -- 3 Related Work -- 4 Approach -- 5 Evaluation -- 5.1 Dataset Description and Experimental Setup -- 5.2 Overall Results and Further Analysis -- 6 Conclusion and Future Work -- References -- An NLP-Based Architecture for the Autocompletion of Partial Domain Models -- 1 Introduction -- 2 Approach -- 2.1 Step A: Initialization -- 2.2 Step B: Suggestion Generation -- 2.3 Step C: Update Model and Historical Data -- 3 Tool Support -- 4 Validation -- 4.1 Experiment and Setup -- 4.2 Recall (RQ1) -- 4.3 Precision (RQ2) -- 4.4 Source of Accepted Suggestions (RQ3) -- 4.5 Performance (RQ4) -- 5 Related Work -- 6 Conclusions -- References -- Process Discovery -- Learning of Process Representations Using Recurrent Neural Networks -- 1 Introduction -- 2 Related Work -- 3 Representation Learning -- 3.1 Recurrent Neural Networks (RNNs) -- 3.2 Our Neural Network Architecture -- 3.3 Limitations -- 4 Evaluation -- 4.1 Datasets -- 4.2 Experimental Setup -- 4.3 Evaluation Metrics -- 4.4 Results: Synthetic Event Logs.
4.5 Results: Real-Life Event Logs -- 5 Discussion -- 6 Conclusion and Future Work -- References -- Extracting Process Features from Event Logs to Learn Coarse-Grained Simulation Models -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 4 Approach -- 4.1 Event Log Preparation -- 4.2 Variable Extraction (SD-Log Generation) -- 5 Evaluation -- 5.1 Designing Simulation Models -- 5.2 Evaluation Results -- 6 Conclusion -- References -- All that Glitters Is Not Gold -- 1 Introduction -- 2 Setting the Stage -- 2.1 Process Discovery and Conformance Checking -- 2.2 Relating Log Quality and Model Quality -- 3 Sampling to Measure Log Quality -- 3.1 Sampling Techniques -- 3.2 Towards Sample Quality Measures for Process Mining -- 4 Designing Process Discovery Algorithms with Guarantees -- 4.1 Stage 1: The Algorithm Is Well Designed -- 4.2 Stage 2: The Algorithm Is Validated -- 4.3 Stage 3: An Established Relationship Between Log and Model Quality -- 4.4 Stage 4: The Algorithm Is Effective -- 5 Related Work -- 6 Conclusion -- References -- Patterns -- Reusable Abstractions and Patterns for Recognising Compositional Conversational Flows -- 1 Introduction -- 2 Related Work -- 3 Overview -- 4 Dialogue Pattern Recogniser -- 4.1 Slot-Value-Flow Pattern -- 4.2 Nested-Intent Pattern -- 4.3 API-Calls Ordering Pattern -- 5 Context Knowledge Service -- 6 Evaluation -- 6.1 Methods -- 6.2 Results -- 7 Conclusions and Future Work -- References -- Design Patterns for Board-Based Collaborative Work Management Tools -- 1 Introduction -- 2 Background and Related Work -- 3 A Metamodel for Board Design -- 4 Patterns for Board Design -- 5 Application of Patterns in the Templates -- 6 Conclusions and Future Work -- References -- ADaMaP: Automatic Alignment of Relational Data Sources Using Mapping Patterns -- 1 Introduction -- 2 Model -- 2.1 OBDA Framework -- 2.2 Mapping Patterns.
2.3 The Alignment of Data Sources with Mapping Patterns Problem -- 3 Extracting Semantics from Data Sources with ADaMaP -- 3.1 ADaMaP: Automatically Extracting Semantics from Data Sources -- 3.2 Usage of Aligning Data Sources with Mapping Patterns -- 4 Empirical Evaluation -- 4.1 Experiments Setting -- 4.2 Results -- 5 Related Work -- 6 Conclusions -- References -- Data and Task Management -- A Metadata Model to Connect Isolated Data Silos and Activities of the CAE Domain -- 1 Introduction -- 2 Challenges for Data Management in the CAE Domain -- 2.1 Product Development Project Workflow -- 2.2 Use Case: Feedback in Virtual Product Development -- 2.3 Challenges for CAE Data and Metadata Management -- 3 Related Work -- 4 Grab'MeMo: A Graph-Based Metadata Model -- 4.1 Conceptual Metadata Model -- 4.2 Graph-Based Logical Model -- 5 Implementation and Validation -- 5.1 Prototypical Implementation and Design Considerations -- 5.2 Use Case: CAE-CAT Feedback -- 6 Conclusion -- References -- Challenges and Perils of Testing Database Manipulation Code -- 1 Introduction -- 2 Motivational Study -- 3 Challenges and Problems When Testing DB Access Code -- 3.1 Context and Data Collection -- 3.2 Taxonomy of Database Testing Issues -- 3.3 Discussion and Implications -- 4 Threats to Validity -- 5 Related Work -- 6 Conclusion -- References -- Semi-contingent Task Durations: Characterization and Controllability -- 1 Introduction -- 2 Characterization of Semi-contingent Durations -- 3 Modeling Processes with Semi-contingent Durations -- 3.1 Process Model -- 3.2 Temporal Semantics -- 4 Controllability of Processes with Semi-contingent Durations -- 4.1 Simple Temporal Network with Semi-contingency and Uncertainty (STNSU) -- 4.2 Mapping Processes into STNSUs -- 4.3 Dynamic Controllability of STNSUs -- 4.4 Inference Rules for STNSUs -- 4.5 Checking Dynamic Controllability.
5 Implementation, Evaluation, and Discussion -- 6 Related Work -- 7 Conclusions -- References -- Constraint Modelling -- Referential Integrity Under Uncertain Data -- 1 Introduction -- 2 Application Scenario -- 3 Related Work -- 3.1 Classical Inclusion Dependencies -- 3.2 Approximate Inclusion Dependencies -- 3.3 Data Quality and Inclusion Dependencies -- 3.4 Other Classes of Possibilistic Constraints and Approaches to Uncertainty -- 4 Possibilistic Databases -- 5 Possibilistic Inclusion Dependencies -- 6 Reasoning About Possibilistic Inclusion Dependencies -- 6.1 Correspondence to INDs -- 6.2 Algorithmic Characterization -- 6.3 PSPACE-Completeness and Fixed-Parameter Tractability -- 7 Conclusion and Future Work -- References -- Uniqueness Constraints on Property Graphs -- 1 Introduction -- 2 Application Scenario -- 3 Literature Review -- 4 Multi-label Embedded Uniqueness Constraints -- 4.1 Property Graph Model -- 4.2 Introducing Embedded Uniqueness Constraints -- 4.3 Real-World eUCs for Managing Node Integrity and Node De-Duplication -- 5 Use Cases -- 5.1 Updates -- 5.2 Indexing for Efficient Updates and Queries -- 6 Reasoning -- 6.1 Axiomatic Characterization -- 6.2 Algorithmic Characterization -- 7 Applications in Information Systems Engineering -- 7.1 Business Rule Elicitation and Detecting Data Quality Problems -- 7.2 Towards Data Quality-Driven Schema Design -- 8 Recommendations for Graph Database Systems -- 9 Conclusion and Future Work -- References -- Refining Case Models Using Cardinality Constraints -- 1 Introduction -- 2 FCM Syntax and Notation -- 3 Execution Semantics -- 3.1 Walk-Through -- 3.2 A Translational Semantics -- 4 Implementation and Discussion -- 5 Related Work -- 6 Conclusion -- References -- Process Understanding.
Digging for Gold in RPA Projects - A Quantifiable Method to Identify and Prioritize Suitable RPA Process Candidates.
Record Nr. UNISA-996464523503316
Cham, Switzerland : , : Springer, , [2021]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Advances in conceptual modeling : ER 2021 workshops CoMoNoS, EmpER, CMLS St. John's, NL, Canada, October 18-21, 2021, proceedings / / edited by Iris Reinhartz-Berger, Shazia Sadiq
Advances in conceptual modeling : ER 2021 workshops CoMoNoS, EmpER, CMLS St. John's, NL, Canada, October 18-21, 2021, proceedings / / edited by Iris Reinhartz-Berger, Shazia Sadiq
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2021]
Descrizione fisica 1 online resource (148 pages)
Disciplina 005.1
Collana Lecture Notes in Computer Science
Soggetto topico Computer architecture
Software engineering
Artificial intelligence
ISBN 3-030-88358-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNISA-996464487203316
Cham, Switzerland : , : Springer, , [2021]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Advances in conceptual modeling : ER 2021 workshops CoMoNoS, EmpER, CMLS St. John's, NL, Canada, October 18-21, 2021, proceedings / / edited by Iris Reinhartz-Berger, Shazia Sadiq
Advances in conceptual modeling : ER 2021 workshops CoMoNoS, EmpER, CMLS St. John's, NL, Canada, October 18-21, 2021, proceedings / / edited by Iris Reinhartz-Berger, Shazia Sadiq
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2021]
Descrizione fisica 1 online resource (148 pages)
Disciplina 005.1
Collana Lecture Notes in Computer Science
Soggetto topico Computer architecture
Software engineering
Artificial intelligence
ISBN 3-030-88358-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910502983203321
Cham, Switzerland : , : Springer, , [2021]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Business Process Management [[electronic resource] ] : 21st International Conference, BPM 2023, Utrecht, The Netherlands, September 11–15, 2023, Proceedings / / edited by Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch, Shazia Sadiq
Business Process Management [[electronic resource] ] : 21st International Conference, BPM 2023, Utrecht, The Netherlands, September 11–15, 2023, Proceedings / / edited by Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch, Shazia Sadiq
Autore Di Francescomarino Chiara
Edizione [1st ed. 2023.]
Pubbl/distr/stampa Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
Descrizione fisica 1 online resource (510 pages)
Disciplina 025.04
Altri autori (Persone) BurattinAndrea
JanieschChristian
SadiqShazia
Collana Lecture Notes in Computer Science
Soggetto topico Information storage and retrieval systems
Data structures (Computer science)
Information theory
Data mining
Algorithms
Electronic commerce
Information technology - Management
Information Storage and Retrieval
Data Structures and Information Theory
Data Mining and Knowledge Discovery
Design and Analysis of Algorithms
e-Commerce and e-Business
Computer Application in Administrative Data Processing
ISBN 3-031-41620-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Research Track I: Foundations -- Efficient Optimal Alignment between Dynamic Condition Response Graphs and Traces -- Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models -- Event Abstraction for Partial Order Patterns -- Incremental Discovery of Process Models Using Trace Fragments -- Approximating Multi-Perspective Trace Alignment Using Trace Encoding -- POWL: Partially Ordered Workflow Language -- Polynomial-Time Conformance Checking for Process Trees -- Research Track II: Engineering -- Investigating the Influence of Data-aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve -- yLoPro: Profiling the Dynamics of Event Logs -- Does This Make Sense? Machine Learning-based Detection of Semantic Anomalies in Business Processes -- Inferring Missing Entity Identifiers from Context using Event Knowledge Graphs -- Process Channels: A New Layer for Process Enactment Based on Blockchain State Channels -- Action-Evolution Petri Nets: a Framework for Modeling and Solving Dynamic Task Assignment Problems -- Context-Based Activity Label-Splitting -- Verifying Resource Compliance Requirements From Natural Language Text Over Event Logs -- From Text to Performance Measurement: Automatically Computing Process Performance using Textual Descriptions and Event Logs -- Agent Miner: An Algorithm for Discovering Agent Systems from Event Data -- Interactive Multi-Interest Process Pattern Discovery -- Research Track III: Management -- Increasing RPA adoption: An experiment on countermeasures for status quo bias -- Stochastic-Aware Comparative Process Mining in Healthcare -- On the Cognitive Effects of Abstraction and Fragmentation in Modularized Process Models.-Not Here, But There: Human Resource Allocation Patterns -- A Novel Multi-Perspective Trace Clustering Technique for IoT-enhanced Processes: A Case Study in Smart Manufacturing -- The Impact of Process Complexity on Process Performance: A Study using Event Log Data -- Deviation from Standards and Performance in Knowledge-Intensive Processes: Evidence from the Process of Selling Customized IT Solutions -- Benevolent Business Processes - Design Guidelines Beyond Transactional Value -- PEM4PPM: A Cognitive Perspective on the Process of Process Mining.
Record Nr. UNINA-9910743688503321
Di Francescomarino Chiara  
Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Business Process Management [[electronic resource] ] : 21st International Conference, BPM 2023, Utrecht, The Netherlands, September 11–15, 2023, Proceedings / / edited by Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch, Shazia Sadiq
Business Process Management [[electronic resource] ] : 21st International Conference, BPM 2023, Utrecht, The Netherlands, September 11–15, 2023, Proceedings / / edited by Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch, Shazia Sadiq
Autore Di Francescomarino Chiara
Edizione [1st ed. 2023.]
Pubbl/distr/stampa Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
Descrizione fisica 1 online resource (510 pages)
Disciplina 025.04
Altri autori (Persone) BurattinAndrea
JanieschChristian
SadiqShazia
Collana Lecture Notes in Computer Science
Soggetto topico Information storage and retrieval systems
Data structures (Computer science)
Information theory
Data mining
Algorithms
Electronic commerce
Information technology - Management
Information Storage and Retrieval
Data Structures and Information Theory
Data Mining and Knowledge Discovery
Design and Analysis of Algorithms
e-Commerce and e-Business
Computer Application in Administrative Data Processing
ISBN 3-031-41620-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Research Track I: Foundations -- Efficient Optimal Alignment between Dynamic Condition Response Graphs and Traces -- Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models -- Event Abstraction for Partial Order Patterns -- Incremental Discovery of Process Models Using Trace Fragments -- Approximating Multi-Perspective Trace Alignment Using Trace Encoding -- POWL: Partially Ordered Workflow Language -- Polynomial-Time Conformance Checking for Process Trees -- Research Track II: Engineering -- Investigating the Influence of Data-aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve -- yLoPro: Profiling the Dynamics of Event Logs -- Does This Make Sense? Machine Learning-based Detection of Semantic Anomalies in Business Processes -- Inferring Missing Entity Identifiers from Context using Event Knowledge Graphs -- Process Channels: A New Layer for Process Enactment Based on Blockchain State Channels -- Action-Evolution Petri Nets: a Framework for Modeling and Solving Dynamic Task Assignment Problems -- Context-Based Activity Label-Splitting -- Verifying Resource Compliance Requirements From Natural Language Text Over Event Logs -- From Text to Performance Measurement: Automatically Computing Process Performance using Textual Descriptions and Event Logs -- Agent Miner: An Algorithm for Discovering Agent Systems from Event Data -- Interactive Multi-Interest Process Pattern Discovery -- Research Track III: Management -- Increasing RPA adoption: An experiment on countermeasures for status quo bias -- Stochastic-Aware Comparative Process Mining in Healthcare -- On the Cognitive Effects of Abstraction and Fragmentation in Modularized Process Models.-Not Here, But There: Human Resource Allocation Patterns -- A Novel Multi-Perspective Trace Clustering Technique for IoT-enhanced Processes: A Case Study in Smart Manufacturing -- The Impact of Process Complexity on Process Performance: A Study using Event Log Data -- Deviation from Standards and Performance in Knowledge-Intensive Processes: Evidence from the Process of Selling Customized IT Solutions -- Benevolent Business Processes - Design Guidelines Beyond Transactional Value -- PEM4PPM: A Cognitive Perspective on the Process of Process Mining.
Record Nr. UNISA-996546849003316
Di Francescomarino Chiara  
Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Business Process Management [[electronic resource] ] : 12th International Conference, BPM 2014, Haifa, Israel, September 7-11, 2014, Proceedings / / edited by Shazia Sadiq, Pnina Soffer, Hagen Völzer
Business Process Management [[electronic resource] ] : 12th International Conference, BPM 2014, Haifa, Israel, September 7-11, 2014, Proceedings / / edited by Shazia Sadiq, Pnina Soffer, Hagen Völzer
Edizione [1st ed. 2014.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Descrizione fisica 1 online resource (XVI, 434 p. 141 illus.)
Disciplina 658.054
Collana Information Systems and Applications, incl. Internet/Web, and HCI
Soggetto topico Application software
Information technology
Business—Data processing
Software engineering
Information Systems Applications (incl. Internet)
IT in Business
Computer Appl. in Administrative Data Processing
Software Engineering
ISBN 3-319-10172-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Part: Declarative Processes -- Monitoring Business Metaconstraints Based on LTL and LDL for Finite Traces -- Hierarchical Declarative Modelling with Refinement and Sub-processes -- Discovering Target-Branched Declare Constraints -- Part: User-Centered Process Approaches -- Crowd-Based Mining of Reusable Process Model Patterns -- A Recommender System for Process Discovery -- Listen to Me: Improving Process Model Matching through User Feedback -- Part: Process Discovery -- Beyond Tasks and Gateways: Discovering BPMN Models with Subprocesses, Boundary Events and Activity Markers -- A Genetic Algorithm for Process Discovery Guided by Completeness, Precision and Simplicity -- Constructs Competition Miner: Process Control-Flow Discovery of BP-Domain Constructs -- Part: Integrative BPM -- Chopping Down Trees vs. Sharpening the Axe – Balancing the Development of BPM Capabilities with Process Improvement -- Implicit BPM: A Business Process Platform for Transparent Workflow Weaving -- Modeling Concepts for Internal Controls in Business Processes – An Empirically Grounded Extension of BPMN -- Part: Resource and Time Management in BPM -- Mining Resource Scheduling Protocols -- Dealing with Changes of Time-Aware Processes -- Temporal Anomaly Detection in Business Processes -- Part: Process Analytics -- A General Framework for Correlating Business Process Characteristics -- Behavioral Comparison of Process Models Based on Canonically Reduced Event Structures -- Where Did I Go Wrong? Explaining Errors in Business Process Models -- Part: Industry Papers -- User-Friendly Property Specification and Process Verification – A Case Study with Vehicle-Commissioning Processes -- Analysis of Operational Data for Expertise Aware Staffing -- From a Family of State-Centric PAIS to a Configurable and Parameterized Business Process Architecture -- Part: Short Papers: Process Enabled Environments -- DRain: An Engine for Quality-of-Result Driven Process-Based Data Analytics -- Use Your Best Device! Enabling Device Changes at Runtime -- Specifying Flexible Human Behavior in Interaction-Intensive Process Environments -- Separating Execution and Data Management: A Key to Business Process-as-a-Service (BPaaS) -- Assessing the Need for Visibility of Business Processes – A Process Visibility Fit Framework -- Part: Short Papers: Discovery and Monitoring -- The Automated Discovery of Hybrid Processes -- Declarative Process Mining: Reducing Discovered Models Complexity by Pre-Processing Event Logs -- SECPI: Searching for Explanations for Clustered Process Instances -- Business Monitoring Framework for Process Discovery with Real-Life Logs -- Predictive Task Monitoring for Business Processes.
Record Nr. UNISA-996198263603316
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Business Process Management : 12th International Conference, BPM 2014, Haifa, Israel, September 7-11, 2014, Proceedings / / edited by Shazia Sadiq, Pnina Soffer, Hagen Völzer
Business Process Management : 12th International Conference, BPM 2014, Haifa, Israel, September 7-11, 2014, Proceedings / / edited by Shazia Sadiq, Pnina Soffer, Hagen Völzer
Edizione [1st ed. 2014.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Descrizione fisica 1 online resource (XVI, 434 p. 141 illus.)
Disciplina 658.054
Collana Information Systems and Applications, incl. Internet/Web, and HCI
Soggetto topico Application software
Information technology
Business—Data processing
Software engineering
Information Systems Applications (incl. Internet)
IT in Business
Computer Appl. in Administrative Data Processing
Software Engineering
ISBN 3-319-10172-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Part: Declarative Processes -- Monitoring Business Metaconstraints Based on LTL and LDL for Finite Traces -- Hierarchical Declarative Modelling with Refinement and Sub-processes -- Discovering Target-Branched Declare Constraints -- Part: User-Centered Process Approaches -- Crowd-Based Mining of Reusable Process Model Patterns -- A Recommender System for Process Discovery -- Listen to Me: Improving Process Model Matching through User Feedback -- Part: Process Discovery -- Beyond Tasks and Gateways: Discovering BPMN Models with Subprocesses, Boundary Events and Activity Markers -- A Genetic Algorithm for Process Discovery Guided by Completeness, Precision and Simplicity -- Constructs Competition Miner: Process Control-Flow Discovery of BP-Domain Constructs -- Part: Integrative BPM -- Chopping Down Trees vs. Sharpening the Axe – Balancing the Development of BPM Capabilities with Process Improvement -- Implicit BPM: A Business Process Platform for Transparent Workflow Weaving -- Modeling Concepts for Internal Controls in Business Processes – An Empirically Grounded Extension of BPMN -- Part: Resource and Time Management in BPM -- Mining Resource Scheduling Protocols -- Dealing with Changes of Time-Aware Processes -- Temporal Anomaly Detection in Business Processes -- Part: Process Analytics -- A General Framework for Correlating Business Process Characteristics -- Behavioral Comparison of Process Models Based on Canonically Reduced Event Structures -- Where Did I Go Wrong? Explaining Errors in Business Process Models -- Part: Industry Papers -- User-Friendly Property Specification and Process Verification – A Case Study with Vehicle-Commissioning Processes -- Analysis of Operational Data for Expertise Aware Staffing -- From a Family of State-Centric PAIS to a Configurable and Parameterized Business Process Architecture -- Part: Short Papers: Process Enabled Environments -- DRain: An Engine for Quality-of-Result Driven Process-Based Data Analytics -- Use Your Best Device! Enabling Device Changes at Runtime -- Specifying Flexible Human Behavior in Interaction-Intensive Process Environments -- Separating Execution and Data Management: A Key to Business Process-as-a-Service (BPaaS) -- Assessing the Need for Visibility of Business Processes – A Process Visibility Fit Framework -- Part: Short Papers: Discovery and Monitoring -- The Automated Discovery of Hybrid Processes -- Declarative Process Mining: Reducing Discovered Models Complexity by Pre-Processing Event Logs -- SECPI: Searching for Explanations for Clustered Process Instances -- Business Monitoring Framework for Process Discovery with Real-Life Logs -- Predictive Task Monitoring for Business Processes.
Record Nr. UNINA-9910483523903321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Business Process Management Forum [[electronic resource] ] : BPM 2023 Forum, Utrecht, The Netherlands, September 11–15, 2023, Proceedings / / edited by Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch, Shazia Sadiq
Business Process Management Forum [[electronic resource] ] : BPM 2023 Forum, Utrecht, The Netherlands, September 11–15, 2023, Proceedings / / edited by Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch, Shazia Sadiq
Autore Di Francescomarino Chiara
Edizione [1st ed. 2023.]
Pubbl/distr/stampa Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
Descrizione fisica 1 online resource (423 pages)
Disciplina 005.3
Altri autori (Persone) BurattinAndrea
JanieschChristian
SadiqShazia
Collana Lecture Notes in Business Information Processing
Soggetto topico Application software
Business information services
Data mining
Computer and Information Systems Applications
IT in Business
Data Mining and Knowledge Discovery
ISBN 3-031-41623-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Research Track I: Foundations -- Trusted Compliance Checking on Blockchain with Commitments: a Model-driven Approach -- The dpex-Framework: Towards Full WFMS Support for Decentralized Process Execution -- A Reference Data Model to Specify Event Logs for Big Data Pipeline Discovery -- Foundations of Collaborative Declare -- Declarative Choreographies with Time and Data -- Execution Semantics for Process Choreographies with Data -- Large Language Models for Business Process Management: Opportunities and Challenges -- Research Track II: Engineering -- Predicting Unseen Process Behavior Based on Context Information from Compliance Constraints -- The Interplay Between High-Level Problems And The Process Instances That Give Rise To Them -- Adding the sustainability dimension in process mining discovery algorithms evaluation -- Steady State Estimation for Business Process Simulations -- Analytics Pipeline for Process Mining on Video Data -- An SQL-Based Declarative Process Mining Framework for Analyzing Process Data Stored in Relational Databases -- Optimizing the Solution Quality of Metaheuristics through Process Mining based on Selected Problems from Operations Research -- Resource Allocation in Recommender Systems for Global KPI Improvement -- Zooming in for Clarity: Towards low-code modeling for Activity Data Flow -- Research Track III: Management -- Towards a Theory on Process Automation Effects -- Process Mining and the Transformation of Management Accounting: A Maturity Model for a Holistic Process Performance Measurement System -- Conversational Process Modelling: State of the Art, Applications, and Implications in Practice -- Detecting Weasels at Work: A Theory-driven Behavioural Process Mining Approach -- Business Process Management Maturity and Process Performance – A Longitudinal Study -- From Automatic Workaround Detection to Process Improvement: A Case Study -- The Impact of Leadership on Business Performance: The Role of Process Performance. .
Record Nr. UNISA-996547964203316
Di Francescomarino Chiara  
Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Business Process Management Forum : BPM 2023 Forum, Utrecht, The Netherlands, September 11–15, 2023, Proceedings / / edited by Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch, Shazia Sadiq
Business Process Management Forum : BPM 2023 Forum, Utrecht, The Netherlands, September 11–15, 2023, Proceedings / / edited by Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch, Shazia Sadiq
Autore Di Francescomarino Chiara
Edizione [1st ed. 2023.]
Pubbl/distr/stampa Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
Descrizione fisica 1 online resource (423 pages)
Disciplina 005.3
Altri autori (Persone) BurattinAndrea
JanieschChristian
SadiqShazia
Collana Lecture Notes in Business Information Processing
Soggetto topico Application software
Business information services
Data mining
Computer and Information Systems Applications
IT in Business
Data Mining and Knowledge Discovery
ISBN 3-031-41623-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Research Track I: Foundations -- Trusted Compliance Checking on Blockchain with Commitments: a Model-driven Approach -- The dpex-Framework: Towards Full WFMS Support for Decentralized Process Execution -- A Reference Data Model to Specify Event Logs for Big Data Pipeline Discovery -- Foundations of Collaborative Declare -- Declarative Choreographies with Time and Data -- Execution Semantics for Process Choreographies with Data -- Large Language Models for Business Process Management: Opportunities and Challenges -- Research Track II: Engineering -- Predicting Unseen Process Behavior Based on Context Information from Compliance Constraints -- The Interplay Between High-Level Problems And The Process Instances That Give Rise To Them -- Adding the sustainability dimension in process mining discovery algorithms evaluation -- Steady State Estimation for Business Process Simulations -- Analytics Pipeline for Process Mining on Video Data -- An SQL-Based Declarative Process Mining Framework for Analyzing Process Data Stored in Relational Databases -- Optimizing the Solution Quality of Metaheuristics through Process Mining based on Selected Problems from Operations Research -- Resource Allocation in Recommender Systems for Global KPI Improvement -- Zooming in for Clarity: Towards low-code modeling for Activity Data Flow -- Research Track III: Management -- Towards a Theory on Process Automation Effects -- Process Mining and the Transformation of Management Accounting: A Maturity Model for a Holistic Process Performance Measurement System -- Conversational Process Modelling: State of the Art, Applications, and Implications in Practice -- Detecting Weasels at Work: A Theory-driven Behavioural Process Mining Approach -- Business Process Management Maturity and Process Performance – A Longitudinal Study -- From Automatic Workaround Detection to Process Improvement: A Case Study -- The Impact of Leadership on Business Performance: The Role of Process Performance. .
Record Nr. UNINA-9910743682303321
Di Francescomarino Chiara  
Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui