This book constitutes the refereed proceedings of the 34th International Conference on Advanced Information Systems Engineering, CAiSE 2022, which was held in Leuven, Belgium, during June 6-10, 2022.The 31 full papers included in these proceedings were selected from 203 submissions. They were organized in topical sections as follows: Process mining; sustainable and explainable applications; tools and methods to support research and design; process modeling; natural language processing techniques in IS engineering; process monitoring and simulation; graph and network models; model analysis and comprehension; recommender systems; conceptual models, metamodels and taxonomies; and services engineering and digitalization.

Produktinformation

Utgivningsdatum:2022-06-03
Mått:155 x 235 x 33 mm
Vikt:870 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:562
Förlag:Springer International Publishing AG
ISBN:9783031074714

Utforska kategorier

Programvaruutveckling inom Data och IT
Informationsteknik: allmänt inom Data och IT
Databaser inom Data och IT

Innehållsförteckning

Process mining.- Decision Mining with Time Series Data Based on Automatic Feature Generation.- Inferring A Multi-Perspective Likelihood Graph from Black-Box Next Event Predictors.- Bootstrapping Generalization of Process Models Discovered From Event Data.- Learning Accurate Business Process SimulationModels from Event Logs via Automated Process Discovery and Deep Learning.- Multi-perspective Process Analysis: Mining the Association between Control Flow and Data Objects.- Sustainable and explainable applications.- Towards Greener Applications: Enabling Sustainable-aware Cloud Native Applications Design.- Towards Explainable Artificial Intelligence in Financial Fraud Detection: Using Shapley Additive Explanations to Explore Feature Importance.- Tools and methods to support research and design.- Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation.- A model-driven approach for systematic reproducibility and replicability of data science projects.- The Aircraft and its Manufacturing System: From Early Requirements to Global Design.- Process modeling.- Causal Reasoning over Decisions in Process Models.- Crop Harvest Forecast via Agronomy-informed Process Modelling and Predictive Monitoring.- Guiding Knowledge Workers under Dynamic Contexts.- Natural language processing techniques in IS engineering.- Context Knowledge-aware Recognition of Composite Intents in Task-oriented Human-Bot Conversations.- Crowdsourcing syntactically diverse paraphrases with diversity-aware prompts and workflows.- A Subject-aware Attention Hierarchical Tagger for Joint Entity and Relation Extraction.- Process monitoring and simulation.- Estimating Activity Start Timestamps in the presence of Waiting Times via Process Simulation.- Updating prediction models for predictive process monitoring.- Multi-Model Monitoring Framework for Hybrid Process Specifications.- Graph and network models.- Mining valuable collaborations from event data using the Recency-Frequency-Monetary principle.- Querying temporal property graphs.- A Supervised Learning Community Detection Method Based on Attachment Graph Model.- Model analysis and comprehension.- Soundness of data-aware processes with arithmetic conditions.- Narration as a Technique to Improve Process Model Comprehension: Tell Me What I Cannot See.- Analyzing Enterprise Architecture Models by Means of the Meta Attack Language.- Recommender systems.- Enhancing Semantics-Driven Recommender Systems with Visual Features.- Assisting Mentors in Selecting Newcomers’ Next Task in Software Product Lines: A Recommender System Approach.- Conceptual models, metamodels and taxonomies.- Towards Interoperable Metamodeling Platforms: The Case of Bridging ADOxx and EMF.- Services engineering and digitalization Situation Awareness for Autonomous Vehicles Using Blockchain-based Service Cooperation.- How Big Service and Internet of Services Drive Business Innovation and Transformation.- Time-Cost Tradeoffs for Composed Services.

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Produktinformation

Utgivningsdatum:2022-06-03
Mått:155 x 235 x 33 mm
Vikt:870 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:562
Förlag:Springer International Publishing AG
ISBN:9783031074714

Utforska kategorier

Programvaruutveckling inom Data och IT
Informationsteknik: allmänt inom Data och IT
Databaser inom Data och IT

Innehållsförteckning

Process mining.- Decision Mining with Time Series Data Based on Automatic Feature Generation.- Inferring A Multi-Perspective Likelihood Graph from Black-Box Next Event Predictors.- Bootstrapping Generalization of Process Models Discovered From Event Data.- Learning Accurate Business Process SimulationModels from Event Logs via Automated Process Discovery and Deep Learning.- Multi-perspective Process Analysis: Mining the Association between Control Flow and Data Objects.- Sustainable and explainable applications.- Towards Greener Applications: Enabling Sustainable-aware Cloud Native Applications Design.- Towards Explainable Artificial Intelligence in Financial Fraud Detection: Using Shapley Additive Explanations to Explore Feature Importance.- Tools and methods to support research and design.- Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation.- A model-driven approach for systematic reproducibility and replicability of data science projects.- The Aircraft and its Manufacturing System: From Early Requirements to Global Design.- Process modeling.- Causal Reasoning over Decisions in Process Models.- Crop Harvest Forecast via Agronomy-informed Process Modelling and Predictive Monitoring.- Guiding Knowledge Workers under Dynamic Contexts.- Natural language processing techniques in IS engineering.- Context Knowledge-aware Recognition of Composite Intents in Task-oriented Human-Bot Conversations.- Crowdsourcing syntactically diverse paraphrases with diversity-aware prompts and workflows.- A Subject-aware Attention Hierarchical Tagger for Joint Entity and Relation Extraction.- Process monitoring and simulation.- Estimating Activity Start Timestamps in the presence of Waiting Times via Process Simulation.- Updating prediction models for predictive process monitoring.- Multi-Model Monitoring Framework for Hybrid Process Specifications.- Graph and network models.- Mining valuable collaborations from event data using the Recency-Frequency-Monetary principle.- Querying temporal property graphs.- A Supervised Learning Community Detection Method Based on Attachment Graph Model.- Model analysis and comprehension.- Soundness of data-aware processes with arithmetic conditions.- Narration as a Technique to Improve Process Model Comprehension: Tell Me What I Cannot See.- Analyzing Enterprise Architecture Models by Means of the Meta Attack Language.- Recommender systems.- Enhancing Semantics-Driven Recommender Systems with Visual Features.- Assisting Mentors in Selecting Newcomers’ Next Task in Software Product Lines: A Recommender System Approach.- Conceptual models, metamodels and taxonomies.- Towards Interoperable Metamodeling Platforms: The Case of Bridging ADOxx and EMF.- Services engineering and digitalization Situation Awareness for Autonomous Vehicles Using Blockchain-based Service Cooperation.- How Big Service and Internet of Services Drive Business Innovation and Transformation.- Time-Cost Tradeoffs for Composed Services.

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Silverio Martinez-Fernandez, Tomi Mannisto, Xavier Franch

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1 459 kr

Advanced Information Systems Engineering

Monique Snoeck, Frederik Gailly, Geert Poels, Xavier Franch

E-bok

2022

1 141 kr

Social Modeling Using the i* Framework

Xavier Franch, Julio Cesar Sampaio do Prado Leite, Gunter Mussbacher, John Mylopoulos, Anna Perini

Inbunden, 2024

2 037 kr

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Anna Perini, John Mylopoulos, Gunter Mussbacher, Julio Cesar Sampaio do Prado Leite, Xavier Franch

E-bok

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2 592 kr

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Irfan Awan, Muhammad Younas, Xavier Franch, Carme Quer

Häftad, 2014

554 kr

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739 kr

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554 kr

Del 16297

Knowledge Graphs

Hideaki Takeda, Yannis Tzitzikas, Giorgos Flouris, Shizhu He, Dimitris Plexousakis, Sébastien Ferré, Ran Yu, Vasilis Efthymiou, Eleni Ilkou, Ernesto Jiménez-Ruiz, Xin Wang

Häftad, 2026

932 kr

Agent Mediated Electronic Commerce II

Alexandros Moukas, Carles Sierra, Fredrik Ygge

Häftad, 2000

571 kr

Extended Reality

Lucio Tommaso De Paolis, Pasquale Arpaia, Marco Sacco

Häftad, 2026

1 164 kr

Reliable Software Technologies - Ada-Europe '98

Lars Asplund

Häftad, 1998

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Advanced Parallel Processing Technologies

Lieven Eeckhout, Chao Li, Zhibin Yu, Avi Mendelson

Häftad, 2026

1 022 kr

Del 16832

Progress in Cryptology - AFRICACRYPT 2026

Nadia El Mrabet, Loubna Ghammam, Francisco Rodríguez-Henríquez

Häftad, 2026

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Electronic Participation

David Duenas-Cid, Gregor Eibl, Lieselot Danneels, Michael Koddebusch, Edimara Mezzomo Luciano, Gianluca Carlo Misuraca, Gerhard Schwabe, Teta Stamati, Leif Sundberg, Peter Parycek

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