國立虎尾科技大學 |

Advanced Information Systems Engineering = 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Advanced Information Systems Engineering/ edited by Xavier Franch, Geert Poels, Frederik Gailly, Monique Snoeck.
Reminder of title:	34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings /
other author:	Franch, Xavier.
Description:	XVIII, 562 p. 146 illus., 85 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Application software. -
Online resource:	https://doi.org/10.1007/978-3-031-07472-1
ISBN:	9783031074721

Advanced Information Systems Engineering = 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings /
Advanced Information Systems Engineering34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings /[electronic resource] :edited by Xavier Franch, Geert Poels, Frederik Gailly, Monique Snoeck. - 1st ed. 2022. - XVIII, 562 p. 146 illus., 85 illus. in color.online resource. - Lecture Notes in Computer Science,132951611-3349 ;. - Lecture Notes in Computer Science,9324.

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. .

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.

ISBN: 9783031074721

Standard No.: 10.1007/978-3-031-07472-1doiSubjects--Topical Terms:

528147
Application software.

LC Class. No.: QA76.76.A65

Dewey Class. No.: 005.3

Advanced Information Systems Engineering = 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings /
LDR:05311nam a22004095i 4500 001 1087058
003 DE-He213
005 20220602050330.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783031074721 $9 978-3-031-07472-1
024 7 $a 10.1007/978-3-031-07472-1 $2 doi
035 $a 978-3-031-07472-1
050 4 $a QA76.76.A65
072 7 $a UB $2 bicssc
072 7 $a COM018000 $2 bisacsh
072 7 $a UX $2 thema
082 0 4 $a 005.3 $2 23
245 1 0 $a Advanced Information Systems Engineering $h [electronic resource] : $b 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings / $c edited by Xavier Franch, Geert Poels, Frederik Gailly, Monique Snoeck.
250 $a 1st ed. 2022.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a XVIII, 562 p. 146 illus., 85 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Lecture Notes in Computer Science, $x 1611-3349 ; $v 13295
505 0 $a 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. .
520 $a 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.
650 0 $a Application software. $3 528147
650 0 $a Computers. $3 565115
650 0 $a Software engineering. $3 562952
650 0 $a Database management. $3 557799
650 0 $a Computer science. $3 573171
650 1 4 $a Computer and Information Systems Applications. $3 1365732
650 2 4 $a Computing Milieux. $3 669921
650 2 4 $a Software Engineering. $3 669632
650 2 4 $a Database Management. $3 669820
650 2 4 $a Theory of Computation. $3 669322
700 1 $a Franch, Xavier. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 674666
700 1 $a Poels, Geert. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1074163
700 1 $a Gailly, Frederik. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1302506
700 1 $a Snoeck, Monique. $e editor. $1 https://orcid.org/0000-0002-3824-3214 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1394002
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783031074714
776 0 8 $i Printed edition: $z 9783031074738
830 0 $a Lecture Notes in Computer Science, $x 0302-9743 ; $v 9324 $3 1258960
856 4 0 $u https://doi.org/10.1007/978-3-031-07472-1
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)