Conceptual Modeling: 37th International Conference, ER 2018, Xi'an, China, October 22–25, 2018, Proceedings (Lecture Notes in Computer Science, 11157)

This book constitutes the refereed proceedings of the 37th International Conference on Conceptual Modeling, ER 2018, held in XI'an, China, in October 2018. The 30 full and 13 short papers presented together with 3 keynotes were carefully reviewed and selected from 151 submissions. This events covers a wide range of following topics: Conceptual modeling studies, ontological modeling, semi-structured data modeling, process modeling and management, spatio-temporal modeling, cloud-based modeling, schema and view modeling,languages and models, NoSQL modeling, conceptual modeling for machine learning and reasoning, applications of conceptual modeling. Front Matter ....Pages I-XIX Front Matter ....Pages 1-1 Towards Conceptual Models for Machine Learning Computations (Ernesto Damiani, Fulvio Frati)....Pages 3-9 Recent Trends of Big Data Platforms and Applications (Kyu-Young Whang)....Pages 10-11 Conceptual Modeling on Tencent’s Distributed Database Systems (Anqun Pan, Xiaoyu Wang, Haixiang Li)....Pages 12-24 Front Matter ....Pages 25-25 A Reference Framework for Conceptual Modeling (Lois M. L. Delcambre, Stephen W. Liddle, Oscar Pastor, Veda C. Storey)....Pages 27-42 Empirical Comparison of Model Consistency Between Ontology-Driven Conceptual Modeling and Traditional Conceptual Modeling (Michaël Verdonck, Robert Pergl, Frederik Gailly)....Pages 43-57 A Conceptual Framework for Supporting Deep Exploration of Business Process Behavior (Arava Tsoury, Pnina Soffer, Iris Reinhartz-Berger)....Pages 58-71 Front Matter ....Pages 73-73 An In-Depth Benchmarking Study on Bill of Materials for High-End Manufacturing (Yurui Wang, Shanlei Mu, Feiran Huang, Wei Lu, Yueguo Chen)....Pages 75-90 Towards Data Visualisation Based on Conceptual Modelling (Peter McBrien, Alexandra Poulovassilis)....Pages 91-99 Ontological Deep Data Cleaning (Scott N. Woodfield, Spencer Seeger, Samuel Litster, Stephen W. Liddle, Brenden Grace, David W. Embley)....Pages 100-108 Automatic Generation of Security Compliant (Virtual) Model Views (Salvador Martínez, Alexis Fouche, Sébastien Gérard, Jordi Cabot)....Pages 109-117 Front Matter ....Pages 119-119 The Common Ontology of Value and Risk (Tiago Prince Sales, Fernanda Baião, Giancarlo Guizzardi, João Paulo A. Almeida, Nicola Guarino, John Mylopoulos)....Pages 121-135 Endurant Types in Ontology-Driven Conceptual Modeling: Towards OntoUML 2.0 (Giancarlo Guizzardi, Claudenir M. Fonseca, Alessander Botti Benevides, João Paulo A. Almeida, Daniele Porello, Tiago Prince Sales)....Pages 136-150 Reification and Truthmaking Patterns (Nicola Guarino, Tiago Prince Sales, Giancarlo Guizzardi)....Pages 151-165 Front Matter ....Pages 167-167 Conceptual Modeling of Legal Relations (Cristine Griffo, João Paulo A. Almeida, Giancarlo Guizzardi)....Pages 169-183 Inferring Deterministic Regular Expression with Counting (Xiaofan Wang, Haiming Chen)....Pages 184-199 Towards Quality Analysis for Document Oriented Bases (Paola Gómez, Claudia Roncancio, Rubby Casallas)....Pages 200-216 Front Matter ....Pages 217-217 A Holistic Approach for Soundness Verification of Decision-Aware Process Models (Massimiliano de Leoni, Paolo Felli, Marco Montali)....Pages 219-235 Conceptual Modeling of Processes and Data: Connecting Different Perspectives (Carlo Combi, Barbara Oliboni, Mathias Weske, Francesca Zerbato)....Pages 236-250 Interactive Data-Driven Process Model Construction (P. M. Dixit, H. M. W. Verbeek, J. C. A. M. Buijs, W. M. P. van der Aalst)....Pages 251-265 Front Matter ....Pages 267-267 Efficient Multi-range Query Processing on Trajectories (Munkh-Erdene Yadamjav, Farhana M. Choudhury, Zhifeng Bao, Hanan Samet)....Pages 269-285 A Volunteer Design Methodology of Data Warehouses (Amir Sakka, Sandro Bimonte, Lucile Sautot, Guy Camilleri, Pascale Zaraté, Aurelien Besnard)....Pages 286-300 Using a Conceptual Model to Transform Road Networks from OpenStreetMap to a Graph Database (Dietrich Steinmetz, Daniel Dyballa, Hui Ma, Sven Hartmann)....Pages 301-315 Front Matter ....Pages 317-317 Modeling Conceptual Characteristics of Virtual Machines for CPU Utilization Prediction (Shengwei Chen, Yanyan Shen, Yanmin Zhu)....Pages 319-333 Towards the Design of a Scalable Business Process Management System Architecture in the Cloud (Chun Ouyang, Michael Adams, Arthur H. M. ter Hofstede, Yang Yu)....Pages 334-348 Towards an Ontology of Software Defects, Errors and Failures (Bruno Borlini Duarte, Ricardo A. Falbo, Giancarlo Guizzardi, Renata S. S. Guizzardi, Vítor E. S. Souza)....Pages 349-362 Front Matter ....Pages 363-363 TemporalEMF: A Temporal Metamodeling Framework (Abel Gómez, Jordi Cabot, Manuel Wimmer)....Pages 365-381 A Semantic Framework for Designing Temporal SQL Databases (Qiao Gao, Mong Li Lee, Gillian Dobbie, Zhong Zeng)....Pages 382-396 Nested Schema Mappings for Integrating JSON (Rihan Hai, Christoph Quix, David Kensche)....Pages 397-405 Front Matter ....Pages 407-407 Multi-level Conceptual Modeling: From a Formal Theory to a Well-Founded Language (Claudenir M. Fonseca, João Paulo A. Almeida, Giancarlo Guizzardi, Victorio A. Carvalho)....Pages 409-423 Increasing the Semantic Transparency of the KAOS Goal Model Concrete Syntax (Mafalda Santos, Catarina Gralha, Miguel Goulão, João Araújo)....Pages 424-439 Using Contextual Goal Models for Constructing Situational Methods (Jolita Ralyté, Xavier Franch)....Pages 440-448 Multi-perspective Comparison of Business Process Variants Based on Event Logs (Hoang Nguyen, Marlon Dumas, Marcello La Rosa, Arthur H. M. ter Hofstede)....Pages 449-459 Front Matter ....Pages 461-461 Managing Polyglot Systems Metadata with Hypergraphs (Moditha Hewasinghage, Jovan Varga, Alberto Abelló, Esteban Zimányi)....Pages 463-478 Renormalization of NoSQL Database Schemas (Michael J. Mior, Kenneth Salem)....Pages 479-487 Modeling Strategies for Storing Data in Distributed Heterogeneous NoSQL Databases (Moditha Hewasinghage, Nacéra Bennacer Seghouani, Francesca Bugiotti)....Pages 488-496 How the Conceptual Modelling Improves the Security on Document Databases (Carlos Blanco, Diego García-Saiz, Jesús Peral, Alejandro Maté, Alejandro Oliver, Eduardo Fernández-Medina)....Pages 497-504 Front Matter ....Pages 505-505 Leveraging the Dynamic Changes from Items to Improve Recommendation (Zongze Jin, Yun Zhang, Weimin Mu, Weiping Wang, Hai Jin)....Pages 507-520 Mining Rules with Constants from Large Scale Knowledge Bases (Xuan Wang, Jingjing Zhang, Jinchuan Chen, Ju Fan)....Pages 521-535 Concepts in Quality Assessment for Machine Learning - From Test Data to Arguments (Fuyuki Ishikawa)....Pages 536-544 Inductive Discovery by Machine Learning for Identification of Structural Models (Wolfgang Maass, Iaroslav Shcherbatyi)....Pages 545-552 Front Matter ....Pages 553-553 Realtime Event Summarization from Tweets with Inconsistency Detection (Lingting Lin, Chen Lin, Yongxuan Lai)....Pages 555-570 CRAN: A Hybrid CNN-RNN Attention-Based Model for Text Classification (Long Guo, Dongxiang Zhang, Lei Wang, Han Wang, Bin Cui)....Pages 571-585 Learning Restricted Regular Expressions with Interleaving from XML Data (Yeting Li, Xiaolan Zhang, Han Xu, Xiaoying Mou, Haiming Chen)....Pages 586-593 Front Matter ....Pages 595-595 A Method to Identify Relevant Genome Data: Conceptual Modeling for the Medicine of Precision (Ana León Palacio, Óscar Pastor López, Juan Carlos Casamayor Ródenas)....Pages 597-609 Experiences Applying \(\hbox {e}^{3}\) Value Modeling in a Cross-Company Study (Jennifer Horkoff, Juho Lindman, Imed Hammouda, Eric Knauss)....Pages 610-625 Event-Context-Feedback Control Through Bridge Workflows for Smart Solutions (P. Radha Krishna, Kamalakar Karlapalem)....Pages 626-634 Back Matter ....Pages 635-636 This book constitutes the refereed proceedings of the 37th International Conference on Conceptual Modeling, ER 2018, held in XI'an, China, in October 2018. The 30 full and 13 short papers presented together with 3 keynotes were carefully reviewed and selected from 151 submissions. This events covers a wide range of following topics: Conceptual modeling studies, ontological modeling, semi-structured data modeling, process modeling and management, spatio-temporal modeling, cloud-based modeling, schema and view modeling, languages and models, NoSQL modeling, conceptual modeling for machine learning and reasoning, applications of conceptual modeling