Preface Conceptual modeling emerged to describe the semantics of software applications at a high level of abstraction in terms of structure, behavior, and user interaction. If we look back on the software development history, the abstraction level has been continuously rising from the solution space to the problem space. At the beginning, software systems were built in a low-level, machine understandable code. Then, new programming lan- guages got progressively closer to the developer’s cognitive models, with the objective of improving efficiency and understandability. Nowadays, the target of conceptual models for engineering software is still the same: enhancing the abstraction level to develop software more easily and efficiently. Furthermore, Conceptual Modeling is currently applied for a variety of other purposes, going beyond Software Engineering. Business Process Management, Enterprise Modeling and Data Science are some exam- ples of application areas. In any case, models are required to be unambiguous and pre- cisely defined and thus, they must have sound syntaxes and semantics. As a results of such specific properties, model to model and model to code transformations can be reachable automatically. This way, analysts can take advantage of the effort spent in building models, reducing the time to build other related models or to implement code. The 38th International Conference on Conceptual Modeling (ER 2019), held in Sal- vador, Brazil, on November 4-7, 2019, is a reference in the area of conceptual model- ling. This conference is a discussion forum that gathers researchers from universities and professionals from industry around the world. Since the first edition in 1979, the conference has been held at an interesting variety of locations, rotating in successive years among Europe, Asia, and the Americas, and attracting a diverse international community of scholars. These proceedings gather the papers of the ER Forum and the Posters & Demos Session. The ER Forum is a platform for presenting and discussing novel research ideas, while the Posters & Demos Session focuses on visionary ideas, innovative re- search projects, software prototypes or full-fledged systems supporting Conceptual Modeling. In the ER Forum, we received 9 submissions, accepting 8 papers. In the Poster & Demos Session, we had 9 accepted papers out of 13 submissions. We aimed at having an inclusive acceptance rate for two reasons: on the one hand, motivating lively discussions and on the other, supporting the growth of the community around Conceptual Modeling. The edition of these proceedings required the significant efforts of many people to make this event possible. We would like to thank all who contributed to ER Forum and Poster & Demos: PC members, reviewers, the ER 2019 general chair, the local organi- zation and of course the authors of all submitted papers. It is now the time to enjoy the conference and to make it as fruitful and pleasant as possible! Welcome to Salvador. November 2019 Jose Ignacio Panach Renata Guizzardi Daniela Barreiro Claro GENERAL CONFERENCE CHAIR • Vaninha Vieira dos Santos, UFBA – Federal University of Bahia, Brazil • José Palazzo Moreira de Oliveira, Federal University of Rio Grande do Sul, Brazil ER FORUM CHAIR • Ignacio Panach, Universitat de València, Spain POSTER & DEMO CHAIR • Renata Guizzardi, Federal University of Espirito Santo, Brazil • Daniela Barreiro Claro, UFBA – Federal University of Bahia LOCAL ARRANGEMENTS CHAIR • Daniela Claro, UFBA – Federal University of Bahia, Brazil • Fabiola Greve, UFBA – Federal University of Bahia, Brazil • Rita Suzana Maciel , UFBA – Federal University of Bahia, Brazil PROGRAMME COMMITTEES ER Forum • Armel E.J. Lefebvre Utrecht University, Netherlands • Beatriz Marín Universidad Diego Portales, Chile • Cristina Cabanillas Vienna University of Economics and Business, Austria • Fáber Giraldo Universidad del Quindío, Colombia • Fabiano Dalpiaz Utrecht University, Netherlands • Giancarlo Guizzardi, UFES, Brazil • Hui Ma Victoria University of Wellington, New Zealand • Marcela Ruíz ZHAW Zurich University, Switzerland • Martin Henkel Stockholm University, Sweden • Nelly Condori-Fernández Universidade Da Coruña, Spain • Óscar Pastor Universitat Politècnica de València • Raian Ali Bournemouth University, UK • Verónica Burriel Universiteit Utrecht ER Posters & Demos • Anna Perini, Fondazione Bruno Kessler, Italy • Beatriz Marín, Universidad Diego Portales, Chile • Carme Quer, Universitat Politècnica de Catalunya, Spain • Fatma Başak Aydemir, Boğaziçi University, Turkey • Fernanda Baião, PUC-RJ, Brazil • Giovanni Giachetti, Universidad Andres Bello, Chile • Jennifer Horkoff, University of Gothenburg, Sweden • Jose Luis de la Vara, Carlos III University of Madrid, Spain • Manuel Resinas, University of Seville, Spain • Manuel Wimmer, TU Vienna, Austria • Marcela Ruiz, Utrecht University, Netherlands • Martin Henkel, Stockholm University, Sweden • Nelly Condori-Fernández, VU Amsterdam, Netherlands • Oscar Pastor, Universidad Politécnica de Valencia, Spain • Patricia Martin-Rodilla, CSIC, Spain • Sagar Sen, Simula Research Laboratory, Norway • Vítor Estêvão Silva Souza, UFES, Brazil Table of Contents ER Forum 2019 Towards Checking Dynamic Controllability of Processes with Temporal Loops……. 1 Marco Franceschetti, Johann Eder A Conceptual Vision Toward the Management of Machine Learning Models …........15 Daniel N. R. da Silva, Adolfo Simões, Carlos Cardoso, Douglas E. M. de Oliveira, João N. Rittmeyer, Klaus Wehmuth, Hermano Lustosa, Rafael S. Pereira, Yania Souto, Luciana E. G. Vignoli, Rebecca Salles, Heleno de S.C. Jr, Artur Ziviani, Eduardo Ogasawara, Flavia C. Delicato, Paulo de F. Pires, Hardy Leonardo da C. P. Pinto, Luciano Maia, Fabio Porto Integration and Analysis of Clinical and Genomic Data of Neuroblastoma applying Conceptual Modeling ………………………………………………………………..28 Sipan Arevshatyan, José Fabián Reyes Román, Verónica Burriel, Adela Cañete, Victoria Castel, Óscar Pastor LabDER - Relational Database Virtual Learning Environment ……………………...42 Adriano Lino, Álvaro Rocha, Luís Macedo, Amanda Sizo Using the Fractal Enterprise Model for Inter-organizational Business Processes ……56 Martin Henkel, Georgios Koutsopoulos, Ilia Bider, Erik Perjons Towards Goal Modeling and Analysis for Networks of Collaborative Cyber-Physical S/Nystems……………………………………………………………………..…….. 70 Jennifer Brings, Marian Daun Inferring Structure for Design: An Inductive Approach to Ontology Generation…… 84 Alfred Castillo, Arturo Castellanos, Debra Vandermeer Exploring the Concept of “Tiers-Lieu” for Information Services: The Value of Concep- tual Modeling ………………………………………………………………………..98 Jolita Ralyté, Michel Léonard Poster & Demo 2019 Comprehensive Process Drift Analysis with the Visual Drift Detection Tool… 108-112 Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling, Artem Polyvyanyy chor-js: A Modeling Framework for BPMN 2.0 Choreography Diagrams …….113-117 Jan Ladleif, Anton von Weltzien, Mathias Weske DejaVu: Recycling Tuning Setups in Hive Query Compilation……………… 118-122 Edson Ramiro Lucas Filho, Eduardo Cunha de Almeida, Stefanie Scherzinger ER4ML: An ER Modeling Tool to Represent Data Transformations in Data Science……………………………………………………...………………….123-127 Dihia Lanasri, Carlos Ordonez, Ladjel Bellatreche, Selma Khouri Crumbs4Cube: Turning Breadcrumbs into Smart Enriched Data Cubes……… 128-132 Dihia Lanasri, Selma Khouri, Roaya Saidoune, Kamila Boudoukha, Ladjel Bel- latreche Toward Creating a General Ontology for Research Validity………………….. 133-137 Roman Lukyanenko, Kai R. Larsen, Jeffrey Parsons, David Gefen, Roland M. Mueller Let’s Automate! Making Use of a Learning Ontology for Conceptual Data Modelling…………………………………………………………………..…. 138-142 Daria Bogdanova, Monique Snoeck OntoVal: A Tool for Ontology Evaluation by Domain Specialists……………. 143-147 Caio Viktor S. Avila, Gilvan Maia, Wellington Franco, Tulio Vidal Rolim, Artur O. R. Franco, Vania M.P. Vidal Virtualized Ontology Query By Example……………………………………... 148-153 Lucas Peres, Ticiana L. Coelho da Silva, Jose Macedo, David Araujo