ICCBR 2017 Trondheim, Norway 26-28 June 2017 The Twenty-Fifth International Conference on Case-Based Reasoning (ICCBR 2017) Workshop Proceedings Antonio A. Sanchez-Ruiz and Anders Kofod-Petersen (Editors) Preface We are pleased to present the Workshop Proceedings of the Twenty-fifth Inter- national Conference on Case-based Reasoning (ICCBR-17), held on June 26th - 29th in Trondheim, Norway. This years brings three workshops: the Computational Analogy Workshop (CAW), the Case-based Reasoning and Deep Learning Workshop (CBRDL), and the workshop on Process-oriented Case-based Reasoning (PO-CBR). This years also features the proud tradition of the Doctoral Consortium and the Computer Cooking Contest. We would like to thank all who contributed to the success of this workshop program, especially the authors and presenters who provided the research in- sights comprising the essential substance of the workshops. We would also like to thank all of the program committee members for their contributions lead- ing to high-quality submissions, and especially the workshop organisers for their hard work over the past year developing a compelling collection of workshop programs. Our special thanks go to the program chairs, David W. Aha and Jean Lieber; the local chair, Odd Erik Gundersen; and the publicity chair, Kerstin Bach, for their continuous support, efforts in planning the event, and assistance with producing the proceedings. We hope that authors and other participants enjoy and are invigorated by this year’s workshop program and also find valuable resources in these proceedings for furthering their research. We look forward to a fruitful exchange of ideas in Trondheim. June 2017 Antonio A. Sanchez-Ruiz, Trondheim Anders Kofod-Petersen (Workshop Chairs) Table of Contents Computational Analogy Workshop: CAW2017 Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 Fadi Badra, Tarek Besold A Study of the Saturation of Analogical Grids Agnostically Extracted from Texts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 Rashel Fam, Yves Lepage CharacterPosition Arithmetic for Analogy Questions between Word Forms 19 Yves Lepage Analogical Localization: Flexible Plan Execution in Open Worlds . . . . . . . 29 Scott Friedman, Mark Burstein, Jeffrey Rye, Ugur Kuter Towards a Domain-Independent Method for Evaluating and Scoring Analogical Inferences . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39 Joseph A Blass, Irina Rabkina, Kenneth D. Forbus A Complexity Based Approach for Solving Hofstadters Analogies . . . . . . . 49 Pierre-Alexandre Murena, Jean-Louis Dessalles, Antoine Cornujols A Language of Case Differences . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 59 Fadi Badra A Discussion of Analogical-Proportion Based Inference . . . . . . . . . . . . . . . . 69 Henri Prade, Gilles Richard Case-Based Reasoning and Deep Learning Workshop: CBRDL-2017 Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 81 Sadiq Sani, Nirmalie Wiratunga, Stewart Massie A Convolutional Siamese Network for Developing Similarity Knowledge in the SelfBACK Dataset . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 79 Kyle Martin, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Jeremie Clos Learning Deep Features for kNN-Based Human Activity Recognition . . . . 89 Sadiq Sani, Nirmalie Wiratunga, Stewart Massie Data driven case base construction for prediction of success of marine operations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 98 Bjorn Magnus Mathisen, Agnar Aamodt, Helge Langseth 3rd Workshop on Process-oriented Case-based Reasoning: PO-CBR@ICCBR-2017 Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 111 Miltos Petridis1, Mirjam Minor, Stefania Montani, Odd Erik Gunder- sen Automatic Selection of Optimization Algorithms for Energy Resource Scheduling using a Case-Based Reasoning System . . . . . . . . . . . . . . . . . . . . . 109 Ricardo Faia Tiago Pinto Tiago Sousa Zita Vale Juan Manuel Cor- chado A workflow cloud management framework with process-oriented case-based reasoning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119 Eric Kbler Mirjam Minor Project EVER: Extraction and Processing of Procedural Experience Knowledge in Workflows . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129 Ralph Bergmann Mirjam Minor Gilbert Mller Pol Schumacher Behavioural Analytics using Process Mining in On-line Advertising . . . . . . 139 Maria Diapouli Stelios Kapetanakis Miltos Petridis Roger Evans Case Representation and Similarity Assessment in a Recommender System to Support Dementia Caregivers in Geriatric and Palliative Care . 149 Sara Nasiri Madjid Fathi Recommendation System based on CBR algorithm for the Promotion of Healthier Habits . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159 Gineth M Cern-Rios Diego M Lopez-Gutierrez Beln Daz-Agudo Juan A. Recio-Garca 25th International Conference on Case-Based Reasoning - Doctoral Consortium 2017 Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 171 Stefania Montani, Jonathan Rubin A framework for Multi-level trace abstraction and semantic process mining 169 Manuel Striani A Case-Based Real-Time Adaptive Engineer Site Support System . . . . . . . 174 Kyle Martin Building an Integrated CBR-Big Data Oriented Architecture for Case-Based Reasoning Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 179 Kareem Amin A Collaborative CBR Recommender System to Support Patients, its Relatives and Caregivers in Chronic and Palliative Care . . . . . . . . . . . . . . . 184 Sara Nasiri Case-based Interpretation of Best Medical Coding Practices: Application to Data Collection for Cancer Registries . . . . . . . . . . . . . . . . . . 189 Michael Schnell Knowledge Transfer in Artificial Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . 194 Pierre-Alexandre Murena Exploiting data to support operations of EXPOSED aquaculture installations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 199 Bjørn Magnus Mathisen Maintenance of Case Contents and Adaptation Rules . . . . . . . . . . . . . . . . . . 204 Brian Schack AToM: An Analogical Theory of Mind . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 209 Irina Rabkina Computer Cooking Contest 2017 Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 217 Nadia A Najjar, David C Wilson Cooking made easy: On a novel approach to complexity-aware recipe generation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215 Gilbert Muller, Ralph Bergmann Conversational Retrieval of Cooking Recipes . . . . . . . . . . . . . . . . . . . . . . . . . . 223 Christian Zeyen, Gilbert Muller, Ralph Bergmann A Proposed General Formula to Create and Analyze Baking Recipes . . . . 231 Michael Ohene Adaptation of TAAABLE to the CCC2017 Mixology and Salad Challenges, adaptation of the cocktail names . . . . . . . . . . . . . . . . . . . . . . . . . 239 Emmanuelle Gaillard, Jean Lieber, Emmanuel Nauer Cooking On The Margins: Probabilistic Soft Logics for Recommending and Adapting Recipes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 255 Johnathan Pagnutti, Jim Whitehead IntelliMeal - Enhancing Creativity by Reusing Domain Knowledge in the Adaptation Process . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 263 Kari Skjold, Marthe ynes, Kerstin Bach, Agnar Aamodt International Conference on Case-Based Reasoning Video Competition 2017 Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 273 Amélie Cordier, Michael W. Floyd MonitAR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 271 Hayley Borck Qualitative Case-Based Reasoning for Humanoid Robot Soccer . . . . . . . . . 272 Thiago Pedro Donadon Homem, Danilo Hernani Perico, Paulo Ed- uardo Santos, Reinaldo Augusto da Costa Bianchi, Ramon Lopes de Mantaras DePicT Dementia CLASS: Medical CBR Learning Assistant System . . . . . 273 Sara Nasiri, Katharina Klingauf, Dan Li, Jan Ortmann, Madjid Fathi Trained Query Nodes: Training the Behavior Trees . . . . . . . . . . . . . . . . . . . . 274 Ismael Sagredo-Olivenza, Pedro P. Gómez-Martı́n, Marco A. Gómez- Martı́n, Pedro A. González-Calero Flexible Feature Deletion: Companion Video . . . . . . . . . . . . . . . . . . . . . . . . . 275 Brian Schack, Rachael Summers