ICCBR 2015 Frankfurt, Germany 28-30 September 2015 The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015) Workshop Proceedings Joseph Kendall-Morwick (Editor) Preface I am pleased to present the Workshop Proceedings of the Twenty-Third Inter- national Conference on Case-Based Reasoning (ICCBR-15), held on September 28th - 30th in Frankfurt, Germany. This year brings a mix of both new and es- tablished workshops promising to heighten engagement and innovation in CBR, including a new installment of the long-running CBR in the Health Sciences workshop, a second year of the successful Case-Based Agents workshop, and a new workshop on Experience and Creativity. This year also features proceedings from the eighth Computer Cooking Contest as well as the seventh Doctoral Con- sortium – an event in which doctoral students present and receive important feedback on their dissertation research. I 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. I would also like to thank all of the program committee members for their contributions leading to high-quality submissions, and I’d especially like to thank the workshop organiz- ers for their hard work over the past year developing a compelling collection of workshop programs. My special thanks go to the program chairs, Mirjam Minor and Eyke Hüllermeier, the local chairs, Eric Kübler and Jenny Quasten, and the publicity chair, Pascal Reuss, for their continuous support, efforts in planning the event, and assistance with producing the proceedings. I’d also like to thank David Leake for his support and assistance. I 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. I look forward to a fruitful exchange of ideas in Frankfurt. September 2015 Joseph Kendall-Morwick Frankfurt (Workshop Chair) Table of Contents Workshop on Case-Based Agents Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 David W. Aha, Michael W. Floyd I Know What You’re Doing: A Case Study on Case-Based Opponent Modeling and Low-Level Action Prediction . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 Thomas Gabel, Eicke Godehardt Case-based Local and Global Percept Processing for Rebel Agents . . . . . . 23 Alexandra Coman, Kellen Gillespie, Héctor Muñoz-Avila Predicting the Outcome of Small Battles in StarCraft . . . . . . . . . . . . . . . . . 33 Antonio A. Sánchez-Ruiz Multi-Agent Case-Based Diagnosis in the Aircraft Domain . . . . . . . . . . . . . 43 Pascal Reuss, Klaus-Dieter Althoff, Alexander Hundt, Wolfram Henkel, Matthias Pfeiffer A Case-Based Framework for Task Demonstration Storage and Adaptation 53 Tesca Fitzgerald, Ashok Goel Case Based Disruption Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 58 Joseph Kann, Matthew Molineaux, Bryan Auslander A CBR Approach to the Angry Birds Game . . . . . . . . . . . . . . . . . . . . . . . . . . 68 Adil Paul, Eyke Hüllermeier Flexible Plan-Subplan Matching for Plan Recognition in Case-Based Agents . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 78 Keith A. Frazer, Swaroop Vattam, David Aha Workshop on Experience and Creativity Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91 Raquel Hervás, Enric Plaza Automated Blend Naming Based on Human Creativity Examples . . . . . . . 93 Senja Pollak, Pedro Martins, Amı́lcar Cardoso, Tanja Urbančič Generating Plots for a Given Query Using a Case-Base of Narrative Schemas . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103 Pablo Gervás, Raquel Hervás, Carlos León Seeking Divisions of Domains on Semantic Networks by Evolutionary Bridging . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113 João Gonçalves, Pedro Martins, António Cruz, Amı́lcar Cardoso Case-Based Slogan Production . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123 Martin Žnidaršič, Polona Tomašič, Gregor Papa Conceptual Blending in Case Adaptation . . . . . . . . . . . . . . . . . . . . . . . . . . . . 131 Amı́lcar Cardoso, Pedro Martins Calibrating a Metric for Similarity of Stories against Human Judgement . 136 Raquel Hervás, Antonio A. Sánchez-Ruiz, Pablo Gervás, Carlos León Creative Systems as Dynamical Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 146 Alessandro Valitutti Schematic Processing as a Framework for Learning and Creativity in CBR and CC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 151 Kat Agres, Geraint A. Wiggins Generation of Concept-Representative Symbols . . . . . . . . . . . . . . . . . . . . . . . 156 João Miguel Cunha, Pedro Martins, Amı́lcar Cardoso, Penousal Machado Workshop on CBR in the Health Sciences Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 163 Isabelle Bichindaritz, Cindy Marling, Stefania Montani Trace Retrieval as a Tool for Operational Support in Medical Process Management . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165 Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani Case-Based Reasoning as a Prelude to Big Data Analysis: A Case Study . 175 Cindy Marling, Razvan Bunescu, Babak Baradar-Bokaie, Frank Schwartz Data Mining Methods for Case-Based Reasoning in Health Sciences . . . . . 184 Isabelle Bichindaritz Why Hybrid Case-Based Reasoning Will Change the Future of Health Science and Healthcare . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 199 Peter Funk Computer Cooking Contest Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 207 Emmanuel Nauer, David C. Wilson Improving Ingredient Substitution using Formal Concept Analysis and Adaptation of Ingredient Quantities with Mixed Linear Optimization . . . . 209 Emmanuelle Gaillard, Jean Lieber, Emmanuel Nauer CookingCAKE: A Framework for the Adaptation of Cooking Recipes Represented as Workflows . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 221 Gilbert Müller, Ralph Bergmann CooCo, What Can I Cook Today? Surprise Me . . . . . . . . . . . . . . . . . . . . . . . 233 Karen Insa Wolf, Stefan Goetze, Frank Wallhoff Enriching Cooking Workflows with Multimedia Data from a High Security Cloud Storage . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 241 Patrick Bedué, Wenxia Han, Mathias Hauschild, Maximilian Pötz, Mir- jam Minor Doctoral Consortium Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 251 Nirmalie Wiratunga, Sarah Jane Delany Distributed Case-based Support for the Architectural Conceptualization Phase . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 253 Viktor Ayzenshtadt Interactively Learning Moral Norms via Analogy . . . . . . . . . . . . . . . . . . . . . . 256 Joseph Blass Support to Continuous Improvement Process in Manufacturing Plants of Multinational Companies through Problem Solving Methods and Case-Based Reasoning Integrated within a Product Lifecycle Management Infrastructure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259 Alvaro Camarillo Aspect-based Sentiment Analysis for Social Recommender System . . . . . . . 262 Yoke Yie Chen Toward a Case-Based Framework for Imitation Learning in Robotic Agents 265 Tesca Fitzgerald Virtuosity in Computational Performance . . . . . . . . . . . . . . . . . . . . . . . . . . . . 268 Callum Goddard System to Design Context-Aware Social Recommender Systems . . . . . . . . . 271 Jose L. Jorro-Aragoneses Experience-Based Recommendation for a Personalised e-Learning System 274 Blessing Mbipom Workflow Adaptation in Process-oriented Case-based Reasoning . . . . . . . . 277 Gilbert Müller Opinionated Explanations of Recommendations from Product Reviews . . . 280 Khalil Muhammad Integrated Maintenance with Case Factories for Distributed Case-Based Reasoning Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 283 Pascal Reuss