ICCBR Frankfurt, Germany September The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015)

Transcription

1 ICCBR 2015 Frankfurt, Germany September 2015 The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015) Workshop Proceedings Joseph Kendall-Morwick (Editor)

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3 Preface I am pleased to present the Workshop Proceedings of the Twenty-Third International Conference on Case-Based Reasoning (ICCBR-15), held on September 28 th - 30 th in Frankfurt, Germany. This year brings a mix of both new and established 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 Consortium 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 insights 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 organizers 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 Frankfurt Joseph Kendall-Morwick (Workshop Chair)

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5 Table of Contents Workshop on Case-Based Agents Preface 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 Thomas Gabel, Eicke Godehardt Case-based Local and Global Percept Processing for Rebel Agents Alexandra Coman, Kellen Gillespie, Héctor Muñoz-Avila Predicting the Outcome of Small Battles in StarCraft Antonio A. Sánchez-Ruiz Multi-Agent Case-Based Diagnosis in the Aircraft Domain 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 Joseph Kann, Matthew Molineaux, Bryan Auslander A CBR Approach to the Angry Birds Game Adil Paul, Eyke Hüllermeier Flexible Plan-Subplan Matching for Plan Recognition in Case-Based Agents Keith A. Frazer, Swaroop Vattam, David Aha Workshop on Experience and Creativity Preface Raquel Hervás, Enric Plaza Automated Blend Naming Based on Human Creativity Examples Senja Pollak, Pedro Martins, Amílcar Cardoso, Tanja Urbančič Generating Plots for a Given Query Using a Case-Base of Narrative Schemas Pablo Gervás, Raquel Hervás, Carlos León

6 Seeking Divisions of Domains on Semantic Networks by Evolutionary Bridging João Gonçalves, Pedro Martins, António Cruz, Amílcar Cardoso Case-Based Slogan Production Martin Žnidaršič, Polona Tomašič, Gregor Papa Conceptual Blending in Case Adaptation Amílcar 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 Alessandro Valitutti Schematic Processing as a Framework for Learning and Creativity in CBR and CC Kat Agres, Geraint A. Wiggins Generation of Concept-Representative Symbols João Miguel Cunha, Pedro Martins, Amílcar Cardoso, Penousal Machado Workshop on CBR in the Health Sciences Preface Isabelle Bichindaritz, Cindy Marling, Stefania Montani Trace Retrieval as a Tool for Operational Support in Medical Process Management 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 Isabelle Bichindaritz Why Hybrid Case-Based Reasoning Will Change the Future of Health Science and Healthcare Peter Funk Computer Cooking Contest Preface Emmanuel Nauer, David C. Wilson

7 Improving Ingredient Substitution using Formal Concept Analysis and Adaptation of Ingredient Quantities with Mixed Linear Optimization Emmanuelle Gaillard, Jean Lieber, Emmanuel Nauer CookingCAKE: A Framework for the Adaptation of Cooking Recipes Represented as Workflows Gilbert Müller, Ralph Bergmann CooCo, What Can I Cook Today? Surprise Me Karen Insa Wolf, Stefan Goetze, Frank Wallhoff Enriching Cooking Workflows with Multimedia Data from a High Security Cloud Storage Patrick Bedué, Wenxia Han, Mathias Hauschild, Maximilian Pötz, Mirjam Minor Doctoral Consortium Preface Nirmalie Wiratunga, Sarah Jane Delany Distributed Case-based Support for the Architectural Conceptualization Phase Viktor Ayzenshtadt Interactively Learning Moral Norms via Analogy 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 Alvaro Camarillo Aspect-based Sentiment Analysis for Social Recommender System Yoke Yie Chen Toward a Case-Based Framework for Imitation Learning in Robotic Agents 265 Tesca Fitzgerald Virtuosity in Computational Performance Callum Goddard System to Design Context-Aware Social Recommender Systems Jose L. Jorro-Aragoneses Experience-Based Recommendation for a Personalised e-learning System 274 Blessing Mbipom

8 Workflow Adaptation in Process-oriented Case-based Reasoning Gilbert Müller Opinionated Explanations of Recommendations from Product Reviews Khalil Muhammad Integrated Maintenance with Case Factories for Distributed Case-Based Reasoning Systems Pascal Reuss