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 onExperience and Creativity. This year also features proceedings from the eighthComputer Cooking Contest as well as the seventhDoctoral 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 H¨ullermeier, the local chairs, Eric K¨ubler 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)
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, H´ector Mu˜noz-Avila
Predicting the Outcome of Small Battles in StarCraft . . . 33 Antonio A. S´anchez-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 H¨ullermeier
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 Herv´as, Enric Plaza
Automated Blend Naming Based on Human Creativity Examples . . . 93 Senja Pollak, Pedro Martins, Am´ılcar Cardoso, Tanja Urbanˇciˇc
Generating Plots for a Given Query Using a Case-Base of Narrative
Schemas . . . 103 Pablo Gerv´as, Raquel Herv´as, Carlos Le´on
Seeking Divisions of Domains on Semantic Networks by Evolutionary
Bridging . . . 113 Jo˜ao Gon¸calves, Pedro Martins, Ant´onio Cruz, Am´ılcar Cardoso
Case-Based Slogan Production. . . 123 Martin ˇZnidarˇsiˇc, Polona Tomaˇsiˇc, Gregor Papa
Conceptual Blending in Case Adaptation . . . 131 Am´ılcar Cardoso, Pedro Martins
Calibrating a Metric for Similarity of Stories against Human Judgement . 136 Raquel Herv´as, Antonio A. S´anchez-Ruiz, Pablo Gerv´as, Carlos Le´on
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 Jo˜ao Miguel Cunha, Pedro Martins, Am´ılcar 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 M¨uller, 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 Bedu´e, Wenxia Han, Mathias Hauschild, Maximilian P¨otz, 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 M¨uller
Opinionated Explanations of Recommendations from Product Reviews. . . 280 Khalil Muhammad
Integrated Maintenance with Case Factories for Distributed Case-Based
Reasoning Systems. . . 283 Pascal Reuss
