Case-Based Reasoning Research and Development : 26th International Conference, ICCBR 2018, Stockholm, Sweden, July 9-12, 2018, Proceedings

This book constitutes the refereed proceedings of the 26th International Conference on Case-Based Reasoning Research and Development, ICCBR 2018, held in Stockholm, Sweden, in July 2018. The 39 full papers presented in this book were carefully reviewed and selected from 77 submissions. The theme of ICCBR-2017, "The Future of CBR", was highlighted by several activities. These papers, which are included in the proceedings, address many themes related to the theory and application of case-based reasoning and its future direction. Topics included multiple papers on textual CBR and a number of cognitive and human oriented papers as well as hybrid research between CBR and machine learning. Front Matter ....Pages I-XIV Front Matter ....Pages 1-1 Adaptive Goal Driven Autonomy (Héctor Muñoz-Avila)....Pages 3-12 Front Matter ....Pages 13-13 Answering with Cases: A CBR Approach to Deep Learning (Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis)....Pages 15-27 CEC-Model: A New Competence Model for CBR Systems Based on the Belief Function Theory (Safa Ben Ayed, Zied Elouedi, Eric Lefèvre)....Pages 28-44 The Case for Case Based Learning (Isabelle Bichindaritz)....Pages 45-61 Case Based Reasoning as a Model for Cognitive Artificial Intelligence (Susan Craw, Agnar Aamodt)....Pages 62-77 Explainable Distributed Case-Based Support Systems: Patterns for Enhancement and Validation of Design Recommendations (Viktor Eisenstadt, Christian Espinoza-Stapelfeld, Ada Mikyas, Klaus-Dieter Althoff)....Pages 78-94 Tangent Recognition and Anomaly Pruning to TRAP Off-Topic Questions in Conversational Case-Based Dialogues (Vahid B. Eyorokon, Pratyusha Yalamanchili, Michael T. Cox)....Pages 95-109 Combining Case-Based Reasoning with Complex Event Processing for Network Traffic Classification (Manuel Grob, Martin Kappes, Inmaculada Medina-Bulo)....Pages 110-123 AI-VT: An Example of CBR that Generates a Variety of Solutions to the Same Problem (Julien Henriet, Françoise Greffier)....Pages 124-139 A Textual Recommender System for Clinical Data (Philipp Andreas Hummel, Frank Jäkel, Sascha Lange, Roland Mertelsmann)....Pages 140-152 Harnessing Hundreds of Millions of Cases: Case-Based Prediction at Industrial Scale (Vahid Jalali, David Leake)....Pages 153-169 Case Base Elicitation for a Context-Aware Recommender System (Jose Luis Jorro-Aragoneses, Guillermo Jimenez-Díaz, Juan Antonio Recio-García, Belén Díaz-Agudo)....Pages 170-185 The SECCO Ontology for the Retrieval and Generation of Security Concepts (Andreas Korger, Joachim Baumeister)....Pages 186-201 Exploration vs. Exploitation in Case-Base Maintenance: Leveraging Competence-Based Deletion with Ghost Cases (David Leake, Brian Schack)....Pages 202-218 Dynamic Detection of Radical Profiles in Social Networks Using Image Feature Descriptors and a Case-Based Reasoning Methodology (Daniel López-Sánchez, Juan M. Corchado, Angélica González Arrieta)....Pages 219-232 Segmentation of Kidneys Deformed by Nephroblastoma Using Case-Based Reasoning (Florent Marie, Lisa Corbat, Thibault Delavelle, Yann Chaussy, Julien Henriet, Jean-Christophe Lapayre)....Pages 233-248 FITsense: Employing Multi-modal Sensors in Smart Homes to Predict Falls (Stewart Massie, Glenn Forbes, Susan Craw, Lucy Fraser, Graeme Hamilton)....Pages 249-263 Embedded Word Representations for Rich Indexing: A Case Study for Medical Records (Katherine Metcalf, David Leake)....Pages 264-280 Case-Based Data Masking for Software Test Management (Mirjam Minor, Alexander Herborn, Dierk Jordan)....Pages 281-291 A CBR Approach for Imitating Human Playing Style in Ms. Pac-Man Video Game (Maximiliano Miranda, Antonio A. Sánchez-Ruiz, Federico Peinado)....Pages 292-308 Perks of Being Lazy: Boosting Retrieval Performance (Mehmet Oğuz Mülâyim, Josep Lluís Arcos)....Pages 309-322 Bayesian-Supported Retrieval in BNCreek: A Knowledge-Intensive Case-Based Reasoning System (Hoda Nikpour, Agnar Aamodt, Kerstin Bach)....Pages 323-338 Personalised Human Activity Recognition Using Matching Networks (Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper)....Pages 339-353 Why Did Naethan Pick Android over Apple? Exploiting Trade-offs in Learning User Preferences (Anbarasu Sekar, Devi Ganesan, Sutanu Chakraborti)....Pages 354-368 An Analysis of Case Representations for Marathon Race Prediction and Planning (Barry Smyth, Pádraig Cunningham)....Pages 369-384 Dynamic Case Bases and the Asymmetrical Weighted One-Mode Projection (Rotem Stram, Pascal Reuss, Klaus-Dieter Althoff)....Pages 385-398 Novel Object Discovery Using Case-Based Reasoning and Convolutional Neural Networks (J. T. Turner, Michael W. Floyd, Kalyan Moy Gupta, David W. Aha)....Pages 399-414 Modelling Similarity for Comparing Physical Activity Profiles - A Data-Driven Approach (Deepika Verma, Kerstin Bach, Paul Jarle Mork)....Pages 415-430 Investigating Textual Case-Based XAI (Rosina O. Weber, Adam J. Johs, Jianfei Li, Kent Huang)....Pages 431-447 Improving kNN for Human Activity Recognition with Privileged Learning Using Translation Models (Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Kay Cooper)....Pages 448-463 Considering Nutrients During the Generation of Recipes by Process-Oriented Case-Based Reasoning (Christian Zeyen, Maximilian Hoffmann, Gilbert Müller, Ralph Bergmann)....Pages 464-479 An Effective Method for Identifying Unknown Unknowns with Noisy Oracle (Bo Zheng, Xin Lin, Yanghua Xiao, Jing Yang, Liang He)....Pages 480-495 Front Matter ....Pages 497-497 On the Role of Similarity in Analogical Transfer (Fadi Badra, Karima Sedki, Adrien Ugon)....Pages 499-514 Predicting Preferences by Means of Analogical Proportions (Myriam Bounhas, Marc Pirlot, Henri Prade)....Pages 515-531 A Fast Mapper as a Foundation for Forthcoming Conceptual Blending Experiments (João Gonçalves, Pedro Martins, Amílcar Cardoso)....Pages 532-547 Production of Large Analogical Clusters from Smaller Example Seed Clusters Using Word Embeddings (Yuzhong Hong, Yves Lepage)....Pages 548-562 Case-Based Translation: First Steps from a Knowledge-Light Approach Based on Analogy to a Knowledge-Intensive One (Yves Lepage, Jean Lieber)....Pages 563-579 Making the Best of Cases by Approximation, Interpolation and Extrapolation (Jean Lieber, Emmanuel Nauer, Henri Prade, Gilles Richard)....Pages 580-596 Opening the Parallelogram: Considerations on Non-Euclidean Analogies (Pierre-Alexandre Murena, Antoine Cornuéjols, Jean-Louis Dessalles)....Pages 597-611 Experiments in Learning to Solve Formal Analogical Equations (Rafik Rhouma, Philippe Langlais)....Pages 612-626 Back Matter ....Pages 627-628