ICCBR-WS 2016
ICCBR 2016 Workshop Proceedings

Table of Contents

• Preface and Table of Contents 1-7
  
  

Workshop on Computational Analogy

organized by Joseph Blass, Tesca Fitzgerald, Katherine Fu, Santiago Ontañón, Marc Pickett, Henri Prade

• Workshop preface 8-11
  
  
• Elements of a Data-Driven Approach to Adaptation 12-20
  Fadi Badra
• Natural Language Instruction for Analogical Reasoning: An Initial Report 21-30
  Joseph A. Blass, Kenneth D. Forbus
• Scaling up Analogy with Crowdsourcing and Machine Learning 31-40
  Joel Chan, Tom Hope, Dafna Shahaf, Aniket Kittur
• LDA v. LSA: A Comparison of Two Computational Text Analysis Tools for the Functional Categorization of Patents 41-50
  Toni Cvitanic, Bumsoo Lee, Hyeon Ik Song, Katherine Fu, David Rosen
• Morphological Predictability of Unseen Words Using Computational Analogy 51-60
  Rashel Fam, Yves Lepage
• Abstraction for Analogical Reasoning in Robotic Agents 61-66
  Tesca Fitzgerald, Andrea Thomaz, Ashok Goel
• Solving Analogical Equations Between Strings of Symbols Using Neural Networks 67-76
  Vivatchai Kaveeta, Yves Lepage
• Efficient Identification of Formal Analogies 77-86
  Philippe Langlais
• Reducing Noise Sensitivity of Formal Analogical Reasoning Applied to Language Transfers 87-97
  Vincent Letard, Gabriel Illouz, Sophie Rosset
• Analogies from Function, Flow and Performance Metrics 98-107
  Cameron J. Turner, Julie Linsey
• Automatic Generation of Analogous Problems to Help Resolving Misconceptions in an Intelligent Tutor System for Written Subtraction 108-117
  Christina Zeller, Ute Schmid

Workshop on Reasoning about Time in CBR

organized by Odd Erik Gundersen, Kerstin Bac

• Workshop preface 118-121
  
  
• Evaluating Distributed Methods for CBR Systems for Monitoring Business Process Workflows 122-131
  Ioannis Agorgianitis, Miltos Petridis, Stelios Kapetanakis, Andrew Fish
• Exploiting Time Series Data for Task Prediction and Diagnosis in an Intelligent Guidance System 132-141
  Hayley Borck, Steven Johnston, Mary Southern, Mark Boddy
• Case Representation and Adaptation for Short-Term Load Forecasting at a Container Terminal 142-151
  Norman Ihle
• Case-Based Comparison of Career Trajectories 152-161
  Kedma Duarte, Rosina O. Weber, Roberto C. S. Pacheco
• Diagnosing Root Causes and Generating Graphical Explanations by Integrating Temporal Causal Reasoning and CBR 162-172
  Hoda Nikpour, Agnar Aamodt, Pål Skalle
• Challenges for the Similarity-Based Comparison of Human Physical Activities Using Time Series Data 173-177
  Tomasz Szczepanski, Kerstin Bach, Agnar Aamodt

Workshop on Synergies between CBR and Knowledge Discovery

organized by Isabelle Bichindaritz, Cindy Marling, Stefania Montani

• Workshop preface 178-181
  
  
• Evaluating Case-Based Reasoning Knowledge Discovery in Fraud Detection 182-191
  Adeyinka Adedoyin, Stelios Kapetanakis, Miltos Petridis, Emmanouil Panaousis
• A Context-aware Miner for Medical Processes 192-201
  Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
• Goal Trajectories for Knowledge Investigations 202-211
  Vahid B. Eyorokon, Benjamin Bengfort, Uday S. Panjala, Michael T. Cox
• Learning a Region of User's Preference for Product Recommendation 212-221
  Anbarasu Sekar, Sutanu Chakraborti
• Case-Base Maintenance: A Streaming Approach 222-231
  Yang Zhang, Su Zhang, David Leake

Computer Cooking Contest

organized by Nadia A Najjar, David C Wilson

• Computer Cooking Contest preface 232-234
  
  
• Meal Planning from an Abstraction Hierarchy of Menus and Recipes 235-242
  Douglas H. Fisher

Doctoral Consortium

organized by Sarah Jane Delany, Stefania Montani

• Doctoral Consortium preface 243-245
  
  
• Distributed Case-based Support for the Architectural Conceptualization Phase 246-251
  Viktor Ayzenshtadt
• A Framework for Interactive Mining and Retrieval from Process Traces 252-256
  Luca Canensi
• Short-Term Load Forecasting Methods for Maritime Container Terminals 257-261
  Norman Ihle
• Knowledge Modelling and Comparison of Cyanide-free Gold Leaching Processes – Research Summary 262-266
  Maria Leikola
• Episodic Memory in a Cognitive Model 267-271
  David Ménager
• Work ow Modelling Assistance by Means of Process-oriented Case-based Reasoning 272-276
  Gilbert Müller
• Prediction and Explanation by Combined Model-Based and Case-Based Reasoning 277-281
  Hoda Nikpour
• Similarity-based Approaches to Learning from Demonstration 282-286
  Brandon Packard
• Feature-Centric Approaches to Case-Base Maintenance 287-291
  Brian Schack
• Automated Similarity Modeling for Real-World Applications 292-295
  Rotem Stram