| Vol-1815 urn:nbn:de:0074-1815-7 Copyright © 2016 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# ICCBR-WS 2016
ICCBR 2016 Workshop Proceedings

### Workshops Proceedings for the Twenty-fourth International Conference on Case-Based Reasoning (ICCBR 2016)

### Atlanta, Georgia, USA, October 31 - November 2, 2016.

Edited by

### Alexandra Coman *
Stelios Kapetanakis **

* Naval Research Laboratory, Washington, DC, USA
** University of Brighton, Brighton, UK

## 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

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2017-03-17: submitted by Stelios Kapetanakis, metadata incl. bibliographic data published under Creative Commons CC0
2017-02-17: published on CEUR-WS.org |valid HTML5|