Case-Based Reasoning Research and Development: 22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings

553 Pages·2014·21.247 MB·English

by  Luc Lamontagne, Enric Plaza (eds.)

Luc Lamontagne
Enric Plaza (Eds.)
Case-Based Reasoning
5 Research
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AI and Development
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22nd International Conference, ICCBR 2014
Cork, Ireland, September 29 – October 1, 2014
Proceedings
123
Lecture Notes in Artificial Intelligence 8765
Subseries of Lecture Notes in Computer Science
LNAISeriesEditors
RandyGoebel
UniversityofAlberta,Edmonton,Canada
YuzuruTanaka
HokkaidoUniversity,Sapporo,Japan
WolfgangWahlster
DFKIandSaarlandUniversity,Saarbrücken,Germany
LNAIFoundingSeriesEditor
JoergSiekmann
DFKIandSaarlandUniversity,Saarbrücken,Germany
Luc Lamontagne Enric Plaza (Eds.)
Case-Based Reasoning
Research
and Development
22nd International Conference, ICCBR 2014
Cork, Ireland, September 29 - October 1, 2014
Proceedings
1 3
VolumeEditors
LucLamontagne
UniversitéLaval
DepartmentofComputerScienceandSoftwareEngineering
Québec,Canada
E-mail:[email protected]
EnricPlaza
IIIA,ArtificialIntelligenceResearchInstituteCSIC
SpanishNationalResearchCouncil
Bellaterra,Catalonia,Spain
E-mail:[email protected]
ISSN0302-9743 e-ISSN1611-3349
ISBN978-3-319-11208-4 e-ISBN978-3-319-11209-1
DOI10.1007/978-3-319-11209-1
SpringerChamHeidelbergNewYorkDordrechtLondon
LibraryofCongressControlNumber:2014948036
LNCSSublibrary:SL7–ArtificialIntelligence
©SpringerInternationalPublishingSwitzerland2014
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Preface
This volume comprises the papers presented at ICCBR 2014: the 22nd Inter-
national Conference on Case-BasedReasoning (http://www.iccbr.org/iccbr14/)
which took place from September 29 through October 1, 2014 at the Imperial
Hotel in Cork, Ireland. There were 49 submissions from 17 countries spanning
North America, Europe, Africa, Asia and the Pacific. Each one was reviewed
by three Program Committee members using the criteria of relevance, signifi-
cance, originality, technical quality, and presentation. The committee accepted
19 papers for oral presentation and 16 papers for poster presentation at the
conference.
The InternationalConference onCase-BasedReasoning(ICCBR)is the pre-
eminent international meeting on case-based reasoning (CBR). Previous IC-
CBRconferenceshavebeenheldinSesimbra,Portugal(1995),Providence,USA
(1997), Seeon Monastery, Germany (1999), Vancouver, Canada (2001), Trond-
heim, Norway (2003), Chicago, USA (2005), Belfast, UK (2007), Seattle, USA
(2009), Alessandria, Italy (2010), London, UK (2011), Lyon, France (2012) and
most recently in Saratoga Springs, USA.
Day 1 of ICCBR featured topical workshops on current and interesting as-
pects of CBR including case-based agents, reasoning with social media content,
reasoningabouttimeinCBRandsynergiesbetweenCBRandDataMining.The
Doctoral Consortiuminvolvedpresentationsby ten graduatestudents in collab-
oration with their respective senior CBR research mentors. Day 1 also hosted
the Computer Cooking Contest, the aim of which is to promote the use of AI
technologies such as case-based reasoning, information extraction, information
retrieval, and semantic technologies.
Days 2 and 3 consisted of scientific paper presentations on theoretical and
applied CBR research as well as invited talks from two distinguished scholars:
Tony Veale, lecturer at the School of Computer Science at University College
Dublin, Ireland, and Frode Sørmo, Chief Technology Officer at Verdande Tech-
nology,Trondheim,Norway.TonyVealegaveakeynoteaddressoncreativereuse
of past solutions and how cut-up techniques can be applied to compositional
reuse.Frode Sørmo presentedcase studies explaininghow Verdande Technology
applies case-based reasoning techniques to oil drilling operations, financial ser-
vices and healthcare monitoring. This volume includes contributions describing
the main ideas presented in these keynote presentations.
ThepresentationsandposterscoveredawiderangeofCBRtopicsofinterest
both to researchers and practitioners including case retrieval and adaptation,
case base maintenance, case-based planning, textual CBR, and applications to
Web technologies,traffic management, product recommendation,facial recogni-
tion, home automation, and fault diagnosis.
VI Preface
Many people participated in making ICCBR 2014 a success. Derek Bridge,
UniversityCollegeCork,Ireland,servedastheconferencechairwithLucLamon-
tagne,LavalUniversity,CanadaandEnricPlaza,IIIA-CSIC, Spain,asprogram
co-chairs. We would like to thank David Leake, Indiana University, USA, and
Jean Lieber, LORIA, France, who acted as workshop chairs. Our thanks also
go to Rosina Weber, Drexel University, USA, and Nirmalie Wiratunga, Robert
GordonUniversity,UK,fororganizingtheDoctoralConsortium.WethankMir-
jamMinor,GoetheUniversity,GermanyandEmmanuelNauer,LORIA,France,
who were responsible for the Computer Cooking Competition. We are also very
grateful to all our sponsors,which at the time ofprinting included the Artificial
Intelligence Journal, the Department of Computer Science at University Col-
legeCork, Empolis,F´ailte Ireland, KnexusResearchCorporationandVerdande
Technology. We also want to acknowledge the support of AAAI and the Cork
Convention Bureau.
We thank the Program Committee and the additional reviewers for their
timely and thorough participation in the reviewing process. We appreciate the
time and effort put in by the local organizers.Finally, we acknowledge the sup-
portofEasyChairinthesubmission,review,andproceedingscreationprocesses,
and we thank Springer for its continued support in publishing the proceedings
of ICCBR.
July 2014 Luc Lamontagne
Enric Plaza
Organization
Program Committee
Agnar Aamodt NTNU, Norway
David Aha Naval Research Laboratory, USA
Klaus-Dieter Althoff DFKI/University of Hildesheim, Germany
Ralph Bergmann University of Trier, Germany
Isabelle Bichindaritz State University of New York at Oswego, USA
Alan Black Drexel University, USA
Derek Bridge University College Cork, Ireland
William Cheetham CDPHP, USA
Alexandra Coman Northern Ohio University, USA
Am´elie Cordier LIRIS-CNRS, France
Susan Craw The Robert Gordon University, UK
Sarah Jane Delany Dublin Institute of Technology, Ireland
Belen Diaz-Agudo Complutense University of Madrid, Spain
Michael Floyd Carleton University, Canada
Ashok Goel Georgia Institute of Technology, USA
Mehmet Goker Salesforce, USA
Pedro Gonza´lez Calero Complutense University of Madrid, Spain
Luc Lamontagne Laval University, Canada
David Leake Indiana University, USA
Jean Lieber LORIA - Inria Lorraine, France
Ramon L´opez de M´antaras IIIA-CSIC, Spain
Cindy Marling Ohio University, USA
Lorraine McGinty University College Dublin, Ireland
David McSherry University of Ulster, UK
Alain Mille LIRIS-CNRS, France
Mirjam Minor Goethe Universitaet Frankfurt, Germany
Stefania Montani University Piemonte Orientale, Italy
Hector Munoz-Avila Lehigh University, USA
Santiago Ontan˜o´n Drexel University, USA
Miltos Petridis Brighton University, UK
Enric Plaza IIIA - CSIC, Spain
Luigi Portinale University of Piemonte Orientale, Italy
Ashwin Ram PARC, USA
Juan Recio-Garcia Complutense University of Madrid, Spain
Thomas Roth-Berghofer University of West London, UK
Jonathan Rubin PARC, USA
VIII Organization
Barry Smyth University College Dublin, Ireland
Antonio S´anchez-Ruiz Complutense University of Madrid, Spain
Ian Watson University of Auckland, New Zealand
Rosina Weber Drexel University, USA
David Wilson UniversityofNorthCarolinaatCharlotte,USA
Nirmalie Wiratunga The Robert Gordon University, UK
Additional Reviewers
Black, Alan McGreggor, Keith
Canensi, Luca Mueller, Gilbert
Cox, Michael Quijano Sanchez, Lara
Cunningham, Padraig Reuss, Pascal
Dufour-Lussier, Valmi Sahay, Saurav
Fitzgerald, Tesca Sani, Sadiq
Goerg, Sebastian Sauer, Christian Severin
Leonardi,Giorgio Schulte-Zurhausen, Eric
Kendall-Morwick, Joseph Schumacher, Pol
Massie, Stewart Vattam, Swaroop
Table of Contents
Invited Talks
What I Talk about When I Talk about CBR ........................ 1
Frode Sørmo
Running with Scissors: Cut-Ups, Boundary Friction and Creative
Reuse .......................................................... 3
Tony Veale
Research Papers
Learning Solution Similarity in Preference-BasedCBR................ 17
Amira Abdel-Aziz, Marc Strickert, and Eyke Hu¨llermeier
Case-Based Parameter Selection for Plans: Coordinating Autonomous
Vehicle Teams ................................................... 32
Bryan Auslander, Tom Apker, and David W. Aha
Automatic Case Capturing for Problematic Drilling Situations......... 48
Kerstin Bach, Odd Erik Gundersen, Christian Knappskog, and
Pinar O¨ztu¨rk
Algorithm for Adapting Cases Represented in a Tractable Description
Logic........................................................... 63
Liang Chang, Uli Sattler, and Tianlong Gu
Sentiment and Preference Guided Social Recommendation ............ 79
Yoke Yie Chen, Xavier Ferrer, Nirmalie Wiratunga, and Enric Plaza
A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain
Names.......................................................... 95
Sebastian Dieterle and Ralph Bergmann
Further Experiments in Opinionated Product Recommendation ........ 110
Ruihai Dong, Michael P. O’Mahony, and Barry Smyth
How Much Do You Trust Me? Learning a Case-Based Model of Inverse
Trust........................................................... 125
Michael W. Floyd, Michael Drinkwater, and David W. Aha
Tuuurbine: A Generic CBR Engine over RDFS ...................... 140
Emmanuelle Gaillard, Laura Infante-Blanco, Jean Lieber, and
Emmanuel Nauer
X Table of Contents
How Case-Based Reasoning on e-Community Knowledge Can Be
Improved Thanks to Knowledge Reliability.......................... 155
Emmanuelle Gaillard, Jean Lieber, Emmanuel Nauer, and
Am´elie Cordier
Case-BasedObject Placement Planning............................. 170
Kellen Gillespie, Kalyan Moy Gupta, and Michael Drinkwater
On the Role of Analogy in Resolving Cognitive Dissonance in
Collaborative Interdisciplinary Design .............................. 185
Ashok K. Goel and Bryan Wiltgen
On Retention of Adaptation Rules ................................. 200
Vahid Jalali and David Leake
Case-Based Reasoning for Improving Traffic Flow in Urban
Intersections .................................................... 215
Anders Kofod-Petersen, Ole Johan Andersen, and Agnar Aamodt
Estimating Case Base Complexity Using Fractal Dimension ........... 230
K.V.S. Dileep and Sutanu Chakraborti
CBR Tagging of Emotions from Facial Expressions ................... 245
Paloma Lopez-de-Arenosa, Bel´en D´ıaz-Agudo, and
Juan A. Recio-Garc´ıa
A Proposal of Temporal Case-Base Maintenance Algorithms........... 260
Eduardo Lupiani, Jose M. Juarez, and Jose Palma
UsingCase-BasedReasoningto DetectRiskScenariosofElderlyPeople
Living Alone at Home ............................................ 274
Eduardo Lupiani, Jose M. Juarez, Jose Palma,
Christian Serverin Sauer, and Thomas Roth-Berghofer
AnAlgorithmforConversationalCase-BasedReasoninginClassification
Tasks........................................................... 289
David McSherry
Towards Process-Oriented Cloud Management with Case-Based
Reasoning....................................................... 305
Mirjam Minor and Eric Schulte-Zurhausen
Workflow Streams: A Means for Compositional Adaptation in
Process-OrientedCBR............................................ 315
Gilbert Mu¨ller and Ralph Bergmann
Collective Classification of Posts to Internet Forums.................. 330
Pa´draig O´ Duinn and Derek Bridge