Recent Trends in Applied Artificial Intelligence: 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Amsterdam, The Netherlands, June 17-21, 2013. Proceedings

715 Pages·2013·27 MB·English

by  Kazuo Miyashita (auth.)

Moonis Ali Tibor Bosse
Koen V. Hindriks Mark Hoogendoorn
Catholijn M. Jonker Jan Treur (Eds.)
Recent Trends
6 in Applied Artificial
0
9
7

AI Intelligence
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26th International Conference
on Industrial, Engineering and Other Applications
of Applied Intelligent Systems, IEA/AIE 2013
Amsterdam, The Netherlands, June 2013, Proceedings
123
Lecture Notes in Artificial Intelligence 7906
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
Moonis Ali Tibor Bosse
Koen V. Hindriks Mark Hoogendoorn
Catholijn M. Jonker Jan Treur (Eds.)
Recent Trends
in Applied Artificial
Intelligence
26th International Conference
on Industrial, Engineering and OtherApplications
ofApplied Intelligent Systems, IEA/AIE 2013
Amsterdam, The Netherlands, June 17-21, 2013
Proceedings
1 3
SeriesEditors
RandyGoebel,UniversityofAlberta,Edmonton,Canada
JörgSiekmann,UniversityofSaarland,Saarbrücken,Germany
WolfgangWahlster,DFKIandUniversityofSaarland,Saarbrücken,Germany
VolumeEditors
MoonisAli
TexasStateUniversity
SanMarcos,TX78666,USA
E-mail:[email protected]
KoenV.Hindriks
CatholijnM.Jonker
DelftUniversityofTechnology
2628CDDelft,TheNetherlands
E-mail:{k.v.hindriks;c.m.jonker}@tudelft.nl
TiborBosse
MarkHoogendoorn
JanTreur
VUUniversityAmsterdam
1081HVAmsterdam,TheNetherlands
E-mail:{t.bosse;m.hoogendoorn;j.treur}@vu.nl
ISSN0302-9743 e-ISSN1611-3349
ISBN978-3-642-38576-6 e-ISBN978-3-642-38577-3
DOI10.1007/978-3-642-38577-3
SpringerHeidelbergDordrechtLondonNewYork
LibraryofCongressControlNumber:2013938609
CR Subject Classification (1998): I.2, H.4, F.2, H.2.8, I.5, I.4, H.3, F.1, G.2, C.2,
K.4.4,I.6
LNCSSublibrary:SL7–ArtificialIntelligence
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Preface
Research in intelligent systems has taken a huge flight and has resulted in a
great variety of techniques, methodologies, and tools for developing systems
withintelligentbehavior.Inthe applicationofsuchtechniquesinmorepractical
settings,however,oneisoftenfacedwithnewchallengesthatneedtobetackled
toobtainasystemthatworkswellinsuchasetting.TheInternationalSocietyof
Applied Intelligence (ISAI), through its annual IEA/AIE conferences, provides
a forum for the international scientific and industrial community in the field of
appliedartificialintelligencetointeractivelyparticipateindevelopingintelligent
systemsthatareneededtosolvethetwenty-firstcentury’sever-growingproblems
in almost every field.
The26thInternationalConferenceonIndustrial,EngineeringandOtherAp-
plicationsofAppliedIntelligenceSystems(IEA/AIE-2013),heldinAmsterdam,
The Netherlands, followed the IEA/AIE tradition of providing an international
scientific forum for researchers in the diverse field of applied intelligence. In-
vitedspeakersandauthorsidentifiedchallengesinthe applicationsofintelligent
systems in real-life settings and proposed innovative solutions. We received 185
papers, out of which 71 were selected for inclusion in these proceedings, re-
sulting in a selection rate of 38.4%. Each paper was reviewed by at least two
members of the Program Committee, thereby facilitating the selection of high-
quality papers. The papers in the proceedings cover a wide range of topics,
including knowledge representation and reasoning, robotics, cognitive model-
ing, planning, machine learning, pattern recognition, optimization, text min-
ing,crowdmodeling,auctionsandnegotiations,andevolutionaryalgorithms.In
addition, several special sessions were organized as part of the IEA/AIE-2013
conference, namely, sessions on innovations in intelligent computation and ap-
plications; intelligent image and signal processing; business process intelligence;
machine learning methods applied to manufacturing processes and production
systems; advances in recommender systems; and finally a special session on de-
cision support for safety-related systems. These proceedings, consisting of 71
chapters authored by participants of IEA/AIE-2013,cover both the theory and
applicationsofappliedintelligentsystems.Together,these papershighlightnew
trends and frontiers of applied intelligence and show how new research could
lead to innovative applications of considerable practical significance. We expect
that these proceedings will provide useful reference for future research.
Theconferencealsoinvitedthreeoutstandingscholarstogiveplenarykeynote
speeches. They were Matthias Klusch from DFKI Saarbrucken in Germany,
EmileAartsfromEindhovenUniversityofTechnology,TheNetherlands,aswell
as Jan-Peter Larsen from SENSE Observation Systems, based in Rotterdam,
The Netherlands.
VI Preface
Of course, this conference would not have been possible without the help of
manypeopleandorganizations.Firstandforemostwewanttothanktheauthors
who contributed to these high-quality proceedings. The selection of the papers
wasmadebaseduponthe recommendationsofthe ProgramCommittee,andwe
thank you for devoting your time to provide high-quality reviews and enable
the selection of papers to compose this volume. In addition, we would like to
thank the Special Session Chairs for their efforts that truly contributed to the
quality and diversity of the program. We thank VU University Amsterdam for
itssupportintheorganizationoftheconference.Ofcoursewewanttothankour
main sponsor, ISAI, and the associate sponsors Almende B.V., the Benelux As-
sociationforArtificialIntelligence,andtheMunicipalityofAmsterdamfortheir
support.Thefollowingcooperatingorganizationsalsodeserveourgratitude:the
Association for the Advancement of Artificial Intelligence (AAAI), the Associ-
ation for Computing Machinery (ACM/SIGART), the Austrian Association for
Artificial Intelligence (GAI), the Catalan Association for Artificial Intelligence
(ACIA), Delft University of Technology, the European Neural Network Society
(ENNS),theInternationalNeuralNetworkSociety(INNS),theItalianArtificial
Intelligence Association(AI*IA), the JapaneseSociety for Artificial Intelligence
(JSAI),theLithuanianComputerSociety-ArtificialIntelligenceSection(LIKS-
AIS), the Slovenian Artificial Intelligence Society (SLAIS), the Spanish Society
for Artificial Intelligence (AEPIA), the Society for the Study of Artificial In-
telligence and the Simulation of Behaviour (AISB), the Taiwanese Association
forArtificialIntelligence(TAAI),theTaiwaneseAssociationforConsumerElec-
tronics (TACE), and Texas State University-San Marcos. We would also like to
thank the keynote speakers who shared their vision on applications of intelli-
gent systems. Last, but certainly not least, we want to thank the Organizing
Committee of the conference.
April 2013 Moonis Ali
Tibor Bosse
Koen V. Hindriks
Mark Hoogendoorn
Catholijn M. Jonker
Jan Treur
Conference Organization
General Chair
Moonis Ali Texas State University-San Marcos, USA
Organizing Chair
Tibor Bosse VU University Amsterdam, The Netherlands
Program Chairs
Koen V. Hindriks Delft University of Technology, The Netherlands
Mark Hoogendoorn VU University Amsterdam, The Netherlands
Catholijn M. Jonker Delft University of Technology, The Netherlands
Jan Treur VU University Amsterdam, The Netherlands
Doctoral Consortium Chair
Michel C. A. Klein VU University Amsterdam, The Netherlands
Local Arrangements Chair
Elly Lammers VU University Amsterdam, The Netherlands
Publicity Chairs
Reyhan Aydogan Delft University of Technology, The Netherlands
M. Birna van Riemsdijk Delft University of Technology, The Netherlands
Reception Chair
Charlotte Gerritsen VU University Amsterdam, The Netherlands
Web Chairs
Jeroen de Man VU University Amsterdam, The Netherlands
Gabriele Modena VU University Amsterdam, The Netherlands
VIII Conference Organization
Special Sessions
1. Advances in Recommender Systems
(Alexander Felfernig and Walid Maalej)
2. Business Process Intelligence
(Giovanni Acampora, Uzay Kaymak, and Vincenzo Loia)
3. Decision Support for Safety-Related Systems
(Paul Chung and Kazuhiko Suzuki)
4. Innovations in Intelligent Computation and Applications
(Shyi-Ming Chen, Jeng-Shyang Pan, and Mong-Hong Horng)
5. Intelligent Image and Signal Processing
(Wen-Yuan Chen)
6. Machine Learning Methods Applied to Manufacturing Processes
and Production Systems
(Andr´es Bustillo-Iglesias, Luis Norberto Lopez-De-La-Calle-Marcaide, and
C´esar Garc´ıa-Osorio)
Invited Speakers
Emile Aarts EindhovenUniversityofTechnology,TheNetherlands
Matthias Klusch DFKI Saarbru¨cken,Germany
Jan Peter Larsen SENSE Observation Systems, The Netherlands
International Organizing Committee
Althari, A. (Malaysia) He, J. (China)
Altincay, H. (Turkey) Herrera, F. (Spain)
Aziz, A.A. (Malaysia) Jain, L. (Australia)
Belli, F. (Germany) Last, M. (Israel)
Benferhat, S. (France) Lee, C.-H. (Korea)
Chen, S.-M. (Taiwan) Levin, M. (Russia)
Chung, P. (UK) Lim, A. (Hong Kong)
Correa da Silva, F.S. (Brazil) Lukowicz, P. (Germany)
Dounias, G. (Greece) Monteserin, A. (Argentina)
Esposito, F. (Italy) Neerincx, M. (The Netherlands)
Felfering, A. (Austria) Pratihar, D. (India)
Ferscha, A. (Austria) Sensoy, M. (Turkey)
Figueroa, G. A. (Mexico) Skowron, A. (Poland)
Fujita, H. (Japan) Wang, J. (Australia)
Garc´ıa-Pedrajas,N. (Spain) Wong, M.-L. (Hong Kong)
Gitchang (Japan) Yang, C. (Canada)
Guesgen, H. (New Zealand) Yordanova, S. (Bulgaria)
Halteren, van, A. (The Netherlands)
Conference Organization IX
Program Committee
Al-Mubaid, H. (USA) Ferna´ndez de Vega, F. (Spain)
Althari, A. (Malaysia) Ferscha, A. (Austria)
Altincay, H. (Turkey) Folgheraiter, M. (Germany)
Ashok, G. (USA) Frias-Martinez, E. (Spain)
Aydogan, R. (The Netherlands) Fujita, H. (Japan)
Aziz, A.A. (Malaysia) Fyfe, C. (UK)
Bae, Y. (Korea) Gamba¨ck, B. (Norway)
Barber, S. (USA) Garc´ıa-Osorio,C. (Spain)
Belli, F. (Germany) Garc´ıa-Pedrajas,N. (Spain)
Benferhat, S. (France) Gitchang (Japan)
Bentahar, J. (Canada) Gomide, F. (Brazil)
Beun, R.-J. (The Netherlands) Grzenda, M. (Poland)
Borzemski, L. (Poland) Guesgen, H.W. (New Zealand)
Braubach, L. (Germany) Haasdijk, E. (The Netherlands)
Br´ezillon, P. (France) Hakura, J. (Japan)
Bustillo, A. (Spain) Halteren, van, A. (The Netherlands)
Bustince, H. (Spain) Havasi, C. (USA)
Campa Go´mez, F. (Spain) He, J. (China)
Carvalho, J.P.B. (Portugal) Hendtlass, T. (Australia)
Chan, Ch.-Ch. (USA) Herrera, F. (Spain)
Chan, C.W. (Hong Kong) Herrera-Viedma, E. (Spain)
Charles, D. (UK) Heylen, D. (The Netherlands)
Chen, L.-J. (Taiwan) Hirota, K. (Japan)
Chen, P. (USA) Hou, W.-J. (Taiwan)
Chen, S.-M. (Taiwan) Huang, Y.-P. (Taiwan)
Cho, H. (USA) Hung, Ch.-Ch. (USA)
Cho, S.-B. (Korea) Indurkhya, B. (India)
Chou, J.-H. (Taiwan) Ito, T. (Japan)
Chung, P.W.H. (UK) Jacquenet, F. (France)
Cordo´n, O´. (Spain) Julia´n, V. (Spain)
Correa da Silva, F. S. (Brazil) Kaikhah, K. (USA)
Da Costa, J.M. (Portugal) Kacprzyk, J. (Poland)
Dapoigny, R. (France) Khosrow, K. (USA)
De Souto, M. (Brazil) Kinoshita, T. (Japan)
Dignum, V. (The Netherlands) Klawonn, F. (Germany)
Dolan, J. (USA) Krol, D. (Poland)
Dounias, G. (Greece) Kumar, A.N. (USA)
Dreyfus, G. (France) Kumova, B. (Turkey)
Erdem, E. (Turkey) Lamirel, J.-Ch. (France)
Esposito, F. (Italy) Last, M. (Israel)
Fatima, S. (UK) Lee, C.-H. (Korea)
Felfernig, A. (Austria) Lee, G. (Taiwan)
Ferro, D. (The Netherlands) Lee, H.-M. (Taiwan)
X Conference Organization
Levin, M. (Russia) Ramaswamy, S. (USA)
Liu, H. (USA) Romero Zaliz, R. (Spain)
Liu, Q. (USA) Rosso, P. (Spain)
Loia, V. (Italy) Sadok, D.F.H. (Brazil)
Lozano, M. (Spain) Sadri, F. (UK)
Lu, Y. (USA) Sainz-Palmero,G. (Spain)
Lukowicz, P. (Germany) Salden, A. (The Netherlands)
Madani, K. (France) Sa`nchez-Marr`e,M. (Spain)
Mahanti, P. (Canada) Selim, H. (Turkey)
Mansour, N. (Lebanon) Sensoy, M. (UK)
Marcelloni, F. (Italy) Soomro, S. (Austria)
Marinai, S. (Italy) Sousa, J. (Portugal)
Matthews, M.M. (USA) Splunter, van, S. (The Netherlands)
Mehrotra, K.G. (USA) Sun, J. (UK)
Mel´endez, J. (Spain) Suzuki, K. (Japan)
Mertsching, B. (Germany) Tamir, D. (USA)
Mizoguchi, R. (Japan) Tan, A.-H. (Singapore)
Mohammadian, M. (Australia) Tao, J. (USA)
Monostori, L. (Hungary) Tereshko, V. (UK)
Monteserin, A. (Argentina) Tseng, L.-Y. (Taiwan)
Mu¨ller, J.P. (Germany) Tseng, V.Sh.-M. (Taiwan)
Nedjah, N. (Brazil) Valente de Oliveira,J. (Portugal)
Neerincx, M. (The Netherlands) Valtorta, M. (USA)
Nguyen, N.T. (Poland) Verwaart, T. (The Netherlands)
Okada, S. (Japan) Viharos, Z.J. (Hungary)
Okuno, H.G. (Japan) Visser, E. (The Netherlands)
Olivas, J.A´. (Spain) Wal, van der, C.N. (The Netherlands)
O¨zgu¨r, A. (Turkey) Wang, D. (Australia)
Pan, J.-Sh. (Taiwan) Wang, H. (USA)
Pena, J.-M. (Spain) Wang, J. (Australia)
Peng, J. (USA) Warnier, M. (The Netherlands)
Peregrin,A. (Spain) Weert, de, M. (The Netherlands)
Pokahr, A. (Germany) Wijngaards, N. (The Netherlands)
Potter, W. (USA) Yang, D.-L. (Taiwan)
Prade, H. (France) Yang, Y.-B. (China)
Pratihar, D. (India) Yin, Z. (USA)
Rayward-Smith, V.J. (UK) Yolum, P. (Turkey)
Ren. F. (Japan) Yordanova, S. (Bulgaria)
Additional Reviewers
d’Amato, C. Chiang, T.-C. Heule, M.
Budalakoti, S. Couto, P. Kanamori, R.
Chakraborty,S. Franco, M. Kosucu, B.