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AndrzejP.WierzbickiandYoshiteruNakamori(Eds.) CreativeEnvironments StudiesinComputationalIntelligence,Volume59 Editor-in-chief Prof.JanuszKacprzyk SystemsResearchInstitute PolishAcademyofSciences ul.Newelska6 01-447Warsaw Poland E-mail:[email protected] Furthervolumesofthisseries Vol.48.H.Yoshida(Ed.) canbefoundonourhomepage: AdvancedComputationalIntelligenceParadigms springer.com inHealthcare,2007 ISBN978-3-540-47523-1 Vol.36.IldarBatyrshin,JanuszKacprzyk,Leonid Sheremetor,LotfiA.Zadeh(Eds.) Vol.49.KeshavP.Dahal,KayChenTan,PeterI.Cowling Preception-basedDataMiningandDecisionMaking (Eds.) inEconomicsandFinance,2006 EvolutionaryScheduling,2007 ISBN978-3-540-36244-9 ISBN978-3-540-48582-7 Vol.37.JieLu,DaRuan,GuangquanZhang(Eds.) Vol.50.NadiaNedjah,LeandrodosSantosCoelho, E-ServiceIntelligence,2007 LuizadeMacedoMourelle(Eds.) ISBN978-3-540-37015-4 MobileRobots:TheEvolutionaryApproach,2007 ISBN978-3-540-49719-6 Vol.38.ArtLew,HolgerMauch DynamicProgramming,2007 Vol.51.ShengxiangYang,YewSoonOng,YaochuJin ISBN978-3-540-37013-0 Honda(Eds.) EvolutionaryComputationinDynamicandUncertain Vol.39.GregoryLevitin(Ed.) Environment,2007 ComputationalIntelligenceinReliabilityEngineering, ISBN978-3-540-49772-1 2007 ISBN978-3-540-37367-4 Vol.52.AbrahamKandel,HorstBunke,MarkLast(Eds.) AppliedGraphTheoryinComputerVisionandPattern Vol.40.GregoryLevitin(Ed.) Recognition,2007 ComputationalIntelligenceinReliabilityEngineering, ISBN978-3-540-68019-2 2007 ISBN978-3-540-37371-1 Vol.53.HuajinTang,KayChenTan,ZhangYi NeuralNetworks:ComputationalModels Vol.41.MukeshKhare,S.M.ShivaNagendra(Eds.) andApplications,2007 ArtificialNeuralNetworksinVehicularPollution ISBN978-3-540-69225-6 Modelling,2007 ISBN978-3-540-37417-6 Vol.54.FernandoG.Lobo,Cla´udioF.Lima andZbigniewMichalewicz(Eds.) Vol.42.BerndJ.Kra¨mer,WolfgangA.Halang(Eds.) ParameterSettinginEvolutionaryAlgorithms,2007 ContributionstoUbiquitousComputing,2007 ISBN978-3-540-69431-1 ISBN978-3-540-44909-6 Vol.55.XianyiZeng,YiLi,DaRuanandLudovicKoehl Vol.43.FabriceGuillet,HowardJ.Hamilton(Eds.) (Eds.) QualityMeasuresinDataMining,2007 ComputationalTextile,2007 ISBN978-3-540-44911-9 ISBN978-3-540-70656-4 Vol.44.NadiaNedjah,LuizadeMacedo Vol.56.AkiraNamatame,SatoshiKuriharaand Mourelle,MarioNetoBorges, HideyukiNakashima(Eds.) NivalNunesdeAlmeida(Eds.) EmergentIntelligenceofNetworkedAgents,2007 IntelligentEducationalMachines,2007 ISBN978-3-540-71073-8 ISBN978-3-540-44920-1 Vol.57.NadiaNedjah,AjithAbrahamandLuizade Vol.45.VladimirG.Ivancevic,TijanaT.Ivancevic MacedoMourella(Eds.) Neuro-FuzzyAssociativeMachineryforComprehensive ComputationalIntelligenceinInformationAssurance BrainandCognitionModeling,2007 andSecurity,2007 ISBN978-3-540-47463-0 ISBN978-3-540-71077-6 Vol.46.ValentinaZharkova,LakhmiC.Jain Vol.58.Jeng-ShyangPan,Hsiang-ChehHuang,Lakhmi ArtificialIntelligenceinRecognitionandClassification C.JainandWai-ChiFang(Eds.) ofAstrophysicalandMedicalImages,2007 IntelligentMultimediaDataHiding,2007 ISBN978-3-540-47511-8 ISBN978-3-540-71168-1 Vol.47.S.Sumathi,S.Esakkirajan Vol.59.AndrzejP.WierzbickiandYoshiteru FundamentalsofRelationalDatabaseManagement Nakamori(Eds.) Systems,2007 CreativeEnivornments,2007 ISBN978-3-540-48397-7 ISBN978-3-540-71466-8 Andrzej P. Wierzbicki Yoshiteru Nakamori (Eds.) Creative Environments Issues of Creativity Support for the Knowledge Civilization Age With 78 Figures and 29 Tables AndrzejP.Wierzbicki YoshiteruNakamori ResearchProfessor ProfessorandDean CenterforStrategicDevelopment SchoolofKnowledgeScience ofScienceandTechnology JapanAdvancedInstitute JapanAdvancedInstitute ofScienceandTechnology ofScienceandTechnology 1-1AsahidaiNomi 1-1AsahidaiNomi Ishikawa923-1292 Ishikawa923-1292 Japan Japan E-mail:[email protected] E-mail:[email protected] LibraryofCongressControlNumber:2007924599 ISSNprintedition:1860-949X ISSNelectronicedition:1860-9503 ISBN 978-3-540-71466-8SpringerBerlinHeidelbergNewYork Thisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerial isconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broad- casting,reproductiononmicrofilmorinanyotherway,andstorageindatabanks.Duplicationof thispublicationorpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLaw ofSeptember9,1965,initscurrentversion,andpermissionforusemustalwaysbeobtainedfrom Springer-Verlag.ViolationsareliabletoprosecutionundertheGermanCopyrightLaw. SpringerisapartofSpringerScience+BusinessMedia springer.com °c Springer-VerlagBerlinHeidelberg2007 Theuseofgeneraldescriptivenames,registerednames,trademarks,etc.inthispublicationdoesnot imply, even in the absence of a specific statement, that such names are exempt from the relevant protectivelawsandregulationsandthereforefreeforgeneraluse. Coverdesign:deblik,Berlin TypesettingbytheeditorsusingaSpringerLATEXmacropackage Printedonacid-freepaper SPIN:11508106 89/SPi 543210 Knowledge is satisfactory in itself (an old Zen philosophy principle) Preface The book continues the themes started in the book Creative Space: Models of Creative Processes for the Knowledge Civilization Age (A.P. Wierzbicki and Y. Nakamori, Springer, 2006), while concentrating more on software and, more generally, on environments for supporting creative processes, although developing also some further aspects of models of creative proc- esses as well as addressing some related systemic and philosophical issues. The book was written as an activity of the 21st Century Center of Excellence Program Technology Creation Based on Knowledge Science at Japan Advanced Institute of Science and Technology (JAIST) in Nomi, Ishikawa, Japan. It relies also on broad international cooperation, e.g., with the International Institute for Applied Systems Analysis (IIASA) in Laxenburg, Austria; the Institute of Systems Science, Academy of Mathe- matics and Systems Science, Chinese Academy of Sciences (ISS-CAS); the University of Hull in Hull, Great Britain; the National Institute of Tele- communications (NIT) and the Warsaw University of Technology (WUT), as well as the Polish–Japanese Institute of Information Technology (PJIIT) and the Institute of Philosophy and Sociology in the Polish Academy of Sciences (IPS-PAS) in Warsaw, Poland. The authors also enjoyed coopera- tion with many Japanese universities and research institutions, e.g., Kyoto University, University of Osaka, Kansai University, Osaka Sangyo University, Hiroshima University, Konan University, University of Tsukuba (Graduate School of Business Sciences, Tokyo branch – GSBS-UT), Industrial Research Institute of Ishikawa (IRII), Kanazawa, and the Japan Institute of Shinayakana Systems Engineering. The editors of this book are Andrzej P. Wierzbicki and Yoshiteru Nakamori, who also authored Chaps. 1, 3, 16 and 18, but this book is much more a cooperative effort of 21 other co-authors. Chapter 2 was written with the participation of Jing Tian and Hongtao Ren (JAIST), Chap. 4 was written by Tu Bao Ho, Saori Kawasaki (JAIST) and Janusz Granat (NIT), Chap. 5 with the participation of Susumu Kunifuji (JAIST) and Naotaka Kato (IRII), Chap. 6 with the participation of Jifa Gu (ISS-CAS), Chap. 7 with the participation of Tieju Ma (JAIST and IIASA) and Jie Yan (JAIST), Chap. 8 by Adam W. Wierzbicki (PJIIT) and Hongtao Ren (JAIST), Chap. 9 viii Preface with the participation of Hiroe Tsubaki (GSBS-UT), Chapter 10 with the participation of Marek Makowski (IIASA), Chap. 11 with the participation of Mina Ryoke (GSBS-UT), Chap. 12 with the participation of Wiesław Traczyk (WUT and NIT) and Van Nam Huynh (JAIST), Chap. 13 with the participation of Toshiya Ando (JAIST) and Piotr Górczy(cid:276)ski (WUT), Chap. 14 with the participation of Toshiya Kobayashi (JAIST), Chap. 15 with the participation of Fei Gao (JAIST), Chap. 17 by Zbigniew Król (IPS-PAS). Part I of this book, Basic Models of Creative Processes, besides recall- ing models developed in the book Creative Space, presents an empirical test of the importance of some elements of the Triple Helix model of academic knowledge creation and a new integrated, prescriptive model of both academic and organisational knowledge creation called JAIST Nana- tsudaki Model. Main parts of this book concentrate on diverse issues of knowledge engineering and computational intelligence used for creativity support. Part II, Tools for Supporting Basic Creative Processes, contains chapters on knowledge acquisition by machine learning and data mining; on crea- tivity support in brainstorming; on debating and creativity support; on creativity support in roadmapping; and on integrated support for scientific creativity. Part III, Diverse Tools Supporting Creative Processes, contains chapters on statistics for creativity support; on virtual laboratories; on gaming as a tool of creativity training; on knowledge representation and multiple criteria aggregation for creativity support; and on distance learn- ing and teaching. The final Part IV of this book, Knowledge Management and Philosophi- cal Issues of Creativity Support, contains chapters on management of technology and knowledge management for academic R&D; on knowl- edge management and creative holism: systems thinking in the knowledge age; on technology and change: the role of technology in knowledge civili- sation; on the emergence of complex concepts in science; and the final chapter on summary and conclusions. We feel that this book illustrates well enough the technological feasi- bility of using knowledge engineering and computational intelligence for supporting scientific creativity and industrial innovations. However, the major issues and obstacles identified during this work are not technical; they have much rather epistemic and cross-cultural character. They are not caused by the differences between the Oriental and Occidental cultures; much rather, there are caused by the differences of the cultural spheres of sci- ences and arts, or, more precisely, by the following two types of differences: Preface i x There are essential differences between: (1) The models, mechanisms and motivations of knowledge creation in: − Academic institutions (universities, research institutes), and in; − Industrial or other purpose oriented organizations; and (2) The episteme (the way of creating and justifying knowledge) of the three cultural spheres: − Of natural and basic sciences; − Of technology; and − Of social sciences and humanities. When designing knowledge engineering and computational intelli- gence tools for supporting scientific creativity, such differences must be taken into account. In this book, we present also attempts to overcome these differences: the difference (1) by the integrated JAIST Nanatsudaki Model of knowledge creation presented in Chap. 3, and the difference (2) by a proposal of an integrated episteme of constructive evolutionary objectivism, necessary for the knowledge civilization age. We are fully aware that this proposal of an integrated episteme – simi- larly as many other issues indicated in this book – might be counted only as a starting point for further debates and investigation. However, we hope that this book contributes not only to the development of knowledge engi- neering and computational intelligence support for scientific creativity, but also to overcoming such differences as listed above. Andrzej P. Wierzbicki, Yoshiteru Nakamori Japan Advanced Institute of Science and Technology (JAIST), Asahidai, Nomi, Ishikawa, Japan January 2007 Contents Part I: Basic Models of Creative Processes 1 Preliminaries.......................................................................................................3 (Andrzej P. Wierzbicki, Yoshiteru Nakamori) 1.1 Introductory Remarks.................................................................................3 1.2 Conclusions from Creative Space..............................................................3 1.3 Descriptive and Prescriptive Models of Knowledge Creation.................10 1.4 Ba and Creative Environments.................................................................11 1.5 Philosophical Questions...........................................................................13 1.5.1 Knowledge Management and Creative Holism..............................13 1.5.2 Technology and Change..................................................................14 1.5.3 The Processes of Emergence of Basic Concepts and the Problem of a New Episteme in Knowledge Civilisation.....................................................................................16 1.6 The Contents of this Book.......................................................................18 1.7 Acknowledgements..................................................................................23 2 Testing the Triple Helix Model........................................................................25 (Jing Tian, Andrzej P. Wierzbicki, Hongtao Ren, and Yoshiteru Nakamori) 2.1 Introductory Remarks...............................................................................25 2.2 Knowledge Creation Processes................................................................27 2.3 A Survey of Scientific Creativity Support...............................................30 2.3.1 Background and Goals....................................................................30 2.3.2 Questionnaire Design......................................................................31 2.3.3 Study Instruments...........................................................................32 2.4 Analysis of Survey Results......................................................................32 2.4.1 Reference Profiles and Achievement Functions.............................34 2.4.2 The Application of Reference Profiles in Our Research................37 2.4.3 Survey Findings..............................................................................40 2.5 Discussion................................................................................................42 2.6 Conclusions..............................................................................................44 3 Knowledge Sciences and JAIST Nanatsudaki Model......................................47 (Andrzej P. Wierzbicki, Yoshiteru Nakamori) 3.1 Introductory Remarks...............................................................................47 3.2 Knowledge Management versus Technology Management....................48 3.3 The Emergence of Knowledge Sciences..................................................50

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Creative Environments is a follow-up on the book Creative Space in the same series and by the same authors, serving this time as editors of a broader book on computational intelligence and knowledge engineering tools for supporting knowledge creation. This book contains four parts. The first part pr
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