Thisvolumecontainsoneinvitedand?fteensubmittedpaperspresentedatthe Tenth International Conference on Inductive Logic Programming (ILP2000). The?fteenacceptedpaperswereselectedbytheprogramcommitteefromthe 37paperssubmittedtotheconference. Eachpaperwascarefullyreviewedby threereferees. ILP2000washeldatImperialCollege,London,24-27July2000andwasin- grated with the First International Conference on Computational Logic (CL2000). With ILP's strong roots in computational logic, this was a na- ralmarriage. CL2000wasa?ve ...
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Thisvolumecontainsoneinvitedand?fteensubmittedpaperspresentedatthe Tenth International Conference on Inductive Logic Programming (ILP2000). The?fteenacceptedpaperswereselectedbytheprogramcommitteefromthe 37paperssubmittedtotheconference. Eachpaperwascarefullyreviewedby threereferees. ILP2000washeldatImperialCollege,London,24-27July2000andwasin- grated with the First International Conference on Computational Logic (CL2000). With ILP's strong roots in computational logic, this was a na- ralmarriage. CL2000wasa?ve-dayextravaganza,incorporatingboththeSixth InternationalConferenceonRulesandObjectsinDatabases(DOOD2000)and theTenthInternationalWorkshoponLogic-basedProgramSynthesisandTra- formation(LOPSTR2000)andfeaturingeightinvitedspeakers,twelvetutorials, andsevena?liatedworkshops. RegistrantsforCL2000andILP2000couldmove freelybetweenthetwoevents,themaindistinctionbetweentheeventsbeings- arateconferenceproceedings. WewishtothankalltheauthorswhosubmittedtheirpaperstoILP2000; theprogramcommitteemembers,andotherreviewerswhodidathoroughjobin spiteofdemandingdeadlines;andourinvitedspeaker,DavidPage. Thanksalso toAlfredHofmann,andeveryoneelseatSpringerfortheirsmoothhandlingof theseproceedings. WewouldalsoliketothanktheorganisersofCL2000,whose cooperation brought the two events together: John Lloyd (Program Chair), Marek Sergot (Conference Chair), Frank Kriwaczek and Francesca Toni (- calOrganisers),FemkevanRaamsdonk(PublicityChair)andSandroEtalle (Workshop Chair). Finally, we are grateful to our sponsors for their ?nancial support. May2000 JamesCussens&AlanFrisch ProgramChairs ILP2000 ILP2000 Program Committee HenrikBostrom(UniversityofStockholm,Sweden) IvanBratko(UniversityofLjubljana,Slovenia) JamesCussens(UniversityofYork,UK) Shan-HweiNienhuys-Cheng(UniversityofRotterdam,Netherlands) WilliamCohen(WhizbangsLabs,USA) LucDeRaedt(UniversityofFreiburg,Germany) Sa?soD?zeroski(Jo?zefStefanInstitute,Ljubljana) PeterFlach(UniversityofBristol,UK) AlanFrisch(UniversityofYork,UK) KoichiFurukawa(UniversityofKeio,Japan) RoniKhardon(UniversityofEdinburgh,UK) Jorg-UweKietz(SwissLife,Switzerland) NadaLavra?c(Jo?zefStefanInstitute,Slovenia) JohnLloyd(AustralianNationalUniversity,Australia) StanMatwin(UniversityofOttawa,Canada) RaymondMooney(UniversityofTexas,USA) StephenMuggleton(UniversityofYork,UK) DavidPage(UniversityofWisconsin,USA) BernhardPfahringer(UniversityofWaikato,NewZealand) C'elineRouveirol(Universit'edeParis-Sud,France) ClaudeSammut(UniversityofNewSouthWales,Australia) ' Mich'eleSebag(EcolePolytechnique,France) AshwinSrinivasan(UniversityofOxford,UK) PrasadTadepalli(OregonStateUniversity,USA) StefanWrobel(UniversityofMagdeburg,Germany) AkihiroYamamoto(UniversityofHokkaido,Japan) Additional Referees ' ErickAlphonse(Universit'edeParis-Sud,France) LiviuBadea(NationalInstituteforResearchandDevelopmentinInformatics, Romania) DamjanDemsar(Jo? zefStefanInstitute,Slovenia) ElisabethGoncalves(Universit'edeParis-Sud,France) MarkoGrobelnik(Jo?zefStefanInstitute,Slovenia) ClaireKennedy(UniversityofBristol,UK) DanielKudenko(UniversityofYork,UK) JohanneMorin(UniversityofOttawa,Canada) TomonobuOzaki(KeioUniversity,Japan) EdwardRoss(UniversityofBristol,UK) LjupcoTodorovski(Jo?zefStefanInstitute,Slovenia) V'eroniqueVentos(Universit'edeParis-Sud,France) VIII ProgramCommitteeandReferees Sponsors of ILP2000 ILPNet2,TheEuropeanNetworkofExcellenceinInductiveLogicProgramming MLNet,TheEuropeanNetworkofExcellenceinMachineLearning CompulogNet,TheEuropeanNetworkofExcellenceinComputationalLogic Table of Contents IInvitedPaper ILP:JustDoIt...3 DavidPage II Contributed Papers ANewAlgorithmforLearningRangeRestrictedHornExpressions...21 MartaArias,RoniKhardon ARe?nementOperatorforDescriptionLogics...40 LiviuBadea,Shan-HweiNienhuys-Cheng ExecutingQueryPacksinILP ...60 HendrikBlockeel,LucDehaspe,BartDemoen,GerdaJanssens, JanRamon,HenkVandecasteele ALogicalDatabaseMiningQueryLanguage ...78 LucDeRaedt Induction of Recursive Theories in the Normal ILP Setting: Issues and Sol
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