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I大学资讯科学所硕士论文以群聚技术应用于情境感知学习环境中学习历程分析之研究ASTUDYOFUSINGCLUSTERINGTECHNIQUEFORSTUDENTSLEARNINGPATHANALYZINGONACONTEXTAWARELEARNINGENVIRONMENT指导教授研究生II志谢A1A0A2A3A4A5A5A6A7A9A10A8A11A12A13A14A15A16A17A18A19A20A21A22A23A16A24A25A19A26A27A16A28A29A30A31A32A13A33A34A19A35A36A37A38A39A40A41A16A42A43A44A45A46A47A48A15A49A37A38A50A51A52A53A54A55A56A57A58A59A26A27A60A16A50A51A44A61A62A19A35A63A64A65A16A66A67A19A68A69A63A70A71A44A72A73A19A74A75A22A23A16A76A77A44A78A79A75A80A81A82A24A25A19A35A36A83A84A85A86A87A16A38A88A47A89A90A19A37A38A91A23A92A52A53A93A39A94A95A52A53A19A35A96A97A98A99A50A51A63A76A77A100A101A44A102A103A104A105A19A106A63A16A22A23A107A108A24A109A44A110A83A19A111A30A112A46A16A37A113A47A114A49A37A38A63A16A115A116A111A117A19A116A118A16A119A120A16A121A122A44A111A123A19A44A124A117A125A116A30A126A16A26A27A127A128A10A129A130A47A116A66A32A49A37A38A131A132A44A133A134A128A135A128A136A16A111A137A138A44A116A111A117A19A47A139A140A141A117A142A106A59A26A27A16A76A77A30A126A40A143A40A144A47A85A145A37A38A63A85A87A146A16A147A41A44A146A41A19A37A38A141A117A148A66A149A63A30A126A150A151A152A153A150A16A45A46A19A131A154A117A16A155A156A44A157A158A19A74A63A159A160A46A160A88A16A24A25A111A153A19A35A36A161A112A37A38A162A163A164A165A43A166A63A16A41A19A38A38A141A117A47III摘要A167A168A37A169A111A123A170A171A172A151A25A173A135A174A175A176A39A40A76A77A177A178A179A180A47A181A182A19A183A184A131A76A77A185A22A186A187A13A52A188A167A168A37A169A16A189A22A174A175A176A190A191A126A192A44A193A185A35A190A191A126A192A180A194A195A16A196A140A197A198A195A199A47A200A22A23A72A201A163A202A35A196A192A203A204A150A42A43A58A30A103A196A190A191A126A192A180A104A167A168A37A169A111A123A205A206A19A52A58A207A80A208A209A167A168A210A111A123A126A192A60A211A212A111A123A213A13A214A215A216A16A48A217A218A219A19A220A221A222A223A224A225A226A227A228A229A230A231A232A233A234A235A236A237A227A238A221A222A239A240A241A242A243A244A245A246A247A248A221A222A242A249A250A251A241A252A253A254A255A14A0A1A246A229A2A3A4A5A6A7A8A221A222A223A221A222A242A249A47A196A9A10A11A225A12A13A15A16A17A235A18A19A20A21A22A23A24A25A26A27A28A29A30A31A32A33A44A34A35A36A37A22A38A26A26A39A40A30A41A27A30A39A31A42A25A24A28A33A246A243A43A45A46A161A221A222A223A48A49A50A51A52A53A54A55A56A19A57A58A59A60A61A61A252A62A63A235A45A60A64A244A245A214A221A222A242A249A44A251A241A252A253A120A65A248A34A35A66A246A247A17A18A19A20A21A243A43A224A67A68A221A222A223A251A241A69A70A246A71A72A73A67A68A221A222A223A74A14A69A70A245A214A248A235A18A75A246A203A76A77A78A79A80A244A81A246A68A128A48A3A4A82A83A84A85A104A86A87A235A244A245A252A253A36A88A246A113A6A246A196A9A10A89A90A225A34A35A36A37A243A43A91A92A203A93A94A95A214A34A35A36A37A246A68A128A48A3A4A71A72A221A222A223A96A97A98A99A100A235A221A222A101A228A102A103A105A77A106A78A107A235A221A222A101A228A235A108A109A246A110A111A229A2A3A4A82A83A84A85A104A112A66A114A235A221A222A115A14A47A116A117A118A117A118A117A118A119A119A119A163A121A122A123A124A12A13A15A16A124A186A125A3A126A124A127A252A191A9ABSTRACTCONTEXTAWAREAPPLICATIONSAREWIDELYANDSUCCESSFULLYEMPLOYEDINMANYRESEARCHAREAS,SUCHASUSECONTEXTAWARENESSTOSUPPORTONLINESOCIALINTERACTIONANDKNOWLEDGESHARINGINCOMPUTERSUPPORTEDCOLLABORATIVELEARNINGENVIRONMENTSHOWEVER,THEREAREFEWDISCUSSIONSADDRESSONTHEEDUCATIONALCONTEXTAWAREAPPLICATIONSFORSTUDENTSLEISUREACTIVITIESANDWAYFINDINGROUTESTHUSWEDESIGNLEISUREEDUCATIONACTIVITIESTOENSURETHATSTUDENTSLEARNINGANDJOURNEYWAYFINDINGROUTESAREBOTHFREEDOMTOCHOOSETHISTHESISCONSTRUCTEDACONTEXTAWARELEARNINGSYSTEMFORLEISUREACTIVITIESONMOBILEDEVICESTEACHERSCOULDEDITTHECONTEXTUALLEARNINGACTIVITIESWHICHWILLBETRIGGEREDBYSTUDENTSAPPROACHINGTOTHESPECIFICSCENESMEANWHILE,THELEARNINGPORTFOLIOSANDJOURNEYROUTESCOULDBERECORDEDANDMONITOREDBYTEACHERSTOCONTROLSTUDENTSLEARNINGPERFORMANCESOMEDATAMININGANALYZETOOLS,WHICHINCLUDECLUSTERINGANDASSOCIATIONRULETECHNIQUES,AREUSEDINTHISTHESISTOANALYZETHERELATIONSHIPSBETWEENTHIRTEENSTUDENTSLEARNINGPERFORMANCEANDTHEJOURNEYFEATURESOFFIFTEENSCENESINTHERANGEOFBEIPUTRADITIONALSETTLEMENTTHERESULTSOFTHEEXPERIMENTSREFLECTTHATBETWEENALLOFTHESTUDENTSJOURNEYROUTESCLUSTERSCOULDBEUSEDTOCONSTRUCTTHEIMAGEOFTHECITY,ANDHELPTEACHERSTODESIGNMOREPLENTIFULLEISURELEARNINGACTIVITIESKEYWORDA129CONTEXTAWARENESS,DATAMINING,LEISUREEDUCATION,WAYFINDINGII目录A130A131A132A133111A134A135A136A137A138A139A140A139A140112A141A142A143A144A143A144213A145A146A141A142214A147A148A149A1503A151A152A153A154A141A142421A155A156A157A158A157A158422A159A160A162A164A162A164523A165A147A166A167724A168A169A170A171A170A1719241A172A173A174A175A1769242A177A178A179A180A179A18011A181A182A183A184A185A176A187A183A184A188A1891631A183A184A190A192A190A1921632A193A194A183A184A195A197A198A199A200A201A200A2011733A202A204A205A206A207A206A207A208A209A210A21119A212A213A215A216A217A2182141A215A219A217A22021411A221A222A223A225A226A227A228A226A227A23022412A231A232A233A234A235A230A235A23028413A236A234A237A2303142A231A232A231A232A233A238A239A240A241A242A235A244A245A246A247A24832A249A250A251A253A254A25540A52A250A254A2A3A31A53A54A05061A254A25062A31A53A54A050A32A33A56A152A34A57A58A35A35A7A60A4A5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