忙しい Scala 開発者の超時間節約術 / Big Timesavers for Busy Scala Developers

Transcript

1. $IBUXPSL$P -UE
   #JH5JNFTBWFSTGPS
   #VTZ4DBMB%FWFMPQFST
   ๩͍͠4DBMB։ൃऀͷ௒࣌ؒઅ໿ज़
   5"546/0:BTVIJSP
   4DBMB.BUTVSJ
   

   View Slide

2. όάमਖ਼΍৽ػೳͷͨΊɺ4DBMB΍ϥΠϒϥϦΛߋ৽͍ͨ͠Ͱ͔͢ʁ
   ඼࣭Λ্͛ΔͨΊʹϦϑΝΫλϦϯά͍ͨ͠Ͱ͔͢ʁ
   ͦ͏͢Δͷʹे෼ͳ࣌ؒΛ࢖ͬͯ·͔͢ʁ
   %PZPVXBOUUPVQEBUF4DBMBBOEMJCSBSJFT UPSFTPMWF
   BOOPZJOHCVHBOEUPMFWFSBHFOFXGFBUVSFT
   %PZPVXBOUUPSFGBDUPSDPEFT UPJNQSPWFDPEF
   RVBMJUZ
   %PZPVTQFOEFOPVHIUJNFUPEPTP
   ✅
   ❌
   ✅
   

   View Slide

3. 5"546/0:BTVIJSP
   4DBMBFYQFSJFODF
   1SPEVDUNBOBHFSBU,VSVTVHBXB$PNQVUFS
   %FWFMPQJOHB4BB4XJUI4DBMBPWFSZFBST
   QSFTFOU4DBMBEFWFMPQFSBU$IBUXPSL3FFOHJOFFSJOH
   MFHBDZ1)1NPOPMJUIJOUP4DBMBNJDSPTFSWJDFT
   XIPBNJ
   
   લ৬͸དྷ੘઒ిࢉͱ͍͏ձࣾͰ4BB4Λ೥ؒɺ4DBMBͰ։ൃ͍ͯ͠·ͨ͠ɻ
   ݄͔Β$IBUXPSLͱ͍͏ձࣾͰ1)1͔Β4DBMB΁ͷ࠶։ൃʹؔΘ͍ͬͯ·͢ɻ
   FYPFHP FYPFHP
   5IJTUBML
   

   View Slide

4. /FX1SPEVDU%FWFMPQJOH4PGUXBSFBTB4FSWJDFGSPN[FSP PWFSZFBST
   /FX$PNFST.PTUEFWFMPQFST JODMVEJOHNZTFMG XFSFOFXUP4DBMB
   /FX5FDI4UBDL6OJWFSTBM4DBMBKTGPS8FC6*BOE"84-BNCEB/PEFKT
   3FUSPTQFDUJWFPONZTU4DBMBKPCFYQFSJFODF
   
   *UXBTWFSZGVO SFXBSEJOH
   BOEDIBMMFOHJOH
   ৽੡඼্ཱͪ͛ɺ4DBMB৽نϢʔβʔɺ৽͍ٕ͠ज़ελοΫͱ͍͏૊Έ߹ΘͤͰͨ͠ɻ
   ͱͯ΋ָ͘͠ɺ΍Γ͕͍͕͋Γ·͕ͨ͠ɺͳ͔ͳ͔େมͰͨ͠
   

   View Slide

5. 4PNFUFDIOJDBMDIBMMFOHFTUFOEUPCFOFHMFDUFE
   5JNFMZDBUDIVQXJUIUFDIOPMPHZDIBOHFT
   4IBSJOHLOPXMFEHF2VBMJUZJNQSPWFNFOU
   )PXUPUBDLMFXJUIUIPTFDIBMMFOHFT
   8IBU*XPVMEMJLFUPTIBSFUPEBZ
   
   ຊ೔͸ɺ͜ͷΑ͏ͳ์ஔ͞Ε͕ͪͳٕज़తͳ՝୊ʹ͍ͭͯɺ
   Ͳ͏ཱͪ޲͔͖͔ͬͯͨΛ͓࿩͍ͨ͠ͱࢥ͍·͢ɻ
   

   View Slide

6. 1
   5JNFMZDBUDIVQXJUI
   UFDIOPMPHZDIBOHFT
   ՝୊ٕज़มԽ΁ͷλΠϜϦʔͳ௥ਵ
   

   View Slide

7. w 4DBMBTUBOEBSEMJCSBSJFTBOEDPNQJMFS
   w -JCSBSJFT"LLB 1MBZ'SBNFXPSL 4QBSL "844%, FUD
   w %FWFMPQNFOUUPPMTTCUBOEJUTQMVHJOT TDBMBGNU FUD
   5FDIOPMPHJFT*UBMLIFSF
   
   ͜͜Ͱ͓࿩͍ٕͨ͠͠ज़͸ɺ4DBMBɺ֎෦ϥΠϒϥϦɺTCUͳͲͷ։ൃπʔϧͰ͢ɻ
   ͍ΘΏΔґଘؔ܎Ͱ͢ɻ
   %FQFOEFODJFT
   

   View Slide

8. w %FQFOEFODJFTQSPWJEFVTFGVMDPEFTTP
   XFEPOPUOFFEUPEFWFMPQFWFSZUIJOH
   GSPNTDSBUDI
   w "TEFWFMPQNFOUDPOUJOVFT ZPVSUFBN
   DBOFYUSBDUSFVTBCMFDPEFTJOUPBMJCSBSZ
   GPSDPNQBOZXJEFPSQVCMJDVTF
   %FQFOEFODJFTBSFFTTFOUJBMGPSEFWFMPQNFOU
   
   "QQ9
   -JC -JC
   -JC
   -JC
   -JC
   -JC
   -JC
   -JC
   -JC
   ґଘؔ܎Λ࢖͏͜ͱͰɺ͢΂ͯΛεΫϥον͔Β։ൃ͢Δඞཁ͕͋Γ·ͤΜɻ
   ࠶ར༻Ͱ͖ΔίʔυΛϥΠϒϥϦʹͯࣾ͠಺΍֎෦ʹެ։͢Δ͜ͱ΋͋Γ·͢ΑͶ
   "QQ:
   

   View Slide

9. ,FFQVTJOHTBNFWFSTJPO
   GPSZFBSTUPBWPJETVDI
   F⒎PSU
   6QEBUFEFQFOEFODJFTPSOPU
   
   Έͳ͞Μ͸ґଘؔ܎ͷߋ৽ΛͲ͏ͯ͠·͔͢ʁɹ৽όʔδϣϯͷԸܙΛಘΔͨΊʹखؒΛ
   ͔͚ͯߋ৽͢Δ͔ɺͦΕͱ΋ɺखؒΛආ͚ͯಉ͡όʔδϣϯΛԿ೥΋࢖͍·͔͢
   6QEBUFXJUIF⒎PSUUPHBJO
   CFOFpUTPGOFXWFSTJPO
   

   View Slide

10. 7VMOFSBCJMJUZpYPOEFQTUPIBOEMFEBUBGSPNPVUTJEF FH
    w 8FC"QQ'SBNFXPSL 1MBZ "LLB)551 4DBMBUSB
    
    w 4FSJBMJ[FS +40/ FUD
    
    #VHpYSFTPMWFBOOPZJOHCMPDLFS
    /FXGFBUVSFT&H"844%, .PCJMF4%, "LLB5ZQFE FUD
    1FSGPSNBODFCPPTUCFUUFS69MPXFSPQFSBUJPODPTU
    &BTFPGVTFJODSFBTFQSPEVDUJWJUZ
    .PUJWBUJPOUPVQEBUFEFQFOEFODJFT
    
    ґଘؔ܎ΛΞοϓσʔτ͍ͨ͠ཧ༝͸৭ʑ͋Γ·͢ɻ
    

    View Slide

11. *EPOPUSFQFBUCJUUFSNFNPSJFTPG/05VQEBUJOH
    EFQFOEFODJFTGPSZFBSTPOQBTUKPC
    4P *XBOUUPNBLFJUDPNNPOQSBDUJDFJOUIFUFBNUP
    VQEBUFEFQFOEFODJFTUJNFMZ BTUFDIOJDBMQSPEVDU
    NBOBHFS
    .ZQFSTPOBMUIPVHIUTPOVQEBUJOHEFQFOEFODJFT
    
    ݸਓతͳࢥ͍Ͱ͸ɺԿ೥΋ߋ৽͠ͳ͍͜ͱͷ͍ۤهԱΛ܁Γฦͨ͘͠ͳ͔ͬͨͷͰɺɹ
    ϓϩμΫτϚωʔδϟʔͱͯ͠ɺλΠϜϦʔͳߋ৽Λ౰ͨΓલʹͯ͠ΈΑ͏ͱ͠·ͨ͠
    

    View Slide

12. 3FBMJUZ
    6QEBUJOHJTUJNFDPOTVNJOH
    Ͱ͕͢ɺ࣮ࡍʹλΠϜϦʔʹߋ৽ͯ͠ΈΑ͏ͱ͢Δͱɺ
    ͳ͔ͳ͔͕͔͔࣌ؒΔ΋ͷͰͨ͠
    

    View Slide

13. w 5IFSFBSFNBOZXBZTUPHFUOPUJpFEPOOFXSFMFBTFT
    w 344GFFETVCTDSJQUJPO
    w 8BUDIJOHPO(JU)VCSFQPT
    w "UBOZDBTF XBUDIJOHJTFSSPSQSPOF
    w 'PSHPUUPXBUDIOFXMZBEEFEEFQFOEFODZ
    w .JTTFEOPUJpDBUJPO PSJHOPSFEOPUJpDBUJPO
    8BUDIJOHEP[FOTPGEFQFOEFODJFTJTOPUFGGFDUJWF
    
    ৽όʔδϣϯͷ௨஌Λड͚औΔํ๏͸৭ʑ͋Γ·͢ɻ
    Ͱ͕͢ɺ΢Υον͠๨ΕͨΓɺ௨஌Λݟաͨ͝͠Γແࢹ͢Δ͜ͱ΋ͨͼͨͼ͋Γ·͢
    

    View Slide

14. w *EFBMMZ SFMFBTFOPUFTIFMQTVOEFSTUBOEJOHDIBOHFT
    w )PXFWFS JOSFBMJUZ
    w 3FMFBTFOPUFTBSFPGUFOQMBDFEJOEJ⒎FSFOUpMFPSXFCTJUFTQFS
    SFQPTJUPSJFT TPUJNFDPOTVNJOHUPSFBDI
    w &WFOXPSTF PGUFOVONBJOUBJOFEPSNJTTJOHTPJUJTSFRVJSFE
    UPEFDJQIFSDPEFEJ⒎TCFUXFFOWFSTJPOT
    6OEFSTUBOEJOHVQEBUFTJTPGUFOIBSE
    
    ϦϦʔεʹؾ͍ͮͨΒɺ࣍͸ϦϦʔεϊʔτΛ୳ͯ͠มߋΛཧղ͢Δඞཁ͕͋Γ·͢ɻ
    Ͱ͕͢৔ॴ͕όϥόϥɺߋ৽͞Εͯͳ͍ɺͦ΋ͦ΋ଘࡏ͠ͳ͍͜ͱ΋ଟ͍Ͱ͢
    

    View Slide

15. "GUFSZPVEFDJEFUPBEPQUOFXWFSTJPO
    :PVOFFEUPDIBOHFWFSTJPOTUSJOHT
    0GUFOZPVBMTPOFFEUPpYDPEFTCSPLFOCZEFQSFDBUJPOPS
    CSFBLJOHDIBOHFT
    1FSGPSNUFTUTBOEBEETPNFOFXUFTUTUPFOTVSFCFIBWJPST
    3FQFBUUIFTFTUFQTGPSFWFSZSFQPTJUPSJFTXIFSFZPVBSF
    NBJOUBJOFS
    "DUVBMVQEBUJOHJTQBJOGVMMZUJNFDPOTVNJOH
    
    ࠾༻ΛܾΊͨΒόʔδϣϯ൪߸Λม͑ɺͨ·ʹίʔυ΋मਖ਼͠ɺ͞Βʹςετ͠·͢ɻ
    ͜ͷҰ࿈ͷεςοϓΛɺࣗ෼͕ϝϯςφͰ͋ΔϨϙδτϦ͢΂ͯʹ܁ฦ͠·͢ɻ
    

    View Slide

16. 4UJMMXBOOB
    VQEBUFNBOVBMMZ
    ·ͩख࡞ۀͰߋ৽͍ͨ͠Ͱ͔͢ʁ
    &H
    *NBHJOFVQEBUJOHTCUPOSFQPTJUPSJFT
    

    View Slide

17. -JLFBUJSFMFTTUFBNNBUFXIPVQEBUFTEFQFOEFODZ
    w 'FBUVSFT
    w "VUPXBUDIJOHSFMFBTFTPGEFQFOEFODJFT
    w "VUPQVMMSFRVFTUGPSWFSTJPOVQ
    w "VUPHBUIFSJOHSFMFBTFOPUFTEJ⒎T
    w &YBNQMF
    w %FQFOEBCPU BDRVJSFECZ(JU)VCPO
    
    "VUPNBUFEEFQFOEFODZNBOBHFNFOU
    
    ͜͏ͨ͠໘౗ͳ࡞ۀΛࣗಈԽ͢Δ࢓૊Έ͕ར༻Ͱ͖·͢ɻ
    ґଘؔ܎ઐ໳ͷർΕ஌ΒͣͷνʔϜϝΠτ͕૿͑ΔΑ͏ͳ΋ͷͰ͢ɻ
    

    View Slide

18. .BKPSUPPMTGPSBVUPNBUFEEFQFOEFODZNBOBHFNFOU
    
    EFQFOEBCPU 3FOPWBUF 4OZL
    +BWB4DSJQU ✔ ✔ 4FDVSJUZVQEBUFPOMZ
    3VCZ ✔ ✔ 4FDVSJUZVQEBUFPOMZ
    1ZUIPO ✔ ✔ 4FDVSJUZVQEBUFPOMZ
    1)1 ✔ ✔ 4FDVSJUZVQEBUFPOMZ
    +BWBNBWBO Ќ ✔ 4FDVSJUZVQEBUFPOMZ
    +BWBHSBEMF Ќ ✔ 4FDVSJUZVQEBUFPOMZ
    4DBMBTCU 4FDVSJUZVQEBUFPOMZ
    /&5 Ќ ✔ 4FDVSJUZVQEBUFPOMZ
    (P Ћ ✔ 4FDVSJUZVQEBUFPOMZ
    4XJGU ✔ 4FDVSJUZVQEBUFPOMZ
    0CKFDUJWF$ ✔ 4FDVSJUZVQEBUFPOMZ
    3VTU ✔
    &MJYJS ✔
    %PDLFSpMF ✔ ✔
    (JUTVCNPEVMF ✔
    ࣗಈߋ৽πʔϧ͸ɺओཁͳϓϩάϥϛϯάݴޠ΍։ൃπʔϧʹରԠ͍ͯ͠·͢ɻ
    BTPG CBTFEPOEPDT
    

    View Slide

19. #FTUCPUGPS4DBMBEFQFOEFODJFTVQEBUF
    w 7$4TVQQPSU(JU)VC (JU-BCBOE#JU#VDLFU
    w #VJMEUPPMTVQQPSUTCU NBWFOBOENJMM
    w "VUPDPMMFDUJOHSFMFBTFOPUFTBOEEJ⒎T
    w "VUPpYEFQSFDBUJPOJGQSPWJEFE
    4DBMB4UFXBSE
    
    4DBMBͰ΋ɺ೥ޙ൒ʹొ৔ͨ͠4DBMB4UFXBSE͕ར༻Ͱ͖·͢ɻ
    4DBMBϢʔβʔʹͱͬͯࠓ΋ͬͱ΋༏Εͨࣗಈߋ৽Ϙοτͩͱࢥ͍·͢ɻ
    #PSOMBUF
    IUUQTHJUIVCDPNTDBMB
    TUFXBSEPSHTDBMBTUFXBSE
    

    View Slide

20. 4V⒏DJFOUJOGPSNBUJPOUPSFWJFXOFXWFSTJPO
    "OFYBNQMFPG1VMM3FRVFTUTCZ4DBMB4UFXBSE
    
    ͜Ε͸4DBMB4UFXBSE͕࡞ͬͯ͘ΕΔ1VMM3FRVFTUͷݟຊͰ͢ɻ
    ৽όʔδϣϯΛϨϏϡʔ͢Δͷʹඞཁͳ৘ใ͕ἧͬͯΔͷͰͱͯ΋ॿ͔Γ·͢
    -JOLUPSFQP
    -JOLUPSFMFBTFOPUFTJOSFQP
    7FSTJPOEJ⒎
    "VUPSFCBTF
    XIFODPOqJDU
    5ZQFTPGVQEBUF
    GPSBVUPNBUJPOXJUIPUIFSCPU
    
    
    'FBUVSF*DPOUSJCVUFE
    
    
    
    (VJEBODFGPSDPOpHVSBUJPO
    

    View Slide

21. 8IBU4DBMB4UFXBSEDBOVQEBUF
    
    /PSNBMMJCSBSZ TCU
    TDBMBGNU
    ґଘؔ܎ͷ໊લͱҰॹʹॻ͔Εͨόʔδϣϯ͸΋ͪΖΜɺTCU΍TDBMBGNUͷઃఆϑΝΠ
    ϧ΋ΞοϓσʔτͰ͖·͢ɻTCU΍TDBMBGNU͸޿͘࢖ΘΕͯΔͷͰɺͱͯ΋ศརͰ͢
    TCUQMVHJOT
    

    View Slide

22. w 4DBMB4UFXBSEDBONJHSBUFZPVSDPEFCBTFTGPSOFXWFSTJPO JG
    MJCSBSZBVUIPSTQSPWJEFTDBMBpYSVMF FYQMBJOFEMBUFS
    
    w "VUPNJHSBUJPOIBWFIFMQFE4DBMBDPNNVOJUZUPNPWFPOUPOFX
    WFSTJPOPGTFWFSBMQPQVMBS044T
    &GGPSUMFTTDPEFNJHSBUJPOGPSOFXWFSTJPO
    
    4UFXBSE͸ɺόʔδϣϯΞοϓͰඞཁͳίʔυͷमਖ਼΋ͯ͘͠Ε·͢ɻ
    ਓؾ044Ͱ࣮੷͕͋Γ·͢ɻTDBMBpYʹΑΔࣗಈॻ׵͸ޙͰઆ໌͠·͢ɻ
    BLLBIUUQ
    DBUTDPSF
    4DBMBUFTU
    

    View Slide

23. 5SVTUFECZ4DBMB044
    BLLB
    DJSDF
    IUUQT
    QMBZGSBNFXPSL
    TBOHSJBHSBQIRM
    UZQFMFWFM
    [JP
    NPOJY
    BOENPSF
    8IPBSFVTJOH4DBMB4UFXBSE
    
    4DBMB4UFXBSE͸ɺҎ্ͷ044Ͱ࠾༻͞Ε͍ͯ·͢ɻ
    4DBMB΍TCU΋ɺ͍͔ͭ͘ͷϨϙδτϦͰ࢖͍ͬͯ·͢ɻ
    &WFO4DBMBBOETCUVTFT
    

    View Slide

24. +VTUXSJUFZPVSSFQPOBNFTPONBSLEPXOpMF
    w IUUQTHJUIVCDPNTDBMBTUFXBSEPSHSFQPTCMPCNBTUFSSFQPTHJUIVCNE
    w IUUQTHJUIVCDPNTDBMBTUFXBSEPSHSFQPTCMPCNBTUFSSFQPTHJUMBCNE
    )PXUPSVO4DBMB4UFXBSEGPSQVCMJDSFQPT
    
    (JU)VC΍(JU-BCͰύϒϦοΫͳϨϙδτϦͰ͋Ε͹ɺ
    ϨϙδτϦ໊Λ.BSLEPXOϑΝΠϧʹॻ͚ͩ͘Ͱ࢖͑·͢ɻ
    

    View Slide

25. w 1SJWBUF(JU)VC()&SFQPT
    w 6TJOHTDBMBTUFBSEHJUIVCBDUJPOIUUQTHJUIVCDPNNBSLFUQMBDFBDUJPOTTDBMB
    TUFXBSEHJUIVCBDUJPO
    w 6TJOHLTDMVTUFSIUUQTFOHJOFFSJOHBWBTUJPSVOOJOHTDBMBTUFXBSEPOQSFNJTF
    w 6TJOH"84'BSHBUFIUUQTNFEJVNDPN!UBOJTIJLJOHSVOOJOHTDBMBTUFXBSEQFSJPEJDBMMZ
    POBXTGBSHBUFEEGG
    w 6TJOH$JSDMF$*IUUQTDSFBUPSTOPUFDIBUXPSLDPNFOUSZ
    w 1SJWBUF(JU-BC#JU#VDLFUSFQPT
    w IUUQTHJUIVCDPNTDBMBTUFXBSEPSHTDBMBTUFXBSECMPCNBTUFSEPDTSVOOJOHNESVOOJOHPO
    EPDLFSGPSCJUCVDLFU
    )PXUPSVO4DBMB4UFXBSEGPSQSJWBUFSFQPT
    
    %PDLFSͰϙʔλϒϧʹ࣮ߦͰ͖ΔͷͰɺηϧϑϗεςΟϯά͢Δ͜ͱͰɺϓϥΠϕʔτ
    ϨϙδτϦʹ΋࢖͑·͢ɻৄ͘͠͸ίϛϡχςΟͷ࣮ફهࣄ͕ࢀߟʹͳΓ·͢ɻ
    

    View Slide

26. ,FFQWFSTJPOBOEJEJOTJOHMFMJOF
    5*14)PXUPXSJUFWFSTJPOTUSJOHT
    
    ґଘؔ܎ͷ*%ͱɺόʔδϣϯ൪߸͸ɺඞͣߦʹॻ͖·͢ɻ
    όʔδϣϯ൪߸Λڞ௨Խ͢Δͱ͖͸ɺ*%ͷ෦෼จࣈྻͱόʔδϣϯ൪߸Λߦʹ͠·͢ɻ
    *ETVCTUSJOH
    WFSTJPOTUSJOH
    BSUJGBDU*E
    WFSTJPOTUSJOHT
    HSPVQ*E
    $PNNPOQBUUFSOWFSTJPOWBSJBCMFGPSMJCSBSZGBNJMZ
    

    View Slide

27. .BHJDIBQQFOT
    5*14)PXUPXSJUFWFSTJPOTUSJOHT DPOU
    
    
    ʮ*%ͷ෦෼จࣈྻͱόʔδϣϯΛߦʹॻ͘ʯͱ͍͏ݪଇʹकΒΕ͍ͯΕ͹ɺ
    ͨ·ʹඞཁͱͳΔɺෳࡶͳόʔδϣϯࢦఆͰ͋ͬͯ΋ߋ৽Ͱ͖·͢ɻ͢͹Β͍͠Ͱ͢Ͷ
    *%TVCTUSJOH WFSTJPOTUSJOHT
    

    View Slide

28. *G4DBMB4UFXBSESVOPONBOZSFQPTBOEDSFBUFEIVOESFETPG13T
    4DBMB4UFXBSENBZPDDVQZZPVS$*BOECPUIFSEFWFMPQFST
    5PBWPJETVDITJUVBUJPO DPOpHVSFGSFRVFODZBOEPSMJNJUJOEFGBVMU
    DPOpHPSSFQPTQFDJpDDPOpH:063@3&10TDBMBTUFXBSEDPOG
    5*14)PXUPBWPJEUSBGGJDKBNPO$*
    
    େྔͷϨϙδτϦʹେྔͷϓϧϦΫ͕࡞ΒΕΔͱɺ$*͕େौ଺ͯ͠։ൃʹࢧোΛ͖ͨ͢
    ͜ͱ΋͋Γ͑·͢ɻͦΜͳঢ়گΛආ͚ΔͨΊɺ࣮ߦස౓΍13ͷ਺Λ੍ݶͰ͖·͢ɻ
    

    View Slide

29. 5*14(SBOVMBSDPOUSPMTPGXIBUBSFVQEBUFEPSOPU
    
    "MMPXMJTU
    7FSTJPOQJOOJOH
    JOEFGBVMUDPOpH PSSFQPTQFDJpDDPOpH
    :063@3&10TDBMBTUFXBSEDPOG
    %FOZMJTU
    Կ͔ࣄ৘͕͋Ε͹ɺͲͷґଘؔ܎Λߋ৽͢Δ͔͠ͳ͍͔ɺ
    ͲͷൣғͰࢭΊ͓͔ͯ͘ͳͲࡉ͔͘ઃఆ΋Ͱ͖·͢ɻ
    

    View Slide

30. *GZPVBSFDPOpEFOUUIBU$*KPCTDBO
    BTTVSFRVBMJUZPOEFQFOEFODZVQEBUFT
    BVUPNFSHFJTIJHIMZSFDPNNFOEFE
    &H.FSHJGZIUUQTNFSHJGZJP
    *BNVTJOH4DBMB4UFXBSEXJUI.FSHJGZ
    GPSNZ044SFQPTBOE*MPWFUIFN
    5*14"VUPNFSHFUPSFEVDFNBOVBMCPSJOHSFWJFX
    
    $*Ͱे෼ͳಈ࡞֬ೝ͕Ͱ͖͍ͯΕ͹ɺґଘؔ܎ͷߋ৽͸΄ͱΜͲ҆શͰ͢ɻ
    .FSHJGZͳͲผͷϘοτΛ࢖͍ɺ4UFXBSEͷϓϧϦΫΛࣗಈϚʔδ͢ΔͷΛΦεεϝɻ
    &YBNQMFPG.FSHJGZDPOpH
    "VUPNFSHFTCUVQEBUFXIFOCVJMETVDDFFEFE
    

    View Slide

31. 0,GPSQSPKFDUTXIFSFTJOHMF4DBMBVTFE
    CVUCFDBSFGVMGPSDSPTTCVJMEQSPKFDU
    5*146QEBUF4DBMB FYQFSJNFOUBM
    
    
    (PPE13
    #BE13
    ·࣮ͩݧతͰ͕͢ɺ4DBMBࣗମΛΞοϓσʔτ͢Δ͜ͱ΋Ͱ͖·͢ɻΫϩεϏϧυͯ͠Δ
    ϥΠϒϥϦͳͲͰ͸ɺѱ͍13͕Ͱ͖Δ͜ͱ΋͋ΔͷͰ஫ҙͯ͠࢖͍·͠ΐ͏
    

    View Slide

32. 4PVTFSTDBOSFBDIUPZPVSSFMFBTFOPUFTWFSTJPOEJ⒎T
    w 4DBMB4UFXBSEHFOFSBUFTBMJOLUPSFMFBTFOPUFT
    WFSTJPOEJ⒎CBTFEPO4$.63-JO+"3pMF
    w %POUGPSHFUUPBEE4$.63- JGZPVBSFQVCMJTIJOH
    EFQFOEFODJFT.BOZBVUIPSTGPSHFUBDUVBMMZ
    5*14GPSMJCBVUIPST$POGJHVSFZPVS4$.63-
    
    ϥΠϒϥϦΛ഑෍͢Δલʹɺ(JU)VCͳͲ4$.΁ͷ63-Λ๨Εͣʹઃఆ͠·͠ΐ͏ɻ
    ϓϧϦΫ͔ΒɺϦϦʔεϊʔτ΍EJ⒎΁ϦϯΫ͞ΕΔΑ͏ʹͳΓ·͢
    TCU NBWFO
    

    View Slide

33. 4PVTFSTDBOVOEFSTUBOEPVUMJOFTPGDIBOHFT
    w (JU)VC3FMFBTFT
    w 'JMFTJOSFQPTJUPSZUIBUNBUDIFT
    w $)"/(&-0(c$IBOHF-PHcDIBOHFMPHc$)"/(&4
    a NEcNBSLEPXOcSTU
    
    w 3FMFBTF/PUFTc3&-&"4&4c3FMFBTFTcSFMFBTFT
    a NEcNBSLEPXOcSTU
    
    5*14GPSMJCBVUIPST1SPWJEF3FMFBTF/PUFT
    
    ϦϦʔεϊʔτ͸ɺ(JU)VCϦϦʔεʹهࡌ͢Δ͔ɺ
    ·ͨ͸͜ͷύλʔϯʹ߹க͢ΔϑΝΠϧʹهࡌ͠·͠ΐ͏ɻ
    4DBMB4UFXBSEBUUFNQUUPHBUIFSSFMFBTFOPUFT
    JOGPMMPXJOHMPDBUJPOT
    -JOLJTBMTPpOF
    

    View Slide

34. .BOZMJCTEPOPUQSPWJEFSFMFBTFOPUF
    7BSJPVTUPPMTTVQQPSUSFMFBTFOPUFT
    HFOFSBUJPOGSPNQVMMSFRVFTUTDPNNJUT
    5*14GPSMJCBVUIPST"VUPNBUFSFMFBTFOPUFT
    
    6TFMFTT
    7FSZEFUBJMFE
    ϦϦʔεϊʔτͷ࡞੒͸େมͳͷͰɺΑ͘๨ΕΒΕ͕ͪͰ͢ɻ
    ͞·͟·ͳπʔϧ͕ϓϧϦΫΤετλΠτϧ͔Βࣗಈੜ੒ͯ͘͠Ε·͢ɻ
    IUUQTHJUIVCDPNNBSLFUQMBDFBDUJPOTSFMFBTFESBGUFS
    

    View Slide

35. 3FUSPTQFDUJWFPONBLJOH
    IFBWZVTFPG4DBMB4UFXBSE
    4DBMB4UFXBSEΛӡ༻͠ଓ͚ͯΈͯͲ͏͔ͩͬͨ
    

    View Slide

36. #PSJOHSFQFUJUJWFQBSUPGVQEBUJOHJTBMNPTUHPOF
    5JNFMZVQEBUFTHPUFBTJFSUIBOFYQFDUFE
    w :PVDBONBOVBMMZNJHSBUFDPEFTXJUIIFMQPGEFQSFDBUJPO
    XBSOJOHTXIJDIUFMMIPXUPNJHSBUF XBSOJOHTXJMMCFSFNPWFE
    BGUFSTFWFSBMWFSTJPOT
    
    w :PVDBOSFWJFXDPEFDIBOHFTRVJDLMZ TJODFTNBMMFSEJ⒎T
    w :PVDBOJEFOUJGZFBTJMZXIJDIOFXWFSTJPODBVTFESFHSFTTJPO TJODF
    NZUFBNSFMFBTFEQSPEVDUGSFRVFOUMZ3PMMCBDLJTBMTPFBTJFS
    8IBUXFOUXFMM
    
    ߋ৽ʹؔͯ͠ɺୀ۶ͳ܁Γฦ͠࡞ۀ͸ͳ͘ͳΓ·ͨ͠ɻ
    ·ͨɺظ଴͍ͯͨ͠Ҏ্ʹλΠϜϦʔͳߋ৽͕͠΍͘͢ͳΓ·ͨ͠ɻ
    

    View Slide

37. "MNPTU[FSPJTTVFTDBVTFECZUJNFMZVQEBUFT
    w 5IBOLTUPBVUPNBUFEWFSJpDBUJPOTPOEBJMZCBTJT $*$%
    BUCPUI
    EFQFOEFODZTJEFBOENZTJEF BTVTFS
    
    w 4JODF4DBMB4UFXBSETQSFBEOFXWFSTJPOUPFDPTZTUFN JTTVFTDBO
    CFEFUFDUFEFBSMJFSBOEpYFEFBSMJFSUIBOFWFS
    w 'PSNZDBTF BGFXSFHSFTTJPOTXFSFDBVTFECZVOUFTUFENJOPS
    GFBUVSFEVFUPEFGBVMUCFIBWJPSDIBOHF
    w $BVHIUXIJMFNBOVBMUFTUJOHBOESFTPMWFECFGPSFQSPEVDUJPO
    8IBUXFOUXFMM DPOU
    
    
    λΠϜϦʔͳߋ৽ʹΑΔϦάϨγϣϯ͸΄ͱΜͲ͋Γ·ͤΜͰͨ͠ɻ
    σϑΥϧτڍಈͷมߋͳͲؾ͖ͮʹ͍͘ͱ͜ΖΛςετͰΧόʔ͢Δͱྑ͍ͱࢥ͍·ͨ͠
    

    View Slide

38. 0UIFSJTTVF
    6QEBUJOHJTCMPDLFECZVQTUSFBN
    ࣍ʹग़͖ͯͨ՝୊͸ɺΞοϓσʔτ্͕ྲྀʹϒϩοΫ͞Εͯ͠·͏͜ͱͰ͢
    

    View Slide

39. 'SBHNFOUBUJPOJO4DBMBFDPTZTUFN
    
    
    
    TCU
    4DBMBKT
    4DBMB
    TCU
    4DBMBKT
    4DBMB 4DBMB
    
    
    
    w6OGPSUVOBUFMZ FBDINBKPSWFSTJPOTPG
    4DBMB4DBMBKTTCUBSFJODPNQBUJCMF
    w*&
    5PVTF4DBMB ZPVNVTUXBJUVOUJM
    BMMZPVSEFQFOEFODJFTTVQQPSU4DBMB
    w4DBMB4UFXBSEDBOOPUpYUIJTTJUVBUJPO
    Ξοϓσʔτ͠Α͏ʹ΋ɺ4DBMBΤίγεςϜͷ෼அͰࢭ·Δ͜ͱ͕ଟʑ͋Γ·ͨ͠ɻ
    ࢖ͬͯΔґଘؔ܎͕͢΂ͯ৽όʔδϣϯΛαϙʔτ͢ΔͷΛ଴ͭඞཁ͕͋Γ·ͨ͠
    "QQ9
    -JC -JC
    -JC
    -JC
    -JC
    -JC
    -JC
    -JC
    -JC
    "QQ:
    
    
    
    

    View Slide

40. w -JCSBSZEFWFMPQFSTBSFCVTZPSMPTUNPUJWBUJPOPOUIFQSPKFDU
    w &WFOPOMBSHFSVTFSDPNNVOJUZ FH+BWB4DSJQU
    DPOUSJCVUPSTBSF
    WFSZMPX4DBMBDPNNVOJUZJTTNBMMFSBOEMFTTDPOUSJCVUPST
    w 4P USZTVCNJUUJOHBQBUDICZZPVSTFMG
    w "TLNBOBHFSTBOEJOWFTUZPVSUJNFUPSFTPMWFJTTVFTFBSMJFS
    w :PVDBOMFBSOBMPUUISPVHIDSFBUJOHQBUDIFT
    w &ODPVSBHFUFBNNBUFTUPTVCNJUQBUDIFT
    5BLFJOJUJBUJWFBDUJPOUPDIBOHFUIFTJUVBUJPO
    
    ͦΜͳঢ়گΛม͑Δʹ͸ɺ·ͣࣗ෼͕ͨͪಈ͜͏ͱ͍͏ͷΛ࣮ײ͠·ͨ͠ɻ
    ࣗ෼ͰύονΛૹΔͱษڧʹͳΓ·͢͠ɺͦΕͰૣ͘՝୊͕ղܾͨ͠Β͍͍Ͱ͢ΑͶ
    

    View Slide

41. #FBOE,FOKJ:PTIJEBTBO
    Έͳ͞Μ΋ୈ̎ͷϤγμ͞ΜΛ໨ࢦͯ͠ɺ
    Ұॹʹ4DBMBΤίγεςϜΛՃ଎͍͖ͯ͠·͠ΐ͏ʂ
    0OFPGTVQFSBDUJWFDPOUSJCVUPST
    CFIJOE4DBMBFDPTZTUFN
    !YVXFJ@L
    

    View Slide

42. 2
    4IBSJOHLOPXMFEHF
    2VBMJUZJNQSPWFNFOU
    ՝୊஌ݟڞ༗ͱ඼࣭޲্
    

    View Slide

43. 4USPOHUZQFTZTUFNT
    1BUUFSONBUDIJOH
    *NQMJDJUQBSBNFUFSTUPQBTTDPOUFYUT
    *NQMJDJUDMBTTFTUPFYUFOEMJCSBSJFT
    .BDSPTUPFYUFOEMBOHVBHF
    *OUFSPQFSBCJMJUZXJUI+BWB +4/BUJWF
    (SFBUMJCSBSJFT UPPMTFUTBOEEPDT
    .BKPS*%&FEJUPSTVQQPSU
    BOENPSF
    4DBMBIFMQFENZUFBNBMPU
    
    ೥ؒ࢖͖࣮ͬͯͨײͱͯ͠ɺ4DBMBͷ͓͔͛Ͱɺ
    ։ൃ͸େ͍ʹॿ͔ͬͨͱࢥ͍ͬͯ·͢
    5IPVHIUBGUFSZFBSTFYQFSJFODFXJUI4DBMB
    

    View Slide

44. &WFOJGXFVTFBEWBODFEGFBUVSFT
    *PCTFSWFENZUFBNFYQFOEJOH
    UJNFPOFOUSZMFWFMQSPHSBNNJOH
    Ͱ͕͢ɺʮߴ౓ͳʯػೳΛ࢖͍͜ͳ͍ͯͨ͠ͱͯ͠΋ɺࣗ෼ͨͪΛ؍࡯ͯ͠ΈΔͱ
    ʮॳาతͳʯϓϩάϥϛϯάʹ͚ͬ͜͏࣌ؒΛऔΒΕ͍ͯ·ͨ͠
    #VUJOSFBMJUZ
    

    View Slide

45. w &YBNQMF
    w 3FNPWFVOVTFEDPEFT
    w %FpOFSFUVSOUZQFFYQMJDJUMZPOQVCMJDNFNCFST
    w 1SFGFSTFRDPMMFDU
    PWFSTFRpMUFS
    NBQ
    
    w 1SFGFSMJTUTJ[F*TOPWFSMJTUTJ[FO
    w )PXUPVTFCBTJDMBOHVBHFGFBUVSFTMJCSBSJFTDPSSFDUMZGPS
    w 3FBEBCJMJUZ
    w *TTVFTCVHTQSFWFOUJPO
    w &⒎FDUJWFVTFPGNBDIJOFSFTPVSDFT
    &YBNQMFPG&OUSZMFWFMQSPHSBNNJOHLOPXMFEHF
    
    ʮॳาతͳʯ஌ࣝͱ͍͏ͷ͸͜͏͍͏΋ͷΛ૝ఆ͍ͯ͠·͢ɻ
    ʮجຊతͳʯݴޠػೳ΍ϥΠϒϥϦΛਖ਼͘͠࢖͓͏ͱ͍ͬͨ΋ͷͰ͢
    

    View Slide

46. w 8IFOPCTFSWFEOFXUFBNNBUFTNBEFNJTUBLFTXIJDIIBETFFOCFGPSF
    w 8IFOPCTFSWFEFYQFSJFODFEUFBNNBUFTSFQFBUFENJTUBLFT
    w 0S XIFOFYIBVTUFEBGUFSDBSFGVMSFWJFXUPQSFWFOUTVDINJTUBLFT
    8IFO*GFFMJUJTOPUFBTZUPGPMMPXFOUSZMFWFMSVMFT
    
    ৽ϝϯόʔͰ΋ܦݧऀͰ΋ಉؒ͡ҧ͍Λ܁Γฦ͢ͷΛݟͨΓɺͦ͏ͨؒ͠ҧ͍Λ๷͙ͨ
    Ίʹ৻ॏʹϨϏϡʔͯ͠ർΕͨͱ͖ʹɺϧʔϧͬͯकΔͷ͕೉͍͠ͱײ͡·͢
    4IBSF
    4IBSF
    'PSHFU /FWFSIFBSE
    

    View Slide

47. 3FBMMJGFFYBNQMFPGMJCSBSZNJTVTF
    
    'VODUJPOBOE5IFO
    $BOZPVpHVSFPVUXIBUJTXSPOHXJUIUIJT'VUVSF
    ͜Ε͸࣮ࡍʹܦݧͨ͠ϥΠϒϥϦͷޡ༻Ͱ͢ɻ
    ͜ͷ'VUVSFͷؒҧ͍Λݟ͚ͭΒΕΔͰ͠ΐ͏͔ʁ
    'VUVSFBOE5IFO
    

    View Slide

48. $BOZPVTBZ
    *OFWFSSFQFBUBOZTNBMMNJTUBLFTMJLFUIJT
    XJUIDPOGJEFOU
    ʮ͜Μͳখ͞ͳϛε͸ઈରʹ܁Γฦ͞ͳ͍Αʯͱࣗ৴Λ࣋ͬͯݴ͑·͔͢ʁ
    

    View Slide

49. w 8IBUJTMJOUFS 5PPMTUPEFUFDUDPEJOHJTTVFT CBTFEPOJOEVTUSZ
    LOPXMFEHFT BOEQSPWJEFHVJEBODFXIFSFIPXUPpY
    w "DUJWFMZNBJOUBJOFE-JOUFSTGPS4DBMB
    -JOUFSDPNFUPUIFSFTDVF
    
    -JOUFS͸ɺۀքͷ஌ݟʹैͬͯίʔυͷ໰୊Λݟ͚ͭɺͲ͜ΛͲ͏௚͔͢ಋ͍ͯ͘ΕΔ
    πʔϧͰ͢ɻࠓճ঺հ͍ͨ͠4DBMBͷMJOUFS͸ͭͰ͢ɻ
    w 4DBMBDPNQJMFSPQUJPOT
    w 4DBMBpY
    w 8BSU3FNPWFS
    w 4DBQFHPBU
    w 4DBMBTUZMFT GPSL
    
    5PEBZ
    

    View Slide

50. w 4DBMBDPNQJMFSDBOEFUFDUNBOZUZQFTPGDPEJOHJTTVFT
    w :PVOFFEUPFOBCMFUIFNCZQBTTJOHPQUJPOT TJODFNPTUPGUIFN
    BSFEJTBCMFECZEFGBVMU UPBWPJEQFSGJTTVFBOEGBMTFQPTJUJWF
    
    4DBMBDPNQJMFSPQUJPOTGPSMJOUJOH
    
    4DBMBίϯύΠϥ͸ଟ͘ͷܯࠂػೳΛ͍࣋ͬͯ·͢ɻσϑΥϧτͰແޮʹͳ͍ͬͯ·͢ɻ
    ϓϩδΣΫτʹ༗༻ͳܯࠂΛίϯύΠϥΦϓγϣϯͰ༗ޮʹ͍͖ͯ͠·͠ΐ͏ɻ
    9MJOUJOGFSBOZ 8VOVTFEJNQMJDJU
    'VMMMJTUIUUQTEPDTTDBMBMBOHPSHPWFSWJFXTDPNQJMFSPQUJPOTJOEFYIUNM8BSOJOH@4FUUJOHT
    
    

    View Slide

51. w #VTZEFWFMPQFSTUFOEUPJHOPSFXBSOJOHT
    w 5PBEESFTTBMMJTTVFTPO[FSPUPMFSBODFQPMJDZ
    -Xfatal-warningsJTSFDPNNFOEFEUIFPQUJPOUVSOT
    XBSOJOHTUPFSSPS TPBMMNVTUCFBEESFTTFE
    w *GJUGFFMTUPPUJHIUXIJMFDPEJOH FOBCMFJUPOMZPO$*
    5*14GPS4DBMBDPNQJMFSMJOUJOH
    
    ίϯύΠϥʔͷMJOUΛ༗ޮʹͯ͠΋ɺ๩͍͠ͱ์ஔ͞Ε͕ͪͰ͢ɻ
    ͢΂ͯͷ໰୊ΛҰ੾࢒ͣ͞ʹાஔ͢ΔͨΊɺGBUBMXBSOJOHTΛΦεεϝ͠·͢ɻ
    

    View Slide

52. w -JOUJOHPOMZPO4DBMBMBOHVBHFGFBUVSFT
    w /FFEPUIFSUPPMTUPMJOUMJCSBSZVTBHFPSEPNBJO
    TQFDJpDJTTVFT
    4DBMBDPNQJMFSMJNJUBUJPOJOUFSNTPGMJOUJOH
    
    4DBMBίϯύΠϥʔΦϓγϣϯͰMJOUͰ͖Δͷ͸4DBMBͷݴޠػೳʹݶΒΕ·͢ɻ
    ϥΠϒϥϦͷ࢖͍ํ΍ྖҬݻ༗ͷ໰୊ΛMJOU͢Δʹ͸ɺผͷMJOUFS͕ඞཁͰ͢ɻ
    

    View Slide

53. w $SFBUFECZ4DBMB$FOUFSBU&1'-PO
    IUUQTXXXTDBMBMBOHPSHCMPHTDBMBpYIUNM
    w 'FBUVSF
    w -JOUJOH XBSOJOHTPOMZ
    
    w "VUPpY BVUPNBUJDDPEFSFXSJUFT
    FHNJHSBUJOHDPEFCBTFUP
    OFX4DBMBNBKPSWFSTJPOT BOEVQDPNJOH
    
    IUUQTHJUIVCDPNTDBMBTDBMBSFXSJUFT
    w "OZPOFDBOJNQMFNFOUOFXMJOUJOHTBVUPpYSVMFT
    4DBMBGJY/FXHFOMJOUJOHBOESFGBDUPSJOHUPPMGPS4DBMB
    
    ͦ͜Ͱ঺հ͍ͨ͠ͷ͕࣍ੈ୅ͷMJOUFSɺ4DBMBpYͰ͢ɻ
    ࣗಈमਖ਼ʹ΋ରԠ͠ɺࣗ෼Ͱ΋ϧʔϧΛ௥ՃͰ͖Δͷ͕͍͢͝ͱ͜ΖͰ͢ɻ
    

    View Slide

54. &YBNQMFPGCVJMUJOSVMFT
    
    ૊ΈࠐΈͷϧʔϧʹ͸͜͏͍͏΋ͷ͕͋Γ·͢ɻ
    ݟམͱ͠΍͍͢໰୊ͷࣗಈमਖ਼ͩͬͨΓɺ4DBMBඇਪ঑ػೳͷमਖ਼ʹରԠ͍ͯ͠·͢
    3FNPWF6OVTFEUPSFNPWFVOVTFEJNQPSUTBOEUFSNTSFQPSUFECZ4DBMBDPNQJMFS
    1SPDFEVSF4ZOUBYUPpYPOFPGEFQSFDBUFE4DBMBMBOHVBHFGFBUVSFT
    

    View Slide

55. w BLLBIUUQ
    w DBUT
    w EFSFWP
    w GT
    w )UUQT
    w TCUHVBSESBJM
    w 4DBMB5FTU
    w 4DBMBDIFDL
    w TDBMB[
    w TDJP
    w [JP
    1PQVMBSMJCMBSJFTXIJDIQSPWJEF4DBMBGJYSVMFTGPSNJHSBUJPO
    
    ਓؾϥΠϒϥϦͰ͸৽όʔδϣϯ΁ͷमਖ਼Λ4DBMBpYϧʔϧͱͯ͠ఏڙ͢Δέʔε͕૿
    ͍͑ͯ·͢ɻ4DBMB4UFXBSEΛ࢖͑͹ࣗಈͰमਖ਼͕׬ྃ͠·͢ʂ
    *GZPVBSFBMJCSBSZBVUIPSBOEQMBOOJOHCJH"1*DIBOHFT
    DPOTJEFSQSPWJEJOH4DBMBpYSVMFBOESFHJTUFSJUJO4DBMB4UFXBSE
    CFGPSFOFXWFSTJPO4DBMB4UFXBSEIFMQVTNJHSBUJOH
    IUUQTHJUIVCDPNTDBMBTUFXBSEPSHTDBMBTUFXBSECMPCNBTUFSNPEVMFTDPSFTSDNBJO
    SFTPVSDFTTDBMBpYNJHSBUJPOTDPOG
    

    View Slide

56. )PXUPVTF4DBMBGJY
    
    "EETDBMBpYBTTCUQMVHJOJOQSPKFDUQMVHJOTTCU
    $SFBUFBDPOpHVSBUJPOpMFJOTDBMBpYDPOG 3VO
    ࢖͍ํ͸ɺϓϥάΠϯͱͯ͠௥Ճ͠ɺͲͷΑ͏ͳϧʔϧΛద༻͢Δ͔Λઃఆ͠·͢ɻ
    TDBMBpYͱ͍͏ίϚϯυͰ࣮ߦ͠·͢ɻ$*ͰνΣοΫ΋Ͱ͖·͢ɻ
    &OTVSFPO$*
    

    View Slide

57. )PXUPVTFFYUFSOBM4DBMBGJYSVMFT
    
    0SBEE.:@36-&UPSVMFTJOTDBMBpYDPOG
    "6TFEEBJMZJNQPSUBTQFSNBOFOUEFQFOEFODZ
    #6TFEPOFUJNFPOMZJNQPSUPOUIFqZ
    1VCMJTIFEBSUJGBDUT %JSFDUMZGSPN63-
    4DBMBpYͰ΋֎෦ͷMJOUϧʔϧΛར༻Ͱ͖·͢ɻৗ༻͢Δ΋ͷ͸TCUʹ࢒͠·͠ΐ͏ɻ
    ճ͔͠࢖Θͳ͍΋ͷ͸TCUίϚϯυͰҰ࣌తʹݺͿ͜ͱ΋Ͱ͖·͢ɻ
    :PVDBOVTFSVMFTGSPN(JU)VC
    XJUIPVUXBJUJOHQVCMJTI
    

    View Slide

58. &YBNQMFPGDVTUPN4DBMBGJYSVMFJNQMFNFOUBUJPO
    
    .FUIPETJ[F*TXBTBEEFEJO4DBMB
    *UJTNPSFSFBEBCMFMJLFTFRTJ[FOBOE
    F⒏DJFOUBTTFRTJ[F$PNQBSF O
    
    4DBMBpYϧʔϧͷ࣮૷͸ͬ͘͟Γݴ͏ͱ͜Ε͚ͩͰ࢝ΊΒΕ·͢ɻ
    ৄ͘͠͸։ൃऀΨΠυΛνΣοΫ͍ͯͩ͘͠͞ɻ
    4DB⒎PMEBQSPKFDUGSPNHJUFSUFNQMBUF
    6QEBUFUFTUpMFTXIBUTIPVMECFpYFEBOEQSFTFSWFE
    3VOUFTUTBOEJNQMFNFOU
    $IFDLTUFQCZTUFQEFWFMPQFSTHVJEFGPSEFUBJM
    IUUQTTDBMBDFOUFSHJUIVCJPTDBMBpYEPDTEFWFMPQFSTTFUVQIUNM
    */165 065165
    3VMF1SFGFSMJTUTJ[F*TO
    PWFSMJTUTJ[FO
    

    View Slide

59. &YBNQMFPGDVTUPN4DBMBGJYSVMFJNQMFNFOUBUJPO DPOU
    
    
    ͜ͷॳΊͯͷϧʔϧ࣮૷͸ɺνϡʔτϦΞϧ΍"45Λௐ΂ͳ͕Β࣌ؒͰॻ͚·ͨ͠ɻ
    ͜ΜͳϧʔϧΛڞ༗͢Δ͜ͱͰɺେ͖ͳ࣌ؒΛઅ໿͠ɺ඼࣭Λ޲্Ͱ͖·͢
    5IJT NZTUTNBMMTDBMBpYSVMF
    XBTEPOFJO
    IPVST JODMVEJOHUJNFPGSFBEJOHUVUPSJBMBOE
    MFBSOJOH4DBMB"45 .BZCFCVHHZ
    
    *GXFJNQMFNFOUPVSLOPXIPXBTBVUPpYMJLF
    UIJTBOETIBSFXJUIDPNNVOJUZ XFDBOTBWF
    IVHFIPVSTBOEJODSFBTFDPEFRVBMJUZ
    IUUQTHJUIVCDPNFYPFHPTDBMBpYSVMFT
    

    View Slide

60. 6TJOHMJOUFSTJTIJHIMZSFDPNNFOEFE OPUPOMZGPS4DBMB
    CVUBMTPPUIFSUFDIOPMPHJFT-JOUFSTBMMPXVTUPVTFUJNF
    BOEFOFSHZUPPUIFSUIJOHT
    %POUFOBCMFBMMMJOUSVMFTJOEJTDSJNJOBUFMZ%JTDVTTXJUIJO
    ZPVSUFBNBOEBEPQUTPNFSVMFTZPVpOEVTFGVM
    %POUHJWFVQXIFOZPVJOUSPEVDFMJOUFSTUPQSPKFDUBOE
    TFFTVSQSJTJOHOVNCFSPGEFUFDUFEJTTVFT3FTPMWFFBDI
    JTTVFTTUFQCZTUFQ UPXBSEBCSJHIUGVUVSF
    3FUSPTQFDUJWFPO4DBMBGJYBOEHFOFSBMMJOUJOH
    
    

    View Slide

61. 1SPEVDUJWJUZFOHJOFFSJOHGPSFYQBOEJOHPSHBOJ[BUJPO
    
    $IBUXPSLͰ΋ɺ͞·͟·ͳഎܠͷ4DBMB։ൃऀ͕૿͑ଓ͚͍ͯ·͢ɻ
    4DBMBpY΍4UFXBSEͷΑ͏ͳੜ࢈ੑΤϯδχΞϦϯά͕ॏཁʹͳΔͱࢥͬͯ·͢
    1)1%FWFMPQFST 4DBMB%FWFMPQFST
    /FXHSBEVBUFT
    "MNPTUOFXUP4DBMB
    +BWB&YQFSJFODFS
    OFXUP4DBMB
    
    -POHUFSN
    KPCUSBOTJUJPO )JSJOH
    4DBMB
    &YQFSJFODFS
    w *ODSFBTJOHOVNCFSPG4DBMBEFWFMPQFSTGSPNBEJWFSTFSBOHFPGCBDLHSPVOE
    w %FWFMPQFSQSPEVDUJWJUZFOHJOFFSJOHMJLF4DBMBpY΍4DBMB4UFXBSEXJMMNBUUFS
    

    View Slide

62. ,FZ5BLFBXBZ
    ·ͱΊ
    

    View Slide

63. "VUPNBUJDEFQFOEFODZVQEBUFJTLFZGPSMPOHUFSN
    EFWFMPQNFOU4DBMB4UFXBSETBWFTZPVSUJNFBMPU
    4DBMBpYJTBOFXHFOFSBUJPOPG4DBMBMJOUFS TJODFJUDBO
    EFUFDUJTTVFTBOEBMTPSFXSJUFDPEFT-FUTDSFBUFBOE
    TIBSFVTFGVMBVUPpYSVMFTUPTBWFPVSUJNF
    ,FZ5BLFBXBZ
    
    ᶃґଘؔ܎ͷࣗಈߋ৽͸௕ظ։ൃͷΧΪɻ4DBMB4UFXBSEʹॿ͚ͯ΋Β͓͏
    ᶄ4DBMBpY͸໰୊ݕग़΋ίʔυमਖ਼΋Ͱ͖Δ࣍ੈ୅ͷ4DBMB-JOUFSɻࣗಈमਖ਼
    ϧʔϧΛڞ༗ͯ͠ɺΈΜͳͷ࣌ؒΛઅ໿͠Α͏
    

    View Slide

64. +PJOVT
    IUUQTDPSQDIBUXPSLDPNKBSFDSVJU
    

    View Slide