AI（人工知能）と電子出版 - 2018年2月15日

Creative Edge School Books
http://design-zero.tv/

日時：2018年2月15日(木)　15:00-17:30（14：30受付開始）
会場：麹町/紀尾井町：株式会社パピレス 4階セミナールーム
主催：日本電子出版協会(JEPA)
参加：148名
http://www.jepa.or.jp/sem/20180215/

Transcript

1. CREATIVE EDGE SCHOOL BOOKS ΫϦΤΠςΟϒΤοδεΫʔϧϒοΫε
2. AI ʢਓ޻஌ೳʣ ͱిࢠग़൛ CREATIVE EDGE SCHOOL BOOKS ΫϦΤΠςΟϒΤοδεΫʔϧϒοΫε Կ͕มΘΔʁʙిࢠग़൛ɾDTPɾWebɾσβΠϯͷ࢓ࣄ 2018.2.15 JEPA
3. CREATIVE EDGE SCHOOL BOOKS
4. ΠϯετϥΫγϣφϧσβΠφʔͱͯ͠ߨ࠲اըɺ*%Ϛωδϝϯτɺه ࣄࣥචɺߨԋͳͲΛத৺ʹ׆ಈɻ
   ೥݄ɺిࢠग़൛ઐ໳ͷύϒϦογϟʔͱͯ͠ిࢠॻ੶ͷϓϥϯ χϯάɺ৘ใઃܭɺσϦόϦσβΠϯ౳Λखֻ͚Δɻ
   ೥ɺσδλϧઐ໳ͷҰਓग़൛ࣾʮ$SFBUJWF
   &EHF
   4DIPPM
   #PPLTʢΫϦΤΠςΟϒΤοδεΫʔϧϒοΫεʣʯΛ্ཱͪ͛ɺओ ʹΫϦΤΠςΟϒܥͷΦϯϥΠϯֶशίϯςϯπΛاըɾ੍࡞ɾൢച ࢝͠ΊΔɻ
   ೥ΑΓɺ"*ʢਓ޻஌ೳʣຊ֨ಋೖͷͨΊͷτϥΠΞϧΛ։࢝͠ɺ "*γεςϜ΍ϩϘςΟΫεؔ࿈ͷ࣮ূ࣮ݧʹࢀՃɻχϡʔϥϧωοτ ϫʔΫΛ࢖ͬͨػց຋༁ͱը૾ஔ׵ॲཧʢࣸਅը૾ͷΠϥετදݱͳ ͲʣΛத৺ʹখن໛ͳςετΛ࣮ࢪ͍ͯ͠Δɻ
   "EPCF
   .VTFΛֶͿͨΊͷΤσϡέʔγϣϯαΠτʮ.VTFΞΧσϛʔ ʢIUUQEFTJHO[FSPUWNVTFʣʯΛӡ༻தɻ
5. CREATIVE EDGE SCHOOL BOOKS "*ΫϦΤΠςΟϒʹ
   ؔ͢Δ৘ใΛൃ৴
   ͍ͯ͠·͢ɻ
6. http://design-zero.tv σβΠϯʢϋΠϑϯʣθϩʢυοτʣςΟʔϒΠ
7. Design, Web, UX, AI Adobe Community Evangelist
8. Artificial Intelligence ਓ޻஌ೳ
9. ͭͷ෼໺ʹߜΓ·͢
10. Creative AI σβΠϯ΍ΞʔτͳͲ૑଄తͳ࢓ࣄͰ׆༻͞ΕΔ"* Marketing AI ϚʔέςΟϯάɾΦʔτϝʔγϣϯͷ෼໺Ͱ׆༻͞ΕΔ"*
11. Creative AI σβΠϯ΍ΞʔτͳͲ૑଄తͳ࢓ࣄͰ׆༻͞ΕΔ"*
12. IUUQXXXXJYDPNBCPVUBEJUSZJUOPX 8JY
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13. IUUQXXXXJYDPNBCPVUBEJUSZJUOPX 8JY
    "%* 8JY͸ɺੈքΧࠃͰԯਓҎ্ͷϢʔβʔ͕ར༻ͯ͠ ͍Δ8FCαΠτ੍࡞ͷΫϥ΢υαʔϏεɻ
    ೥݄ʹɺ"*Λಋೖͨ͠৽αʔϏεʮ8JY
    "%*ʯΛ ެ։ͨ͠ɻϢʔβʔ͸ɺ"*ͱର࿩͠ͳ͕Β8FCϖʔδ੍ ࡞ΛਐΊ͍ͯ͘͜ͱ͕Ͱ͖Δɻ Wix ADI: Design AI That Will Change Website Creation - WIX.com http://www.wix.com/blog/2016/06/wix-artificial-design-intelligence/ Wix Artificial Design Intelligence（ADI）を使用する - Wix Support http://bit.ly/2l7PYNs 8JY
    "%*ͷਓ޻஌ೳ͸
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    ԯਓͷϏοάσʔλͰ
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14. EFNPOTUSBUJPO 8JY"%* Demonstration σϞϯετϨʔγϣϯ ϏσΦͷϦϯΫ
    IUUQEFTJHO[FSPUWQIPUPTIPQJOEFYIUNMEFNP
15. Marketing AI ϚʔέςΟϯάɾΦʔτϝʔγϣϯͷ෼໺Ͱ׆༻͞ΕΔ"*
16. "*ϚʔέςΟϯάϓϥοτϑΥʔϜ Ξϧόʔτ ʢ"MCFSUʣ "EHPSJUINTʢΞυΰϦζϜʣ͕։ൃɻ
    ೥ɺ"MCFSU
    5FDIOPMPHJFT
    -UEʹ໊ࣾมߋ
17. Cosabella ϥϯδΣϦʔϒϥϯυͷ$PTBCFMMBʢίαϕϥʣ
    ೥݄ɺσδλϧΤʔδΣϯγʔͱͷܖ໿Λղফ
    ΞϧόʔτΛಋೖɻ
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    ͕ͩͬͨಋೖޙ͸ˋ
18. "EPCFͷϚʔέςΟϯάΦʔτϝʔγϣϯ
    ιϦϡʔγϣϯ
19. "EPCF
    &YQFSJFODF
    $MPVE
    ૯߹ΨΠυ
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20. ॳΊͯΞϓϦέʔγϣϯιϑτΛىಈͯ͠
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    ࢖͍ํΛղઆͨ͠ϝʔϧ͕ಧ͘ "EPCF
    $BNQBJHO ిࢠϝʔϧ΍ϝοηʔδΞϓϦͳͲͷଟ༷ͳνϟϯωϧΛ௨͡ɺ
    ސ٬ͷίϯςΫετʹԊͬͨΩϟϯϖʔϯΛల։͠·͢ɻ
21. EFNPOTUSBUJPO "EPCF$BNQBJHO Demonstration σϞϯετϨʔγϣϯ ϏσΦͷϦϯΫ
    IUUQEFTJHO[FSPUWQIPUPTIPQJOEFYIUNMEFNP
22. Creative AI σβΠϯ΍ΞʔτͳͲ૑଄తͳ࢓ࣄͰ׆༻͞ΕΔ"* Marketing AI ϚʔέςΟϯάɾΦʔτϝʔγϣϯͷ෼໺Ͱ׆༻͞ΕΔ"*
23. "*৘ใ
24. ຖ೔ൃ৴͞ΕΔ"*ؔ࿈ͷ৘ใΛ
    ৼΓ෼͚Δ
25. ՔಇதͷAI ·ͩݚڀதͷAI
    ۭ૝ͷAI
    ِ෺ͷAI ਓ޻஌ೳʹؔ͢Δ৘ใΛಡΈղͨ͘Ίͷ෼ྨ
26. ػցֶश
    ɹɾχϡʔϥϧωοτϫʔΫʢ//ɿ/FVSBM
    /FUXPSLʣ
    ɹɹɹɾσΟʔϓϥʔχϯάʢਂ͘ࢥߟ͢Δʮਂ૚ֶशʯʣ
    ɹɹɹɹσΟʔϓχϡʔϥϧωοτϫʔΫͰػցֶश͢Δ͜ͱΛ
    ɹɹɹɹσΟʔϓϥʔχϯάͱݴ͏
    ɹɹɹɹɹɾ$//ʢ৞ΈࠐΈχϡʔϥϧωοτϫʔΫʣ
    ɹɹɹɹɹɹίϯϘϦϡʔγϣφϧɾχϡʔϥϧωοτϫʔΫ
    ɹɹɹɹɹɹ$POWPMVUJPOBM
    /FVSBM
    /FUXPSLT
    ɹɹɹɹɹɹաֶशΛճආ͢Δ
    ɹɹɹɹɹɾ3//ʢ࠶ؼܕχϡʔϥϧωοτϫʔΫʣ
    ɹɹɹɹɹɹϦΧϨϯτχϡʔϥϧωοτϫʔΫ
    ɹɹɹɹɹɹ3FDVSSFOU
    /FVSBM
    /FUXPSL
    ɹɹɹɹɹɹಈతσʔλରԠͷσΟʔϓϥʔχϯά
    ɹɹɹɹɹɹಈతσʔλͱ͸ձ࿩ɺಈըɺԻ੠ɺ࣌ܥྻͷ
 ɹɹɹɹɹɹ౷ܭσʔλ΍ϩάσʔλ
    ɹɹɹɾͦͷଞ
    ɹɾͦͷଞ ՔಇதͷAI ·ͩݚڀதͷAI
    ۭ૝ͷAI
    ِ෺ͷAI
27. ਂ૚ֶश ػցֶश ਓ޻஌ೳ
28. ͷػցֶश
29. Microsoft partnership will automate sales, marketing with AI 4IBOUBOV
    /BSBZFOʢγϟϯλψɾφϥϠϯʣ
30. https://www.sec.gov/Archives/edgar/data/796343/000079634317000031/adbe10kfy16.htm Adobe Form 10-K ϑΥʔϜςϯɾέʔɿגओ਺ਓҎ্ͷاۀɼ૯ࢿ࢈ສυϧҎ্ͷاۀʹର͠ɼূ݊औҾҕһձ4&$΁ͷఏग़͕ ٛ຿෇͚ΒΕ͍ͯΔ೥࣍ใࠂॻ
31. Adobe Form 10-K https://www.sec.gov/Archives/edgar/data/796343/000079634317000031/adbe10kfy16.htm A core part of Creative Cloud is Adobe Sensei, a new framework and set of intelligent services for dramatically improving the design and delivery of digital experiences. $SFBUJWF
    $MPVEͷத֩෦෼ʹ͸"EPCF
    4FOTFJʢػցֶशʣ
33. ίϯςϯπ σʔλ "* πʔϧ 1IPUPTIPQ
34. 1IPUPTIPQ
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    σβΠϯ࡞ۀΛਐΊΔ
35. EFNPOTUSBUJPO 1IPUPTIPQ4FBSDI Demonstration σϞϯετϨʔγϣϯ ϏσΦͷϦϯΫ
    IUUQEFTJHO[FSPUWQIPUPTIPQJOEFYIUNMEFNP
36. ίϯγϡʔϚϨϕϧ ϓϩϑΣογϣφϧϨϕϧ "*ػೳʹΑͬͯૉਓͰ΋
    ϓϩฒΈͷॲཧ͕Ͱ͖Δ "*ʹ׬ᘳͳ࡞ۀΛ΍ΒͤΔͷͰ͸ͳ͘
    ͋͘·ͰΞγελϯτͷ໾ׂ
37. ίϯγϡʔϚϨϕϧ "*ػೳʹΑͬͯૉਓͰ΋
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38. 1IPUPTIPQ
    &MFNFOUT
     ඪ४ൢചՁ֨
     ԁ
39. 1IPUPTIPQ
    &MFNFOUT
    
40. 1IPUPTIPQ
    &MFNFOUT
    
41. 1IPUPTIPQ
    &MFNFOUT
    
42. 1IPUPTIPQ
    &MFNFOUT
    
43. 1IPUPTIPQ
    &MFNFOUT
     Open Closed Eyes Adjust Facial Features ΞδϟετɾϑΣΠγϟϧɾϑΟʔνϟʔζ ΦʔϓϯɾΫϩʔζυɾΞΠζ
44. ίϯγϡʔϚϨϕϧ ϓϩϑΣογϣφϧϨϕϧ "*ػೳʹΑͬͯૉਓͰ΋
    ϓϩฒΈͷॲཧ͕Ͱ͖Δ "*ʹ׬ᘳͳ࡞ۀΛ΍ΒͤΔͷͰ͸ͳ͘
    ͋͘·ͰΞγελϯτͷ໾ׂ
45. content velocity ͔͔࣌ؒͬͨ࡞ۀ͕෼ʹͳΔ
46. content velocity ͔͔࣌ؒͬͨ࡞ۀ͕෼ʹͳΔ ͳͥɺ εϐʔυΛ൐ͬͨίϯςϯπ੍࡞͕
    ॏཁͳͷ͔ʁ
47. "EPCF
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    ૯߹ΨΠυ
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48. "EPCF
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    $MPVE
    ૯߹ΨΠυ
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49. "EPCF
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50. "EPCF
    #FMHJVNʢϕϧΪʔʣΑΓ
51. Adobe Spark content velocity Λ۩ݱԽͨ͠πʔϧ
52. EFNPOTUSBUJPO "EPCF4QBSL1BHF Demonstration σϞϯετϨʔγϣϯ ϏσΦͷϦϯΫ
    IUUQEFTJHO[FSPUWQIPUPTIPQJOEFYIUNMEFNP
53. Content Aware Layout Suggestions $POUFOU
    "XBSF
    -BZPVU
    4VHHFTUJPOT https://spark.adobe.com/video/RtUq1ZV1iydbL ίϯςϯπೝࣝʹΑΔϨΠΞ΢τͷఏҊ Demonstration σϞϯετϨʔγϣϯ ϏσΦͷϦϯΫ
    IUUQEFTJHO[FSPUWQIPUPTIPQJOEFYIUNMEFNP
54. "*ಋೖ
55. "*͸࢖͍΋ͷʹͳΒͳ͍
56. ಋೖ࣌ͷ"*͸੺Μ๥ͱಉ͡ ʢ·ֶͩश͍ͯ͠ͳ͍ʣ
57. ಋೖ࣌ͷ"*͸੺Μ๥ͱಉ͡ ʢ·ֶͩश͍ͯ͠ͳ͍ʣ "*ͷ ʮڭҭʯ ʹඞཁͳ͕࣌ؒཧղ͞Ε͍ͯͳ͍
58. ֶशσʔλ͕ௐୡͰ͖ͣ
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59. ֶशαϯϓϧ Ξϊςʔγϣϯ͕෇༩͞Ε͍ͯΔେن໛ͳσʔληοτ
61. Content Intelligence 90 million images, graphics, videos, templates, 3D assets, and our Premium and Editorial collections ໿ԯ఺ͷΞηοτ
62. Content Intelligence ϑΝΠϒϋϯυϨουϐΫηϧζ ετΫγʔ ϩΠλʔ ϙϯυ ΞϚφΠϝʔδζ 64"τΡσΟ https://500px.com/ https://www.pond5.com/ https://www.stocksy.com/ http://pictures.reuters.com/ http://www.usatsimg.com/ http://amanaimages.com/
63. Content Intelligence ϑΝΠϒϋϯυϨουϐΫηϧζ ετΫγʔ ϩΠλʔ 64"τΡσΟ
64. ίϯςϯπ σʔλ "* πʔϧ 1IPUPTIPQ
65. ίϯςϯπ σʔλ "* πʔϧ 1IPUPTIPQ
66. "EPCF
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67. EFNPOTUSBUJPO "EPCF4UPDL Demonstration σϞϯετϨʔγϣϯ ϏσΦͷϦϯΫ
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68. "*ٕज़ͷݚڀ ɾ ։ൃ "EPCF
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69. 3D Graphics Analytics Artificial Intelligence Audio Computer Vision Deep Learning Developer Tools Digital Marketing Human Computer Interaction Imaging Intern Machine Learning Natural Language Processing Video Research Projects 'BDF4UZMF
    
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70. Sneak-Peeks Adobe MAX 2017
71. Puppetron Scribbler PhysicsPak Cloak ϑΟδοΫεύΫ εΫϦϒϥʔ ύϖτϩϯ ΫϩʔΫ 1BVM
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    'JTFSʢϠΫϒɾϑΝΠβʔʣ +JOHNBO
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72. Natural Interaction Adobe Photoshop Adobe Sensei Future
73. ೝࣝͱݕग़ ը૾ೝࣝɾԻ੠ೝࣝɾࣗવݴޠॲཧɾϏοάσʔλղੳ "*͸ԿΛ΍͍ͬͯΔͷ͔ʁ
74. Demonstration 1IPUPTIPQϑΝϛϦʔʹ౥ࡌ͞Ε͍ͯΔ"*ػೳ σϞϯετϨʔγϣϯ
75. Demonstration 1IPUPTIPQϑΝϛϦʔʹ౥ࡌ͞Ε͍ͯΔ"*ػೳ Content-Aware Fill ίϯςϯπʹԠͯ͡ృΓͭͿ͢ is powered by Adobe Sensei
76. Demonstration 1IPUPTIPQϑΝϛϦʔʹ౥ࡌ͞Ε͍ͯΔ"*ػೳ Content-Aware Crop ίϯςϯπʹԠͯ͡੾Γൈ͘ is powered by Adobe Sensei
77. Demonstration 1IPUPTIPQϑΝϛϦʔʹ౥ࡌ͞Ε͍ͯΔ"*ػೳ Content Aware Patch and Move ίϯςϯπʹԠͨ͡ύονɾҠಈ is powered by Adobe Sensei
78. Demonstration 1IPUPTIPQϑΝϛϦʔʹ౥ࡌ͞Ε͍ͯΔ"*ػೳ Select Subject ඃࣸମͷબ୒ is powered by Adobe Sensei
79. EFNPOTUSBUJPO TFMFDUTVCKFDU Demonstration σϞϯετϨʔγϣϯ ϏσΦͷϦϯΫ
    IUUQEFTJHO[FSPUWQIPUPTIPQJOEFYIUNMEFNP
80. EFNPOTUSBUJPO TFMFDUTVCKFDU Demonstration σϞϯετϨʔγϣϯ ϏσΦͷϦϯΫ
    IUUQEFTJHO[FSPUWQIPUPTIPQJOEFYIUNMEFNP
81. Demonstration 1IPUPTIPQϑΝϛϦʔʹ౥ࡌ͞Ε͍ͯΔ"*ػೳ Match fonts ϚονϑΥϯτ is powered by Adobe Sensei
82. EFNPOTUSBUJPO .BUDIGPOUT Demonstration σϞϯετϨʔγϣϯ ϏσΦͷϦϯΫ
    IUUQEFTJHO[FSPUWQIPUPTIPQJOEFYIUNMEFNP
83. Demonstration 1IPUPTIPQϑΝϛϦʔʹ౥ࡌ͞Ε͍ͯΔ"*ػೳ Face-Aware Liquify Ώ͕Έπʔϧͷإೝࣝ is powered by Adobe Sensei ϑΣΠεɾΞ΢ΣΞɾϦΫ΢ΟϑΝΠ
84. Demonstration 1IPUPTIPQϑΝϛϦʔʹ౥ࡌ͞Ε͍ͯΔ"*ػೳ Curvature Pen Tool ۂઢϖϯπʔϧ is powered by Adobe Sensei ΧʔόνϡΞɾϖϯπʔϧ
85. ిࢠग़൛ɾDTPɾWebɾσβΠϯͷ࢓ࣄ AIͰԿ͕มΘΔʁ
86. ਓؒ "* 74
87. ਓؒ "* 74 ʷ
88. ਓؒ "* 74 Λ࢖͍͜ͳ͢ ਓؒ "*ʹ࢓ࣄ͕ୣΘΕΔΘ͚Ͱ͸ͳ͍
89. ਓؒ "* 74 Λ࢖͍͜ͳ͢ ਓؒ ࢓ࣄͷߴ౓Խ͕ਐΉ ଞ෼໺ͷاۀ΍ݸਓʹ
    ࢓ࣄ͕ୣΘΕΔ "*ʹ࢓ࣄ͕ୣΘΕΔΘ͚Ͱ͸ͳ͍
90. ۩ମతʹԿΛ͢Ε͹Α͍ͷ͔ʁ
91. ࣾ಺ʹ ʮAI४උࣨʯ Λઃஔ͢Δ
    "*ʹؔ৺ͷ͋ΔࣾһΛूΊΔ STEP-1
92. ࣾ಺ʹ ʮAI४උࣨʯ Λઃஔ͢Δ
    "*ʹؔ৺ͷ͋ΔࣾһΛूΊΔ STEP-1 ඞͣʮখ͘͞ʯ࢝ΊΔ͜ͱ
93. ৘ใऩूΛ։࢝͢Δ
    ࣾ಺Ͱ৘ใڞ༗ΛਐΊΔ STEP-2
94. ৘ใऩूΛ։࢝͢Δ
    ࣾ಺Ͱ৘ใڞ༗ΛਐΊΔ STEP-2 ຖ݄ճఔ౓ͷϖʔεͰ৘ใަ׵ձΛ࣮ࢪ͢Δ͜ͱ
95. Ͱ͖Δ͜ͱ ɾ Ͱ͖ͳ͍͜ͱͷ
    ໌֬Խٴͼڠۀ ɾ ఏܞͷݕ౼ STEP-3
96. Ͱ͖Δ͜ͱ ɾ Ͱ͖ͳ͍͜ͱͷ
    ໌֬Խٴͼڠۀ ɾ ఏܞͷݕ౼ STEP-3 ࣾ಺Ͱ࣮ߦͰ͖Δ͜ͱͷݶքΛ໌֬ʹ͢Δ͜ͱ
97. ʮAI४උࣨʯ Λ৽نࣄۀ෦ʹ STEP-4
98. ʮAI४උࣨʯ Λ৽نࣄۀ෦ʹ STEP-4 "*ಋೖͷඞཁੑ͕ͳ͍৔߹͸४උࣨͷ··ͰΑ͍
99. "*ಋೖ΁ͷτϥΠΞϧ։࢝ STEP-5
100. "*ಋೖ΁ͷτϥΠΞϧ։࢝ STEP-5 ·ͣ͸ࣦഊ͕ڐ͞ΕΔࣾ಺ϓϩδΣΫτͰࢼ͢͜ͱ ʮૣࣦ͘ഊ͢Δʯ͜ͱ͕Ͱ͖Ε͹ʮૣֶ͘΂Δʯ
101. ࣾ಺ʹ ʮAI४උࣨʯ Λઃஔ͢Δ
     "*ʹؔ৺ͷ͋ΔࣾһΛूΊΔ STEP-1 ৘ใऩूΛ։࢝͢Δ
     ࣾ಺Ͱ৘ใڞ༗ΛਐΊΔ STEP-2 Ͱ͖Δ͜ͱ ɾ Ͱ͖ͳ͍͜ͱͷ
     ໌֬Խٴͼڠۀ ɾ ఏܞͷݕ౼ STEP-3 ʮAI४උࣨʯ Λ৽نࣄۀ෦ʹ STEP-4 "*ಋೖ΁ͷτϥΠΞϧ։࢝ STEP-5
102. ·ͣ͸৘ใऩूͱڞ༗͔Β ՔಇதͷAI ·ͩݚڀதͷAI
     ۭ૝ͷAI
     ِ෺ͷAI ਓ޻஌ೳʹؔ͢Δ৘ใΛಡΈղͨ͘Ίͷ෼ྨ
103. 1990 2010 2000 2020 ݱ
     ࡏ 1PTU4DSJQU  1980  .BDJOUPTI
     ** "MEVT
     1BHF.BLFS "EPCF "QQMF
     $PNQVUFS "EPCF
     *MMVTUSBUPS
      σδλϧσβΠϯֵ໋ Πϯλʔωοτֵ໋ "*ֵ໋
104. 1990 2010 2000 2020 ݱ
     ࡏ 1PTU4DSJQU  1980  .BDJOUPTI
     ** "MEVT
     1BHF.BLFS "EPCF "QQMF
     $PNQVUFS "EPCF
     *MMVTUSBUPS
      σδλϧσβΠϯֵ໋ Πϯλʔωοτֵ໋ "*ֵ໋ ྺ࢙͸܁Γฦ͞ΕΔ
105. ݱঢ়ҡ࣋͸ޙୀ ୠ͠ɺ ա৴͸ې෺
106. CREATIVE EDGE SCHOOL BOOKS
107. CREATIVE EDGE SCHOOL BOOKS ΫϦΤΠςΟϒΤοδεΫʔϧϒοΫε