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#FGPSF31"
ʙσδλϧԽ͞Εͳ͍σʔλୡʙ
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Evangelist
Katsumi Takahashi
גࣜձࣾKDDIΣϒίϛϡχέʔγϣϯζ
Twilio ࣄۀ෦
facebook: katsumi.takahashi
Twitter: _katsumi
github: mobilebiz
qiita: mobilebiz
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Copyright (C) KDDI Web Communications Inc. All Rights Reserved
%PZPVLOPX5XJMJP
Twilioについて
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© 2009 - 2014 Twilio, Inc. All rights reserved.
ABOUT US
ʮτΡΠϦΦʯͱൃԻ͠·͢ɻ
2008 αʔϏε։࢝
ຊࣾαϯϑϥϯγεί
ϩϯυϯɺχϡʔϤʔΫɺϚυ
Ϧʔυɺ߳ߓɺγϯΨϙʔϧɺ
ຊͳͲɺੈք24ϲॴʹڌ͕
͋Γ·͢ɻ
20166݄ʹIPOʢNYSEʣ
Twilioについて
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ABOUT US
Twilio's mission is to fuel the future of communications.
Twilioについて
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様々なコミュニケーション⼿段がAPIでつながる世界へ
Twilioについて
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Copyright (C) KDDI Web Communications Inc. All Rights Reserved
ར༻ʹࡍͯ͠ಛผͳܖཁΓ·ͤΜ
άϩʔόϧͰαʔϏεΛఏڙ͠·͢
جຊྉ͕ͳ͍શैྔ੍Ͱ͢
"1*ͰίϛϡχέʔγϣϯΛ੍ޚͰ͖·
͢
Twilioについて
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Copyright (C) KDDI Web Communications Inc. All Rights Reserved
·ͣ
#FGPSF31"
ͷ͓Ͱ͢
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Copyright (C) KDDI Web Communications Inc. All Rights Reserved
ετϨεཷ·Γ·ͤΜ͔ʁ
在宅ワーカーの
⽅々にご質問！
Before RPA
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ࡶஊෆ
Before RPA
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ʮۭؾײʯͱ
空気感（くうきかん）とは芸術表現に⽤いられる形容の⼀
つ。そのものが直接的に表現されていなくても、間接的な情
報のみで存在することが⽰唆されている様⼦を表す。
from Wikipedia
コミュニケーションの世界では、「ノンバーバル（⾮⾔
語）」などがニュアンスとして近いかも。
Before RPA
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Before RPA
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Copyright (C) KDDI Web Communications Inc. All Rights Reserved 13
ʮۭؾײʯΛσδλϧԽ͢Δ
Before RPA
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Programmable VIDEO
࠷େ໊·ͰͷϏ
σΦ௨ʹରԠ͠
͍ͯ·͢ɻը
Ͱ͖·͢ɻ
Before RPA
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&NPUJPOEFUFDUJPOFYBNQMF
https://www.auduno.com/clmtrackr/examples/clm_emotiondetection.html
Before RPA
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ʮײʯΛσδλϧԽ͢Δ
Before RPA
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ςΩετײੳAPIҰཡ
• Google Cloud natural Language
• Amazon Comprehend
• Azure Cognitive Service
• IBM Watson Tone Analyzer
• COTOHA
ࢀߟ: https://qiita.com/kazu20/items/b3e01e281fb668317084
Before RPA
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© 2009 - 2014 Twilio, Inc. All rights reserved.
TWILIO STUDIO
υϥοάΞϯυυϩοϓͰɺ
ίʔϧϑϩʔϝοηʔδϯά
ϑϩʔΛ࡞͢Δ͜ͱ͕Ͱ͖Δ
σβΠϯπʔϧɻ
455ͷػೳɺ֎෦"1*Λݺͼ
ग़͢͜ͱͰ͖ΔͷͰɺԻΛ
จࣈʹͯ͠ɺײੳͨ݁͠Ռ
ΛͱʹΦϖϨʔλʹৼΓ͚
ΔͳͲͷԠ༻͕Մೳɻ
Before RPA
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Copyright (C) KDDI Web Communications Inc. All Rights Reserved
5XJMJP4UVEJPΛ$050)"Λͬͨ
ײੳσϞ
Before RPA
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͔͜͜Β
"GUFS31"
ͷ͓Ͱ͢
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ࣄΛ͢Δ্Ͱେͳߦಈ
先輩から教えられた
After RPA
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ใࠂɾ࿈བྷɾ૬ஊ
After RPA
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ใࠂॻͷࣗಈ࡞31"Ͱ
After RPA
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ϝʔϧνϟοτΛݟͳ্͍࢘ʹిͰใࠂ
After RPA
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Programmable Voice
5XJ.-3FTU"1*Λͬ
ͯɺԻ௨Λ࣮ݱ͠·
͢ɻ
ςΩετΛԻʹม͠
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͢ɻ
֤छݴޠͷ4%,D63-
͑·͢ɻ
After RPA
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"1*ʁ৯ͨ͜ͱͳ͍Ͱ͢
Χʔϧʁ࠷ۙചͬͯͳ͍Ͱ͢
しかもカレー味は⽣産終了（泣）
After RPA
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TWILIO CLI
• CLI : Command Line Interface
• ࠷৽όʔδϣϯ2.0.0
• TwilioͷAPIΛίϚϯυϥΠϯ
͔Βૢ࡞͢ΔͨΊͷπʔϧ
• ηοτΞοϓํ๏ҎԼͷ
URLΛࢀর
https://www.twilio.com/docs/
twilio-cli/quickstart
After RPA
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Copyright (C) KDDI Web Communications Inc. All Rights Reserved
5XJMJP$-*Λͬͨ
ిՍిσϞ
After RPA
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© 2009 - 2014 Twilio, Inc. All rights reserved.
·ͱΊ
• RPAを実現するには、まずはデータのデジタル化が避けられない
• Twilioは、⾒えないものを⾒えるようにする（可視化）のに使える
• 電話やSMSを送信するのも、コマンド⼀つで実⾏できる
• 基本料がなく使った分だけ課⾦されるため無駄なコストがかかりません
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Gold Sales Partner
͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ