スマホ時代のBotアプリのつくり方

by Yusuke Wada

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εϚϗ࣌୅ͷ #PUΞϓϦͷͭ͘Γํ :"1$"TJB)BDIJPKJNJEJO4IJOBHBXB :VTVLF8BEBBLBZVTVLFCF

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ࣗݾ঺հ w ࿨ా༟հBLBZVTVLFCF w ϫσΟοτ୅දऔక໾ w ΦϞϩΩ$50 w ٕज़ސ໰Y w DPGPVOEFSPGCPLFUF w XBEBGNEBOEZGN w 1FSM.POHFS

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ͦ͏͍͑͹

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ԭೄཱྀߦߦ͖ͬͯ·ͨ͠

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ཱྀߦͱ͍͑͹

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τϥϕϧϒοΫ ג ͷٕज़ސ໰΍ͬͯ·͢

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ࡢ೔ͷϠύνʔͰ τϥϕϧϒοΫ͔ࣾΒ ໊͕ ֤ࣗॳ ൃදʂ ✕

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ΊͰ͍ͨʂ ˎࣸਅ͸άϧΫϯͰ͢

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Ϡύνʔʹײँ

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ͱ͜ΖͰ

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ΈΜͳେ޷͖ʂ ͩΑͶʁ

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ͦΜͳͭͷϓϥοτϑΥʔϜ ͔Β݄ʹΞφ΢ϯε͕

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εϚϗϝοηϯδϟʔ w -*/&'BDFCPPL.FTTFOHFS w εϚϗ࣌୅ͷϝοηʔδΞϓϦ w ରPSάϧʔϓ w ΋͸΍͜ͷͭ͸σϑΝΫτε λϯμʔυʹͳ͍ͬͯΔ w ͦ͜ʹ#PUͱ͍͏֓೦ͱ࣮૷͕ ೖͬͯ͘Δ

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ຊ೔ͷςʔϚ w -*/&'BDFCPPL.FTTFOHFS#PUͷͭ͘Γํ w ओʹ-*/&ʮ#05"1*5SJBM"DDPVOUʯΛར༻ w #0,&5&#05Λྫʹڍ͛·͢ w ҙ֎ͱۤ࿑͢Δ࣮૷ͷ͍͔ͭ͘ͷίτ w ίϚϯυࢦ޲ͱͦͷ࣮૷ w ཧ૝తͳΞʔΩςΫνϟͱ࣮ྫ

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ͦ΋ͦ΋  #PUͬͯͳΜͧ

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άάΔ

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ఆظతʹπΠʔτ͢Δ πΠολʔ ΞΧ΢ϯτ

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/0/0 ͦΕ͚ͩ͡Όͳ͍Α

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͔͋ͨ΋ਓؒͷΑ͏ʹ࡞ۀΛ ߦ͏ίϯϐϡʔλϓϩάϥϜ ͷ૯শ

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30#05

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ྫ͑͹

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ݕࡧΤϯδϯͷ#PU ͱ͔΋͋ΔΑͶ

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-*/&#05"1*ͷ৔߹

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ެࣜ"1*υΩϡϝϯτΑΓ࿨༁Ҿ༻ w #05"1*Λ࢖͏ͱݸਓͷϢʔβʔͱ௚઀΍ΓͱΓ͕ ग़དྷΔ w #05ΞΧ΢ϯτΛ༑ୡͱͯ͠௥Ճͯ͠΋Β͍ϝο ηʔδΛड͚औΔͱࣗಈతʹΧελϚΠζͨ͠Ϩε ϙϯεΛฦ͢ͳͲ͕ߟ͑ΒΕΔ w ͲΜͳλΠϛϯάͰ΋Ϣʔβʔʹରͯࣗ͠෼ͷ#05 αʔόʔ͔ΒϝοηʔδΛૹΕΔ

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ެࣜ"1*υΩϡϝϯτΑΓਤΛഈआ

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ͭͬͯ͘Έͨ

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ݱࡏ ༑ୡ਺

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ײ૝

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ͭͬͯ͘෼͔Δ#05"1*Ͱग़དྷΔ͜ͱ w جຊ͸#05ରϢʔβʔͷΠϯλϥΫγϣϯ w NJEݸผ#05ΞϓϦʹͱͬͯͷϢʔβʔࣝผࢠ w NJEΛอ࣋ͯ͠Ұ੪ૹ৴ͳͲग़དྷΔ͕ϑΟοτ͠ͳ͍ w ςΩετͳͲϝοηʔδΛड͚औͬͯԿ͔Λฦ͢ w Ϧονϝοηʔδ ޙड़ Λར༻ͯ͠ϘλϯΛ࣮ݱ

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#0,&5&#05ͷػೳ

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ςΩετΛૹΔ Ϙέݕࡧ

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ελϯϓΛૹΔ ࡢ೔ͷਓؾϘέ

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ʮ΋ͬͱΈΔʯΛλοϓ .03&ίϚϯυൃಈ ଓ͖ͷϘέ͕ݟΕΔ

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ࠨԼͷϘλϯΛλοϓ 5*.&-&"1ίϚϯυൃಈ աڈͷ೔ͷਓؾϘέ͕ݟΕΔ

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Χʔυͷ্൒෼Λλοϓ 8FC7JFXͰ։͘

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ӈԼͷϘλϯΛλοϓ (";0ίϚϯυൃಈ ͦͷϘέͷը૾Λऔಘग़དྷΔ

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ػೳ͓͞Β͍

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#0,&5&#05 w ςΩετૹΔϘέݕࡧ w ελϯϓૹΔࡢ೔ͷਓؾϘέ w .03&ίϚϯυ΋ͬͱΈΔ w 5*.&-&"1\::::..%%^աڈͷਓؾϘέ w (";0\CPLF@JE^Ϙέը૾Λऔಘ w Χʔυͷ্൒෼Λλοϓ8FC7JFXͰදࣔ

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ϨεϙϯεΦϒδΣΫτ

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Ϧονϝοηʔδ ςΩετ ϝοηʔδ

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ը૾ ϝοηʔδ

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Ϧονϝοηʔδ w શͯ͸ը૾ w ࠲ඪͰۣܗΛࢦఆͯ͠Ξ ΫγϣϯΛܾΊΕΔ w ࢦఆͨ͠63-Λ։͘ w ࢦఆͨ͠จࣈྻΛൃݴ͞ ͤΔίϚϯυ w -*/&/&84ͷΞΧ΢ϯ τͳͲ΋͜ΕΛར༻ͯ͠ ΔͬΆ͍

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λοϓͨ͠Β ࢦఆͨ͠จࣈྻΛൃݴͤ͞Δʁ

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ࡌͬͯͳ͍

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࣮͸

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IUUQTHJUIVCDPNMJOFMJOFCPU TELQFSMCMPCNBTUFSMJC-*/&#PU "1*#VJMEFS3JDI.FTTBHFQN- 4%,ͷιʔεʹͷΈࡌͬͯΔ

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ͬͯ͜ͱͰ࣮૷ͷ࿩

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جຊతͳΞʔΩςΫνϟ ࣗલ #05ΞϓϦ -*/& ϓϥοτϑΥʔϜ Ϣʔβʔ ϝοηʔδ DBMMCBDL 1045IUUQTFYBNQMFDPNDBMMCBDL NFTTBHF 1045IUUQTUSJBMCPUBQJMJOFNFWFWFOUT ϝοηʔδ SFTQPOTF

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ࣗલ#05ΞϓϦ w DBMMCBDLΛड͚औΓ w ϝοηʔδʹؚ·ΕΔNJEΛऔಘ w NJEΊ͕͚ͯϨεϙϯεΛฦ͢ w த਎͸+40/ άϩʔόϧυϝΠϯ)551αʔ ό 44- +40/ύʔα)551Ϋ ϥΠΞϯτ͕͋Ε͹جຊσΩΔʂ ˎॺ໊ͷݕূ͸আ͘

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ͨͩ͠ ಠࣗϑϨʔϜϫʔΫ͸඼࣭͕௿͍͜ͱ͕ଟ͍ ॺ໊ͷݕূ͍ͨ͠ -*/&͔ΒૹΒΕ͖ͯͯΔ͔ Ϧονϝοηʔδͱ͔ΊΜͲ͍͘͞

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-*/&#054%,

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-*/&#PU"1* w IUUQTNFUBDQBOPSHQPE-*/&#PU"1* w $1"/J[F΋͞Ε͍ͯΔ w Ϧονϝοηʔδͷ࡞੒ʹ΋΋ͪΖΜରԠ w ॺ໊ͷݕূ΋ҰߦͰॻ͚Δ w ςετ͕े෼ʹଗ͍ͬͯΔͷͰ඼࣭͕ߴ͍ w ྫͷυΩϡϝϯτʹࡌͬͯͳ͍"1*͕࣮૷ w FHσΟϨΫτϦʹϑϨʔϜϫʔΫ͕ܝࡌ

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VOMFTT SFRNFUIPEFR1045SFRQBUIFRDBMMCBDL \ SFUVSO< <> </PU'PVOE>> ^ NZJT@WBMJECPUWBMJEBUF@TJHOBUVSF SFRDPOUFOU SFRIFBEFS 9 -*/&$IBOOFM4JHOBUVSF VOMFTT JT@WBMJE \ SFUVSO< <> <GBJMFEUPWBMJEBUFTJHOBUVSF>> ^ NZSFDFJWFTCPUDSFBUF@SFDFJWFT@GSPN@KTPO SFRDPOUFOU GPSNZSFDFJWF !\SFDFJWFT^ \ OFYUVOMFTTSFDFJWFJT@NFTTBHFSFDFJWFJT@UFYU NZSFTCPUTFOE@UFYU UP@NJESFDFJWFGSPN@NJE UFYUSFDFJWFUFYU ^ SFUVSO< <> <0,>> 4:/014*4

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ࡢ೔ͷ-5ͯ͠Δ࣌ؒʹ

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-*/&#05"1*ͷಛ௃

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NJE͔͑ͭ͞ΜͰ͠·͑͹ݸผͷ Ϣʔβʔʹϝοηʔδ͕ૹΕΔ NZSFTCPUTFOE@UFYU UP@NJESFDFJWFGSPN@NJE UFYUSFDFJWFUFYU w Ϣʔβʔʹ͖ͭͦͷΞϓϦʹͱͬͯ͸ҰҙͷNJE w DBMMCBDLʹ൓Ԡ͢ΔλΠϛϯάͰͳͯ͘΋ྑ͍ w ඇಉظͰૹΕΔɺNJEΛ͓͚֮͑͹$-*͔ΒͰ΋ w ϝοηʔδΛૹΔࡍͷ࣮ػςετʹ࢖͑Δ

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ޮՌత͕ͩΫηͷ͋Δ Ϧονϝοηʔδ

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NZSFTCPUSJDI@NFTTBHF IFJHIU TFU@BDUJPO ."/(" UFYUNBOHB MJOL@VSJIUUQTTUPSFMJOFNFGBNJMZNBOHBFO BEE@MJTUFOFS BDUJPO."/(" Y Z XJEUI IFJHIU TFU@BDUJPO .64*$ UFYUNJTJD MJOL@VSJIUUQTTUPSFMJOFNFGBNJMZNVTJDFO BEE@MJTUFOFS TFOE@NFTTBHF UP@NJENJE JNBHF@VSMIUUQTFYBNQMFDPNSJDIJNBHFGPP BMU@UFYU5IJTJTBBMUUFYU

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Ϧονϝοηʔδը૾഑৴ w ͭͷαΠζͷը૾Λ༻ҙͯ͠σόΠεʹରԠ͢Δ w IUUQFYBNQMFDPNJNHTGBDF w ଟ͘ͷ৔߹ಈతʹը૾Λੜ੒͠ͳ͍ͱ͍͚ͳ͍

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ྫͷλοϓ͢Δͱ ൃݴͤ͞Δ΍ͭ λοϓ Ϣʔβʔ͕ উखʹൃݴ

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NZSFTTFMGCPUSJDI@NFTTBHF IFJHIUIFJHIU TFU@BDUJPO #0,& UFYUՄԙ MJOL@VSJIUUQCPLFUFKQCPLFCPLF\JE^ BEE@MJTUFOFS BDUJPO#0,& Y Z XJEUI IFJHIU IFJHIU TFU@BDUJPO 5*.&-&"1 UFYU5*.&-&"1ZNE UZQFTFOE.FTTBHF BEE@MJTUFOFS BDUJPO5*.&-&"1 Y Z XJEUI IFJHIU UZQFࢦఆͯ͠΍Δ

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#PU։ൃͷ࣮ࡍ

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Ϧονϝοηʔδͷ ը૾഑৴

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ཧ૝ͷΞʔΩςΫνϟ w ը૾Λੜ੒͢Δʹ͸ίετ͕͔͔Δ w DBMMCBDLޙʮ͙͢ʹϝοηʔδΛૹΔඞཁ͸ແ͍ʯ w KPCRVFVFʹ౤͛ͯը૾ੜ੒ޙϝοηʔδ͕ཧ૝ w 8FCαʔό͕٧·Δ͜ͱ͕ແ͍ 8FCαʔό -*/& +PCαʔό XPSLFS XPSLFS DBMMCBDL SFTQPOTF EJTQBUDI NFTTBHF ը૾ੜ੒

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ͱ͸͍͑

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࣮ࡍͷΞʔΩςΫνϟ w ొ࿥਺ ਓΛ௒͑ͯ΋ΞΫςΟϒ͸গͳ͍ w 8FCαʔόͷGPSLͨ͠ϓϩηε͕ը૾ੜ੒Λ݉ͶΔ w ͔ͭը૾͸े෼ʹΩϟογϡͯ͠0,ʂ w ؅ཧίετͷ௿͞Λॏࢹͨ͠ઃܭʹͨ͠ 8FCαʔό -*/& DBMMCBDL SFTQPOTF NFTTBHF ը૾ੜ੒ ը૾഑৴ Ωϟογϡ  αʔό

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ը૾ੜ੒഑৴ w ಺෦Ϙέͯ"1*͔ΒϘέ৘ใΛऔಘ w *NBHFSͰΨϦΨϦը૾࡞੒ w े෼ͳ࣌ؒͰNFNDBDIFEʹσʔλΛΩϟογϡ w ্هΛݩσʔλͱ͠ϦαΠζͯ͠഑৴ w $%/͸ܦ༝ͤͣ"84&-#͔Β௚઀഑৴ w DBMMCBDL͕དྷͨॠؒʹࣗΒͷը૾Λऔಘ w ΩϟογϡΛੜ੒͓ͯ͘͠

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ίϚϯυͷ࣮૷ w ςΩετϝοηʔδΛϋϯυϧ͢ΔࡍจࣈྻΛൺֱ w Ϛονͨ͠ΒͦΕͧΕσΟεύον w Ϛον͠ͳ͔ͬͨΒϘέݕࡧϞʔυ΁ JG BSHT\UFYU^FR3"/,*/( \ SFUVSOTFMGIBOEMF@TUJDLFS BSHT ^ JG BSHT\UFYU^_N?5*.&-&"1=T=E \ SFUVSOTFMGIBOEMF@UJNFMFBQ BSHT ^ JG BSHT\UFYU^_N?(";0=T=E \ SFUVSOTFMGIBOEMF@HB[P BSHT ^

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.03&ίϚϯυͷ࣮૷ w NJEΛϕʔεʹηογϣϯ*%Λੜ੒ w ηογϣϯ͔ΒݱࡏͷίϯςΩετΛऔಘ w ্هͩͱԿϖʔδ໨͔ʁͱݕࡧΫΤϦʔ w ηογϣϯ৘ใ͸NFNDBDIFEʹஞҰอଘ JG BSHT\UFYU^FR.03& \ NZQBSBNTTFTTJPOHFU QBSBNT ]]\^ QBHFQBSBNT\QBHF^ RVFSZQBSBNT\RVFSZ^ ^

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#PUͷӡ༻

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ϢʔβʔͷߦಈΛ τϥοΩϯά͍ͨ͠

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+4࣮ߦͱ͔ϜϦϙ

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.FBTVSFNFOU1SPUPDPM w )551ϦΫΤετΛૹͬͯΞΫηεͱݟͳ͢ w ͱΓ͋͑ͣϨεϙϯε͕੒ޭͨ͠৔߹ʹૹͬͯΔ w NJEΛΩʔʹϢχʔΫϢʔβʔΛΧ΢ϯτ w CPLFTFBSDIωίCPLFEBJMZ

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ݱ࣮

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ͳ͔ͳ͔ݫ͍͠

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ͦΖͦΖ·ͱΊ

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#PU։ൃͷݱ࣮·ͱΊ w -*/&#05"1*͸جຊతʹϢʔβର#05 w NJEͰϢʔβʔΛࣝผ͠Ԡ༻͠Α͏ w ϝοηʔδ͸ඇಉظͰฦͤ͹ྑ͍ w ΞΫςΟϒ͕ଟ͘ͳΕ͹ཧ૝తͳΞʔΩςΫνϟ΁ w ϦονϝοηʔδͱίϚϯυͰػೳΛ࣮ݱ w ϞόΠϧΞϓϦ͕͍Βͳ͘ͳΔੈք؍͸དྷΔͷ͔ w ίϯςϯπΛੜ੒͢Δ͜ͱ΋ग़དྷΕ͹໘ന͍͔΋