Pepalyticsで始める行動ログ活用/Practical use of activity log with Pepalytics

1FQBMZUJDTͰ͸͡ΊΔߦಈϩά׆༻ ࡒ௡େՆ(.01FQBCP *OD %JSFDUPS`T.5(

σʔλΞφϦετ ࡒ௡େՆ![BJNZ ٕज़෦

࠷ۙ΍͍ͬͯΔ͜ͱ wNJOOFͷσʔλͰػցֶशϞσϧͷߏங w࡞඼໊͔Β࡞඼ΧςΰϦΛ༧ଌ͢Δ w࡞඼ը૾͔ΒϐοΫΞοϓͰ͖ͦ͏͔༧ଌ͢Δ wϖύϘݚڀॴͷݚڀࣄ຿ɾݚڀ޿ใ w1FQBMZUJDTͷ։ൃ

໨࣍ w՝୊ͱղܾํ๏ w1FQBMZUJDTͰग़དྷΔ͜ͱ wઃܭ wར఺ͱ՝୊ w·ͱΊ

՝୊ͱղܾํ๏

՝୊ w,1*ͷఆٛ΍؅ཧํ๏ͷϊ΢ϋ΢͕ଐਓతʹͳΔ wࢿྉʹΑͬͯಉ͡,1*ͷ஋͕ҧ͏ w,1*ͷௐࠪʹ޻਺͕ൃੜ͢Δ wΫΤϦΛॻ͚͹෼͔Δ͕࡞੒ͱ࣮ߦʹֻ͕͔࣌ؒΔʢ࣌ʹ͸O࣌ؒʣ w,1*ͷશମײΛܧଓతʹ೺Ѳͮ͠Β͍ wݸʑͷ,1*ͷௐࠪ͸ߦΘΕ͍ͯΔ wશମʹ઎ΊΔ໾ׂ΍ॏཁੑ͸͍ͭͷؒʹ͔มΘ͍ͬͯΔ͔΋ʁ

ղܾํ๏ ߦಈϩάͱϚʔέςΟϯάσʔλΛ؆୯ʹӾཡͰ͖ΔΑ͏ʹ͢Δ w,1*ͷௐࠪΛࣗಈతʹߦ͏ wूܭϩδοΫͷ໌֬Խ wଐਓԽΛແͯ͘͠޻਺ΛݮΒ͢ w,(*ʹର͢ΔӨڹ͕େ͖͍,1*Λࣔ͢ wશମײΛ໌֬ʹ͢Δ ‎σΟϨΫλʔ͕,(*ʹରͯ͠د༩౓ͷߴ͍ࢪࡦʹઐ೦Ͱ͖Δ؀ڥΛ࡞Γ͍ͨ

ൃද࣌͸͜͜ͰσϞΛ΍Γ·ͨ͠

1FQBMZUJDTͰग़དྷΔ͜ͱ

1FQBMZUJDTͰग़དྷΔ͜ͱ w୯Ґظؒ΍σΟϝϯγϣϯ͝ͱʹ,1*ΛूܭՄೳ w,1*πϦʔάϥϑΫϩεूܭͰදࣔ w,(*ʹର͢Δ,1*ͷׂ߹ʢد༩౓ʣ͕෼͔Δ wΞϓϦͱϒϥ΢βͷར༻ΛԣஅతʹूܭͰ͖Δ wʲ։ൃதʳ,1*ͷಈ͖΍͢͞ʢײ౓ʣ͕෼͔Δ wʲ։ൃதʳݟ௨͕͠෼͔Δ

ϝδϟʔ wྲྀ௨ֹ ஫จֹ Ωϟϯηϧֹ w"3316 ࡞඼୯Ձ ࡞඼఺਺ ߪೖස౓ w%"6 ߪೖϢʔβʔͷ%"6
ະߪೖϢʔβʔͷ%"6 ηογϣϯ਺ wηογϣϯ਺ wϓογϡ௨஌഑৴਺ ϝʔϧ഑৴਺ w޿ࠂ༧ࢉ ফԽֹʜ

σΟϝϯγϣϯ ߪೖʹؔ͢Δ΋ͷ w഑ૹํ๏ ࢧ෷ํ๏ ࡞඼ΧςΰϦ ࡞඼਺ ࡞඼ͷՁ֨ଳ wྦྷܭߪೖ਺ ྦྷܭߪೖֹ ΫʔϙϯΛར༻͔ͨ͠
ϐοΫΞοϓܝࡌ࡞඼͔ ηογϣϯʹؔ͢Δ΋ͷ wΫϥΠΞϯτ ΞϓϦͷόʔδϣϯ ࢀরݩ Ϣʔβʔʹؔ͢Δ΋ͷ w೥ྸ ੑผ ౎ಓ෎ݝ ఱؾ ࡞Ո͔Ͳ͏͔

ઃܭ ᶃ #JHGPPUʹσʔλΛू໿ ूܭςʔϒϧΛ࡞੒ w ߦಈϩά w NJOOFͷσʔλϕʔεʹ͋Δଐੑ৘ใ w ֎෦αʔϏεʹ͋Δϓογϡ௨஌ͷ഑৴਺
޿ࠂͷσʔλ ᶄ (PPHMF#JH2VFSZʹूܭςʔϒϧΛ഑ஔ ᶅ 1FQBMZUJDTͷγεςϜʹఆٛͨ͠ΫΤϦͰσʔλΛऔಘՄࢹԽ ‎#JHGPPUͰॊೈʹσʔλΛूܭͯ͠#JH2VFSZ͔Βߴ଎ʹಡΈࠐΈ

ઃܭ ߦಈϩά ଐੑ৘ใ ूܭςʔϒϧ ޿ࠂͷσʔλ ఱؾ etc… ϓογϡ௨஌ͷσʔλ Pepalytics API
Front Services Bigfoot ᶃ ᶄ ᶅ

ߦಈϩάͷར఺ wαʔϏε্Ͱʮ͍ͭʯʮ୭͕ʯʮԿΛʯߦͬͨͷ͔ w݁ՌʹࢸΔաఔ΍్தͰఘΊͯ͠·ͬͨϢʔβʔͷߦಈ΋෼͔Δ w1FQBMZUJDTͰࢀরͰ͖Δσʔλ͸ߦಈϩάΛجຊʹϚʔέςΟϯάσʔλΛ ૊Έ߹Θ͍ͤͯΔ

#JHGPPU wϖύϘͷϩά׆༻ج൫ wϩάͷऩूूܭ׆༻ʢՄࢹԽ΍αʔϏε΁ͷϑΟʔυόοΫʣ͕Մೳ wϚʔέςΟϯάͷྖҬͰཁٻͷ͋Δσʔλ͸֓ͶूܭՄೳ wطʹNJOOFͰߦͬͨࢪࡦ΋৭ʑ IUUQTTQFBLFSEFDLDPN[BJNZBDUJPOTCPSOGSPNMPHT

#JHGPPU wͨͩ͠ՄࢹԽͷΠϯλʔϑΣʔεΛఏڙ͢Δ΋ͷͰ͸ͳ͍ w42-͕ॻ͚Ε͹ԿͰ΋ूܭͰ͖Δ൓໘ɺগ͠ͱ͖ͬͭͮΒ͍͔΋͠Εͳ͍ ‎1FQBMZUJDTͰ؆୯ʹߦಈϩά׆༻

ར఺ͱ՝୊

ར఺ w,1*͕ΫΤϦͰఆٛ͞ΕΔΑ͏ʹͳͬͨ w؆୯ʹߦಈϩάΛूܭͰ͖ΔΑ͏ʹͳͬͨ wूܭςʔϒϧʹΑΓར༻Ͱ͖ΔσΟϝϯγϣϯ΋֨ஈʹ૿͑ͨ w,1*πϦʔͷશମײΛ೺ѲͰ͖ΔΑ͏ʹͳͬͨ ‎ػೳతʹ͸౰ॳͷ໨ඪʹ͍͍ۙͮͯΔ

՝୊ wϚʔέςΟϯάνʔϜͷύʔτφʔ͕ཉ͍͠ػೳ͕શͯἧͬͯ͸͍ͳ͍ wϝδϟʔ΍σΟϝϯγϣϯͷ௥Ճ wද্ࣔͷػೳ΍DTWμ΢ϯϩʔυػೳͷ௥ՃͳͲ wώΞϦϯάΛߦͬͯਵ࣌ରԠத wσʔλιʔε͕յΕΔͱ౰વूܭ݁Ռ΋յΕΔ wσʔλιʔε͕ଟ͍ͷͰग़དྷΔ͚ͩૣ͘ݕ஌͢Δ͜ͱ͕ඞཁ ‎΋ͬͱศརʹɺ΋ͬͱ࢖͍΍͘͢ɺ΋ͬͱਖ਼֬ʹ

·ͱΊ w,1*ʹؔ͢Δ՝୊Λղܾ͢ΔͨΊʹ1FQBMZUJDTΛ࡞Γ·ͨ͠ w͜Ε·ͰΑΓ΋؆୯ʹߦಈϩάΛࢪࡦʹ࢖͑ΔΑ͏ʹͳΓ·ͨ͠ w՝୊ͷվળ΍ػೳ௥ՃͰ΋ͬͱ࢖͑Δπʔϧʹ͍͖ͯ͠·͢!

Pepalyticsで始める行動ログ活用/Practical use of activity ...

Pepalyticsで始める行動ログ活用/Practical use of activity log with Pepalytics

Hiroka Zaitsu

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1FQBMZUJDTͰ͸͡ΊΔߦಈϩά׆༻ ࡒ௡େՆ(.01FQBCP *OD %JSFDUPS`T.5(

σʔλΞφϦετ ࡒ௡େՆ![BJNZ ٕज़෦

࠷ۙ΍͍ͬͯΔ͜ͱ wNJOOFͷσʔλͰػցֶशϞσϧͷߏங w࡞඼໊͔Β࡞඼ΧςΰϦΛ༧ଌ͢Δ w࡞඼ը૾͔ΒϐοΫΞοϓͰ͖ͦ͏͔༧ଌ͢Δ wϖύϘݚڀॴͷݚڀࣄ຿ɾݚڀ޿ใ w1FQBMZUJDTͷ։ൃ

໨࣍ w՝୊ͱղܾํ๏ w1FQBMZUJDTͰग़དྷΔ͜ͱ wઃܭ wར఺ͱ՝୊ w·ͱΊ

՝୊ͱղܾํ๏

ղܾํ๏ ߦಈϩάͱϚʔέςΟϯάσʔλΛ؆୯ʹӾཡͰ͖ΔΑ͏ʹ͢Δ w,1ͷௐࠪΛࣗಈతʹߦ͏ wूܭϩδοΫͷ໌֬Խ wଐਓԽΛແͯ͘͠޻਺ΛݮΒ͢ w,(ʹର͢ΔӨڹ͕େ͖͍,1Λࣔ͢ wશମײΛ໌֬ʹ͢Δ ‎σΟϨΫλʔ͕,(ʹରͯ͠د༩౓ͷߴ͍ࢪࡦʹઐ೦Ͱ͖Δ؀ڥΛ࡞Γ͍ͨ

ൃද࣌͸͜͜ͰσϞΛ΍Γ·ͨ͠

1FQBMZUJDTͰग़དྷΔ͜ͱ

1FQBMZUJDTͰग़དྷΔ͜ͱ w୯Ґظؒ΍σΟϝϯγϣϯ͝ͱʹ,1ΛूܭՄೳ w,1πϦʔάϥϑΫϩεूܭͰදࣔ w,(ʹର͢Δ,1ͷׂ߹ʢد༩౓ʣ͕෼͔Δ wΞϓϦͱϒϥ΢βͷར༻ΛԣஅతʹूܭͰ͖Δ wʲ։ൃதʳ,1*ͷಈ͖΍͢͞ʢײ౓ʣ͕෼͔Δ wʲ։ൃதʳݟ௨͕͠෼͔Δ

ϝδϟʔ wྲྀ௨ֹ ஫จֹ Ωϟϯηϧֹ w"3316 ࡞඼୯Ձ ࡞඼఺਺ ߪೖස౓ w%"6 ߪೖϢʔβʔͷ%"6

σΟϝϯγϣϯ ߪೖʹؔ͢Δ΋ͷ w഑ૹํ๏ ࢧ෷ํ๏ ࡞඼ΧςΰϦ ࡞඼਺ ࡞඼ͷՁ֨ଳ wྦྷܭߪೖ਺ ྦྷܭߪೖֹ ΫʔϙϯΛར༻͔ͨ͠

ઃܭ

ઃܭ ᶃ #JHGPPUʹσʔλΛू໿ ूܭςʔϒϧΛ࡞੒ w ߦಈϩά w NJOOFͷσʔλϕʔεʹ͋Δଐੑ৘ใ w ֎෦αʔϏεʹ͋Δϓογϡ௨஌ͷ഑৴਺

ઃܭ ߦಈϩά ଐੑ৘ใ ूܭςʔϒϧ ޿ࠂͷσʔλ ఱؾ etc… ϓογϡ௨஌ͷσʔλ Pepalytics API

ߦಈϩάͷར఺ wαʔϏε্Ͱʮ͍ͭʯʮ୭͕ʯʮԿΛʯߦͬͨͷ͔ w݁ՌʹࢸΔաఔ΍్தͰఘΊͯ͠·ͬͨϢʔβʔͷߦಈ΋෼͔Δ w1FQBMZUJDTͰࢀরͰ͖Δσʔλ͸ߦಈϩάΛجຊʹϚʔέςΟϯάσʔλΛ ૊Έ߹Θ͍ͤͯΔ

#JHGPPU wϖύϘͷϩά׆༻ج൫ wϩάͷऩूूܭ׆༻ʢՄࢹԽ΍αʔϏε΁ͷϑΟʔυόοΫʣ͕Մೳ wϚʔέςΟϯάͷྖҬͰཁٻͷ͋Δσʔλ͸֓ͶूܭՄೳ wطʹNJOOFͰߦͬͨࢪࡦ΋৭ʑ IUUQTTQFBLFSEFDLDPN[BJNZBDUJPOTCPSOGSPNMPHT

#JHGPPU wͨͩ͠ՄࢹԽͷΠϯλʔϑΣʔεΛఏڙ͢Δ΋ͷͰ͸ͳ͍ w42-͕ॻ͚Ε͹ԿͰ΋ूܭͰ͖Δ൓໘ɺগ͠ͱ͖ͬͭͮΒ͍͔΋͠Εͳ͍ ‎1FQBMZUJDTͰ؆୯ʹߦಈϩά׆༻

ར఺ͱ՝୊

ར఺ w,1͕ΫΤϦͰఆٛ͞ΕΔΑ͏ʹͳͬͨ w؆୯ʹߦಈϩάΛूܭͰ͖ΔΑ͏ʹͳͬͨ wूܭςʔϒϧʹΑΓར༻Ͱ͖ΔσΟϝϯγϣϯ΋֨ஈʹ૿͑ͨ w,1πϦʔͷશମײΛ೺ѲͰ͖ΔΑ͏ʹͳͬͨ ‎ػೳతʹ͸౰ॳͷ໨ඪʹ͍͍ۙͮͯΔ

·ͱΊ w,1*ʹؔ͢Δ՝୊Λղܾ͢ΔͨΊʹ1FQBMZUJDTΛ࡞Γ·ͨ͠ w͜Ε·ͰΑΓ΋؆୯ʹߦಈϩάΛࢪࡦʹ࢖͑ΔΑ͏ʹͳΓ·ͨ͠ w՝୊ͷվળ΍ػೳ௥ՃͰ΋ͬͱ࢖͑Δπʔϧʹ͍͖ͯ͠·͢!