Save 37% off PRO during our Black Friday Sale! »

行動ログでプロダクトを改善するには/exploit user behavior for product

Be95c50050cde6ccb33c3e710d57d6c2?s=47 genta kaneyama
January 21, 2017
Programming
3
7.7k

行動ログでプロダクトを改善するには/exploit user behavior for product

https://techconf.cookpad.com/2017/
youtube https://www.youtube.com/watch?v=45i0oG6dsws

Be95c50050cde6ccb33c3e710d57d6c2?s=128

genta kaneyama

January 21, 2017
Tweet

More Decks by genta kaneyama

See All by genta kaneyama
Be95c50050cde6ccb33c3e710d57d6c2?s=48 penguinco
2
1.3k
Be95c50050cde6ccb33c3e710d57d6c2?s=48 penguinco
1
1.1k
Be95c50050cde6ccb33c3e710d57d6c2?s=48 penguinco
8
1.9k
Be95c50050cde6ccb33c3e710d57d6c2?s=48 penguinco
15
4.8k

Other Decks in Programming

See All in Programming
B275f6d35636efc592de473c7f07cecd?s=48 daicham
0
1.1k
8f84b7d8869ef6005d89b378e8661f7c?s=48 masuda220
PRO
8
4.4k
7afaad8f870ef79e2c3284a91e13f0b3?s=48 nakabonne
1
250
D9455a5dc3e3ea4fcca207da70c306b0?s=48 murabayashi
0
380
Bdd3fb3269e67bbc512f2530c409a926?s=48 tnishinaga
0
470
67d6b5b2fdd654b6fbd49b5c7771d678?s=48 1pay
0
170
3f97ef294ccbc5e3f16b7594e06fd1f3?s=48 sryoya
3
340
Ba7d2ed57616842d9564b51274d80ea0?s=48 tetsunosuke
0
120
B9d723a1439affc92fcd589446f73d3b?s=48 yukukotani
2
240
8847086af047cbf895ab3277b59529fe?s=48 andpad
0
120
9e64d2069945742c818421e884603b44?s=48 ushisantoasobu
1
450
5afbf65e9e32cef9ab74e5b5347a5bce?s=48 korosuke613
0
8.3k

Featured

See All Featured
15f2b8221f247985a27a627d2ece72f0?s=48 pauljervisheath
195
16k
44b54d2ffcb7857004071cc6795dde11?s=48 cassininazir
350
20k
D36d2c1821af9249b69ff7f5ed60529b?s=48 tammielis
241
23k
8081b26e05bb4354f7d65ffc34cbbd67?s=48 chriscoyier
498
130k
E4f5d494ebdc9e7cce1aecf3ce3e8bc1?s=48 shpigford
373
43k
016edace78ffe826f2348d1e0c504afd?s=48 maggiecrowley
16
950
719435d98d452de7ac367c828266cf01?s=48 erikaheidi
29
5.2k
027d1ebf66cc039a0bd3b55eeadbe75d?s=48 sachag
449
36k
5b9fe87ec1faa67a4599782930f45ec9?s=48 sstephenson
149
12k
E4f5d494ebdc9e7cce1aecf3ce3e8bc1?s=48 shpigford
167
19k
282d599b414022eba5096510f675b6e2?s=48 chrislema
232
16k
79acae287842acf29084005533a7fb3b?s=48 hursman
111
9.5k

Transcript

  1. ߦಈϩάͰϓϩμΫτ Λվળ͢Δʹ͸ αʔϏε։ൃ෦71 4FBSDI ݉ࢁݩଠ IUUQTUFDIDPOGDPPLQBEDPN

  2. ΞδΣϯμ w ߦಈϩάΛ௨ͯ͡ڀۃతʹ΍Γ͍ͨ͜ͱ͸Կ͔ w ߦಈϩάΛ׆༻͢Δྫ w σʔλͰ͸ຒ·Βͳ͍෦෼ʹ͍ͭͯ

  3. ΫοΫύουͱ͸ w ଟ͘ͷਓʹΞΠσΞΛڞ༗͢Δ৔ॴ w ୭͔ͷΞΠσΞΛ௨ͯ͡ຖ೔ͷྉཧΛָ͘͢͠Δ৔ॴ

  4. Ϩγϐݕࡧ w ΫοΫύουͰϢʔβʔͷऔΓ͏Δཱ৔ w ͷͤΔਓ w ͩΕ͔ͷྉཧΛָ͘͢͠Δ͜ͱ͕Ͱ͖Δਓ w ͕͢͞ਓ w

    ͖ΐ͏ྉཧΛ͢Δ͔΋͠Εͳ͍ਓ w ͦΕΛϨγϐͰͭͳ͍Ͱ͍Δ

  5. Ϩγϐݕࡧ w ೔ຊɿ਺ඦສਓ೔ w ͦͷଞͷࠃɿ೔ຊͷ਺෼ͷҰ೔

  6. σʔλͷ୲͑Δ໾ׂ w ͷͤΔ࣌ʹ͸ɺ w ΞΠσΞΛଟ͘ͷਓʹ஌ΒͤΔ/Pͷπʔϧʹɻ w ͕࣌͢͞ʹ͸ɺ w ࣗ෼͕ࢥ͍ͬͯͨҎ্ͷൃݟΛɻ

  7. ࣄྫ w Ϟχλʔ͢Δɿ w ηογϣϯͷධՁʢݕࡧ੒ޭ཰ʣ w ར༻࣮ଶͷ؍࡯ʢϚΠϑΥϧμʣ w Τϯύϫʔ͢Δɿ w

    ؔ࿈Ωʔϫʔυɺؔ࿈Ϩγϐ

  8. ݕࡧ੒ޭ཰ʢຬ଍౓ͷఆྔԽʣ w ྑ͍γφϦΦɾѱ͍γφϦΦΛఆٛ w ߦಈϩάΛηογϣϯԽͯ͠਺্͑͛ w Ωʔϫʔυ͝ͱʹूܭ

  9.  VTFS" FWFOU  VTFS# FWFOU  VTFS# FWFOU 

    VTFS" FWFOU  VTFS" FWFOU  VTFS" FWFOU  VTFS# FWFOU  VTFS# FWFOU MPH TPSUFECZUJNF  VTFS" FWFOU  VTFS# FWFOU  VTFS# FWFOU  VTFS" FWFOU  VTFS" FWFOU  VTFS" FWFOU  VTFS# FWFOU  VTFS# FWFOU MPH TPSUFECZVTFS UJNF ηογϣϯԽ 

  10. ηογϣϯԽ         

    VTFS" FWFOU  VTFS# FWFOU  VTFS# FWFOU  VTFS" FWFOU  VTFS" FWFOU  VTFS" FWFOU  VTFS# FWFOU  VTFS# FWFOU MPH TPSUFECZVTFS UJNF    VTFS" FWFOU  VTFS# FWFOU  VTFS# FWFOU  VTFS" FWFOU  VTFS" FWFOU  VTFS" FWFOU  VTFS# FWFOU  VTFS# FWFOU ˢˣ͕࣌ؒ཭Ε͍ͯΔ NJO ˢˣผͷϢʔβʔ

  11. ؔ࿈ݕࡧ

  12. ؔ࿈ݕࡧ ͏·͘ߦͬͯͳ͍෦෼Λ ߦಈϩάͰຒΊΔ

  13. ؔ࿈ݕࡧ ʮ͓ன͝͸ΜΛ࡞ͬͯ͋͛ ͍͕ͨԿʹ͠Α͏͔ʜʯ ʢ͍Ζ͍ΖϨγϐΛݟΔʣ ʮ͙͢Ͱ͖Δϥϯνͱ͸ʁʯ

  14. ؔ࿈ݕࡧ ʢ͍Ζ͍ΖϨγϐΛݟΔʣ ʮ൴ࢯ͓ன͝൧ɺͳΔ΄Ͳ ͜͏ݕࡧ͢Ε͹͍͍ͷ͔ͳʯ

  15. ؔ࿈ݕࡧ ʮλίϥΠε؆୯ʯΑ͍ͷ Ͱ͸

  16. ؔ࿈ݕࡧ ʮ͜Εʹ͠Α͏ʂʯ

  17. ࢖͍ͬͯΔϩά w ݕࡧηογϣϯςʔϒϧ w ηογϣϯεςʔλεʢ੒ޭࣦഊFUDʜʣ w VOJRVF@JE w ࣌ࠁ w

    ΠϕϯτʢݕࡧɺϨγϐӾཡFUDʣ w ύϥϝʔλʢݕࡧޠɺϨγϐ*%FUDʣ
  18. None
  19. None

  20. ఆ൪ఏҊ ɾϝχϡʔޠ΁ͷมભ ɾݟ͔ͭΔϨγϐλΠτϧ ͳͲΛूܭͯ͠ఆ൪ΛఏҊ

  21. ఆ൪ఏҊ ɾϝχϡʔޠ΁ͷมભ ɾݟ͔ͭΔϨγϐλΠτϧ ͳͲΛूܭͯ͠ఆ൪ΛఏҊ

  22. ఆ൪ఏҊ ɾϝχϡʔޠ΁ͷมભ ɾݟ͔ͭΔϨγϐλΠτϧ ͳͲΛूܭͯ͠ఆ൪ΛఏҊ

  23. σʔλͰ͸ຒ·Βͳ͍෦෼ w ར༻ऀʢͷϩάʣ͸αʔϏεʹ࠷దԽ͞Ε͍ͯΔ w ΫΤϦ͕ΩϨΠͳͷ͸ظ଴஋͕௿͍ͱ΋ߟ͑ΒΕΔ w ղܾ๏Λಋ͍ͯ͘ΕΔࣄ͸΄ͱΜͲͳ͍

  24. σʔλͰ͸ຒ·Βͳ͍෦෼ w ར༻ऀʢͷϩάʣ͸αʔϏεʹ࠷దԽ͞Ε͍ͯΔ w ΫΤϦ͕ΩϨΠͳͷ͸ظ଴஋͕௿͍ͱ΋ߟ͑ΒΕΔ w ղܾ๏Λಋ͍ͯ͘ΕΔࣄ͸΄ͱΜͲͳ͍

  25. ར༻࣮ଶͷ෼ੳ w ϒοΫϚʔΫ಺ͷϑΥϧμ෼͚͸࣮ࡍʹ͸ʁ

  26. ར༻࣮ଶͷ෼ੳ w ϒοΫϚʔΫ಺ͷϑΥϧμ෼͚͸࣮ࡍʹ͸ʁ w ʮ೑ɾڕɾ໺ࡊʯͱಉ౳ʹʮڇ೑ɾಲ೑ɾܲ೑ʯ΋ɻ

  27. ར༻࣮ଶͷ෼ੳ w ϒοΫϚʔΫ಺ͷϑΥϧμ෼͚͸࣮ࡍʹ͸ʁ w ʮ೑ɾڕɾ໺ࡊʯͱಉ౳ʹʮڇ೑ɾಲ೑ɾܲ೑ʯ΋ɻ w ͦΕΛ཈͑ͯʜҐ͕ʮεʔϓαϥμύελʯʜʁʁ

  28. ར༻࣮ଶͷ෼ੳ w ϒοΫϚʔΫ಺ͷϑΥϧμ෼͚͸࣮ࡍʹ͸ʁ w ʮ೑ɾڕɾ໺ࡊʯͱಉ౳ʹʮڇ೑ɾಲ೑ɾܲ೑ʯ΋ɻ w ϓϨʔεϗϧμͰͨ͠ʜ

  29. σʔλͰ͸ຒ·Βͳ͍෦෼ w ར༻ऀʢͷϩάʣ͸αʔϏεʹ࠷దԽ͞Ε͍ͯΔ w ΫΤϦ͕ΩϨΠͳͷ͸ظ଴஋͕௿͍ͱ΋ߟ͑ΒΕΔ w ղܾ๏Λಋ͍ͯ͘ΕΔࣄ͸΄ͱΜͲͳ͍

  30. 5JQT w ϑΟʔυόοΫ͕͔͔Γ͗͢ͳ͍Α͏ʹ͢Δ w ϩάͷظؒ͸༗ݶʹ w ࣮ଌ஋ظ଴஋ͰׂΓҾ͘ w %8) w

    Օॴ͕ศར w ͭͷํ๏Ͱશ෦ͷϦιʔεʹಉ࣌ΞΫηεͰ͖Δ w 42-Λษڧ͢Δ

  31. ໨ࢦ͢͜ͱ w Ұ൪ศརͳ΋ͷ͚͕ͩ܁Γฦ͠࢖ΘΕΔͳΒɺ w ࣾ಺ͷ஌ࣝͷ૯࿨ʹ੍໿͞Εͳ͍Α͏ʹ͠Α͏ w ར༻ऀʹࣗવͱߩݙͯ͠΋Β͏͜ͱͰɺ
 ࣍࢖͏࣌ͷ΄͏͕ศརʹͳ͍ͬͯΔΑ͏ʹ͠Α͏