
ãå®è¡èšèšã顧客ãéäžã§æ«æããã®ã¯ãªãïŒãè¡åæ©æŠããæ¶ããŠææãåºãããäœéšãã¶ã€ã³
æ¬ãè²·ã£ãŠæºè¶³ãã
æºã«ç©ãã ãŸãŸæ°ã¶æ
ãªã³ã©ã€ã³è¬åº§ã«ç³ã蟌ãã ãã®ã®ã
第1ç« ã®åç»ãéäžã§æ¢ãããŸãŸæŸçœ®âŠ
ããªãã«ãããããªèŠãçµéšã
äžåºŠã¯ããã¯ãã§ãã
ãèªåã¯ãªããŠæå¿ã匱ããã ããããš
èœã¡èŸŒãå¿
èŠã¯ãããŸããã
売ãåŽãã賌å
¥ãããŽãŒã«ã«ããŠããŸãã
ãã®å
ã®ã䜿ãããã®å°ç·ãã
äœã£ãŠããªãæ§é ã«ãããŸãã
ä»åã¯ã賌å
¥ãŸã§ã®æ©æŠãæžãã
ã売ãããã®ã³ããŒãããäžæ©èžã¿èŸŒã¿ã
賌å
¥åŸã®æ©æŠããªãããŠé¡§å®¢ãèªç¶ãšåãã
ãå®è¡èšèšãã®ä»çµã¿ãçŽè§£ããŠãããŸãã
è²·ã£ãç¬éã«æºè¶³ããŠã
ãã³ããŒã«ãPDFãéããªãçç±
ææãããŒã«ãè²·ã£ãçŽåŸã
人ã¯ãããã§äººçãå€ããããšãã
匷ãæåŸ
ã髿æãèŠããŸãã
ãããã賌å
¥ã«ãã£ãŠåŸãããæºè¶³æãš
å®éã«è¡åããŠææãåºãããšã¯å¥ç©ã§ãã
è²·ã£ããåŠãã ãããã ãã§
ãããåé²ããããšé¯èŠããŠããŸãç¶æ
ã
ããã§ã¯ïŒâ»ç§ç¬èªã®é èªãšããŠïŒ
è¡åããæ°ã«ãªã£ãŠçµãã£ãŠããŸã
ãç¥èè¥æºãã®çœ  ãšåŒã³ãŸãã

å®è¡åã«ã¢ãããŒã·ã§ã³ãæ¥éäžããŸãã
ãè²·ã£ãããšã§åé²ããæ°ã«ãªããç¶æ
ã
èµ·ããããããã
é¡§å®¢ã®æå¿åã«é Œãã®ã§ã¯ãªããæäŸåŽã
ãè²·ãããçŽåŸã®10ç§ãã
èšèšããå¿
èŠãããã®ã§ãã
å€ãã®ããŒã±ã¿ãŒãé¥ã
ã賌å
¥ïŒãŽãŒã«ããšããé¯èŠ
ã»ãŒã«ã¹ã³ããŒã極ãã
ç¹å
žãå±±çãã«ããã°ã
äžæçãªã³ã³ããŒãžã§ã³ïŒæçŽïŒçã¯
è·³ãäžãããŸãã
ãããã賌å
¥ã決æãããŸã§ã«
顧客ã¯ãã§ã«æ¯èŒã»æ€èšã»å€æã«ãã£ãŠ
è³ã«å€§ããªãèªç¥è² è·ãããããŠããŸãã
å¿çåŠã®ç ç©¶ïŒSweller, 1988ïŒã«ãããŠãã
ãã®è² è·ïŒã¡ã¢ãªã®æ¯æžïŒã
è¡åãæ¢ããåå ã ãšææãããŠããŸãã

è¿·ããé²ããå°ããªé段ãèšèšããŸã
ãè¯ããã®ãäœãã°ã
ãé«ããéãæã£ãã®ã ãã
ãåæã«å®è·µããŠãããã ããããš
ããã®ã¯æäŸè
åŽã®å¹»æ³ã§ãã
䜿ãããã®ãšãã«ã®ãŒãæ®ã£ãŠããªã
顧客ã«å¯ŸããŠãããã«ãæ°åã§é 匵ãããš
èŠæ±ããã®ã¯ãããŒã±ãã£ã³ã°ã®æŸæ£ã«
çããè¡çºã§ãã
AIã®é²åã§ã誰ããé«å質ãªã³ã³ãã³ãã
1ç§ã§äœããããã«ãªããŸããã
æ
å ±ãã®ãã®ã ãã§ã¯
å·®å¥åãã«ãããªãäžã
é¡§å®¢ãæ¬åœã«æ±ããŠããã®ã¯
ãæ£ããç¥èãã§ã¯ãªãã
ãèªåã確å®ã«å€ãããäœéšïŒç°å¢ïŒããžãš
ããåŒ·ãæ±ããããããã«ãªã£ãŠããŸãã
ãè²·ããããããã䜿ãããããžã
è¡åãç¶ç¶ããã3ã€ã®å®è¡èšèš
å®è¡èšèšãšã¯ã
顧客ã®ãæå¿åãã«äŸåããã
åååŽã«ãè¿·ããåããç©ççã»
èªç¥çãªå°ç·ãããããããçµã¿èŸŒã
äœéšãã¶ã€ã³ã®ããšã§ãã
ã§ã¯ãå
·äœçã«ã©ãããã°é¡§å®¢ã
èªç¶ã«åããããšãã§ããã®ãã
仿¥ããããªãã®ã³ã³ãã³ãã«
çµã¿èŸŒãã3ã€ã®ã¹ãããã玹ä»ããŸãã
ã¹ããã1ïŒæåã®1æ©ã
ã10ç§ã§çµããäœæ¥ãã«ãã
ææãè²·ã£ã顧客ã
ãªã1ããŒãžãèªãŸãã«æ«æããã®ãã
ããã¯ã鱿«ã«æéãã§ãããã
éããªéšå±ã§ç¬¬1ç« ããå®ç§ã«
ããŒããåã£ãŠåŠãŒãããšã
ç¡æèã®ãã¡ã«é«ãããããŒãã«ã
èšå®ããŠããããã§ãã
æäŸè
ã§ããç§ãã¡èªèº«ãã
ãå®ç§ãªç¶æ
ã§ãªããã°
ãåºããŠã¯ãããªãããšããåªçžã«ãã£ãŠ
è¡åãæ¢ããããŠããŸã ã®ãšåãããã«ã
顧客ããŸããå®ç§ã«åè¬ããªããã°ããšãã
æã蟌ã¿ã«ãã£ãŠ
çæã§ããªããªã£ãŠããŸãã
ã ãããããæäŸåŽãäŸãã°ã
ããŸãã¯ãã°ã€ã³ããŠ
ãããã¯ããŒã¯ãæŒãã ãã
ãã¯ãŒã¯ã·ãŒããããŠã³ããŒãããŠ
ãååãæžãã ãããš
ããŒãã«ã極éãŸã§äžãã
å¿
èŠãããã®ã§ãã
ã¹ããã2ïŒé²æãèŠèŠåããŠ
å°ããªéææãã€ãã
è¡åãæ¢ãŸãæå€§ã®çç±ã¯ã
ãèªåãåã«é²ãã§ãã宿ãã
åŸãããªãããšã§ãã
人ã¯ãŽãŒã«ãè¿ã¥ãã»ã©ã¢ãããŒã·ã§ã³ã
å éããå¿çäœçšïŒç®æšåŸé
广ïŒ
Kivetz et al., 2006ãªã©ã®ç ç©¶ã§å®èšŒïŒã
æã£ãŠããŸãã
ãã§ãã¯ããã¯ã¹ã®èšçœ®ã
ãå
šäœã®15%ãå®äºããŸããããšãã£ã
鲿ããŒãçšæãã
éææãæå³çã«æŒåºããŸãã
ãã®å°ããªéææãã
次ã®è¡åã«åãçµããã£ããã«ãªããŸãã
ã¹ããã3ïŒè¿·ãäœå°ããŒãã«ãã
ãIf-Thenãã©ã³ãã³ã°ã
ãæéãã§ãããããããã ãã§ã¯ã
å®è¡ã®ãã£ãããçãŸãã«ãããªããŸãã
ãIf-Thenãã©ã³ãã³ã°ããšåŒã°ãã
ãã®æ¡ä»¶åå²ã®ææ³ã¯ã642ä»¶ãã®å¿çåŠã®
ã¡ã¿åæã«ãããŠåŒ·åãªè¡åä¿é²å¹æã
å®èšŒãããŠããŸãã
人éã®è¡åã¯æå¿åã§ã¯ãªãã
ç©ççã»èªç¥çãªãã€ãºãæé€ãã
ãç°å¢ã®ãã¶ã€ã³ã ã«
倧ããäŸåããŠããã®ã§ãã
ã ããããã顧客ã責ããåã«
ãç°å¢ããæäŸåŽã
æå®ããŠãããŠãã ããã
äŸãã°ã
 㻠æã³ãŒããŒãæ·¹ããããã¯ãŒã¯ã1åéã
 㻠氎æã®21æã«ãªã£ãããäžè¡ã ãæçš¿ãã
ãã®ããã«ããã§ã«é¡§å®¢ãæã£ãŠãã
ãæ¥åžžã®ç¿æ
£ãã«æ°ããè¡åã
ã»ããã§ãã£ã€ããã®ã§ãã

è¡åã¯èªååããç¶ç¶ã®ã«ãŒãã«å ¥ããŸãã
ãã®ã«ãŒããäžåºŠåãã°ã
顧客ã¯èªçºçã«é²ãããããªãã
èªç¶ãšææãžãšè¿ã¥ããŠãããŸãã
èªè
ã®èè€ãäžåäž¡æïŒ
ã¹ãã£ããã«Q&A
Q: ãããŸã§æåãè¶³åãçšæãããšã
顧客ã®äž»äœæ§ã倱ãããŸãããïŒ
A: è£å©èŒªïŒå®è¡èšèšïŒãã€ããããããã
顧客ã¯èªåã§æŒãåºãããã
ãªãã®ã§éã§ãã

ã€ããããããã顧客ã®èªèµ°åã¯æéã§è²ã¡ãŸãã
æåã®çææ©æŠã極éãŸã§æžããã
ãèªåã«ãã§ããããšããå°ããªæåäœéšã
ç©ãŸããããšã§ã2æ©ç®ä»¥éã®èªçºçãªè¡åã«
ã€ãªããããããªãã®ã§ãã
Q: å®è¡èšèšãçµã¿èŸŒãã«ã¯ã
倧æãããªã·ã¹ãã ã
ããŒã«ãå¿
èŠã§ããïŒ
A: ã賌å
¥çŽåŸã®ãµã³ã¯ã¹ã¡ãŒã«ã§
仿¥ããã¹ã1ã€ã®ç°¡åãªè³ªåã«
è¿ä¿¡ããããã ãã§ã
ç«æŽŸãªå®è¡èšèšãªã®ã§éã§ãã
ããŒã«ã§ã¯ãªãã
顧客ãè¿·ããåãã
ã1æ¬éããäœãããšãéèŠã§ãã
Q: ããŠããŠèªäœã«ã¯
èªä¿¡ãããã®ã§ããã
ããã§ãå®è¡èšèšã¯å¿
èŠã§ããïŒ
A: ããŠããŠã®è³ªãé«ã
ïŒæ
å ±éãå€ãïŒã»ã©ã顧客ã®èªç¥è² è·ã¯
äžãããçæãã¥ãããªãã®ã§å¿
é 4ã§ãã
é«å質ãªããŠããŠã
ãæ¶åã§ããäžå£ãµã€ãºãã«
åãåããã®ãæäŸè
ã®è²¬ä»»ã§ãã
ãŸãšãïŒå£²ã£ãç¬éããã
æ¬åœã®ä¿¡é Œé¢ä¿ãå§ãŸã
ã©ãã»ã©åªããããŠããŠãã
䜿ãããªããã°ååšããªãã®ãšåãã§ãã
売äžã䌞ã°ãããã«ã³ããŒã磚ãçŽãåã«ãå°ãã ãç«ã¡æ¢ãŸã£ãŠèããŠã¿ãŠãã ããã
ãããªãã®ååã¯ãæã«å
¥ãã顧客ã
ã仿¥æåã®10ç§ãã§è¿·ããã§ããããšã
çšæã§ããŠããŸããïŒã
èšäºãæèãæŽçãã
ãã£ããã«ãªãã°å¹žãã§ãã
ãã¹ããã ãã©ã㌠ã§
å¿æŽããã ãããšå±ã¿ã«ãªããŸãã
ãæ¬¡ã®ã¹ããããžé²ãããªããžã
ãè²·ããããããŒã±ãã£ã³ã°ãã
ã䜿ããããå®è¡èšèšãž
ãã®ãã©ãã€ã ã·ãããåãå
¥ãã
ããªããžããããªãæèã®ã¢ããããŒãã
è¡ãããã®2ã€ã®ã«ãŒãããçšæããŸããã
ä»ãããªãã®èžã®å¥¥ã«ãããçŠããã¯ã
å€ããæ¥ããã®ã§ããïŒ
ãããšããå åŽããæ¥ããã®ã§ããïŒ
ä»ã®èª²é¡ã«åãããŠã
å¿
èŠãªæãéããŠãã ããã
ãã«ãŒãAãã売ããããããšã«
ç²åŒããŠããŸã£ãæ¹ãž
顧客ã®å®è¡ã眮ãå»ãã«ããŠã
ç§ãã¡ãã売äžãããæçŽçãã°ããã
è¿œãæ±ããŠããŸãã®ã¯ãªãã§ããããïŒ
ããã¯ãSNSãéããã³ã«ç®ã«å
¥ã
ã忥è
ã®è¯ã
ããææå ±åãã«
ç¡æèã®ãã¡ã«çŠãããã
æ¯èŒã®çœ ã«èœã¡ãŠããããã§ãã
顧客ãšåãåãå®è¡èšèšãå§ããåã«ã
ãŸãã¯ããªãèªèº«ãèŠããã
ãä»äººã®ã¢ããµã·ãã
ãžãæãå¿
èŠããããŸãã
ãã«ãŒãBããè²·ããããããã®
éå»ã®æåãã¿ãŒã³ãææŸããªãæ¹ãž
å®è¡èšèšã®éèŠæ§ã¯çè§£ã§ããŠãã
ããååãäœã段éã«ãªããš
ããã£ã±ããã£ãšç
œããããª
  ã»ãŒã«ã¹ã³ããŒãæžããæ¹ã
  売ããããããªããâŠããšã
éå»ã®ããŒã±ãã£ã³ã°ã®
ãæ£è§£ããè¶³ãåŒã£åŒµãã¯ãã§ãã
ãè²·ãããã°çµããããšãã
ãã€ãŠã®æåäœéšãåžžèã¯ã
æä»£ãå€ãã£ãä»ãããªãã®ããžãã¹ã
å§è¿«ããéããã³ã¹ãïŒè² åµïŒã«
å€ãã£ãŠããŸãã
éå»ã«æè³ããŠåŠãã§ãã
å€ãæ£è§£ãææŸãã
身軜ã«ãªãããã®ã¹ãããã¯ãã¡ãã
#å®è¡èšèš #è¡åçµæžåŠ #ããŒã±ãã£ã³ã°
#UXãã¶ã€ã³ #ã©ã€ãã·ãã