ã·ã¹ãã ã¢ãŒããã¯ãéå»å解説ã什åïŒå¹Ž ååŸïŒã
什åå 幎ã·ã¹ãã ã¢ãŒããã¯ã詊éšã®è§£çãšè§£èª¬äœæããããŸããã 倧æè§£çéå ±ãšã¯è§£çç°ãªã£ãŠããéšåããããç¹ã«åïŒãå€ãããã§ãã åã£ãŠãããšæããã ãã©ãã å顿ã¯IPAã®ãµã€ããã芧ãã ããã
(2021/6/27远èš) IPAæ£åŒè§£çãšæ¯èŒããŠæçµçã«æŽæ°èŽããŸããã åïŒãééããæ¯èŒçå€ãã£ãã§ãã ããããµãŸããŠã8å²ä»¥äžã®æ£ççã§ããããŸã ãŸã è¡°ããŠããªãããã§ããã£ããã
ä»åã®åé¡ç·è©
| åïŒ | å©çšè æ å ±ãªã©ã®ç®¡çã«ã€ããŠã®é¡æãæ¯èŒçè§£ããããããããã€ãäžæ©èžã¿èŸŒãã è§£çãå¿ èŠã§ãã |
| åïŒ | é éæ å ±ç®¡çã®æ¹åã«ã€ããŠã®é¡æãåããããªã·ã¹ãã ã䜿ã£ãããšãããæ¹ãå€ããšæãããå šäœçã«è§£ããããã£ããšæãããŸãã |
| åïŒ | ããè°ã¯ãŒã¯ãããŒã®æ¹åã«ã€ããŠã®é¡æãè§£çãŸã§ã®éçãæç€ºãããŠã±ãŒã¹ãªã©ããããé£æåºŠã¯æ®éã§ããã |
| åïŒ | æããä»åã®é¬Œéãšãªã£ã倧åãIoTãšAIæè¡ã«é¢é£ãããæ¶ç«ãããããšããããŸãæ®æ®µé¢ããå°ãªã顿ãè§£çãžã®éçãæç€ºãããŠããªããã¿ãŒã³ãå€ããæŽã¿ã©ããããªãã£ãå°è±¡ã é£ãã |
- 1. åïŒãäŒæ¥åã³å©çšè ã®æ å ±ã®ç®¡çéçšã®èŠçŽã
- 1.1. èšåïŒ
- 1.2. èšåïŒ
- 1.2.1. ïŒïŒïŒäŒæ¥ãã¹ã¿ã¯äºæ¥æåäœã§ã¯ãªãäŒæ¥åäœã§æ å ±ã管çããããã«ããäžæ¹ã§ãå©çšè ãã¹ã¿äžã§äºæ¥è æ å ±ãåŒãç¶ã管çããããšã«ããã®ã¯ãäž»èŠäºæ¥ã®æ¥åã®æµãäžã©ã®ãããªçšéã§å©çšããããšãæ³å®ãããããã20å以å ã§è¿°ã¹ã
- 1.2.2. ïŒïŒïŒæ³äººæ å ±ãå©çšããããšã«ããããæ¬æäžã®äžç·â ã®ããã«ãäœæ¥è² è·ãå¢ããªããããäŒæ¥DBãåŒãç¶ãè³Œå ¥ããããšã«ããçç±ãã衚1äžã®å±æ§åãçšããŠ35å以å ã§è¿°ã¹ãã
- 1.2.3. ïŒïŒïŒæ¬æäžã®äžç·â¡ã®ã±ãŒã¹ãšããŠäºã€ã®ã±ãŒã¹ãèãããããäžã€ã¯ãæ³äººç»èšããçŽåŸã§æ³äººæ å ±ããŸã æäŸãããŠããªãäŒæ¥ãå©çšããã±ãŒã¹ã§ãããããäžã€ã®ã±ãŒã¹ã15åå ã§è¿°ã¹ã
- 1.3. èšåïŒ
- 1.3.1. ïŒïŒïŒã·ã¹ãã å·æ°åŸã®å©çšè ãã¹ã¿ã§æ°ãã«å¿ èŠã«ãªãæ å ±ãäºã€ãããäžã€ã¯ããããŸã§äŒæ¥ãã¹ã¿ã§ç®¡çããŠããäºæ¥ææ å ±ã§ãããããäžã€ã®æ å ±ã25å以å ã§è¿°ã¹ãã
- 1.3.2. ïŒïŒïŒãªã³ã©ã€ã³ã§ã®å©çšè æ å ±ã®ç»é²ã«ã€ããŠãaã«å ¥ããåå¥ãçãã
- 1.3.3. ïŒïŒïŒæ¬æäžã®äžç·â¢ã®äœ¿çšã«ãŒã«ãšã¯äœãã30åå ã§è¿°ã¹ã
- 2. åïŒãé éæ å ±ç®¡çã·ã¹ãã ã®æ¹å
- 2.1. ãèšåïŒ
- 2.1.1. ïŒïŒïŒåååå Žæãžã®é éäºå®æå»ãèšç®ããããã«ãé é端æ«ããé éã·ã¹ãã ã«é£æºããŠããæ å ±ãäºã€ãããã©ã®ãããªæ å ±ãããããã15å以å ã§è¿°ã¹ãã
- 2.1.2. ïŒïŒïŒæ¹åèŠæãæºããããã«éç¥ãããæ¬æäžã®äžç·â ã®æ å ±ãšã¯äœããäºã€æãããããã10å以å ã§çããã
- 2.1.3. ïŒïŒïŒæ¬æäžã®a,bã«å ¥ããé©åãªå 容ããããã20å以å ã§è¿°ã¹ãã
- 2.2. èšåïŒ
- 2.2.1. ïŒïŒïŒé éå¡ããé éç¶æ³ãå ¥åããã±ãŒã¹ã远å ããããšã§å®çŸã§ããæ¹åèŠæã¯äœãã30å以å ã§è¿°ã¹ã
- 2.2.2. ïŒïŒïŒååå Žæãé éå¡ã®æ åœåºåå€ã«æå®ãããå Žåã«ãé éç¶æ³ã®å€æŽãé éå¡èªèº«ã宿œããŠããçç±ã¯äœãã30å以å ã§è¿°ã¹ãã
- 2.2.3. ïŒïŒïŒæ¬æäžã®cã«å ¥ããé©åãªé éç¶æ³ãçããããŸãããã®é éç¶æ³ã«å€æŽãããå Žåã«çŸåšè¡ã£ãŠããªãäœæ¥ãé éå¡ãå¶æ¥æã§è¡ãå¿ èŠããããã©ã®ãããªäœæ¥ãè¡ãã®ããäœæ¥å 容ã35å以å ã§è¿°ã¹ãã
- 3. åïŒãèè³ããè°ã¯ãŒã¯ãããŒã®æ§ç¯
- 3.1. èšåïŒãæ¬æäžã®äžç·â ã«ãã£ãŠãããæ¥åã®äžéšã®äœæ¥ãäžèŠã«ãªããäžèŠã«ãªãæ¥åã30å以å ã§è¿°ã¹ã
- 3.2. èšåïŒ
- 3.2.1. ïŒïŒïŒæ¬æäžã®äžç·â¡ã®æ¡ä»¶ã衚ïŒäžã®ãã¡ã€ã«åãšå±æ§ãçšããŠ40å以å ã§è¿°ã¹ãã
- 3.2.2. ïŒïŒïŒæ¬æäžã®äžç·â¢ã®æ¡ä»¶ã衚1äžã®ãã¡ã€ã«åãšå±æ§ãçšããŠ40å以å ã§è¿°ã¹ã
- 3.2.3. ïŒïŒïŒã¢ã©ãŒã éç¥æ©èœã«ãã£ãŠè§£æ±ºãããçŸç¶ã®åé¡ç¹ã¯äºã€ãããäžã€ã¯ãåäžé¡§å®¢ã®å¥æ¡ä»¶ã®èª¿æ»ã§ç¢ºèªããå»¶æ»çºçãªã©ã«ãã顧客ã®ä¿¡çšæ Œä»ã®å€åã«ãæ¡ä»¶æ åœè ãå³åº§ã«æ°ä»ããªãããšã§ãããããäžã€ã®åé¡ç¹ã25å以å ã§è¿°ã¹ã
- 3.2.4. ïŒïŒïŒaã«å ¥ããåå¥ã10å以å ã§çããã
- 3.3. èšåïŒã[远å èŠæãžã®å¯Ÿå¿]ã«ã€ããŠãæ¬æäžã®äžç·â£ã®æ¡ä»¶ã¯äžã€ãããäžã€ã¯"æ¡ä»¶çªå·ãè©²åœæ¡ä»¶ã®æ¡ä»¶çªå·ãšç°ãªãããš"ã§ãããä»ã®äºã€ã®æ¡ä»¶ãã衚1äžã®æ¡ä»¶ãã¡ã€ã«ã®å±æ§ãçšããŠãããã35å以å ã§è¿°ã¹ãã
- 4. åïŒãIoT,AIãæŽ»çšããæ¶åãããã
- 4.1. èšåïŒ
- 4.1.1. ïŒïŒïŒæ¬æäžã®a,bã«å ¥ããé©åãªåå¥ãçãã
- 4.1.2. ïŒïŒïŒè€æ°ã®æŸæ°Žããããã®éçšã«ã€ããŠãçŸæã·ã¹ãã ãæ¯èŒããŠNFRã·ã¹ãã ã§å€§ããå€ãããæ¹åã§ããããšã¯äœãã35å以å ã§äžã€è¿°ã¹ã
- 4.2. ïŒïŒïŒæ¶é²æ¬éšã®ãµãŒããä¿æããæ¶å察象æœèšã®æ å ±ãšããŠãæ§é å³ãå±éºç©ã®çš®é¡ãšéãªã©ãããããããã®æ å ±ãæŽ»çšããç®çã¯äœãã15å以å ã§çããã
- 4.3. èšåïŒ
- 4.3.1. ïŒïŒïŒNSCè£ çœ®ã¯ãæ¶é²æ¬éšã®ãµãŒããä¿æããæ¶å察象æœèšã®æ å ±ãçšããŠé害ç©ãåé¿ãããªããé£è¡æ©åç£èŠãããããé£è¡ãããŠããããã®ãšããé£è¡ã«ãŒãã®å®å šæ§ã確ä¿ããããã«ãããã«å¿ èŠãšãªãæ å ±ã¯äœãã25å以å ã§å ·äœçã«è¿°ã¹ãã
- 4.3.2. ïŒïŒïŒæ¶é²æ¬éšã®ãµãŒããä¿æããæ å ±ãšé£è¡æ©åãããããååŸããããŒã¿ãšãAIæè¡ã§åŠçããããšã§æåŸ ã§ããããšã¯äœãã30å以å ã§è¿°ã¹ã
- 4.3.3. ïŒïŒïŒèªåŸé£è¡ã«ããç£èŠãç¶ç¶ããŠãããšããç«çœç¶æ³ã®å€åãèŠèœãšããªãããã«ããã«ã¯ãã©ã®ããã«é£è¡ãããã¹ããã»30å以å ã§è¿°ã¹ã
- 4.4. èšåïŒãNSCè£ çœ®ã®å©çšã«ã€ããŠ
- 4.4.1. ïŒïŒïŒåããããã®ã»ã³ãµããåŸãããããŒã¿ãæä»€ã®ããã®ããŒã¿ãæ¶é²æ¬éšã®ãµãŒãã«èç©ããŠããããµãŒãã«èç©ãããããŒã¿ãåŠçãããšããã»ã³ãµããåŸãããããŒã¿ãæä»€ã®ããã®ããŒã¿ã察å¿ãããããã«å¿ èŠãªæ å ±ã¯äœããäºã€çããã
- 4.4.2. ïŒïŒïŒè€æ°ã®æŸæ°Žãããããéçšããå ŽåãåæŸæ°ŽãããããæŸæ°Žäœçœ®ãå®ããããããã®æ°Žæºã決å®ããããã®ãšããã©ã®ãããªããšãèæ ®ããªããã°ãªããªããã40å以å è¿°ã¹ãã
- 5. ã·ã¹ãã ã¢ãŒããã¯ããéå»å解説ãã®ä»èšäº
ã·ã¹ãã ã¢ãŒããã¯ã 什åïŒå¹ŽååŸïŒ åïŒãäŒæ¥åã³å©çšè ã®æ å ±ã®ç®¡çéçšã®èŠçŽã
èšåïŒ
è§£ç
å©çšè ã«ãŒãçªå·
å©çšè å人ãèå¥ããã«ãŒããå©çšå¯èœãã©ããã管çããããã
解説
P.3ã®æçµæ®µèœã«
å©çšè ããšã«å©çšã«ãŒããçºè¡ããŠãã
èšèŒãããŠããã®ã§ãå©çšè å人ãç¹å®ã§ãã屿§ã§ããå¿ èŠãããã 衚ïŒã«ã¯å©çšè ãäžæã«ç¹å®ã§ãã屿§ãšããŠãå©çšè ã«ãŒãçªå·ããšãå©çšè ã³ãŒããããããããïŒïŒïŒè©Šéšå 容ãªã©ã®æ±ºå®ãéšåã§
å©çšè ã«ãŒããå¿ããå Žåã¯ïœïœå©çšã«ãŒããåçºè¡ããŠãããåçºè¡ãããšãå€ãå©çšè ã«ãŒããç¡å¹ã«ããå©çšã§ããªãããã«ããŠããã
ãšèšèŒãããŠãããããããŒã³ãŒãã«ã¯å©çšã«ãŒããå©çšå¯èœãªç¶æ ãã衚ããç¶æ åºåããšçŽä»ããå©çšè ã«ãŒãçªå·ããèšèŒãããŠããå¿ èŠãããã
èšåïŒ
ïŒïŒïŒäŒæ¥ãã¹ã¿ã¯äºæ¥æåäœã§ã¯ãªãäŒæ¥åäœã§æ å ±ã管çããããã«ããäžæ¹ã§ãå©çšè ãã¹ã¿äžã§äºæ¥è æ å ±ãåŒãç¶ã管çããããšã«ããã®ã¯ãäž»èŠäºæ¥ã®æ¥åã®æµãäžã©ã®ãããªçšéã§å©çšããããšãæ³å®ãããããã20å以å ã§è¿°ã¹ã
è§£ç
äŸé Œè©Šéšã®å ±åæžã®çŽåå äœæ
解説
äºæ¥ææ å ±ãã©ãã§äœ¿ã£ãŠããã®ããæ¢ããšãïŒïŒïŒå ±åæžã®çŽåïŒäŸé Œè©Šéšã®å ŽåïŒãã«
éµéã®å Žåã¯ãå©çšè ãæå±ããäºæ¥æã®æåšå°ã«ããŠãã
ãšèšè¿°ãããã
ïŒïŒïŒæ³äººæ å ±ãå©çšããããšã«ããããæ¬æäžã®äžç·â ã®ããã«ãäœæ¥è² è·ãå¢ããªããããäŒæ¥DBãåŒãç¶ãè³Œå ¥ããããšã«ããçç±ãã衚1äžã®å±æ§åãçšããŠ35å以å ã§è¿°ã¹ãã
è§£ç
åªéæéå€å®ã®ããã«æ¥çš®ãªã©ã®æ å ±ãå¿ èŠãªãã (IPAè§£ç)é©çšæéåºåã倿ããããã®æ å ±ã¯ãæ³äººæ å ±ã«ã¯å«ãŸããªããã
解説
ãäŒæ¥DBã«ååšããé ç®ããšããããã®é ç®ã®ãæ¥åäžã®å©çšçšéããããã«æ³äººæ å ±ããå ¥æã§ããæ å ±ãäžèšã®ããã«æŽçããŸãã
| äŒæ¥DBã«ååšããé ç® | æ¥åäžã®å©çšçšé | æ³äººæ å ±ããå ¥æ |
|---|---|---|
| æ¥çš® | åªéæéå€å®ã«å©çš | |
| æ³äººçš®å¥ | åªéæéå€å®ã«å©çš | |
| äŒæ¥åïŒæŒ¢åïŒ | æå±äŒæ¥ç®¡çã«å©çš | ã |
| äŒæ¥åïŒã«ãïŒ | æå±äŒæ¥ç®¡çã«å©çš | ã |
| 代衚æ°å | ||
| è³æ¬é | åªéæéå€å®ã«å©çš | |
| åŸæ¥å¡æ° | åªéæéå€å®ã«å©çš | |
| éµäŸ¿çªå· | ||
| æåšå° | äŸé Œè©Šéšã®çŽåå ãšããŠå©çš | ã |
| 代衚é»è©±çªå· |
ãæ¥åäžå©çšããŠããããã€ãæ³äººæ å ±ããå ¥æãã§ããªãïŒããã€ããŠããªãïŒæ å ±ããããŸãã®ã§ããããã®æ å ±ã¯å¥éå ¥æããå¿ èŠãããããŸãã
ïŒïŒïŒæ¬æäžã®äžç·â¡ã®ã±ãŒã¹ãšããŠäºã€ã®ã±ãŒã¹ãèãããããäžã€ã¯ãæ³äººç»èšããçŽåŸã§æ³äººæ å ±ããŸã æäŸãããŠããªãäŒæ¥ãå©çšããã±ãŒã¹ã§ãããããäžã€ã®ã±ãŒã¹ã15åå ã§è¿°ã¹ã
è§£ç
åäººäºæ¥è ãåããŠå©çšãã
解説
äŒæ¥ãã¹ã¿ã«ã¯ãåäººäºæ¥äž»ããç»é²ããŠãããããã®æ å ±ã¯æ³äººæ å ±ãªã©ãããå ¥æã§ããªãããã åäººäºæ¥è ãäŒæ¥ãã¹ã¿ã«ç»é²ããŠããæšã¯ãïŒïŒïŒäŒæ¥æ å ±åã³äºæ¥ææ å ±ã®ç»é²ïŒæ°èŠå©çšã®äŒæ¥ãªã©ã®å Žåãã®ç¬¬äºæ®µèœæåŸã«
åäººäºæ¥è ã®å ŽåããäŒæ¥æ å ±ãšããŠç»é²ããæ³äººçš®å¥ã«ã¯ãå人ããèšå®ãã
ãšèšèŒãããŠããã
èšåïŒ
ïŒïŒïŒã·ã¹ãã å·æ°åŸã®å©çšè ãã¹ã¿ã§æ°ãã«å¿ èŠã«ãªãæ å ±ãäºã€ãããäžã€ã¯ããããŸã§äŒæ¥ãã¹ã¿ã§ç®¡çããŠããäºæ¥ææ å ±ã§ãããããäžã€ã®æ å ±ã25å以å ã§è¿°ã¹ãã
è§£ç
ã¯ã³ã¿ã€ã ã®PIN(IPAè§£ç)å©çšè ãä»®ç»é²ãæ¬ç»é²ããèå¥ããæ å ±
解説
å©çšè ãã¹ã¿ã«ç®¡çããé ç®ãïŒãšæããŸãããä»ã«è¿œå ã§ç®¡çããå¿ èŠã®ããé ç®ããªãããããããæ£è§£ãšæãããã(2021/6/27远èš) ã·ã³ãã«ã«èããŠããã£ãããã§ãã
ïŒïŒïŒãªã³ã©ã€ã³ã§ã®å©çšè æ å ±ã®ç»é²ã«ã€ããŠãaã«å ¥ããåå¥ãçãã
è§£ç
æ³äººçªå·
解説
äŒæ¥ãäžæã«ç¹å®ããããŒãå¿ èŠãšãªãã該åœããã®ã¯ãæ³äººæ å ±ãµãŒãã¹ããå ¥æã§ãããæ³äººçªå·ãã®ã¿
ïŒïŒïŒæ¬æäžã®äžç·â¢ã®äœ¿çšã«ãŒã«ãšã¯äœãã30åå ã§è¿°ã¹ã
è§£ç
ä»ã®å©çšè ã®å©çšè ã«ãŒããåããŠå©çšããããšã¯çŠæ¢ããŠãã
解説
ã«ãŒã«ã«é¢ããèšè¿°ã¯P.3ãïŒïŒïŒå©çšè æ å ±ã®ç»é²åã³å©çšã«ãŒãã®çºè¡ïŒæ°èŠå©çšè ã®å ŽåïŒãã®ç¬¬äºæ®µèœã«
ä»ã®å©çšè ã®å©çšè ã«ãŒããåããŠå©çšããããšã¯çŠæ¢ããŠãã
ãšèšè¿°ãããã
ã·ã¹ãã ã¢ãŒããã¯ã 什åïŒå¹ŽååŸïŒ åïŒãé éæ å ±ç®¡çã·ã¹ãã ã®æ¹å
ãèšåïŒ
ïŒïŒïŒåååå Žæãžã®é éäºå®æå»ãèšç®ããããã«ãé é端æ«ããé éã·ã¹ãã ã«é£æºããŠããæ å ±ãäºã€ãããã©ã®ãããªæ å ±ãããããã15å以å ã§è¿°ã¹ãã
è§£ç
| é éé åºã®æ å ± |
| é éè»äž¡ã®æ å ± |
解説
ãïŒïŒïŒé 鿥åãã«èšèŒãããŠãããæç€ºãããŠããèš³ã§ã¯ãªããããã®äºã€ä»¥å€ã«åè£ãšãªãæ å ±ããªãã
ïŒïŒïŒæ¹åèŠæãæºããããã«éç¥ãããæ¬æäžã®äžç·â ã®æ å ±ãšã¯äœããäºã€æãããããã10å以å ã§çããã
è§£ç
| äŸé Œäž»ã®æ å ± |
| é éå¡ã®æ å ± |
解説
[å® é ãµãŒãã¹ã®æ¹åèŠæ]ã«èšèŒãããŠãããã®ã®ãã¡ãé éåã«éç¥ã§ããã®ã¯ãã®äºã€
ïŒïŒïŒæ¬æäžã®a,bã«å ¥ããé©åãªå 容ããããã20å以å ã§è¿°ã¹ãã
è§£ç
| a | åé éåžææ¥åœæ¥ |
| b | é éåžææé垯ã®åä»ç· åæå»çµéåŸ |
解説
[çŸè¡ã®æ¥åã®æŠèŠ]ãããé 鿡件倿Žã«é¢ããèšè¿°ãæ¢ããP.10ïŒïŒïŒåé éå仿¥åã§ã¯
åé éåžææ¥ãåœæ¥ã§ããã€åé éåžææé垯ã®åä»ç· åæå»çµéåŸã¯ãåé éåžæã¯åãä»ããªã
ãšèšèŒãããŠããã[æ¹ååŸã®é éã·ã¹ãã ã®æ°æ©èœ]ã®ïŒïŒïŒé 鿡件倿޿©èœã¯åé éã«ã€ããŠãèæ ®ãå¿ èŠãªããããã®ãŸãŸè§£çããã
èšåïŒ
ïŒïŒïŒé éå¡ããé éç¶æ³ãå ¥åããã±ãŒã¹ã远å ããããšã§å®çŸã§ããæ¹åèŠæã¯äœãã30å以å ã§è¿°ã¹ã
è§£ç
äžåšé£çµ¡ç¥šã確èªããªããŠãåé éäŸé Œãã§ããããã«ããŠã»ãã
解説
远å ããã±ãŒã¹ã¯é éç¶æ³ããæ åœåºåå€ããšãäžåšé£çµ¡æžãã«å€æŽãããšããäºã€ã ããããã®é éç¶æ³ã«ã€ããŠã®èšè¿°ãæ¢ããš[æ¹ååŸã®é éã·ã¹ãã ã®æ°æ©èœ]ïŒïŒïŒäžåšé£çµ¡ç¥šéç¥æ©èœã«
é éç¶æ³ã"äžåšé£çµ¡æž"ã«ã¿ã€ãã³ã°ã§ãäžåšé£çµ¡ç¥šã®å 容ãå±ãå 顧客ã«éç¥ããã
ãšèšèŒãããŠããã ã€ãŸããé éç¶æ³ããäžåšé£çµ¡æžãã«ããã¿ã€ãã³ã°ã§å±ãå 顧客ã«éç¥ããããããšã§ãäžåšé£çµ¡ç¥šã確èªããªããŠãåé éäŸé Œãã§ããããã«ãªãã
ïŒïŒïŒååå Žæãé éå¡ã®æ åœåºåå€ã«æå®ãããå Žåã«ãé éç¶æ³ã®å€æŽãé éå¡èªèº«ã宿œããŠããçç±ã¯äœãã30å以å ã§è¿°ã¹ãã
è§£ç
æ åœåºåå€ãã©ããã¯é éå¡ãã倿ã§ããªããã
解説
æ åœåºåã«é¢ããèšè¿°ã¯ã[çŸåšã®æ¥åã®å 容]ïŒïŒïŒé 鿥åãã®åé ã«èšèŒãããŠãããæ åœåºåã¯é éã·ã¹ãã ã«ç»é²ãããŠããããé éå¡ã¯èªåã®æ åœåºåãææ¡ããŠããã
ïŒïŒïŒæ¬æäžã®cã«å ¥ããé©åãªé éç¶æ³ãçããããŸãããã®é éç¶æ³ã«å€æŽãããå Žåã«çŸåšè¡ã£ãŠããªãäœæ¥ãé éå¡ãå¶æ¥æã§è¡ãå¿ èŠããããã©ã®ãããªäœæ¥ãè¡ãã®ããäœæ¥å 容ã35å以å ã§è¿°ã¹ãã
è§£ç
| c | å¶æ¥æå庫ä¿ç®¡ |
| äœæ¥å 容 | å¶æ¥æã«æ»ã£ãéã«ãè·ç©ãä»åãæ¥åã«ç§»ã |
解説
ã·ã¹ãã ã¢ãŒããã¯ã 什åïŒå¹ŽååŸïŒ åïŒãèè³ããè°ã¯ãŒã¯ãããŒã®æ§ç¯
èšåïŒãæ¬æäžã®äžç·â ã«ãã£ãŠãããæ¥åã®äžéšã®äœæ¥ãäžèŠã«ãªããäžèŠã«ãªãæ¥åã30å以å ã§è¿°ã¹ã
è§£ç
è€æ°ã®ã·ã¹ãã ãæäœããå¿ èŠãªæ å ±ãåç §ã»åºåããæ¥å
解説
P.14ã[çŸè¡ã®èè³ããè°ã®æ¥å]ïŒïŒïŒããè°æžäœææ¥åãã«èšèŒããã
èšåïŒ
ïŒïŒïŒæ¬æäžã®äžç·â¡ã®æ¡ä»¶ã衚ïŒäžã®ãã¡ã€ã«åãšå±æ§ãçšããŠ40å以å ã§è¿°ã¹ãã
è§£ç
æ¡ä»¶ãã¡ã€ã«ã®èè³åžæéé¡ãåºãã¡ã€ã«ã®æ±ºæžå¯èœéé¡ãè¶ ããå Žå
解説
æ¬éšã®åä»å æ åœè ãå«ãæ¡ä»¶ãåãåé¡ãã[çŸè¡ã®èè³ããè°ã®æ¥å]ïŒïŒïŒããè°æžå仿¥åãã®æçµæ®µèœã«èšèŒãããã
ïŒïŒïŒæ¬æäžã®äžç·â¢ã®æ¡ä»¶ã衚1äžã®ãã¡ã€ã«åãšå±æ§ãçšããŠ40å以å ã§è¿°ã¹ã
è§£ç
æ ä¿è©äŸ¡ã·ã¹ãã ã®è©äŸ¡æ¥ããæ ä¿è©äŸ¡ãã¡ã€ã«ã®è©äŸ¡æ¥ãããæ°ããã£ãå Žå
解説
ã[çŸè¡ã®èè³ããè°ã®æ¥å]ïŒïŒïŒããè°æžå仿¥åãã®æçµæ®µèœçŽåã«èšèŒã
ïŒïŒïŒã¢ã©ãŒã éç¥æ©èœã«ãã£ãŠè§£æ±ºãããçŸç¶ã®åé¡ç¹ã¯äºã€ãããäžã€ã¯ãåäžé¡§å®¢ã®å¥æ¡ä»¶ã®èª¿æ»ã§ç¢ºèªããå»¶æ»çºçãªã©ã«ãã顧客ã®ä¿¡çšæ Œä»ã®å€åã«ãæ¡ä»¶æ åœè ãå³åº§ã«æ°ä»ããªãããšã§ãããããäžã€ã®åé¡ç¹ã25å以å ã§è¿°ã¹ã
è§£ç
ç®æšææ¥ã®å°æ¥ã«æ°ä»ããæéãè¶ éããããšãããã
解説
[çŸç¶ã®åé¡ç¹]ããæ¢ãåºãã°ãæ¯èŒç容æã«è§£çã§ãã
ïŒïŒïŒaã«å ¥ããåå¥ã10å以å ã§çããã
è§£ç
| a | åºå¹¹ã·ã¹ãã |
解説
ä¿¡çšæ Œä»æ å ±ãã©ã®ã·ã¹ãã ã«ä¿åãããŠããããæ¢ããšãã[çŸè¡ã®èè³ããè°ã®æ¥å]ïŒïŒïŒããè°æžäœææ¥åãã®äžæ®µã«èšèŒãããã
èšåïŒã[远å èŠæãžã®å¯Ÿå¿]ã«ã€ããŠãæ¬æäžã®äžç·â£ã®æ¡ä»¶ã¯äžã€ãããäžã€ã¯"æ¡ä»¶çªå·ãè©²åœæ¡ä»¶ã®æ¡ä»¶çªå·ãšç°ãªãããš"ã§ãããä»ã®äºã€ã®æ¡ä»¶ãã衚1äžã®æ¡ä»¶ãã¡ã€ã«ã®å±æ§ãçšããŠãããã35å以å ã§è¿°ã¹ãã
è§£ç
| 顧客çªå·ãè©²åœæ¡ä»¶ã®æ¡ä»¶ãã¡ã€ã«ã®é¡§å®¢çªå·ãšåäžã§ããããš |
| æ¡ä»¶ãã¡ã€ã«ã®æ¡ä»¶ã¹ããŒã¿ã¹ããæ±ºè£ãåã¯ãè¬çµ¶ã以å€ã§ããããš (IPAè§£ç)æ¡ä»¶ã¹ããŒã¿ã¹ããåä»ããäœæäžãåã¯ãåä»äžãã§ããããš |
解説
ãåã顧客ã§äžŠè¡ã§ããè°ãããŠããè€æ°ã®æ¡ä»¶ãã®æœåºæ¡ä»¶ãèšèŒãããå顿äžã«èšèŒãããŠã¯ããªãããSQLãæãæµ®ãã¹ãã°æ¯èŒç容æã«è§£çã§ãããšæãããã
ã·ã¹ãã ã¢ãŒããã¯ã 什åïŒå¹ŽååŸïŒ åïŒãIoT,AIãæŽ»çšããæ¶åãããã
èšåïŒ
ïŒïŒïŒæ¬æäžã®a,bã«å ¥ããé©åãªåå¥ãçãã
è§£ç
| a | é£è¡æ©åç£èŠãããã |
| b | æ³šæ°Žç®æš |
解説
â€ã«èšèŒãããŠããæç« ãåç §ããªããé©åãªæèšãæœåºãã
ïŒïŒïŒè€æ°ã®æŸæ°Žããããã®éçšã«ã€ããŠãçŸæã·ã¹ãã ãæ¯èŒããŠNFRã·ã¹ãã ã§å€§ããå€ãããæ¹åã§ããããšã¯äœãã35å以å ã§äžã€è¿°ã¹ã
è§£ç
æŸæ°Žããããã飿ºããŠãè¿ éã«æ¶ç«æŽ»åãè¡ãããšãã§ãã (IPAè§£ç)1å°ã®æ¬éæä»€è ã§è€æ°ã®ãããããæäœã§ããããã«ãªãããš
解説
[çŸè¡ã·ã¹ãã ã®åé¡ç¹]ããæç²ãäžè¬è«çãªããšããæãæµ®ãã°ããããŸãèªä¿¡ãªãã§ãã (2021/6/27远èš) 倧äœå 容ã¯åãã§ãããæžãæ¹ãéãã®ã§äœµèšèŽããŸããã
ïŒïŒïŒæ¶é²æ¬éšã®ãµãŒããä¿æããæ¶å察象æœèšã®æ å ±ãšããŠãæ§é å³ãå±éºç©ã®çš®é¡ãšéãªã©ãããããããã®æ å ±ãæŽ»çšããç®çã¯äœãã15å以å ã§çããã
è§£ç
æ¶ç«ã«æ°Žãçšãããæ³¡ãçšããããæ±ºãã
解説
åã®4ã®åé ã«äžèšã®éãèšèŒãããã
貯èµããç©è³ªã«ãã£ãŠã¯ãæ¶ç«ã«æ³¡ãçšãããªã©
ãã£ãŠãå±éºç©ã®çš®é¡ã«ãã£ãŠã¯æ¶ç«æ¹æ³ã倿ããå¿ èŠãããããšãåããã
èšåïŒ
ïŒïŒïŒNSCè£ çœ®ã¯ãæ¶é²æ¬éšã®ãµãŒããä¿æããæ¶å察象æœèšã®æ å ±ãçšããŠé害ç©ãåé¿ãããªããé£è¡æ©åç£èŠãããããé£è¡ãããŠããããã®ãšããé£è¡ã«ãŒãã®å®å šæ§ã確ä¿ããããã«ãããã«å¿ èŠãšãªãæ å ±ã¯äœãã25å以å ã§å ·äœçã«è¿°ã¹ãã
è§£ç
颚å颚éãæŸå°ç±éã®æ å ±(IPAè§£ç)æ¶å察象æœèšã®åšèŸºã®é£è¡å¯èœãªå Žæã®æ å ±
解説
衚2ã®é£è¡æ©åç£èŠããããã®ã»ã³ãµéšåã«èšèŒãããŠããå 容ãå¿ èŠãšæããããããŸãèªä¿¡ã¯ãªãã§ãã (2021/6/27远èš) 芳ç¹ãéããŸããã®ã§ãIPAè§£çã«ä¿®æ£èŽããŸããã
ïŒïŒïŒæ¶é²æ¬éšã®ãµãŒããä¿æããæ å ±ãšé£è¡æ©åãããããååŸããããŒã¿ãšãAIæè¡ã§åŠçããããšã§æåŸ ã§ããããšã¯äœãã30å以å ã§è¿°ã¹ã
è§£ç
ç«çœã®ç¶æ³ãåæããé©åãªæŸæ°Žäœçœ®ãæ³šæ°Žç®æšãæç€ºããã
解説
ãæåŸ ã§ããããšããšããåé¡ãªã®ã§ãé¢é£ããé ç®ãšããŠã[æ°ããªã·ã¹ãã ã«ãããåçµæ¹éãšéçºç®æšãã«çç®ããããããŠãAIæè¡ã«é¢ããç®æšã¯P.22ãïŒïŒïŒå¹æçãªæ¶ç«æŽ»åãç®æããã«èšèŒãããŠããéãã
ïŒïŒïŒèªåŸé£è¡ã«ããç£èŠãç¶ç¶ããŠãããšããç«çœç¶æ³ã®å€åãèŠèœãšããªãããã«ããã«ã¯ãã©ã®ããã«é£è¡ãããã¹ããã»30å以å ã§è¿°ã¹ã
è§£ç
ç«çœçŸå Žå šäœã®ç¶æ³ãææ¡ããããã®åšåé£è¡
解説
衚ïŒé£è¡æ©åç£èŠããããã®èª¬æææžã«èšèŒ
èšåïŒãNSCè£ çœ®ã®å©çšã«ã€ããŠ
ïŒïŒïŒåããããã®ã»ã³ãµããåŸãããããŒã¿ãæä»€ã®ããã®ããŒã¿ãæ¶é²æ¬éšã®ãµãŒãã«èç©ããŠããããµãŒãã«èç©ãããããŒã¿ãåŠçãããšããã»ã³ãµããåŸãããããŒã¿ãæä»€ã®ããã®ããŒã¿ã察å¿ãããããã«å¿ èŠãªæ å ±ã¯äœããäºã€çããã
è§£ç
æå»æ å ± |
äœçœ®æ å ± |
解説
ããã¯ã¯ããããŸããã§ãããããããŸãã
ïŒïŒïŒè€æ°ã®æŸæ°Žãããããéçšããå ŽåãåæŸæ°ŽãããããæŸæ°Žäœçœ®ãå®ããããããã®æ°Žæºã決å®ããããã®ãšããã©ã®ãããªããšãèæ ®ããªããã°ãªããªããã40å以å è¿°ã¹ãã
è§£ç
æŸæ°ŽãããããšæŸæ°Žäœçœ®ã300m以å ã§ãå šãŠã®æŸæ°Žãããããæ°Žæºãšæ¥ç¶ã§ããããšãããã³åããããã®èµ°è¡ã«æ¯éããªãããš
解説
ãæ°Žæºãšã®æ¥ç¶ããããããã®èµ°è¡ãåæ¹ã®èгç¹ã§ã®è§£çã§ãªããšäžæ£è§£ãšæãããŸããéšåç¹ã¯ããããã
è§£çã¯ä»¥äžãšãªããŸãã ãããã§ããã§ãããããæ¬è©Šéšã«èšãããã«å匷ãããŠããæ¹ã§ããã°ãè€æ°åè§£ããŠ8å²ä»¥äžåŸç¹ã§ããããã« åé¡ã®è§£ãæ¹ã詊éšã®çã«ãªããŠãããšããã§ãã ãã£ããå匷ããã°å¿ ãåŸç¹ã¯äŒžã³ãŸãïŒé·ãéã®ããããããŸããããäžæ©ãã€é²ãã§ãããŸãããã
éå»åã®è§£èª¬ããè«ææ·»åãªã©ãèå³ãããŸãããäžèšãŸã§ãååãäžããã









