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AAAI2020報告
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ninhydrin
March 26, 2020
Research
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AAAI2020報告
ninhydrin
March 26, 2020
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Transcript
"""*ใࠂ :PLPTIJNB,VSB
"""*ࢀՃใࠂ """*ʹௌߨͷҝʹࢀՃ 0SBMɺ1PTUFSؔͳ͘ҹʹͬͨͷ͔ͭຕʹ·ͱ·ΔจΛग़དྷΔ͚ͩհ ΘͣؾʹͳΔͷΛ݁ߏ෯͘ฉ͍͖ͯͨ WJTJPOدΓ͚ͩͲ 7JTJPO 4FBSDI
/FVSBMOFUTUIFPSZ 'BDFSFDPHOJUJPOͳͲ ྲྀߦΓͱ͍͏Θ͚Ͱͳ͍ͱࢥ͏͕ɺʮ(MPCBM$POUFYUʯΛଟࣖ͘ʹͨ͠ ը૾શମͷҙຯతͳಛ "VUP&ODPEFSܕͷωοτϫʔΫͷϘτϧωοΫ෦͕ͦΕʹͨΔ (MPCBMDPOUFYUΛ্खʹѻ͏͜ͱ͕݁Ռͷ࣭վળʹॏཁͦ͏
(BUFE'VMMZ'VTJPOGPS4FNBOUJD4FHNFOUBUJPO '$/ʹΑΔ4FNBOUJD4FHNFOUBUJPO খ͍͞ࡉ͍ΦϒδΣΫτ͕ফ໓͢Δ ୯७ʹϨϕϧಛͱߴϨϕϧಛΛͨ͠ΓDPODBUͨ͠Γͯ͠Έ߹ΘͤΔͱใաଟ QJYFMຖʹ༗༻͔Λஅ͢Δ(BUFE'VMMZ'VTJPO ('' ΛఏҊ 9J
J㱠M ͷ֤ಛ(M͕খBOE(J͕େͷͱ͖࠾༻͞ΕΔ ϐΫηϧຖ 9MͷಛΑΓ9Jͷಛͷํ͕༗༻ (''͚ͩͩͱ(MPCBM$POUFYU͕Γͳ͍ %FOTF/FUͷΑ͏ʹͯ͠ߴϨϕϧͷಛΛԿར༻͢Δ େ͖ͳΦϒδΣΫτʹ༗ޮ D ͷॳΊೖྗCBDLCPSOͷग़ྗखલΛ1ZSBNJE1PPMJOHͨ͠ͷ -CBDLCPOF͔Βநग़ͨ͠GFBUVSFNBQͷ૯ɻਤͩͱ- 9MM൪ͷGFBUVSFNBQ (MM൪ͷGFBUVSFNBQʹର͢Δͷήʔτɻ(JTJHNPJE XJ∗9J 9JBOHUBJ-J )PVMPOH;IBP -FJ)BO :VOIBJ5POH 4IBPIVB5BO ,VJZVBO:BOH 'JH &R
5FMM.F8IBU5IFZ`SF)PMEJOH8FBLMZ4VQFSWJTFE0CKFDU%FUFDUJPOɹ XJUI5SBOTGFSBCMF,OPXMFEHFGSPN)VNBOPCKFDU*OUFSBDUJPO CPVOEJOHCPY CCPY ͱ͔ͷBOOPUBUJPODMBTTMBCFM͚ΑΓߴίετ ਓؒͱػցͰݕग़ͷํ͕ҧ͏ɻྫ͑ӈͷࣸਅ ػցۣܗΛग़ྗ ਓؒਓ͕͍࣋ͬͯΔΦϒδΣΫτͱͯ͠දݱ
σʔλͷগͳ͍ΦϒδΣΫτΛXFBLMZTVQFSWJTFEͰݕग़ ਓؒͱͷؔΛར༻͢Δ ͦͷͨΊʹਓؒͷBDUJPOWFSC͕ඞཁʢͦͷਓ͕Կͯ͠Δ͔ʣ 3FMBUJPOBM3FHJPO1SPQPTBM/FUXPSL 331/ ΛఏҊ PCKFDUMPDBMJ[BUJPOͷBUUFOUJPONBQΛग़ྗ ਖ਼ղσʔλͷCCPY͔Βੜͨ͠(BVTTJBONBQΛڭࢣͱֶͯ͠श σʔληοτΛ%4 OPOSBSF ͱ%5 SBSF ʹׂ %4Λͬͯී௨ʹ%FUFDUPSͱ331/Λֶश %5Λ͏࣌ɺ331/ͷग़ྗΛ(5ͱͯ͠%FUFDUPSΛֶश ࣮ࡍͷ༧ଌ࣌%FUFDUPSͷΈΛ͏ ֤ը૾ʹϥϕϧͱͯ͠ WFSC CCPY DMBTT ͕ඞཁ WFSCͷϥϕϧ͚CCPYͷBOOPUBUJPOΑΓίετ %BFTJL,JN (ZVKFPOH-FF +JTPP+FPOH /PKVO,XBL 'JH 'JH
4PGUNBY%JTTFDUJPO5PXBSET6OEFSTUBOEJOH*OUSBBOE*OUFSDMBTT 0CKFDUJWFGPS&NCFEEJOH-FBSOJOH TPGUNBYͷ JOUFSDMBTTTJNJMBSJUZ͕ݮগ͢ΔʹͭΕJOUSBDMBTTTJNJMBSJUZͷݮগ͕ࢭ·Δ Ϋϥε͕ଟ͍ͱ࣌ؒɺϝϞϦίετ͕େ͖͘ͳΔ ௐࠪͯ͠ΈΔͱ4PGUNBYMPTTΛతؔͱͨ͠ͱ͖ JOUFSDMBTTTJNJMBSJUZ͕૿େ͢Δͱ࠷దԽ͕ऴྃ͢Δ
JOUSBDMBTTTJNJMBSJUZͷ૿Ճଓ͚ͯཉ͍͠ JOUSBDMBTTTJNJMBSJUZ͕ݮগ͢Δ ਖ਼ղΛͯΒΕͯΔ ͱ࠷దԽ͕ऴྃ͢Δ JOUFSDMBTTTJNJMBSJUZͷݮগଓ͚ͯཉ͍͠ ͜ΕΒͷΛղܾ͢Δ%4PGUNBYΛఏҊ JOUFSDMBTTTJNJMBSJUZͷ߲Λఆʹ͢Δ JOUFSDMBTTTJNJMBSJUZΛਖ਼ଇԽͱͯ͠MPTTʹՃ 4PGUNBYͷɹɹɹɹɹɹΛ,Ϋϥεશ෦ܭࢉ͢Δඞཁ͋Δʁ /Pɻௐ͕ࠪͨ͠ϥϯμϜʹબͨ͠ΫϥεఔͰͳ͠ -BORJOH)F ;IPOHEBP8BOH :BMJ-J 4IFOHKJO8BOH *OUSBDMBTTTJNJMBSJUZ *OUFSDMBTTTJNJMBSJUZ &R &R
.JT$MBTTJpFE7FDUPS(VJEFE4PGUNBY-PTTGPS'BDF3FDPHOJUJPO Α͋͘ΔNBSHJOCBTFEͳ4PGUNBYMPTT ਖ਼ղҎ֎ͷΫϥεͷใΛΘͳ͍ ҟͳΔΫϥεؒͷϚʔδϯಉ͡ ޡࣝผͨ͠αϯϓϧΛదԠతʹڧௐͯ͠ௐ͢Δ.JTDMBTTJpFE7FDUPS(VJEFE4PGUNBY .74PGUNBY ΛఏҊ ޡྨ͞ΕͨαϯϓϧʹUSBJOΛूதͤ͞Δ
.74PGUNBYMPTT ॏཁͳͷ UϋΠύϥͰɺUͷͱ͖4PGUNBYͱՁ *LΫϥεྨΛؒҧ͑ͨͱ͖ͰͦΕҎ֎Ͱ ͜ͷI BEBQUJWFͳϚʔδϯͱݟΕΔ ".4PGUNBYͱ͔"SD4PGUNBYͱ͔ͱͷΈ߹ΘͤͰ͖Δ NOϚʔδϯύϥϝʔλ PS 9JBPCP8BOH 4IJGFOH;IBOH 4IVP8BOH 5JBOZV'V )BJMJO4IJ 5BP.FJ &R &R
3.3'%FGPDVT#MVS%FUFDUJPOWJB3FDVSSFOUMZ3FpOJOH.VMUJ4DBMF 3FTJEVBM'FBUVSFT طଘͷযϘέϒϥʔݕग़Ͱͷ MPXMFWFMGFBUVSFͩͱߏతʹΒ͔ͳͷ͔ϘέͨҝʹΒ͔ͳͷ͔Θ͔Βͳ͍ (MPCBM$POUFYUΛޮՌతʹ͑ͣɺίϯτϥετ෦͕ϒϥʔͱͯ͠ޡݕग़͞ΕͨΓഎܠ͕ཚΕͨΓ͢Δ SFDVSSFOUMZSFpOJOHNVMUJMBZFSSFTJEVBMGFBUVSFT
3.3' ΛఏҊ CBDLCPSO͔ΒಘΒΕ֤ͨGFBUVSFΛVQTBNQMF͠DPODBUͨ͠"HHSFHBUFE.VMUJMFWFM%FFQ'FBUVSFT ".%' ͜Ε(MPCBM$POUFYUͱߟ͑ΒΕΔ ͜ͷ".%'Λ͍ͳ͕Βղ૾ຖʹϚοϓͷվળΛ܁Γฦ͢ˠৗʹը૾શମͷใΛѻ͑Δ ֤ղ૾͝ͱʹதؒը૾ͱਖ਼ղը૾ͷࠩΛֶश͢Δ3FTJEVBM3FpOFNFOU.PEVMF 33. $IBOH5BOH 9JOXBOH-JV 9JO[IPOH;IV &O;IV ,VO4VO 1JDIBP8BOH -J[IF8BOH "MCFSU;PNBZB 'JH
"DDFMFSBUJOHBOE*NQSPWJOH"MQIB;FSP6TJOH1PQVMBUJPO#BTFE5SBJOJOH "MQIB;FSPڧ͍͕Ϧιʔε͕େྔʹඞཁͰϋΠύϥαʔννϡʔχϯάݫ͍͠ 1PQVMBUJPOCBTFEUSBJOJOH 1#5 ΛఏҊ 1 ͷQPQVMBUJPOΛ༻ҙ͢Δ
͜ͷΤʔδΣϯτͷத͔ΒϥϯμϜʹϖΞ࡞ΓTFMGQMBZ ૯ϓϨΠ"MQIB;FSPͱಉ͡ ଟ༷ੑ͕ߴ·Δ ଞϓϨΠϠʔͷऑΛ୳Γ͍͢ ϋΠύϥ࠷దԽ͢Δ MFBSOJOHSBUFͱWBMVFMPTTSBUF "MQIB(P"MQIB(P;FSPͰ&WBM͠ͳ͍ ஔ͖͑ͷΈ 1#5ͰBHFOU͍ΔͷͰ&WBMେࣄ ऑ͍ΤʔδΣϯτڧ͍ΤʔδΣϯτͰஔ͖͑Δ ԼҐ BHFOU Λ্ҐͷύϥϝʔλͰஔ͖͑ ઁಈ ϋΠύϥಉ༷ͷஔ͖͑ ڧ͞ʹDZDMFͱ͔͕ग़Δ͔ˠ૯ΓͰճͣͭରઓͯ͠ධՁ YғޟͰ"MQIB;FSPମͱൺֱ ͪΐͬͱྫ֎͕͋ͬͨXJOSBUFҎ্ 15#ମʹରͯ͠ମগͳ͘ͳ͍͔ʁɹˠͰ"MQIB;FSP͜ΕͰܭࢉίετഒ YғޟͰ&-'0QFO(PWʹͷউ pOFUVOJOHͬΆ͍͜ͱͯ͠ΔͷͰͪΐͬͱൺֱ͠ʹ͍͘ WBMVFMPTTSBUF 5J3POH8V 5JOH)BO8FJ *$IFO8V &R
%ZOBNJD*OTUBODF/PSNBMJ[BUJPOGPS"SCJUSBSZ4UZMF5SBOTGFS TUZMFUSBOTGFSϞσϧʹରͯ͠TUZMFɺ/TUZMFɺNVMUJTUZMF͕͋Δ ҰൠతʹϞσϧNVMUJTUZMF എܠ่͕ΕΔ 7((ͱ͔Λ༻͢ΔͷͰॏ͍ ΤοδσόΠε͕ݫ͍͠ %ZOBNJDJOTUBODFOPSNBMJ[BUJPO
%*/ ΛఏҊɻ JOTUBODFOPSNͱEZOBNJDDPOW "EB*/ͷΑ͏ͳ"⒏OFUSBOTΛਓ͕ܾΊͨλΠϓͷOPSNͷ҉ͷ੍ TUZMFFODPEFSͱDPOUFOUFODPEFSಉ͡ߏΛ͍࣋ͬͯΔ FODPEFSಛ͕நग़Ͱ͖Δ7((ͷΑ͏ͳෳࡶͳߏʢΤοδσόΠεͰݫ͍͠ %*/ΛఏҊ GEZOBNJDDPOWPMVUJPO 'T͔Β8ͱCΛੜͯ͠DPOW ˠ*/"EB*/%*/ͷTQFDJBMDBTFͱߟ͑Δ͜ͱ͕ग़དྷΔ طͷελΠϧอଘͰ͖Δ GΛม͑Ε༷ʑͳDPOWΛద༻Ͱ͖Δ DIN(Fc , Fs ) = f[Fs , IN(Fc )] :POHDIFOH+JOH 9JBP-JV :VLBOH%JOH 9JODIBP8BOH &SSVJ%JOH .JOHMJ4POH 4IJMFJ8FO 'JH 'JH &R
6MUSBGBTU1IPUPSFBMJTUJD4UZMF5SBOTGFSWJB/FVSBM"SDIJUFDUVSF4FBSDI طଘͷQIPUPTUZMFUSBOTGFSQPTUPSBOEQSFQSPDFTT͕ඞཁ QPTUQSPDFTT͕ඞཁͳ͘ɺߴͳ1IPUP/FUΛఏҊ ͨͩͷ"VUP&ODPEFSͷCPUUMFOFDL෦Ͱ8$5Ͱม͢ΔͷΛCBTFMJOFͱͯ͠NPEVMFͷղੳ *NBHF/FUͰֶशࡁΈ7((ΛFODPEFSʹ͢Δ 'FBUVSF"HHSFHBUJPO֤ϨϕϧͷಛΛDPODBUɻEFUBJM͕͔ͬ͠Γ͢Δ 4LJQMJOLTLJQʹΑͬͯม͕ແࢹ͞ΕΔ lTIPSUDJSDVJUzQIFOPNFOPO
6/FUͷTLJQ෦ʹ8$5ͱ*/ΛೖΕΔ ֶशεςοϓʹ͔ΕΔ $4UFQɹओʹTUZMFUSBOTGFSͷֶश 14UFQɹ/FVSBM"SDIJUFDUVSF4FBSDIͰߴԽ ࣭తʹ405"ʹඖఢͭͭ͠ɺߴ B +JF"O )BPZJ9JPOH +VO)VBO +JFCP-VP 'JH 'JH
"EBQUJWF$POWPMVUJPOBM3F-6T 3F-6QSPCMFN ͍͔ͭ͘ͷχϡʔϩϯ͕ೋͱൃՐ͠ͳ͍ ͷχϡʔϩϯͷൃՐ͖͍͠χϡʔϩϯຖʹܾ·ͬͨൣғ͕͋Δɹˠɹ3F-6ͱҧ͏ಈ͖ "EBQUJWF3F-6 J֤Ϣχοτͷ൪߸ɻВMFBSOBCMF Ϣχοτຖʹಠཱ͖͍ͨ͠͠Λͭ
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*OUFSBDUJWF'JDUJPO(BNFT"$PMPTTBM"EWFOUVSF ੈͷதΠϯλϥΫςΟϒ͕ෆՄܽ ݱࡏ߈ུ͞Ε࢝ΊͯΔͷ(Pͱ͔"UBSJͱҧ͏ ;PSLͳͲͷ*OUFSBDUJWFpDUJPO *' HBNFTΛ͍ͬͯ͜͏ ίϚϯυϥΠϯͰͷΠϯλϥΫςΟϒ ʮ&YBNJOFNFʯͷΑ͏ʹܾΊΒΕͨ୯ޠͷΈ߹Θ͕ͤΞΫγϣϯ
͠͞ $PNCJOBUPSJBM"DUJPO4QBDF w ୯ޠ͕ݸͰ୯ޠ·ͰͳͷͰcc㲈CJMMJPO $PNNPOTFOTF3FBTPOJOH w ਓؒ伴͕͔͔ͬͨശΛݟ͚ͭΕײతʹ伴͕ඞཁͳͷ͕Θ͔Δ ,OPXMFEHF3FQSFTFOUBUJPO wϚοϓͷҠಈ͕͋ΓɺϚοϓΛهԱͭͭ͠ݱࡏΛ͓֮͑ͯ͘ඞཁ͕͋Δ 0QFO"*(ZNͷΑ͏ͳ*'(BNFͷڥΛఏڙ +FSJDIP 5FNQMBUF%2/ΛఏҊ ʮUBLF˓GSPN˓ʯͷΑ͏ͳςϯϓϨʔτΛ༻ҙ ༻͢ΔςϯϓϨʔτɺͦ͜ʹೖΔ୯ޠΛͦΕͧΕ༧ଌ ߦಈۭؒΛNJMMJPO·ͰݮΒͨ͠ .BUUIFX)BVTLOFDIU 1SJUIWJSBK"NNBOBCSPMV .BSD"MFYBOESF$ÔUÉ 'JH 'JH
4FQBSBUFJO-BUFOU4QBDF6OTVQFSWJTFE4JOHMF*NBHF-BZFS4FQBSBUJPO ୯Ұը૾͔ΒҟͳΔࢹ֮తଐੑΛ͍ͨ͠ র໌ࣹͳͲ σʔληοτΛूΊΔͷࠔ BOOPUBUJPO ֤υϝΠϯͷσʔληοτ͋Δ
VOTVQFSWJTFETJOHMFJNBHFMBZFSTFQBSBUJPOΛఏҊ λʔήοτSFqFDUJPOTFQBSBUJPOͱJOUSJOTJDJNBHFEFDPNQPTJUJPO ͨͩͭ͠ͷԾఆ ใڞ༗ͷҰ؏ੑ w ʮը૾͕ͭͷMBZFSʹग़དྷΔը૾͔Β֤υϝΠϯݻ༗ͷಛྔΛநग़Ͱ͖Δʯͣ w ͦΕͳΒʮಛʹม͢ΔFODPEFSͱը૾Λ෮ݩ͢ΔEFDPEFSΛݟ͚ͭΕͰ͖Δʯ ϨΠϠʔͷಠཱੑ wಉ͡υϝΠϯͷಛؒͷڑEПͱҧ͏υϝΠϯͷಛؒͷڑEСʹ͍ͭͯEПEС w͜ͷԾఆEПΛ࠷খԽɺEСΛ࠷େԽ͢ΕຬͨͤΔ ͢Δ͚Ͳ͖Ε͍ʹ͔ΕΔอূͳ͍ˠ("/MPTT B :VOGFJ-JV 'FOH- 'JH 'JH
(MPCBM$POUFYU"XBSF1SPHSFTTJWF"HHSFHBUJPO/FUXPSLGPS4BMJFOU 0CKFDU%FUFDUJPO طଘͷ'$/CBTFEͳख๏ ߴϨϕϧͷಛͱϨϕϧͷಛͷΈ߹ΘͤͰ͖ͳ͍ TFNBOUJDͱBQQFBSBODF (MPCBMDPOUFYUΛແࢹ (MPCBM$POUFYU"XBSF1SPHSFTTJWF"HHSFHBUJPO/FUXPSL
($1"/FU ΛఏҊ 3FT/FU͕FODPEFS෦ CPUUMFOFDL෦͕(MPCBM$POUFYU )" )FBE"UUFOUJPO DIBOOFMXJTFBUUFOUJPOͰใΛऔࣺબ͢Δ '*" 'FBUVSF*OUFSXFBWFE"HHSFHBUJPO MPXMFWFMɺIJHIMFWFMɺ(MPCBM$POUFYUΛࠞͥΔ 43TFMGSFpOFNFOUͰɺ'*"Ͱܽམͨ͠ϚεΫͷ݀ͳͲΛվળͳͲ͢Δ ;VZBP$IFO 2JBORJBO9V 3VONJO$POH 2JOHNJOH)VBOH 'JH 'JH