マッチングサービスにおける機械学習導入の実際 / Actual implementation of machine learning in matching service

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Copyright © 2018 eureka, Inc. All rights reserved. ຊ೔࿩͢͜ͱɾ࿩͞ͳ͍͜ͱ 3 ࿩͢͜ͱ ػցֶशɾσʔλαΠΤϯε෼໺ʹ͓͚Δઐ೚ϝϯόʔ͕͍ͳ͍8FC ϕϯνϟʔʹ͓͚Δػցֶशಋೖʹؔ࿈͢Δ͓࿩ɻ ಋೖʹ͋ͨΓߟྀͨ͜͠ͱɾൃੜͨ͠໰୊ ػցֶशʹؔ࿈͢ΔػೳΛ։ൃɾಋೖ͢Δ૊৫ʹ͍ͭͯ ࿩͞ͳ͍͜ͱ ࣮ࡍʹಋೖ͍ͯ͠ΔػցֶशϞσϧͷ۩ମతͳಛ௃ྔɾਫ਼౓

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Copyright © 2018 eureka, Inc. All rights reserved. ࣗݾ঺հ 6 ೥݄גࣜձࣾγεςϜܭըݚڀॴ৽ଔೖࣾ  ˠ)1$ɾػցֶशܥͷਓ͸͝ଘ͔͡΋͠Ε·ͤΜɻ $ ݚम ήʔϜରઓΞϧΰϦζϜ   $.'$ ݚम 8BUFS'BMM։ൃશϓϩηε   $/&581' ϓϥϯτ؂ࢹγεςϜ डୗ։ൃ   $/&5 $$-* ूத࣏ྍࣨͷҩࢣɾ؃ޢࢣ޲͚ۀ຿γεςϜ ࢦࣔ฽ɾ ؃ޢه࿥౳ ࣗࣾ੡඼   ˠओʹ8JOEPXT/BUJWF'SPOUFOE։ൃʹैࣄ  ˠ͔೥͘Β͍ʹࣾ಺ษڧձͰ(1(16ʹ͍ͭͯ঺հͯ͠੝Γ্͛ͨ ͷ͕ջ͔͍͠ɻ

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Copyright © 2018 eureka, Inc. All rights reserved. ࣗݾ঺հ 7 ೥݄גࣜձࣾ౦ٸϋϯζʹ૯߹৬ͱͯ͠த్ೖࣾ  *5෦໳഑ଐલఏͷ࠾༻   ˠݱ$*0ମ੍ʹͳ͔ͬͯΒͷத్࠾༻ࣾһୈ߸ɻ ೥݄ϋϯζϥϘגࣜձࣾઃཱͱಉ࣌ʹग़޲ɺ೥݄ΑΓస੶ɻ ࣗࣾ&$αΠτεϚʔτϑΥϯΞϓϦͷαʔόαΠυ  CBTI1)14FSWFS4JEF "84 #FBOTUBML %ZOBNP%# 4/4 424ʜ   ࣾ಺اըϝϯόʔͱڠྗձࣾͱاը͔ΒҰମͱͳͬͨ։ൃɻ  ˠ8FCαʔϏεɺΦʔφʔγοϓΛ࣋ͬͯ։ൃ͢Δ͜ͱʹର͢Δڧ͍ڵຯΛ ࣋ͭΑ͏ʹͳΔɻ

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Copyright © 2018 eureka, Inc. All rights reserved. ࣗݾ঺հ 8 ೥݄גࣜձࣾΤ΢ϨΧೖࣾ (PݴޠʹΑΔ1BJSTαʔόαΠυͷ։ൃʹओʹܞΘΔɻ  Πϯϑϥ΋গ͠୲౰ɻ BTB43&UFBNNFNCFS   ࣗ෼΋εϖγϟϦετܥ৬ೳ͕ͩɺΑΓϋΠϨϕϧͷΞϓϦέʔγϣϯΤϯ δχΞͷϚωδϝϯτ΋୲౰ɻ  ٕज़ઓུɾઓज़ʹ͍ͭͯ$50ͱٞ࿦͢Δ͜ͱ΋ଟ͍ɻ

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Τ΢ϨΧɾ1BJSTͷ͝঺հ

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10 ձࣾ֓ཁ ձ໊ࣾ ɹגࣜձࣾΤ΢ϨΧFVSFLB *OD ૑ۀ ɹ೥݄೔ ظ໨ ܦӦਞ ɹ$&0ɹɹɹɹɹɹɹɹɹੴڮ४໵ɹɹɹɹ ɹ$10$.0ɹɹɹɹɹɹதଜ༟Ұ ɹ$50ɹɹɹɹɹɹɹɹۚࢠ৻ଠ࿠ ɹ71PG(MPCBM&YQBOTJPOɹߑऎӬ ɹ'JOBODF%JSFDUPSɹɹɹɹ"OESFX#BEIBN ࣄۀ಺༰ ɹࣗࣾαʔϏεͷاըɾ։ൃɾӡӦ ɹɾΦϯϥΠϯɾσʔςΟϯάɾαʔϏεʮ1BJSTʯ ɹɾΧοϓϧઐ༻ΞϓϦʮ$PVQMFTʯ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy

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11 ͢΂ͯͷਓ͕ɺਓੜͷՄೳੑΛ୓͍͍͚ͯΔੈքΛ࡞Δɻ 5PDSFBUFBXPSMEXIFSFFWFSZPOFDBONBYJNJ[FUIFJSMJGF`TQPUFOUJBM CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy Τ΢ϨΧͷϛογϣϯ

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12 ച্ਪҠͱࣄۀมભ 2010೥ 2011೥ 2012೥ 2013೥ 2014೥ 2015೥ 2016೥ 2017೥ ϝσΟΞࣄۀ ޿ࠂ୅ཧࣄۀ डୗ։ൃࣄۀ ޿ࠂ୅ཧࣄۀ डୗ։ൃࣄۀ ࣗࣾϓϩμΫτ ࣗࣾϓϩμΫτ ࣗࣾϓϩμΫτ ࣗࣾϓϩμΫτ डୗఫୀ $&0ަ୅ M&A ୆࿷ਐग़ ؖࠃਐग़ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy

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13 Ϛονάϧʔϓʹ͍ͭͯ αʔϏεల։ࠃɾݴޠ ࣌Ձ૯ֹ 10ԯυϧ גՁ ˈ ݄ ݄ ݄ ݄ ݄ ݄ ݄ ݄ ݄ ݄ ݄ ݄ ݄ ."6 6,000ສMAU ʜ Ҏ্ͷαʔϏεΛੈքʹల։ NASDAQΑΓ 190ϲࠃ42ݴޠ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy

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14 CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy ͔͚͕͑ͷͳ͍ਓͱͷग़ձ͍ΛੜΈग़͠ɺ ೔ຊɺΞδΞʹσʔςΟϯάจԽΛఆணͤ͞Δɻ 5PIFMQQFPQMFpOEUIFJSMJGFQBSUOFSBOENBLFEBUJOHTFSWJDFTBTPDJBMOPSNJO+BQBOBOE"TJB Τ΢ϨΧͷϏδϣϯ

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15 ૊ʹ૊͕ΦϯϥΠϯͰग़ձ͏ʢ64ʣ ୅දతͳαʔϏε ւ֎ͷΦϯϥΠϯɾσʔςΟϯάࢢ৔ ˞೥64"50%":ௐ΂ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy

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16 ೔ຊͷΦϯϥΠϯɾσʔςΟϯάࢢ৔ ૊ʹ૊͕ΦϯϥΠϯͰग़ձ͏ ࢢ৔ن໛ͷਪҠ 250 500 750 1,000 2015 2016 2017 2018 2019 2020 2021 2022 2023 ˞ϦΫϧʔτϒϥΠμϧ૯ݚʢ೥ʣௐ΂ ˞ϚονϯάΤʔδΣϯτσδλϧΠϯϑΝΫτʢ೥ʣௐ΂ ୯Ґԯԁ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy 852ԯԁ 374ԯԁ

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1BJSTʹ͍ͭͯ 17

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4PVUI,PSFB Japan Taiwan No.1 2017 release No.1 18 1BJSTʹ͍ͭͯ ల։ࠃ ̐ͭͷϓϥοτϑΥʔϜ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy

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19 1BJSTͷن໛ ձһ਺ͷਪҠ 2,000,000 4,000,000 6,000,000 8,000,000 2012 2013 2014 2015 2016 2017 2018 +1 58 ,3 1BJSTͰ࿀ਓ͕Ͱ͖ͨਓ਺ʢ೔ຊʣ ྦྷܭϚονϯά਺ʢ೔ɾ୆ɾؖʣ 5,600ສ૊ 12,500 25,000 37,500 50,000 2014 2015 2016 2017 45,395 37,385 28,246 2,396 ˞ୀձऀΞϯέʔτΑΓ ೥ਪܭೖ੶ऀ਺ʢ೔ຊʣ ਪܭ18,500ਓ ˞೔ຊɺ୆࿷ɺؖࠃ૯ܭ ˞ୀձऀΞϯέʔτΑΓ ೥ޙʹ݁ࠗͨ͠ɾ͢Δ༧ఆͷׂ߹ʢ೔ຊʣ ˞ୀձऀΞϯέʔτΑΓ 6% 45% 28% 21% ͍݁ࠗͯ͠Δ ݁ࠗͷ༧ఆ͕͋Δ ͍݁ࠗͨ͠ͱߟ͍͑ͯΔ ͳ͍ 49% CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy ສਓ ಥഁ

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20 αʔϏε֓ཁར༻ํ๏ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy ొ࿥

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20 αʔϏε֓ཁར༻ํ๏ ͕͢͞ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy ొ࿥

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20 αʔϏε֓ཁར༻ํ๏ ͕͢͞ ͓૬खͷϓϩϑΟʔϧ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy ొ࿥

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20 αʔϏε֓ཁར༻ํ๏ ͕͢͞ ͓૬खͷϓϩϑΟʔϧ ͍͍Ͷʂ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy ొ࿥

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20 αʔϏε֓ཁར༻ํ๏ ͕͢͞ ͓૬खͷϓϩϑΟʔϧ Ϛονϯά ͍͍Ͷʂ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy ొ࿥

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20 αʔϏε֓ཁར༻ํ๏ ͕͢͞ ͓૬खͷϓϩϑΟʔϧ ϝοηʔδ Ϛονϯά ͍͍Ͷʂ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy ొ࿥

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21 αʔϏε֓ཁ҆৺҆શͷ࢓૊Έ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy ҆৺҆શͷ؅ཧମ੍ ొ࿥ ݕࡧɾϚονϯά ϝοηʔδަ׵ ࣮ࡍʹձ͏ ഉআ ഉআ ഉআ ෆਖ਼ͳར༻ऀ ਖ਼౰ͳར༻ऀ ˙γεςϜʹΑΔϑΟϧλϦϯά σόΠεೝূΛ༻͍ͯొ࿥Λ؂ࢹ ˙'BDFCPPLϩάΠϯ  ೥ྸ֬ೝ  ɹࡀະຬΛഉআ  ަࡍεςʔλε֬ೝ  ɹަࡍத΍݁ࠗͷεςʔλεͷਓΛഉআ ༑ୡ਺Λ֬ೝ  ѱಙۀऀΛഉআ ˙4.4ೝূ ˙ΦϖϨʔλγεςϜʹΑΔ؂ࢹ  ϓϩϑΟʔϧจষࣸਅͷ౤ߘલݕӾ ˙γεςϜʹΑΔϑΟϧλϦϯά  "*Λ༻͍ͯར༻ऀͷߦಈΛ؂ࢹ ˙ΧελϚʔέΞ  ύτϩʔϧ  ΧελϚʔαϙʔτ    ˙ར༻ऀ͔Βͷҧ൓ใࠂ ˙ΦϖϨʔλʹΑΔ೥ྸ֬ೝ ϝοηʔδલʹެతূ໌ॻͰ೥ྸ֬ೝ ˙ΦϖϨʔλγεςϜʹΑΔ؂ࢹ  ϝοηʔδจষࣸਅͷ౤ߘલݕӾ    ˙γεςϜʹΑΔϑΟϧλϦϯά  "*Λ༻͍ͯར༻ऀͷߦಈΛ؂ࢹ  ˙ΧελϚʔέΞ  ύτϩʔϧ  ΧελϚʔαϙʔτ    ˙ར༻ऀ͔Βͷҧ൓ใࠂ ۀքॳ ମ੍ 9ਓ 27ਓ 7ਓ εʔύʔόΠβʔ ϓϩμΫτνʔϜ ΦϖϨʔλʔ ࣌ؒ೔ৗறɾΠϯϋ΢ε ͰͷΧελϚʔέΞମ੍

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22 ࿀Ѫʹ͓͚ΔΠϯαΠτ ʮ࿀Ѫ΍݁ࠗΛͨ͘͠ͳ͍Θ͚ ɹͰ͸ͳ͍͕ɺΊΜͲ͍͘͞ɻʯ 1BJST͸Ͳ͏ද͞ΕΔ͔ʁ ʮ؆୯ʹ͔͚͕͑ͷͳ͍૬खΛݟͭ ɹ͚Δʹ͸ɺϖΞʔζ͕͍ͪ͹Μɻʯ 1BJST͸ͲͷΑ͏ʹ ࿀ѪମݧΛมֵ͍͔ͯ͘͠ʁ zετϨεϑϦʔͳ࿀Ѫମݧz ʮ࿀Ѫ͸ΊΜͲ͘͘͞ͳ͍ɻʯ CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy

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1BJSTαʔόαΠυγεςϜߏ੒

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Copyright © 2018 eureka, Inc. All rights reserved. 1BJSTͷγεςϜߏ੒ 24 ϒϥ΢β൛͸ 1$41 4JOHMF1BHF"QQMJDBUJPO "OHVMBS+45ZQF4DSJQU (PݴޠʹΑΔαʔόαΠυ࣮૷ "1* όονɺ؅ཧը໘ɺܾࡁɺ৹ࠪ ৹ࠪͷػցֶश෦෼ͷΈ1ZUIPO ׬શͰ͸ͳ͍΋ͷͷϚΠΫϩαʔϏεԽΛ͢͢Ί͍ͯΔɻ ར༻͍ͯ͠Δ"84ίϯϙʔωϯτ͸ɺΑ͘ރΕ͍ͯΔ΋ͷ$PEFܑఋ ͋·ΓτϦοΩʔͳߏ੒ʹ͸͍ͯ͠ͳ͍ɻ γεςϜͷෳࡶ౓Λෆཁʹ্͛ͳ͍͜ͱΛΑ͠ͱ͢Δ43&νʔϜͷจԽ γεςϜΤϯτϩϐʔΛখ͘͞อͭ͜ͱΛྑ͠ͱ͢Δɻ

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Copyright © 2018 eureka, Inc. All rights reserved. 1BJSTͷٕज़ελοΫ 28 $JSDMF$* $* $PEF#VJME #VJMEBOE%FQMPZNFOU $PEF%FQMPZ #VJMEBOE%FQMPZNFOU 5FSSBGPSN 1BDLFS 5FOTPSqPX .BDIJOF-FBSOJOH "NB[PO4BHF.BLFS 4PNF.BDIJOF-FBSOJOH4BB4 FUDʜ

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Copyright © 2017 eureka, Inc. All rights reserved. 29 1BJSTͷ։ൃνʔϜɾ։ൃϑϩʔ ఏڙՁ஋ϕʔεͷϓϩμΫτνʔϜฤ੒ 69վળɺ$3.౳ ֤νʔϜʹΤϯδχΞɾσβΠφʔɾσΟϨΫλʔͱ͍ͬͨҟͳΔ৬छ͕ ॴଐɻ 43&νʔϜ͸Πϯϑϥ͚ͩͰͳ͘ɺΞϓϦέʔγϣϯͷج൫తͳ෦෼΋୲ ౰ɻ ϓϩμΫτνʔϜ͕௚઀తͳՁ஋ఏڙʹूதͰ͖ΔΑ͏ʹɻ ΞδϟΠϧίʔνͷαϙʔτͷ΋ͱɺ։ൃϓϩηε͸εΫϥϜΛ࠾༻ɻ ίʔυ؅ཧʹ͸(JU)VCΛ༻͍ɺϒϥϯνઓུ͸(JU)VCqPXΛ࠾༻ɻ ෦෼తʹϞϒϓϩάϥϛϯάΛ࣮ࢪɻ

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Copyright © 2017 eureka, Inc. All rights reserved. 30 1BJSTͷ։ൃνʔϜɾ։ൃϑϩʔ 1BJST೔ຊ൛ͱւ֎൛͸αʔόαΠυͷίʔυϕʔεΛڞ༗͠ͳ͕Β΋ɺ ผࣄۀ෦ɾผνʔϜͱͯ͠׆ಈ͍ͯ͠Δɻ 43&νʔϜΛ͸͡Ίɺ#* #VTJOFTT*OUFMMJHFODF νʔϜɺ2" 2VBMJUZ "TTVSBODF νʔϜɺ$500⒏DFνʔϜ͸ࣄۀ෦Λԣஅͯ͠։ൃ΍ͦͷαϙʔ τΛߦ͏ɻ

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Copyright © 2018 eureka, Inc. All rights reserved. ΞϓϦέʔγϣϯͷϏϧυͱσϓϩΠ 32 4MBDLCPUΛ༻͍ͯ$PEF#VJME $PEF%FQMPZΛॱ࣍ൃՐͤ͞Δ͜ͱͰ࣮ ࢪɻ NBTUFSʹϚʔδ͞ΕͨΒࣗಈσϓϩΠ౳͸ݱࡏߦ͍ͬͯͳ͍ɻ ७ਮʹٕज़తͳ؍఺Ͱ͸ɺ͜Ε͕Մೳͳঢ়ଶ͸อ͍ͬͯ͘΂͖ͱ͸ߟ ͍͑ͯΔɻ ๏త͋Δ͍͸Ψόφϯε্ঝೝऀʹΑΔঝೝ͕ແ͍ͱߋ৽ෆՄೳͳ෦ ෼ͷमਖ਼ͷରԠͳͲ΋͋ΔͨΊɺ͜ͷΑ͏ʹ͍ͯ͠Δɻ

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1BJSTʹ͓͚Δػցֶशར༻

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౤ߘ৹ࠪ

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Copyright © 2018 eureka, Inc. All rights reserved. ػցֶशΛ༻͍ͨ౤ߘ৹ࠪγεςϜ 36 4BB4Λ༻͍ͯ࡞੒ͨ͠ػցֶशϞσϧΛద༻͠ɺϢʔβ͕ੜ੒͢ΔςΩε τΛࣗಈ৹ࠪɻ ࣗݾ঺հɺϝοηʔδɺֶྺৄࡉ΍৬ۀৄࡉɺझຯͳͲͷࣗ༝هड़શͯ ͜ΕΒछผຖʹϞσϧΛ࡞੒ɻ ػցֶशʹͯૹ৴/( 1PTJUWF ͱ൑ఆ͞ΕͨςΩετ͸ɺࣾ಺ΧελϚʔ έΞϝϯόʔ͕؅ཧը໘͔Β৹ࠪ͠ɺ৹ࠪΛґཔ͢Δɻ Ҏલ͸ڠྗձࣾͱσʔλ࿈ܞΛ͠ɺಉ༷ʹߦ͍ͬͯͨɻ

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Copyright © 2018 eureka, Inc. All rights reserved. ػցֶशΛ༻͍ͨ౤ߘ৹ࠪγεςϜ 37 'BMTF1PTJUJWFͷׂ߹ͷ૿େ͸Ұఆڐ༰ 'BMTF/FHBUJWF ຊདྷૹ৴ͯ͠͸͍͚ͳ͍ςΩετ͕0,൑ఆ͞ΕΔ Λ࠷ খԽ͢ΔΑ͏ʹϞσϧΛνϡʔχϯά͍ͯ͠Δɻ Ϣʔβʹͱͬͯෆշͳίϯςϯπͷ࿐ग़ΛۃখԽ͢Δ͜ͱ͕ɺϏδωε ্ͷࢸ্໋୊ͱ͍͏΂͖՝୊ɻ ϧʔϧϕʔεͷࣗಈ৹ࠪϩδοΫ΋ซ༻͍ͯ͠Δɻ

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Pairs Text Moderation System In-house Customer Care

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Copyright © 2018 eureka, Inc. All rights reserved. ػցֶशʹΑΔ৹ࠪΛಋೖͯ͠ಘΒΕͨ΋ͷ 40 ৹ࠪͷίετ࡟ݮ ڠྗձ༷ࣾͷίετ ࣾ಺ΧελϚʔέΞͷਓతίετ ௚઀తʹΤϯυϢʔβʔ΁ͷՁ஋ఏڙͱ͸ͳΒͳ͍͕ɺΑΓྑ͍αʔϏ εӡӦͷͨΊͷ଍৔ΛݻΊΔɻ ৹ࠪ׬ྃ·Ͱͷ͕࣌ؒେ෯୹ॖ ෼୯Ґ͔Βඵ୯Ґ΁ Ϣʔβͷߦಈ͕৹ࠪ଴ͪʹΑΓఀࢭ͢Δ͜ͱ͕ݮগ ௚઀తͳΤϯυϢʔβʔ΁ͷՁ஋ఏڙ

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Copyright © 2018 eureka, Inc. All rights reserved. ػցֶशʹΑΔ৹ࠪΛಋೖͯ͠ಘΒΕͨ΋ͷ 41 ϚΠΫϩαʔϏεߏஙʹؔ͢Δ஌ݟ ϞϊϦγοΫߏ੒͔Βͷ෼཭࣌ʹ͓͚Δ%#Ҡߦʹؔ͢Δࠔ೉Λ࣮ײ σʔλྔ Ҡߦʹ൐͏αʔϏεఀࢭظؒ ࢀরઌͷαʔϏε͕ΤϥʔɾγεςϜμ΢ϯ࣌ʹϑΣʔϧηʔϑʹɻ ৹ࠪαʔϏε͕Τϥʔ࣌͸ਓؒʹΑΔ৹ࠪʹϑΥʔϧόοΫ ಉ౳ॲཧ͕ϞϊϦγοΫߏ੒Ͱ͋ͬͨ࣌ͱൺֱͯ͠ͷΦʔόʔϔουɻ ؅ཧը໘͔ΒͷେྔͷΞΫηεʹ)551Λհͨ͠3&45GVM"1*Ͱ͸ٻ ΊΔύϑΥʔϚϯε͕ಘΒΕͳ͍ɻ

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Copyright © 2018 eureka, Inc. All rights reserved. ػցֶशʹΑΔ৹ࠪΛಋೖͯ͠ಘΒΕͨ΋ͷ 42 ػցֶशΛؚΊͨࣗಈԽख๏ͷదࡐదॴ ΞϧΰϦζϜΛม͑Ε͹ਫ਼౓͸౰વมΘΔɻ ϧʔϧϕʔεͰ΍Δ΂͖ਪ࿦ର৅σʔλ΋͋ΓɺػցֶशʹΑΔਪ࿦ͱ ϧʔϧϕʔε൑ఆΛ෼ׂ౷࣏๏తʹ૊Έ߹Θ࣮ͤͯߦ͢ΔͱΑΓ๬·͠ ͍݁Ռ͕ಘΒΕΔɻ Ϗδωε্࠷େͷ੒Ռ͕ग़ͤΔ͜ͱ͕࠷༏ઌɻ lػցֶशzͱশ͞ΕΔख๏ʹͩ͜ΘΓ͗ͯ͢͸͍͚ͳ͍ɻ

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ෆਖ਼Ϣʔβରࡦ

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Copyright © 2018 eureka, Inc. All rights reserved. ػցֶशʹΑΔෆਖ਼Ϣʔβݕ஌γεςϜ 44 ϢʔβͷϓϩϑΟʔϧ΍ɺαʔϏε಺ͰͷৼΔ෣͍౳͔Βಛ௃ྔΛܾΊɺ 5FOTPS'MPX౳Λ࢖༻ֶͯ͠श͠ϞσϧΛ࡞੒ɻ όονॲཧʹͯର৅ͷϢʔβͷৼΔ·͍͔Βෆਖ਼ϢʔβͰ͋Δ͔Ͳ͏͔Λ ਪ࿦ɻ ਪ࿦݁Ռ͸ΧελϚʔέΞʹ4MBDLͰ௨஌͞ΕɺҰ࣍ରԠ͕ߦΘΕΔɻ

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։ൃମ੍ɾਓࡐ

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Copyright © 2018 eureka, Inc. All rights reserved. 1BJSTʹ͓͍ͯ୭͕ػցֶशΛ࣮૷͍ͯ͠Δ͔ 48 αʔόαΠυΞϓϦέʔγϣϯΤϯδχΞͷ৬ೳ͕γχΞΫϥεҎ্ϝϯόʔ਺໊ ೥຤ͷ࣌఺ʹ͓͍ͯɺ࠾༻ʹ͓͍ͯ͜Ε·ͰػցֶशΤϯδχΞ΍σʔλαΠΤϯ ςΟετͱ͍͏৬छΛ໌ࣔతʹืूͯ͠͸͍ͳ͔ͬͨɻ ݱঢ়ɺҎԼΛͭҎ্ຬ͍ͨͯ͠Δϝϯόʔ͕ؔ܎͍ͯ͠Δɻ ΞϓϦέʔγϣϯΤϯδχΞͱͯ͠ͷ৬ೳ͕ඇৗʹߴ͍ɻ ΞϓϦέʔγϣϯ͕Ͳ͜ʹͲΜͳσʔλΛ͔࣋ͭΛख़஌͍ͯ͠Δɻ ਺ֶ΍਺ֶతͳߟ͑ํ ͳ͍͠͸Պֶతࢥߟ๏ ΛҰఆҎ্ཧղ͍ͯ͠Δɻ͋Δ͍͸ֶश ʹ఍߅͕ͳ͍ɻ ໌֬ʹҙਤ͍ͯͨ͠Θ͚Ͱ͸ͳ͍͕ɺ݁Ռͱͯ͠ɺઐ೚ऀͱͯ͠Ͱ͸ͳ͘։ൃ͢ΔͨΊʹඞ ཁͳ޿ൣͳٕྔͱઐ໳ੑͷߴ͔͞Βɺ4BB4Λར༻͢Δ৔߹Ͱ΋্هΛຬͨ͢γχΞΫϥεҎ ্ͷϝϯόʔ͕த৺ͱͳͬͨɻ

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Copyright © 2018 eureka, Inc. All rights reserved. ػցֶशϓϩδΣΫτʹదͨ͠ਓࡐͱ͸ 50 ҎԼͷ༷ͳਓࡐΛൈṅ͢Δ͜ͱ͕Ұͭͷํ๏ɻ ཧՊܥग़਎Ͱ਺ֶతɾՊֶతࢥߟ๏ʹ਌͠Έ͕͋Δɻ ৺ཧֶɺࣾձֶͳͲग़਎Ͱ౷ܭֶʹ਌͠Έ͕͋Δɻ σʔλΛ٬؍తࣄ࣮ͱͯ͠ѻ͍ɺͦΕΛ΋ͱʹࣄۀ΍ϓϩδΣΫτΛਪਐͰ͖Δɻ ಉ࣌ʹɺ͜ΕΒͷਓࡐͷڧΈΛ׆͔͢ମ੍ͷߏங΋ඞཁɻ ্هͷ༷ͳϝϯόʔͷόοΫάϥ΢ϯυʹ͍ͭͯɺࣄۀ෦͕ਓࣄʹ໰͍߹Θͤͯ౴͑ ΒΕΔ͔ɻࣾ಺ͷਓࡐΛ༗ޮʹ׆༻Ͱ͖͍ͯΔ͔ʁ σʔλΛ׆༻͢ΔͨΊͷจԽɾମ੍ߏஙͷͨΊʹಈ͚Δਓһ͕ɺϛυϧҎ্͔Β໾һ ڃʹ͍Δ͔ɻ ޿ٛͷσʔλ෼ੳจԽΛࠜ෇͔ͤΔͨΊͷث͕ͳ͍ͱɺࣦഊʹऴΘΔՄೳੑ͕ߴ͍ɻ

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Copyright © 2018 eureka, Inc. All rights reserved. ػցֶशपลͷٕज़ͱؔΘΓํ՝୊ղܾϕʔεͷ؍఺ 51 ୹ظʙதظͷఏڙ͢΂͖Ձ஋ΛϕʔεʹɺՄೳͳݶΓ੒Ռ͕ग़΍͍͢΍Γ ํͰண࣮ʹ΍͍ͬͯ͘ɻ ౰ͨΓલ͕ͩϢʔβʔετʔϦʔϕʔεͰ՝୊ઃఆΛ͢Δ͜ͱ͕ॏཁɻ ͨͩͰ͑͞ݟੵ΋Γ͕ͿΕ΍͍͢λεΫʹͳΓ͕ͪͰ͋Δ͜ͱΛ౿·͑ Δɻ ௕ظʹΘͨͬͯϢʔβʹ௚઀Ձ஋ఏڙͰ͖ͳ͍ͱɺαʔϏε։ൃऀͱ͠ ͯ͸ඇৗʹͭΒ͍ɻ

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Copyright © 2018 eureka, Inc. All rights reserved. ػցֶशपลͷٕज़ͱؔΘΓํ՝୊ղܾϕʔεҎ֎ͷ؍఺ 52 ൓໘ɺٕज़తνϟϨϯδ΍3%తͳಈ͖΍ߟ͑ํ͕ϝϯόʔʹͱͬͯඞཁͳ෼໺Ͱ΋͋Γɺ ྑ͍ҙຯͰखஈΛ໨తԽͯ͠։ൃΛߦ͏͜ͱ΋·ͨඞཁɻ ϚʔέοτΠϯతൃ૝ͷΈͰ͸ࠔ೉ͳ͜ͱ΋͋Δɻ ૊৫ͷجૅྗͷఈ্͛ͷ؍఺͔Βɺ௚઀త͋Δ͍͸Ϛωʔδυͳ՝୊ղܾखஈΛ୶ʑͱ׆ ༻͢Δ͚ͩͰ͸ෆ଍Λײ͡ΔϑΣʔζɻ Ϗδωεϝϯόʔʹͱͬͯɺػցֶश͕ۜͷ஄ؙʹݟ͑ͯ͠·͍ͬͯΔ࣌΋͋Δɻ ϚωʔδυΛ࢖͍͜ͳ͚ͩ͢Ͱͳ͋͘Δఔ౓ݪཧΛཧղ্ͨ͠ͰਐΊ͍͔ͯͳ͍ͱɺ وॏͳσʔλʹໝ૝Λ·Ϳͨ͠(BSCBHF͕ग़དྷ্͕ͬͯ͠·͏ɻ ͦΕΏ͑ɺਪਐ͢Δٕज़ϝϯόʔ͸खஈͱͦͷ໨తԽʹର݈ͯ͠શͳߟ͑ํΛ࣋ͯΔ Α͏ʹ͠ɺ੒ՌΛग़ͭͭ͠ݪཧΛཧղ͠ɺ௕ظతͳՁ஋ͷΞ΢τϓοτΛ࠷େԽ͢Δඞ ཁ͕͋Δɻ

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Copyright © 2018 eureka, Inc. All rights reserved. ػցֶशपลͷٕज़ͱؔΘΓํϚωδϝϯτɾड͚ೖΕ৚݅ 53 ΦʔιυοΫεͳεΫϥϜͰ͸εέδϡʔϧ؍఺ͰͷϚωδϝϯτΛߦ͍ʹ͍͘ɻ ਪ࿦Ϟσϧͷ૊ΈࠐΈͳͲͷλεΫ͸໰୊ͳ͍͕ɺֶशϑΣʔζ·Ͱ͸ܭࢉ࣌ؒΛ ཁ͠ɺ͔ͭࢼߦࡨޡ͕ඞͣൃੜ͢ΔͨΊɻ ϓϩδΣΫτͷ׬ྃ৚݅ͷܾఆ͕೉͍͠ɻ ྫ͑͹໨ඪਫ਼౓Λͱ͢Δͱͯ͠΋ɺ౰ॳ໨ඪୡ੒ͷͨΊʹ͸൒೥͔͔Δ͕ɺ िؒܦա࣌఺Ͱୡ੒ͳΒ͹ϲ݄ͰՄೳͱ͍͏͜ͱ͕൑໌ͨ͠৔߹Λߟ͑Δɻ Λϲ݄Ͱɺͱ͍͏໨ඪʹมߋ͢Δ͔ɺ͋͘·Ͱͷਫ਼౓Λ௥ٻ͢Δ͔ɻ ͦͷΑ͏ͳ໰୊Λ൑அ͠࠷ऴҙࢤܾఆ͢Δ৔߹ͷਖ਼֬͞ΛͲͷΑ͏ʹ޲্ͯ͠ Ώ͘΂͖͔ɻҙࢤܾఆऀΛͲͷΑ͏ʹαϙʔτͯ͠Ώ͘΂͖͔ɻ

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·ͱΊ

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Copyright © 2018 eureka, Inc. All rights reserved. ·ͱΊ 56 1BJSTͷΞϓϦέʔγϣϯΠϯϑϥ͸ɺൺֱతރΕͨΦʔιυοΫεͳߏ੒ ͱ͍ͯ͠Δɻ 1BJSTʹ͓͚Δػցֶशؔ࿈ͷऔΓ૊Έʹ͍ͭͯɻ Ձ஋ఏڙ͸ৗʹߦ͍ͭͭɺద੾ʹखஈΛ໨తԽ͠ɺ3%ͱ૊৫ʹجૅͷ ஌ݟΛ஝ੵͤͯ͞Ώ͚ΔΑ͏ͳମ੍Λܧଓ͢Δɻ ϓϩδΣΫτϚωδϝϯτͷ؍఺͔Β͸ɺී௨ͷΞϓϦέʔγϣϯ։ൃ Ҏ্ʹෆ࣮֬ੑͱ޲͖߹͍ͳ͕ΒਐΊΔ͜ͱ͕ॏཁɻ ػցֶशɾσʔλαΠΤϯεͷઐ೚ਓࡐ͕͍ͳ͚Ε͹ɺࠓ͍Δ஥ؒͷ͏ͪ ൺֱతదੑ͕͋Δਓʹ೚ͤͯΏ͘ͱΑ͍ɻ

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Copyright © 2018 eureka, Inc. All rights reserved. 8FBSFIJSJOH 57 Τ΢ϨΧͰ͸ɺڞʹಇ͘஥ؒΛืू͍ͯ͠·͢ʂ ϏδωεΞφϦετ #*5FBN σʔλϚωδϝϯτΤϯδχΞ #*5FBN αʔόαΠυΤϯδχΞ 1SPEVDU5FBNPS43&5FBN 43&ΤϯδχΞ 43&5FBN ηΩϡϦςΟΤϯδχΞ νʔϜ্ཱͪ͛੹೚ऀ ৘γεΤϯδχΞ $500⒏DF ଞͷ৬छ΋ืू͓ͯ͠Γ·͢ʂIUUQTFVSFKQDBSFFST