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LLMで複雑な検索条件アセットから脱却する!! 生成的検索インタフェースの設計論

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December 09, 2025

LLMで複雑な検索条件アセットから脱却する!! 生成的検索インタフェースの設計論

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po3rin

December 09, 2025
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  1. ಈతϑΝηοτੜ੒%ZOBNJD'BDFUJOH  24 Ϣʔβʔͷจ຺ʹ߹ΘͤͯɺϑΝηοτͱͦͷཧ༝Λ දࣔ͢Δํ๏͸ɺMicrosoftͷʮGuidelines for Human-AI Interactionʯʹଇͨ͠ઓུͰ΋͋Δɻ • G4:

    Show contextually relevant information. (จ຺ʹ ؔ࿈͢Δ৘ใΛදࣔ͢Δ) • G11: Make clear why the system did what it did. (γ εςϜ͕ͳͥͦͷΑ͏ʹಈ࡞ͨ͠ͷ͔Λ໌֬ʹ͢Δ) https://www.microsoft.com/en-us/research/publication/guidelines-for-human-ai-interaction/ --.ˍ4FBSDI.FFUVQ
  2. ᐆດੑͷ෼ྨ 26 ෼ྨ આ໌ Lexical Ambiguity ෳ਺ͷҙຯΛ࣋ͭݴ༿ɻྫɿʮbankʯ͸ۜߦʁ઒؛ʁ Intent Ambiguity Ϣʔβʔͷൃݴ͕ෳ਺ͷҙਤީิʹҰக͢Δɻ

    Entity Ambiguity Ͳͷ஋͕Ͳͷظ଴͞ΕΔΤϯςΟςΟʹରԠ͢Δ͔Λ൑அͰ͖ͳ͍ɻ Contextual Ambiguity ࣄલͷίϯςΩετ͕ܽ೗͍ͯ͠Δɻ Pronoun Ambiguity ໌֬ͳࢀরઌͷͳ͍ʮitʯʮheʯʮthatʯͷ࢖༻ɻ Unclear Actions Ϣʔβʔ͕ʮ஫จΛมߋͯ͠ʯͱݴ͏͕ɺ۩ମతʹԿΛมߋ͢Δඞཁ͕ ͋Δ͔ࢦఆ͍ͯ͠ͳ͍ɻ ᐆດੑΛߟ࡯͢Δʹ͋ͨΓɺKore.ai͕ߦͬͨ෼ྨ͸ࢀߟʹͳΔɻ https://medium.com/@isachinkamal/handling-ambiguous-user-inputs-in-kore-ai-dca989016566 --.ˍ4FBSDI.FFUVQ
  3. ৴པੑͷՄࢹԽ5SVTU$BMJCSBUJPO  29 ʮ(VJEFMJOFTGPS)VNBO"**OUFSBDUJPOʯͰ΋৴པੑͷՄࢹԽʹؔ͢Δݪଇ͕͋Δɻ • (.BLFDMFBSXIBUUIFTZTUFNDBOEP "*γεςϜ͕Ͱ͖Δ͜ͱΛ໌֬ʹ͢Δ  • (.BLFDMFBSIPXXFMMUIFTZTUFNDBOEPXIBUJUDBOEP

    "*γεςϜ͕Ͳ ͷఔ౓͏·͘Ͱ͖Δ͔Λ໌֬ʹ͢Δ  • (4DPQFTFSWJDFTXIFOJOEPVCU ෆ໌ͳ৔߹͸αʔϏεൣғΛݶఆ͢Δ ʯ • (.BLFDMFBSXIZUIFTZTUFNEJEXIBUJUEJE γεςϜ͕ͳͥͦͷΑ͏ʹಈ࡞ ͨ͠ͷ͔Λ໌֬ʹ͢Δ --.ˍ4FBSDI.FFUVQ
  4. ·ͱΊ  31 ࠷ޙʹɺ࠷ॳʹఏࣔͨ͠Α͏ͳෳࡶͳݕࡧUIΛ࣋ͭγεςϜΛɺLLMΛ༻͍ͯվળ͢ΔͨΊͷ۩ ମతͳεςοϓΛߟ͑ͯΔɻ 1. ϋΠϒϦουݕࡧόʔͷಋೖ: طଘͷϑΟϧλUIΛ͍͖ͳΓഇࢭ͢ΔͷͰ͸ͳ͘ɺը໘্෦ ʹେ͖ͳࣗવݴޠݕࡧόʔΛઃஔ͢Δɻ͜͜Ͱೖྗ͞Εͨ಺༰͕ɺԼͷϑΟϧλ܈ʹࣗಈత ʹ൓ө͞ΕΔʢεϩοτϑΟϦϯάʣ࢓૊ΈΛ࡞Δɻ

    2. ಈతϑΝηοτͷ࣮૷: ݕࡧ݁ՌʹԠͯ͡ɺϑΟϧλ߲໨Λग़͠෼͚ΔϩδοΫΛಋೖ͢ Δɻؔ܎ͳ͍ϑΟϧλΛӅ͚ͩ͢Ͱɺೝ஌ෛՙ͸େ෯ʹԼ͕Δɻ 3. ʮΨϥεϘοΫεʯੑͷ֬อ: AI͕ग़ͨ݁͠Ռʹ͸ɺඞͣʮͳͥ͜ͷ݁Ռͳͷ͔ʢద༻͞Ε ͨϑΟϧλ৚݅ʣʯΛ໌ࣔ͢ΔνοϓΛදࣔ͠ɺϫϯΫϦοΫͰमਖ਼Ͱ͖ΔΑ͏ʹ͢Δɻ --.ˍ4FBSDI.FFUVQ