Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
レトリバインターン成果報告
Search
NomotoEriko
September 27, 2018
Education
1.9k
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
レトリバインターン成果報告
2018/8/1-2018/9/30 の期間参加したレトリバでのインターンの最終報告資料です.製品の改善をしました.
NomotoEriko
September 27, 2018
More Decks by NomotoEriko
See All by NomotoEriko
プレゼンのすゝめ
nomotoeriko
7
4.3k
集合・位相入門/松坂和夫 5.2 節:コンパクト性
nomotoeriko
1
150
集合・位相入門/松坂和夫 3.2 節:整列集合とその比較定理
nomotoeriko
0
640
集合・位相入門/松坂和夫 3.1 節:順序集合
nomotoeriko
0
370
Other Decks in Education
See All in Education
[2026前期火5] 論理学(京都大学文学部 前期 第10回)「論理学の哲学——意味とは何か(Tonkと推論主義)」
yatabe
0
330
2026年度秋学期 統計学 講義の進め方と成績評価について (2026. 9. 28)
akiraasano
PRO
0
130
Réunion des directrices et directeurs des écoles de la circonscription de Jonzac - 31 août 2026
fmarot
0
140
Book-keeping
bvr7352
0
120
AI-Based Speaking Assessment of a Short-Term Study Abroad Program
uranoken
0
520
批判的応用言語学ワークショップ(2026-08-12 お茶の⽔⼥⼦⼤学)
terasawat
0
200
Requirements Analysis and Prototyping - Lecture 3 - Human-Computer Interaction (1023841ANR)
signer
PRO
0
1.8k
Introduction to Accounting
bvr7352
0
240
「答えを出す」より「わかる」をつくる
kzkmaeda
1
310
検定資格の価値 ~実はすごいよQC検定~
bunnchinn3
0
180
学習者データを「見る」:外国語教師のためのデータの入力、分析、解釈方法
uranoken
0
360
遊ぶかね欲しさの犯行(ルビ:労働)です
shirayanagiryuji
0
290
Featured
See All Featured
Prompt Engineering for Job Search
mfonobong
0
460
AI in Enterprises - Java and Open Source to the Rescue
ivargrimstad
0
1.5k
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
aleyda
2
2.2k
Documentation Writing (for coders)
carmenintech
77
5.5k
Reflections from 52 weeks, 52 projects
jeffersonlam
356
21k
How To Speak Unicorn (iThemes Webinar)
marktimemedia
1
590
SEO Brein meetup: CTRL+C is not how to scale international SEO
lindahogenes
2
2.9k
Imperfection Machines: The Place of Print at Facebook
scottboms
270
14k
Utilizing Notion as your number one productivity tool
mfonobong
4
600
The Impact of AI in SEO - AI Overviews June 2024 Edition
aleyda
6
1.2k
Why Mistakes Are the Best Teachers: Turning Failure into a Pathway for Growth
auna
0
310
sira's awesome portfolio website redesign presentation
elsirapls
0
430
Transcript
Answer Finder ʹ͓͚Δ ݕࡧपΓͷ՝ղܾ +α େࡕେֶେֶӃใՊֶݚڀՊ M1 ຊ ӳསࢠ ϝϯλʔɿେ࡚
ᘯɹɹ, Ҫ ༟
ຊӳསࢠ ʹ͍ͭͯ • ॴଐɿେࡕେֶେֶӃใՊֶݚڀՊ ɹɹɹϚϧνϝσΟΞֶઐ߈Ϗοάσʔλֶߨ࠲ ɹɹɹَ௩ݚڀࣨ म࢜1ճੜ • ݚڀɿςΩετʹجͮ͘ը૾ੜ •
झຯɿಡॻ, Twitter, లࣔձ८Γ, γϯɾΰδϥ, Ϙυή • ݴޠɿຊޠ, Python • ࣗવݴޠॲཧٕज़Λͬͨ։ൃʹڵຯ͕͋Γ ࠓճͷΠϯλʔϯʹࢀՃ 2
ΠϯλʔϯͰͬͨ͜ͱ • લ1ϲ݄ڧ: Answer Finder ʹ͓͚ΔݕࡧपΓͷҎԼͷ՝ղܾ • ൪߸ • ࢈ۀഇغͱ͓ห
• ΠΤϞϯ • ޙ1ϲ݄ऑ: ϨΨγʔίʔυͷվળ • ςετඋ • ίʔυΛಡΈ͘͢ܗ 3 ϨτϦό͕ఏڙ͢Δ '"2ݕࡧγεςϜ
ΠϯλʔϯͰͬͨ͜ͱ 4 • લ1ϲ݄ڧ: Answer Finder ʹ͓͚ΔݕࡧपΓͷҎԼͷ՝ղܾ • ൪߸ •
࢈ۀഇغͱ͓ห • ΠΤϞϯ • ޙ1ϲ݄ऑ: ϨΨγʔίʔυͷվળ • ςετඋ • ίʔυΛಡΈ͘͢ܗ ϨτϦό͕ఏڙ͢Δ '"2ݕࡧγεςϜ
Answer Finder ʹ͍ͭͯ Answer Finder ʹ͓͚ΔݕࡧपΓͷ՝ղܾ ୈ1ষ 5
Sedue ϑΝϛϦʹଐ͢Δ FAQ ݕࡧγεςϜ ࣭จΛ͛Δͱ ؔ࿈͢Δ Q&A ΛݕࡧͰ͖Δ ΩʔϫʔυಉٛޠͳͲΛ Ϣʔβࣙॻͱͯ͠ొͰ͖Δ
6 Answer Finder ͱ
7 Answer Finder ͷίϯϙʔωϯτ Answer Finder ϢʔβΠϯλʔϑΣʔεΛఏڙ จॻొɺϢʔβࣙॻొɺ ΫΤϦͷൃߦͳͲ͕ߦΘΕΔ Hotate
ݕࡧγεςϜͷຊମ ΫΤϦͱจॻͱͷؔ࿈Λݩʹ ؔ࿈จॻΛݕࡧ )PUBUF
Hotate ʹ͍ͭͯ • Answer Finder ͷཪͰճ͍ͬͯΔ ؔ࿈จॻநग़Τϯδϯ • ΫΤϦͱจॻͱͷؔ࿈Λݩʹؔ࿈จॻΛݕࡧ͢Δ •
ؔ࿈ΫΤϦ͓Αͼจॻʹؚ·ΕΔΩʔϫʔυͷ TF-IDF ͷ COSྨࣅ Λϕʔεʹܭࢉ͞ΕΔ • Ωʔϫʔυࣙॻͷจࣈྻͱͷ࠷ҰகͰநग़͞ΕΔ • ݩ χϡʔεهࣄݕࡧ ༻ʹ࡞ΒΕͨγεςϜ 8
͓٬༷ͷظ͢Δݕࡧ݁Ռ͕ಘΒΕͳ͍໘ ൪߸ ൪߸ͰݕࡧͰ͖ͳ͍ ࢈ۀഇغͱ͓ห ෳͷΩʔϫʔυ͕͋Δͱ͖ʹยํ͔͠ώοτ͠ͳ͍ ΠΤϞϯ εϖʔεΛؚΉ୯ޠ͕ಉٛޠࣙॻͰ͏·͘ѻ͑ͳ͍ 9 Answer Finder
๊͕͑Δ՝
൪߸ Answer Finder ʹ͓͚ΔݕࡧपΓͷ՝ղܾ ୈ2ষ 10
ɿࣈͷΈͷΩʔϫʔυΛநग़Ͱ͖ͳ͍ ʰ202ʱͰݕࡧ͢Δͱ… 11 ظ͞ΕΔݕࡧ݁Ռ ݱঢ়ͷݕࡧ݁Ռ
จࣈ + ࣈͷΩʔϫʔυநग़Ͱ͖Δ ʰE202ʱͰݕࡧ͢Δͱ... 12
ݪҼɿࣈͷΈͰߏ͞ΕΔ୯ޠʢ൪߸ʣ͕ ɹɹɹΩʔϫʔυநग़࣌ʹ͔Ε͍ͯͨ • Hotate ෦Ͱ൪߸Λແࢹ͢Δ࣮͕ͳ͞Ε͍ͯͨ • Hotate ։ൃ࣌ʹɺݕࡧର͕χϡʔεهࣄͩͬͨͨΊʹɺ ൪߸ͳͲෆཁͳώοτΛট͘ͱ͞Εͨ •
ϢʔεέʔεʹΑͬͯͳͲ͕ೖ͍ͬͯͳ͍σʔλଟ͘ ·ͨɺ൪߸Ͱݕࡧ͍ͨ͠໘ग़͖ͯͨ • ࣙॻʹҙຯͷ͋Δ൪߸͚ͩΛొ͠Ωʔϫʔυͱͯ͠༻͍Δ 13
ରԠɿ൪߸Λແࢹ͢ΔΦϓγϣϯΛઃஔ • ignore_number_only ΦϓγϣϯΛઃஔ • ͜ͷΦϓγϣϯ͕ True Ͱ͋Ε ൪߸Λແࢹ͢Δ •
ΦϓγϣϯΛ False ʹઃఆ͠ ʰ202ʱͰݕࡧ͢Δͱ ӈͷݕࡧ݁Ռ͕ಘΒΕΔ 14
࢈ۀഇغͱ͓ห Answer Finder ʹ͓͚ΔݕࡧपΓͷ՝ղܾ ୈ3ষ 15
ɿΩʔϫʔυͷҰ෦͕ແࢹ͞ΕΔ ʰձࣾͰͷ͓หͷΰϛ࢈ۀഇغͰ͔͢ʁʱͰݕࡧ͢Δͱ... 16 ظ͞ΕΔݕࡧ݁Ռ ݱঢ়ͷݕࡧ݁Ռ
ݪҼɿλΠτϧΛॏཁࢹ͍͗ͯͨ͢͠ • Hotate ؔ࿈ܭࢉ࣌ʹ λΠτϧʹؚ·ΕΔΩʔϫʔυʹॏΈΛ࣋ͨͤΔ • Answer Finder Ͱ͜ͷॏΈ͕େ͖ͳͰݻఆ͞Ε͍ͯͨ •
λΠτϧʹΩʔϫʔυؚ͕·Ε͍ͯΔจॻ͕ਅͬઌώοτ͠ɺ ͦΕҎ֎͕ώοτ͠ͳ͘ͳ͍ͬͯͨ 17 ظ͞ΕΔݕࡧ݁ՌʢλΠτϧʣ ݱঢ়ͷݕࡧ݁ՌʢλΠτϧʣ
• Ϣʔβ͝ͱʹλΠτϧͷॏΈΛઃఆͰ͖ΔΑ͏ʹ Answer Finder ͷઃఆը໘ʹλΠτϧॏΈઃఆϑΥʔϜΛઃ͚ͨ • λΠτϧΛॏཁࢹ͠ͳ͍ ઃఆʹͯ͠ݕࡧ͢Δͱ ӈͷ݁Ռ͕ಘΒΕΔ ରԠɿAnswer
Finder ͔Β ɹɹɹλΠτϧͷॏΈΛઃఆͰ͖ΔΑ͏ʹͨ͠ 18
ΠΤϞϯ Answer Finder ʹ͓͚ΔݕࡧपΓͷ՝ղܾ ୈ4ষ 19
• Ϣʔβͷಉٛޠࣙॻʹ ʰΠΤϞϯ → THE YELLOW MONKEYʱΛొ ɿεϖʔεΛؚΉಉٛޠΛ͏·͘ѻ͑ͳ͍ 20 ظ͞ΕΔݕࡧ݁Ռ
ݱঢ়ͷݕࡧ݁Ռ
ݪҼɿಉٛޠࣙॻͷϑΥʔϚοτ͕ྑ͘ͳ͍ • Answer Finder ͰಉٛޠࣙॻΛλϒ۠ΓͰѻ͏ source \t target1 \t target2
\n “ΠΤϞϯ” ͷಉٛޠ “THE YELLOW MONKEY” • Hotate ͰಉٛޠࣙॻΛεϖʔε۠ΓͰѻ͏ source \n target1 ␣ target2 \n “ΠΤϞϯ” ͷಉٛޠ “THE” ͱ “YELLOW” ͱ “MONKEY” 21
ରԠɿHotate Ͱ json Λѻ͑ΔΑ͏ʹͨ͠ • Answer Finder Ͱ json ܗࣜಉٛޠࣙॻΛ࡞Δ
• Hotate Ͱ json ܗࣜͷಉٛޠࣙॻΛಡΉ • json ύʔαʹ rapidjson Λར༻ • ʰΠΤϞϯʱͰݕࡧ͢Δͱ ӈͷ݁Ռ͕ಘΒΕΔ 22
·ͱΊͱࡶஊ Answer Finder ʹ͓͚ΔݕࡧपΓͷ՝ղܾ ୈ5ষ 23
ͬͨ͜ͱ • Answer Finder ʹ͓͚ΔݕࡧपΓͷ՝ղܾ • ൪߸ • ࢈ۀഇغͱ͓ห •
ΠΤϞϯ • ͜ΕΒ࣮ࡍʹʹө͞ΕΔ༧ఆ ✌('ω'✌) 24
ϓϧϦΫϦετ 25
ࡶஊɿͭΒ͔ͬͨ͜ͱ • Answer Finder, Sedue, Hotate ͷ 3ͭͷίϯϙʔωϯτ͕བྷΜͰ͍ΔͨΊɺ ڥߏஙमਖ਼ͷөํ๏ͷཱ֬ʹखͣͬͨ͜ •
Hotate C++ Ͱॻ͔Ε͓ͯΓɺC++ ʹ׳ΕΔ·Ͱ͕खͣͬͨ͜ • ීஈ Python ͳͷͰԿΑΓϏϧυʹۤ࿑ͨ͠ 26
ΠϯλʔϯͰͬͨ͜ͱ • લ1ϲ݄ڧ: Answer Finder ʹ͓͚ΔݕࡧपΓͷҎԼͷ՝ղܾ • ൪߸ • ࢈ۀഇغͱ͓ห
• ΠΤϞϯ • ޙ1ϲ݄ऑ: ϨΨγʔίʔυͷվળ • ςετඋ • ίʔυΛಡΈ͘͢ܗ 27
Hotate ʹ͍ͭͯ ϨΨγʔίʔυͷվળ ୈ1ষ 28
Hotate ͷ֓ཁ • Answer Finder ͷཪͰճ͍ͬͯΔ ؔ࿈จॻநग़Τϯδϯ • ݩ χϡʔεهࣄݕࡧ
༻ʹ࡞ΒΕͨγεςϜ • ؔ࿈จॻಉ࢜ͷ TF-IDF ͷ COS ྨࣅ ϕʔεͰܭࢉ • ؔ࿈ͷܭࢉ͕ߴʹߦ͑ΔΑ͏࣮͕ͨ͠͞Ε͍ͯΔ • ݱࡏ Sedue ͷϓϥάΠϯͱͯ͠ͷΈ༻͍ΒΕ͍ͯΔ 29
Hotate ͷͭΒ͍ͱ͜Ζ • 10Ҏ্લʹ࡞ΒΕͨγεςϜͰɺ ͋·ΓखΛ͚ͭΒΕ͍ͯͳ͍ • ͷͪʹࣾͰ౷Ұ͞Εͨ C++ Style Guide
ʹଇ͍ͬͯͳ͍ • ςετ͕ػೳΛΧόʔ͍ͯ͠ͳ͍ • αʔόػೳͳͲɺ ݱࡏͷ͍ํʹෆཁͳػೳ͕͋Δ • ݱࡏ Hotate ͕ Sedue ͷϓϥάΠϯͱͯ͠ΘΕΔͨΊ Hotate ͕୯ମͰαʔόͱͯ͠ػೳ͢Δඞཁ͕ͳ͍ 30
Hotate ΛϦϑΝΫλϦϯά͠·͠ΐ͏ • ࠷ऴඪɿαʔόػೳΛΓ͢ • ʰϨΨγʔίʔυվળΨΠυʱʹैͬͯϦϑΝΫλϦϯάΛߦ͏ 1. มߋΛચ͍ग़͢ 2. ςετΛॻ͘ॴΛݟ͚ͭΔ
3. ґଘؔΛഉআ͢Δ 4. ςετΛॻ͘ 5. มߋΛߦ͏ 31 ಛఆͷϝιουͷΈΛ ςετͰ͖ΔΑ͏ʹ ༨ͳґଘؔΛഉআ͢Δ
Hotate ΛϦϑΝΫλϦϯά͠·͠ΐ͏ • ࠷ऴඪɿαʔόػೳΛΓ͢ • ʰϨΨγʔίʔυվળΨΠυʱʹैͬͯϦϑΝΫλϦϯάΛߦ͏ 1. มߋΛચ͍ग़͢ 2. ςετΛॻ͘ॴΛݟ͚ͭΔ
3. ςετΛॻ͘ 4. มߋΛߦ͏ 32
ϦϑΝΫλϦϯά ϨΨγʔίʔυͷվળ ୈ2ষ 33
1. มߋΛચ͍ग़͢ • શମΛ C++ Style Guide ʹैͬͨॻ͖ํʹ͢Δ • ෆཁͳมએݴͷআڈɺ
ར༻Օॴͷۙ͘Ͱมએݴ͢ΔͳͲɺ ʰϦʔμϒϧίʔυʱΛࢀߟʹݟ͍͢දهʹ͢Δ • αʔόػೳͷίʔυΛফ͢ 34
2-3. ςετΛॻ͘ॴΛݟ͚ͭΔ / ॻ͘ • Hotate Sedue ͷϓϥάΠϯͱͯ͠ͷΈ༻͍ΒΕΔͨΊ Sedue
͔ΒݺΕΔϝιουͷڍಈΛอূ͢Δ • Sedue ͔ΒݺΕΔϝιουͷ୯ମςετ • Hotate ΦϒδΣΫτͷॳظԽ • ֤छύϥϝʔλͷมߋ • ؔ࿈ܭࢉ • ؔ࿈จॻݕࡧ • Google Test Λͬͯ͜ΕΒͷ୯ମςετΛॻ͍ͨ 35 ܭݸͷϝιου
4. มߋΛߦ͏ • C++ Style Guide ʹै͏ • ແବͳมએݴΛআ͢Δ •
ϕΫτϧಉ࢜ͷ݁߹ΛཁૉՃͷ܁Γฦ͠Ͱͳ͘ insert Ͱ࣮ • มએݴΛར༻Օॴͷۙ͘Ͱߦ͏ • ૣظ return ͯ͠ෆཁͳϑϥάΛഉআ • ϝιουͷ ޭ/ࣦഊ ΛϑϥάԽ͢Δ • αʔόػೳΛআ͢Δ 36
·ͱΊͱࡶஊ ϨΨγʔίʔυͷվળ ୈ3ষ 37
·ͱΊ • ʰϨΨγʔίʔυվળΨΠυʱͷखॱʹै͍ Hotate ͷϦϑΝΫλϦϯάΛߦͳͬͨ • Sedue ͰݺΕΔ30ݸͷϝιουͷ୯ମςετΛॻ͍ͨ • ʰϦʔμϒϧίʔυʱΛࢀߟʹಡΈ͍͢ίʔυʹܗͨ͠
38
ϓϧϦΫϦετ 39
ࡶஊɿྑ͔ͬͨ͜ͱʢҰ෦ൈਮʣ ෩ͷʹϦϞʔτϫʔΫΛͤͯ͞Β͑ͨ͜ͱ 40
ࡶஊɿྑ͔ͬͨ͜ͱʢҰ෦ൈਮʣ ϘʔυήʔϜձ͕͠͠։࠵͞Ε͍ͯͨ͜ͱ 41
ࡶஊɿྑ͔ͬͨ͜ͱʢҰ෦ൈਮʣ ϦʔμϒϧίʔυͳͲɺॻ੶͕ॆ࣮͍ͯͨ͜͠ͱ 42
ࡶஊɿྑ͔ͬͨ͜ͱʢҰ෦ൈਮʣ ޕޙ3࣌ʹඞͣίʔώʔΛೖΕͯ ͓͚ͦͯ͘͢͠ΕΔࣾһ͞Μ͕͍Βͬ͠Όͬͨ͜ͱ 43
ΠϯλʔϯͰͬͨ͜ͱ • લ1ϲ݄ڧ: Answer Finder ʹ͓͚ΔݕࡧपΓͷҎԼͷ՝ղܾ • ൪߸ • ࢈ۀഇغͱ͓ห
• ΠΤϞϯ • ޙ1ϲ݄ऑ: ϨΨγʔίʔυͷվળ • ςετඋ • ίʔυΛಡΈ͘͢ܗ 44 ϨτϦό͕ఏڙ͢Δ '"2ݕࡧγεςϜ
ΠϯλʔϯΛ௨ͯ͠ͷײ • ʹ͕ͬͭΓܞΘΒ͍͚ͤͯͨͩͯɺ ༗ҙٛͳΠϯλʔϯظؒΛա͍͖ͤͯͨͩ͝͞·ͨ͠ • ༏लͳΠϯλʔϯؒͷՌɺ ͦΕʹର͢Δࣾһ͞Μͷண؟ͳͲڵຯਂ͔ͬͨͰ͢ • ཪͷతͰ͋Δ ɹ͕ࣗब৬ͯ͠ಇ͍ͨ߹ͷ࢟ΛΓਐ࿏બ
ɹʢത࢜՝ఔਐֶ or ब৬ʣͷஅࡐྉʹ͢Δ ͔ͬ͠ΓՌͨͤ·ͨ͠ 45 ✌('ω'✌) ✌('ω'✌)