Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
テキストマイニングによるプロ野球監督の分析 / Baseball Play Study 2016 Winter
Search
7pairs
December 19, 2016
Programming
0
65
テキストマイニングによるプロ野球監督の分析 / Baseball Play Study 2016 Winter
7pairs
December 19, 2016
Tweet
Share
More Decks by 7pairs
See All by 7pairs
テキストマイニングによるプロ野球の順位予想 / Baseball Play Study 2020 Winter
7pairs
0
440
2020年の振り返りとBaseball Play Studyの振り返り / Jisyupy 29
7pairs
0
310
Because Python is there. / Jisyupy 27
7pairs
0
390
野球好きのための快適なプレゼンテーション環境の構築 / Baseball Play Study 2019 Winter
7pairs
0
990
ちゃんと実装してちゃんとテストしよう / PyCon mini Hiroshima 2019
7pairs
2
790
Pie Meets Py / PyCon JP 2019
7pairs
3
5.1k
テキストマイニングによる新外国人選手の分析 / Baseball Play Study 2019 Spring
7pairs
0
2.6k
テキストマイニングによる応援歌の分析 / Baseball Play Study 2018 Winter
7pairs
0
2.1k
altJSとしてのPython / PyCon JP 2018
7pairs
2
2.4k
Other Decks in Programming
See All in Programming
Ruby GitHub Packages
bkuhlmann
0
630
Komplexe Oberflächen mit SVG und der Web Animation API
joergneumann
0
670
0→1と1→10の狭間で Javaという技術選定を振り返る/Reflecting on the Decision to Choose Java Between Scaling from 0 to 1 and 1 to 10
jaguar_imo
2
380
Code Reviews
bkuhlmann
4
890
educure_カリキュラム生操作マニュアル.pdf
linew_official
0
790
2 週間で Twitter Bot を作ってみた
contour_gara
0
380
Kotlin Multiplatform at Stable and Beyond (Android Makers 2024)
zsmb
0
230
Rethinking UI building strategies @ SFI 2024
letelete
0
270
Java 22 Overview
kishida
1
180
Scalable Customer Journey Orchestration (CJO)
lewuathe
0
300
Behind VS Code Extensions for JavaScript / TypeScript Linnting and Formatting
unvalley
5
920
雑に思考を整理する技術と効能
konifar
60
29k
Featured
See All Featured
StorybookのUI Testing Handbookを読んだ
zakiyama
13
4.6k
Navigating Team Friction
lara
178
13k
Music & Morning Musume
bryan
41
5.6k
Intergalactic Javascript Robots from Outer Space
tanoku
266
26k
ReactJS: Keep Simple. Everything can be a component!
pedronauck
659
120k
Building Adaptive Systems
keathley
31
1.9k
The Mythical Team-Month
searls
216
42k
YesSQL, Process and Tooling at Scale
rocio
164
13k
Writing Fast Ruby
sferik
621
60k
Scaling GitHub
holman
457
140k
10 Git Anti Patterns You Should be Aware of
lemiorhan
648
58k
How to Ace a Technical Interview
jacobian
272
22k
Transcript
ςΩετϚΠχϯάʹΑΔ ϓϩٿಜͷੳ ୩ ५ 2016-12-19 BPStudy#112
ͨΓোΓͷͳ͍ࣗݾհ • ୩ ५ʢͤ ͡ΎΜʣ • Twitterɿ@7pairs • GitHubɿhttps://github.com/7pairs •
גࣜձࣾΞΠϞόΠϧॴଐ • WebΤϯδχΞ݉AndroidΤϯδχΞ • C#ɺJavaScriptɺJava…
ͨΓোΓͷ͋Δࣗݾհ • ͖ͳνʔϜ ࡛ۄϥΠΦϯζ • ͖ͳબख ઙଜӫేɺ౦ژΞΫΞϥΠϯͰ͠Ό͍Ͱ͠·ͬͨਓ • ͖ͳνϟϯεςʔϚ νϟϯς4
• ͖ͳϊʔώοτϊʔϥϯະ 20055݄13 vs.ಡചδϟΠΞϯπઓ • ͖ͳFAਓతิঈ ߐ౻ஐ • ͖ͳବ֎ਓ ϚΠΫɾύάϦΞϧʔϩɺΞʔΩʔɾγΞϯϑϩοί
͓ئ͍ ۀͰ͜ͷΑ͏ͳదͳੳΛ͍ͯ͠ΔΘ͚Ͱ͋Γ ·ͤΜͷͰɺࠓճͷൃද͋͘·Ͱωλͱָ͓ͯ͠͠Έ ͍ͩ͘͞ɻ
͡Ίʹ
֓ཁ • BPStudy#103Ͱൃදͨ͠ʮςΩετϚΠχϯάʹΑΔϓϩ ٿબखͷੳʯͷଓฤʢͰ͕͢ɺલճͷ༰Λ͍ͬͯ Δඞཁ͋Γ·ͤΜʣ • http://www.slideshare.net/7pairs/20160322-the- analysis-of-professional-baseball-players-by-text-mining • લճڍ͕ͬͨ՝ͷղܾʹνϟϨϯδ
• ղੳରͷจষ͕࣭ɾྔͱʹΓͳ͍ • σʔλͷࣄલॲཧʹ͕͔͔࣌ؒΓ͗͢Δ
՝ͷղܾᶃ • લճൃද͢Δ͜ͱ͕ܾ·͔ͬͯΒจষΛूΊ࢝Ίͨ • εϙʔπࢴαΠτͷτοϓϖʔδ͔ΒḷΕΔϖʔδ • GoogleͷΩϟογϡʹ͍ͬͯΔϖʔδ • ࠓճલճͷൃදޙ͔Βಈ͖࢝Ίͨ •
ఆظతʹهࣄΛΫϩʔϧ͢ΔγεςϜͷߏங • աڈͷهࣄʹؔͯ͠ɺ֤εϙʔπࢴαΠτͷݕࡧγ εςϜΛۦͯ͠ଟ༷ͳهࣄΛऔಘ
՝ͷղܾᶄ • લճಉબखΛ۠ผͯ͠ѻ͏ͨΊͷσʔλࣄલॲཧʹ࣌ؒͷ େΛ͍͔࣋ͬͯΕͨ • ࠓճʮಜʯΛςʔϚʹબͼɺࣄલॲཧͷ࣌ؒΛେ෯ʹॖ • ಜهࣄதͰݺͼࣺͯʹ͞ΕΔ͜ͱ΄ͱΜͲͳ͍ͷͰɺ ʮ܀ࢁಜʯʮ܀ࢁࢯʯຊϋϜͷ܀ࢁಜɺʮ܀ࢁʯ ͷ܀ࢁબखͱஅ
• ࠓճͷରظؒ2012ʙ2016ͷ5ؒͰ͋Γɺ͜ͷظؒ Ͱಉͷಜଘࡏ͠ͳ͍
εϙʔπࢴͷهࣄΛੳͯ͠Έͨ
ੳͷత • εϙʔπࢴͷهࣄΛੳ͢Δ͜ͱͰɺಜͷಛΛͱ Β͑Δ͜ͱ͕Ͱ͖ͳ͍͔ • ࡃͷతதʗࣦഊ • બखͷϛεʹରͯ͠େΒ͔ʗݫ͍͠ • Ϛφʔʹ͏Δ͘͞ͳ͍ʗݫ͍͠
• ବᔬམΛݴ͏ʗݴΘͳ͍
ੳରͷσʔλ • εϙʔπࢴαΠτͷ2012ʙ2016ͷهࣄ • ެڞੑͷߴ͍ɺશࠃࢴࡿԼͷεϙʔπࢴͷΈΛର • ץεϙʔπ • εϙʔπχοϙϯ •
εϙʔπใ • αϯέΠεϙʔπ
ੳख๏ • هࣄΛMeCabͰ͔ͪॻ͖͢Δ • ϕʔεͷࣙॻmecab-ipadic-NEologd • Wikipediaͷݟग़͠ޠ • ͯͳΩʔϫʔυ •
Word2VecͰ୯ޠΛϕΫτϧԽ • ࣍ݩݮͯ͠2࣍ݩʹϓϩοτ͢Δ • ϕΫτϧͷՃݮΛߦ͍ɺʮ༏উʯͱͷྨࣅΛݟΔ
2012ʙ2016ͷಜΛϓϩοτͯ͠Έͨ
None
ຊγϦʔζ ग़ಜͷօ͞Μ
γʔζϯ్த ٳཆͷօ͞Μ
ٳཆεϨεϨ ాᬑ͞Μ
ବᔬམ ࡃͱผͷ࣠
͓·͚ɿຊදͷಜϓϩοτͯ͠Έͨ
None
͋ͬʢ͠ʣ
ʮ༏উʯͱͷྨࣅΛݟͯΈͨ
֤νʔϜͱʮ༏উʯͱͷྨࣅ ୯ޠ ྨࣅ ԬιϑτόϯΫ ౡ౦༸
ւಓຊϋϜ ಡച ԣ%F/" ࡕਆ ઍ༿ϩος ϠΫϧτ ΦϦοΫε ࡛ۄ ౦ָఱ த
ಜΛҾ͍ͯΈͨ ୯ޠ ॱҐมಈ ԬιϑτόϯΫ౻ ౡ౦༸ॹํ
࡛ۄాᬑ ˢ ࡕਆۚຊ ˢ ϠΫϧτਅத ˢ ಡചߴڮ ˣ ઍ༿ϩοςҏ౦ த୩ൟ ˢ ΦϦοΫεྑ ւಓຊϋϜ܀ࢁ ˣ ԣ%F/"ϥϛϨε ˣ ౦ָఱསా ˣ
ϔουίʔνҾ͍ͯΈͨ ୯ޠ ॱҐมಈ ࡛ۄాᬑை࡚ ˢ ԬιϑτόϯΫ౻ ˣ
ౡ౦༸ॹํߴ ˣ ࡕਆۚຊߴ ˢ ಡചߴڮଜా ˣ ϠΫϧτਅதࡾ ˢ ઍ༿ϩοςҏ౦ ΦϦοΫεྑଜ ˢ ւಓຊϋϜ܀ࢁ ˣ த୩ൟ ˢ ԣ%F/"ϥϛϨεਐ౻ ˣ ౦ָఱསాਔଜ ˣ
·ͱΊ
·ͱΊ • νʔϜͷͱͷؔ࿈͋ΔఔݟΒΕͨ • ͨͩ͠ɺͦΕ͕ಜͷೳྗ͔ͱ͍͏ͱඍົ • ಜͷࢼ߹֎ͷݴಈΛੳ͢Δͱ͜Ζ·ͰͨͲΓண͔ ͳ͔ͬͨʢࠓޙͷ՝ʣ • སాແͩ͠
• དྷͷWBCੜԹ͔͘ݟकΖ͏
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ དྷΑΖ͓͘͠ئ͍͍ͨ͠·͢