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
ハンドメイド作品を対象としたECサイトにおける単語の出現頻度を用いた稀覯品の検出 / Dete...
Search
Komei Nomura
May 15, 2020
Research
1
830
ハンドメイド作品を対象としたECサイトにおける単語の出現頻度を用いた稀覯品の検出 / Detection of Rare Works Using Term Frequency on Electronic Commerce Site for Trading Handmade Works
情報処理学会第49回インターネットと運用技術研究会での発表資料です。
Komei Nomura
May 15, 2020
Tweet
Share
More Decks by Komei Nomura
See All by Komei Nomura
さくらのクラウドでのcloud-initの実装と利用例の紹介 / Implementation of cloud-init in SAKURA Cloud and introduction of usage examples
komei22
2
750
Kerasによるモデル構築 / Model-building-with-Keras
komei22
0
6.6k
Automatic Whitelist Generation for SQL Queries Using Web Application Tests
komei22
3
1.2k
Webアプリケーションテストを用いたSQLクエリのホワイトリスト自動作成手法 / Automatic whitelist generation for SQL queries using web application tests
komei22
2
980
ペパコンナイト:セキュリティWG成果報告 / pepacon night: security working group report
komei22
2
1.6k
不正クエリを検知するsqdを作った
komei22
1
760
Webアプリケーションテストを用いたSQLクエリのホワイトリスト自動作成手法
komei22
0
5.7k
Webアプリケーションテストを用いたSQLクエリのホワイトリスト自動作成手法
komei22
0
1.4k
新卒研究員の研究開発 〜セキュアなWebサービスを目指して〜
komei22
0
1.7k
Other Decks in Research
See All in Research
Matching 2D Images in 3D: Metric Relative Pose from Metric Correspondences
sgk
1
320
情報処理学会関西支部2024年度定期講演会「自然言語処理と大規模言語モデルの基礎」
ksudoh
6
760
Human-Informed Machine Learning Models and Interactions
hiromu1996
2
480
非ガウス性と非線形性に基づく統計的因果探索
sshimizu2006
0
370
129 2 th
0325
0
240
秘伝:脆弱性診断をうまく活用してセキュリティを確保するには
okdt
PRO
3
740
大規模言語モデルを用いた日本語視覚言語モデルの評価方法とベースラインモデルの提案 【MIRU 2024】
kentosasaki
2
520
多様かつ継続的に変化する環境に適応する情報システム/thesis-defense-presentation
monochromegane
1
540
Weekly AI Agents News! 8月号 論文のアーカイブ
masatoto
1
180
KDD論文読み会2024: False Positive in A/B Tests
ryotoitoi
0
200
3次元点群の分類における評価指標について
kentaitakura
0
430
論文紹介/Expectations over Unspoken Alternatives Predict Pragmatic Inferences
chemical_tree
1
260
Featured
See All Featured
Facilitating Awesome Meetings
lara
50
6.1k
Why Our Code Smells
bkeepers
PRO
334
57k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
364
24k
Principles of Awesome APIs and How to Build Them.
keavy
126
17k
XXLCSS - How to scale CSS and keep your sanity
sugarenia
246
1.3M
How To Stay Up To Date on Web Technology
chriscoyier
788
250k
Imperfection Machines: The Place of Print at Facebook
scottboms
265
13k
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
47
5k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
marcduiker
25
1.8k
RailsConf 2023
tenderlove
29
900
Build your cross-platform service in a week with App Engine
jlugia
229
18k
Fight the Zombie Pattern Library - RWD Summit 2016
marcelosomers
232
17k
Transcript
ଜ໋(ϖύϘݚڀॴ), ࡾ༔հ(ϖύϘݚڀॴ) 2020.05.15 ୈ89ճCSECୈ49ճIOT߹ಉݚڀൃදձ ϋϯυϝΠυ࡞Λରͱͨ͠ECαΠτʹ ͓͚Δ୯ޠͷग़ݱසΛ༻͍ͨك᧵ͷݕग़
1. ݚڀͷഎܠͱత 2. ك᧵ͷݕग़ͱͦͷ՝ 3. ఏҊख๏ 4. ධՁ 5. ·ͱΊͱࠓޙͷ՝
2 ࣍
1. ݚڀͷഎܠͱత
• ϋϯυϝΠυ࡞Λѻ͏CtoCͷECαΠτͷྲྀ௨ֹ૿Ճ͍ͯ͠Δ • ϋϯυϝΠυ࡞ɺσβΠϯ੍࡞͕ख࡞ۀͰߦΘΕͨͷͰ͋ΔͨΊɺ ࡞ͷرগੑಠੑ͕ՁͷҰͱͳ͍ͬͯΔ • ӡӦऀɺرগੑಠੑ͕͋Δ͍͠࡞ʢك᧵ʣͷൃݟʹऔΓΉ • ൢചͷଅਐݕࡧੑͷ্ʹར༻ 4
ݚڀͷഎܠ
5 ك᧵ యܕతͳ࡞ ك᧵ ࡞λΠτϧ 7SJKIJFEϝϯζɹࡒɹೋͭંΓɹຊֵ ৬ਓ͕ख࡞ΓϓϨθϯτΧʔϑϨβʔ จݿֵʮຊͷࠛγϦʔζʯೋͭ ંΓࡒΞόϯΪϟϧυ࠼৭WFS ը૾
• ϋϯυϝΠυ࡞Λѻ͏ECαΠτʮminneʯʹ͓͚Δయܕతͳ࡞ͱك᧵ • ك᧵رগੑಠੑ͕͋Δ͍͠࡞
• ൢചͷଅਐ • ϋϯυϝΠυ࡞Λѻ͏ECαΠτʹɺ࡞ʹرগੑಠੑΛٻΊΔར ༻ऀ͕ଘࡏ͢Δ • ͜ͷΑ͏ͳར༻ऀʹرগੑಠੑ͕༏Εͨك᧵Λհ͢Δ͜ͱͰɺߪ ೖͷ্͕ظ͞ΕΔ • ϋϯυϝΠυ࡞ಛ༗ͷൢചଅਐͷޮՌ͕ߴ͍࡞͕ଘࡏ͢Δ
6 ك᧵ͷ༻్ᶃ
• ݕࡧੑͷ্ • ECαΠτͰ࡞ʹڞ௨͢Δಛੑຖʹྨͨ͠ΧςΰϦΛ࡞ʹઃఆ͢Δ • ΧςΰϦͷઃఆ͕దͰͳ͍߹͕͋ΔͨΊɺΧςΰϦؒҧ͍ͷ࡞Λൃ ݟ͠मਖ਼͢Δ͜ͱͰݕࡧੑͷ্͕ظͰ͖Δ • ك᧵ʹɺ࡞ू߹ʹ͓͍ͯرগੑಠੑͷ߹͍͕ߴ͗͢Δͷ͕ ͋Δ
ˠ ͜ͷΑ͏ͳ࡞ΧςΰϦؒҧ͍ͷ࡞Ͱ͋ΔՄೳੑ͕ߴ͍ 7 ك᧵ͷ༻్ᶄ
8 ݚڀͷత • ޮΑ͘ك᧵Λൃݟ͢ΔͨΊʹɺ࡞ू߹͔Βك᧵Λݕग़͠ɺݕग़ͨ͠ك ᧵Λྨ͢Δ ك᧵ શ࡞ యܕతͳ࡞ ΧςΰϦؒҧ͍ͷ࡞ ൢചଅਐͷޮՌ͕ߴ͍࡞
PS
2. ك᧵ͷݕग़ͱͦͷ՝
• ك᧵ͷൃݟʹɺ࡞ू߹ʹڞ௨͢Δಛੑ͔Βయܕతͳ࡞ΛٻΊɺ͜ΕΒ ͕࣋ͨͳ͍͍͠ಛੑ͕͋Δ࡞Λ୳͢ඞཁ͕͋Δ 10 ك᧵ͷൃݟ ك᧵ શ࡞ యܕతͳ࡞
• ك᧵ͷஅج४࡞ू߹͝ͱʹҟͳΔ • ࡞ू߹͝ͱʹڞ௨͢ΔಛੑҟͳΓɺయܕతͳ࡞ҟͳΔ 11 ك᧵ͷൃݟͷ՝ ࡞ͷछྨ͕ଟ༷Ͱ͔ͭܧଓతʹมԽ͢ΔECαΠτͰɺ࡞ू߹ʹڞ௨͢Δಛੑ ΛखಈͰݸผʹٻΊͣك᧵Λݕग़͍ͨ͠
• ར༻ऀͷධՁʢߪೖཤྺͳͲʣΛ༻͍Δҙ֎ੑΛॏࢹͨ͠ਪનख๏ • ະͷใҙ֎ͳใΛఏڙ͢Δ͜ͱʹΑΔར༻ऀͷຬͷ্͕త • ར༻ऀ͕ݟͨ͜ͱͳ͍࡞Λఏࣔ͢Δ͜ͱ͕ҙ֎ੑͷ݅ͱͯ͠ॏཁ • ك᧵࡞ू߹ͷయܕతͳ࡞ʹൺ͕গͳ͘ɺଟ͘ͷਓ͕ʹ͍ͯ͠ͳ ͍Մೳੑ͕ߴ͍ 12
ك᧵ݕग़ͷؔ࿈ݚڀᶃ ҙ֎ੑΛॏࢹͨ͠ਪનख๏ʹΑͬͯɺ࡞ू߹ʹڞ௨͢ΔಛੑΛखಈͰݸผʹ ٻΊͣك᧵Λݕग़Ͱ͖Δ Kotkov, D., Wang, S. and Veijalainen, J.: A survey of serendipity in recommender systems, Knowledge-Based Systems, Vol. 111, pp. 180–192 (2016).
• ར༻ऀͷධՁ͕ͳ͍࡞ݕग़ͷର֎ • ϋϯυϝΠυ࡞Λѻ͏CtoCͷECαΠτʹʑ৽͍͠࡞͕Ճ͞Εɺ͜ ΕΒͷ࡞ʹར༻ऀͷධՁ͕ͳ͍ظ͕ؒ͋Δ • ӡӦऀൢചଅਐݕࡧੑͷ্ʹͭͳ͕Δ࡞ΛޮΑ͘ଟ͘ൃݟ͍ͨ͠ 13 ك᧵ݕग़ͷؔ࿈ݚڀᶃͷ՝ ར༻ऀͷධՁ͕ͳ͍࡞Λݕग़ରʹؚΊΔ͜ͱ͕·͍͠
• ߘܕͷྉཧͷϨγϐαΠτ͔Β͍͠ϨγϐΛநग़͢Δख๏ • ͋Δྉཧʹ͋·Γར༻͞Εͳ͍͕ɺͦͷଞͷྉཧͰසൟʹར༻͞ΕΔ৯ࡐ ΛٻΊʢTF-IDFΛԠ༻ʣɺ͜ͷ৯ࡐ͔Β͍͠ϨγϐΛநग़͢Δ • ྉཧΛ࡞ू߹ɺϨγϐΛ࡞ͱଊ͑Δ͜ͱͰك᧵ͷݕग़ʹԠ༻Մೳ • ར༻ऀͷධՁඞཁͳ͍͕ɺݕग़ͨ͠ك᧵Λ༻్ผʹྨ͢Δ͜ͱ͕Ͱ͖ͳ͍ 14
ك᧵ݕग़ͷؔ࿈ݚڀᶄͱͦͷ՝ ຊݚڀͰɺك᧵Λ༻్ผʹྨ͢Δج४ඞཁ ৲ګհ, ਗ਼༤Ұ, தത೭, ాݪ߁೭, େਢլত: ҙ֎ੑͷ͋ΔϨγϐΛਪન͢ΔΤʔδΣϯτͷఏҊ, ిࢠใ௨৴ֶձจࢽ D, Vol. 98, No. 6, pp. 971–981 (2015).
3. ఏҊख๏
1. ࡞ू߹ʹΑͬͯڞ௨͢Δಛੑ͕ҟͳΓك᧵ͷஅج४ҟͳΔ ɹˠ ࡞ू߹ʹڞ௨͢ΔಛੑΛखಈͰݸผʹٻΊͳ͍΄͏͕·͍͠ 2. ར༻ऀͷධՁ͕ͳ͍࡞ݕग़ର֎ ɹˠ ΑΓଟ͘ͷك᧵Λݕग़͢ΔͨΊʹɺະධՁͷ࡞ݕग़ରͱ͢Δ 3. ك᧵Λ༻్ผʹྨ͢Δج४͕ͳ͍
ɹˠ ك᧵Λ༻్ผʹྨ͢Δج४Λݟग़͢ 16 ՝ͷཧ
• ࡞ू߹ʹ͓͚Δ࡞λΠτϧʹؚ·ΕΔ୯ޠͷग़ݱසΛईʹઃఆ͠ɺ͜ ͷई͕૬ରతʹ͍࡞Λك᧵ͱͯ͠ݕग़ • ࡞λΠτϧʹؚ·ΕΔ୯ޠͷग़ݱසͷඪ४ภࠩΛ༻͍ͯك᧵Λ༻్ผʹ ྨ 17 ఏҊख๏ ୯ޠͷग़ݱස ͷࢉग़
࡞ू߹ ك᧵ͷݕग़ ك᧵ͷྨ ൢചଅਐͷޮՌ͕ߴ͍࡞ ΧςΰϦؒҧ͍ͷ࡞ ར༻ऀͷධՁʹґଘ͠ͳ͍ ࡞ू߹ʹڞ௨͢ΔಛੑΛࣗಈͰٻΊΔ ྨج४Λઃఆ
• ࡞λΠτϧʹରͯ͠ܗଶૉղੳΛద༻͠୯ޠΛநग़ • ୯ޠͷग़ݱසͷ͞Λද͢ͱͯ͠ɺTF-IDFʹ͓͚ΔIDFΛར༻ • IDFશจॻͷ͏ͪɺ͋Δ୯ޠؚ͕·ΕΔจॻͷٯ • ࡞λΠτϧΛจॻͱͯ͠ద༻ 18 ࡞λΠτϧʹؚ·ΕΔ୯ޠͷग़ݱසͷࢉग़
Ndoc <latexit sha1_base64="NrvjOrmA4ZF7wwILsqyiWn0/BTA=">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</latexit> <latexit sha1_base64="NrvjOrmA4ZF7wwILsqyiWn0/BTA=">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</latexit> <latexit sha1_base64="NrvjOrmA4ZF7wwILsqyiWn0/BTA=">AAACanichVHLSsNAFD2N7/qqdaO4EWvFVbkRQXFVdONK+rBWqKUkcdRgmoQkLWjwB9y5EnSlICJ+hht/wIWfILpTcOPCmzQgWtQ7zMyZM/fcOTOj2obuekSPMamjs6u7p7cv3j8wODScGEluuFbD0URJswzL2VQVVxi6KUqe7hli03aEUlcNUVb3V4L9clM4rm6Z696BLap1ZdfUd3RN8Zgqr9X8bUs7qiVSlKEwJtuBHIEUoshZiWtsYRsWNDRQh4AJj7EBBS63CmQQbOaq8JlzGOnhvsAR4qxtcJbgDIXZfR53eVWJWJPXQU03VGt8isHdYeUk0vRAN/RK93RLT/Txay0/rBF4OeBZbWmFXRs+Hiu+/6uq8+xh70v1p2cPO1gMvers3Q6Z4BZaS988PH0tLhXS/gxd0jP7v6BHuuMbmM037SovCueI8wfIP5+7HWzMZWTKyPn5VHY5+opeTGAKs/zeC8hiFTmUQncnOMN57EVKSuPSRCtVikWaUXwLafoTpQyMlw==</latexit> <latexit sha1_base64="NrvjOrmA4ZF7wwILsqyiWn0/BTA=">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</latexit> ɿશจॻ df(t) <latexit sha1_base64="nvcWkwxiMVcpz+lwlafJdz+IAyw=">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</latexit> <latexit sha1_base64="nvcWkwxiMVcpz+lwlafJdz+IAyw=">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</latexit> <latexit sha1_base64="nvcWkwxiMVcpz+lwlafJdz+IAyw=">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</latexit> <latexit sha1_base64="bs8QlLljyYde7WbNFuyzJJm+ZMk=">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</latexit> <latexit sha1_base64="/aQrB1pci62KrGchCxPH7JCBJoQ=">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</latexit> <latexit sha1_base64="/aQrB1pci62KrGchCxPH7JCBJoQ=">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</latexit> <latexit sha1_base64="X81k1ENmXoaNZ/NOt0sBDCqTVOk=">AAACaHichVFNLwNBGH66vuurOCAuoiF1ad51IU7CxbFFVYLI7nbKpNvdze60CY0/4OKIOJGIiJ/h4g84+Ak4VuLi4O12E0HwTmbmmWfe551nZkzPloEieoxpLa1t7R2dXfHunt6+/sTA4HrgVnxL5CzXdv0N0wiELR2RU1LZYsPzhVE2bZE3S0uN/XxV+IF0nTW174ntsrHryKK0DMVUrlBMqemdRJLSFMb4T6BHIIkoMm7iGlsowIWFCsoQcKAY2zAQcNuEDoLH3DZqzPmMZLgvcIg4ayucJTjDYLbE4y6vNiPW4XWjZhCqLT7F5u6zchyT9EA3VKd7uqUnev+1Vi2s0fCyz7PZ1Apvp/9oZPXtX1WZZ4W9T9WfnhWKmAu9SvbuhUzjFlZTXz04qa/Or0zWpuiSXtj/BT3SHd/Aqb5aV1mxco44f4D+/bl/gvWZtE5pPUvJhcXoKzoxhgmk+L1nsYBlZJDjcyWOcYqz2LOW0Ia10WaqFos0Q/gS2sQHvEuLMw==</latexit> <latexit sha1_base64="nvcWkwxiMVcpz+lwlafJdz+IAyw=">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</latexit> <latexit sha1_base64="nvcWkwxiMVcpz+lwlafJdz+IAyw=">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</latexit> <latexit sha1_base64="nvcWkwxiMVcpz+lwlafJdz+IAyw=">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</latexit> <latexit sha1_base64="nvcWkwxiMVcpz+lwlafJdz+IAyw=">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</latexit> <latexit sha1_base64="nvcWkwxiMVcpz+lwlafJdz+IAyw=">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</latexit> <latexit sha1_base64="nvcWkwxiMVcpz+lwlafJdz+IAyw=">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</latexit> ɿ୯ޠ͕ग़ݱ͢Δจॻ t <latexit sha1_base64="IcHcZsjhnwNwjDlQgpROzuao6SU=">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</latexit> <latexit sha1_base64="IcHcZsjhnwNwjDlQgpROzuao6SU=">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</latexit> <latexit sha1_base64="IcHcZsjhnwNwjDlQgpROzuao6SU=">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</latexit> <latexit sha1_base64="IcHcZsjhnwNwjDlQgpROzuao6SU=">AAACZHichVHLSsNAFD2Nr1qrrYogCCIWxVW5EUFxVXTj0rZWhVpKEkcNTZOQTAu1+AO6VVy4UhARP8ONP+DCHxDEpYIbF96mAVFR7zAzZ87cc+fMjO5api+JHiJKR2dXd0+0N9YX7x9IJAeH1n2n5hmiYDiW423qmi8s0xYFaUpLbLqe0Kq6JTb0ynJrf6MuPN907DXZcEWpqu3a5o5paJKprCwnU5SmICZ+AjUEKYSx6iSvsIVtODBQQxUCNiRjCxp8bkWoILjMldBkzmNkBvsCB4ixtsZZgjM0Zis87vKqGLI2r1s1/UBt8CkWd4+VE5iie7qmF7qjG3qi919rNYMaLS8NnvW2VrjlxOFo/u1fVZVnib1P1Z+eJXawEHg12bsbMK1bGG19ff/0Jb+Ym2pO0wU9s/9zeqBbvoFdfzUusyJ3hhh/gPr9uX+C9dm0Smk1O5fKLIVfEcUYJjHD7z2PDFawigKfK3CEY5xEHpW4MqyMtFOVSKgZxpdQxj8A7kyJ9A==</latexit> IDF(t) = log Ndoc df(t) <latexit sha1_base64="Nar4+WXGm+/J4DR1BjDZlMObPys=">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</latexit> <latexit sha1_base64="Nar4+WXGm+/J4DR1BjDZlMObPys=">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</latexit> <latexit sha1_base64="Nar4+WXGm+/J4DR1BjDZlMObPys=">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</latexit> <latexit sha1_base64="Nar4+WXGm+/J4DR1BjDZlMObPys=">AAACjnichVFNSxxBEH2OMZo1xom5CLkMWQx6WWokqAREiSGYi/iRVcGVZaa3dzM4X8z0Lugwf8CLxxxySkAk5OxVD7nkD+TgTxCPCrl4sHZ2QFTUGqb79at61a+77dB1YkV00qV1P+l52tv3rND/fODFoP5yaDUOmpGQZRG4QbRuW7F0HV+WlaNcuR5G0vJsV67ZW3Pt/FpLRrET+F/Udig3PavhO3VHWIqpqj6WVCLP+PzxUzqqxoxpo+IGDaNSjyyRLFSTWiDSNKnVOZdW9SKVKAvjLjBzUEQei4F+gApqCCDQhAcJH4qxCwsxfxswQQiZ20TCXMTIyfISKQqsbXKV5AqL2S0eG7zayFmf1+2ecaYWvIvLf8RKAyP0j37ROf2l33RKl/f2SrIebS/bPNsdrQyrg7vDK/8fVXk8K3y9Vj3oWaGOqcyrw97DjGmfQnT0rZ1v5yvvl0eSt/STztj/DzqhP3wCv3Uh9pfk8ncU+AHM29d9F6yOl0wqmUvvirMf8qfow2u8wSjf9yRmMY9FlHnfPRziCMeark1o09pMp1TryjWvcCO0+StMSpi6</latexit>
• ࡞ͷλΠτϧʹؚ·ΕΔ୯ޠͷIDFͷ্ҐN݅ͷ߹ܭΛ࡞ͷධՁͱͯ͠ ܭࢉ͠ɺධՁ͕ߴ͍࡞Λك᧵ͱͯ͠ݕग़ • N࡞͕ͭ୯ޠʹؔͳ͘࡞ͷධՁΛٻΊΔͨΊʹઃఆ • ୯ޠ͕Nະຬͷ࡞ݕग़ͷର֎ 19 ك᧵ͷݕग़ E(w)
<latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> <latexit sha1_base64="bs8QlLljyYde7WbNFuyzJJm+ZMk=">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</latexit> <latexit sha1_base64="3PNZmlEYPdihGcWyhtowCAGFOxE=">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</latexit> <latexit sha1_base64="3PNZmlEYPdihGcWyhtowCAGFOxE=">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</latexit> <latexit sha1_base64="SKz0KHpU5GzOyzzdptKEuzG8cmc=">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</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">AAACZ3ichVHLSsNAFD2N7/poVRDBTbVU6qbciKC4EkVw6asPqKUkcarBNAlJWtHiD7hwq+BKQUT8DDf+gAs/QVxWcOPCmzQgWtQ7zMyZM/fcOTOj2obuekTPEamjs6u7p7cv2j8wOBSLD4/kXKvmaCKrWYblFFTFFYZuiqyne4Yo2I5Qqqoh8urBir+frwvH1S1z2zuyRamq7Jl6RdcUz6dW04cz5XiSMhREoh3IIUgijHUrfosd7MKChhqqEDDhMTagwOVWhAyCzVwJDeYcRnqwL3CCKGtrnCU4Q2H2gMc9XhVD1uS1X9MN1BqfYnB3WJlAip7ojpr0SPf0Qh+/1moENXwvRzyrLa2wy7HT8a33f1VVnj3sf6n+9OyhgoXAq87e7YDxb6G19PXj8+bW4maqMU3X9Mr+r+iZHvgGZv1Nu9kQm5eI8gfIP5+7HeRmMzJl5I255NJy+BW9mMAU0vze81jCGtaR5XP3cYZzXERepJg0Jo23UqVIqBnFt5AmPwGSJoqr</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> <latexit sha1_base64="bs8QlLljyYde7WbNFuyzJJm+ZMk=">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</latexit> <latexit sha1_base64="3PNZmlEYPdihGcWyhtowCAGFOxE=">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</latexit> <latexit sha1_base64="3PNZmlEYPdihGcWyhtowCAGFOxE=">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</latexit> <latexit sha1_base64="SKz0KHpU5GzOyzzdptKEuzG8cmc=">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</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> <latexit sha1_base64="RJeBkQxsGZwaca51wXvsLvg5xLo=">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</latexit> ɿ࡞ɹͷධՁ w <latexit sha1_base64="cVZBghsUy9EWAiYBQDaAR5qcBxY=">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</latexit> <latexit sha1_base64="cVZBghsUy9EWAiYBQDaAR5qcBxY=">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</latexit> <latexit sha1_base64="cVZBghsUy9EWAiYBQDaAR5qcBxY=">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</latexit> <latexit sha1_base64="cVZBghsUy9EWAiYBQDaAR5qcBxY=">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</latexit> ɿ࡞ɹ͕࣋ͭ୯ޠू߹ɹʹ͓͍ͯ*%'͕ߴ͍୯ޠɹ݅ w <latexit sha1_base64="cVZBghsUy9EWAiYBQDaAR5qcBxY=">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</latexit> <latexit sha1_base64="cVZBghsUy9EWAiYBQDaAR5qcBxY=">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</latexit> <latexit sha1_base64="cVZBghsUy9EWAiYBQDaAR5qcBxY=">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</latexit> <latexit sha1_base64="cVZBghsUy9EWAiYBQDaAR5qcBxY=">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</latexit> Tw <latexit sha1_base64="6rPDpUjYS/gArVqXfBmXixgqbJM=">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</latexit> <latexit sha1_base64="6rPDpUjYS/gArVqXfBmXixgqbJM=">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</latexit> <latexit sha1_base64="6rPDpUjYS/gArVqXfBmXixgqbJM=">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</latexit> <latexit sha1_base64="bs8QlLljyYde7WbNFuyzJJm+ZMk=">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</latexit> <latexit sha1_base64="waDfPnnbX5AaQncdKvUace8Jyyc=">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</latexit> <latexit sha1_base64="waDfPnnbX5AaQncdKvUace8Jyyc=">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</latexit> <latexit sha1_base64="yIinef0y8bHTj0OBKfTdX4c5kbo=">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</latexit> <latexit sha1_base64="6rPDpUjYS/gArVqXfBmXixgqbJM=">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</latexit> <latexit sha1_base64="6rPDpUjYS/gArVqXfBmXixgqbJM=">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</latexit> <latexit sha1_base64="6rPDpUjYS/gArVqXfBmXixgqbJM=">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</latexit> <latexit sha1_base64="6rPDpUjYS/gArVqXfBmXixgqbJM=">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</latexit> <latexit sha1_base64="6rPDpUjYS/gArVqXfBmXixgqbJM=">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</latexit> <latexit sha1_base64="6rPDpUjYS/gArVqXfBmXixgqbJM=">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</latexit> N <latexit sha1_base64="aUDVxJLZPUYa19sNL3GRZ9U6Sfc=">AAACZHichVHLSsNAFD2Nr1qrVosgCFIsiqtyI4LiSnTjSqy1D6ilJHHUYJqEJC1o8Qd0q7hwpSAifoYbf8BFf0AQlxXcuPA2DYgW9Q4zc+bMPXfOzKi2obseUSMkdXX39PaF+yMD0cGh4djIaM61qo4mspplWE5BVVxh6KbIerpniILtCKWiGiKvHqy29vM14bi6ZW55h7YoVZQ9U9/VNcVjKr1ejiUpRX4kOoEcgCSC2LBit9jGDixoqKICARMeYwMKXG5FyCDYzJVQZ85hpPv7AseIsLbKWYIzFGYPeNzjVTFgTV63arq+WuNTDO4OKxOYpie6oyY90j290Mevtep+jZaXQ57VtlbY5eGT8cz7v6oKzx72v1R/evawi0Xfq87ebZ9p3UJr62tHF83M0uZ0fYau6ZX9X1GDHvgGZu1Nu0mLzUtE+APkn8/dCXJzKZlScno+ubwSfEUYE5jCLL/3Apaxhg1k+VyBU5zhPPQsRaW4NNZOlUKBJo5vIU1+AqJMic4=</latexit> <latexit sha1_base64="aUDVxJLZPUYa19sNL3GRZ9U6Sfc=">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</latexit> <latexit sha1_base64="aUDVxJLZPUYa19sNL3GRZ9U6Sfc=">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</latexit> <latexit sha1_base64="aUDVxJLZPUYa19sNL3GRZ9U6Sfc=">AAACZHichVHLSsNAFD2Nr1qrVosgCFIsiqtyI4LiSnTjSqy1D6ilJHHUYJqEJC1o8Qd0q7hwpSAifoYbf8BFf0AQlxXcuPA2DYgW9Q4zc+bMPXfOzKi2obseUSMkdXX39PaF+yMD0cGh4djIaM61qo4mspplWE5BVVxh6KbIerpniILtCKWiGiKvHqy29vM14bi6ZW55h7YoVZQ9U9/VNcVjKr1ejiUpRX4kOoEcgCSC2LBit9jGDixoqKICARMeYwMKXG5FyCDYzJVQZ85hpPv7AseIsLbKWYIzFGYPeNzjVTFgTV63arq+WuNTDO4OKxOYpie6oyY90j290Mevtep+jZaXQ57VtlbY5eGT8cz7v6oKzx72v1R/evawi0Xfq87ebZ9p3UJr62tHF83M0uZ0fYau6ZX9X1GDHvgGZu1Nu0mLzUtE+APkn8/dCXJzKZlScno+ubwSfEUYE5jCLL/3Apaxhg1k+VyBU5zhPPQsRaW4NNZOlUKBJo5vIU1+AqJMic4=</latexit> E(w) = X ti 2TOP(Tw,N) IDF(ti) <latexit sha1_base64="8dIX0Eax1UJwqRIcZNi8XiQN45M=">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</latexit> <latexit sha1_base64="8dIX0Eax1UJwqRIcZNi8XiQN45M=">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</latexit> <latexit sha1_base64="8dIX0Eax1UJwqRIcZNi8XiQN45M=">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</latexit> <latexit sha1_base64="8dIX0Eax1UJwqRIcZNi8XiQN45M=">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</latexit> TOP(Tw, N) <latexit sha1_base64="mbfE8LYMONMCxjPEgGw4/DBjtUg=">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</latexit> <latexit sha1_base64="mbfE8LYMONMCxjPEgGw4/DBjtUg=">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</latexit> <latexit sha1_base64="mbfE8LYMONMCxjPEgGw4/DBjtUg=">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</latexit> <latexit sha1_base64="mbfE8LYMONMCxjPEgGw4/DBjtUg=">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</latexit>
• ࡞λΠτϧʹؚ·ΕΔ୯ޠͷIDFͷͷҧ͍ʹண • ൢചଅਐͷޮՌ͕ߴ͍࡞ɺ࡞λΠτϧʹIDF͕ߴ͍୯ޠΛؚΈͭͭɺ IDF͕͍୯ޠؚΜͰ͍Δ • ΧςΰϦؒҧ͍ͷ࡞ʢݕࡧੑͷ্ʹར༻ʣɺ࡞λΠτϧͷຆͲͷ ୯ޠͷIDF͕ߴ͍ 20 ك᧵ͷྨ
࡞λΠτϧʹؚ·ΕΔ୯ޠͷ*%'ͷඪ४ภ͕ࠩେ͖͍ͷΛ ൢചଅਐͷޮՌ͕ߴ͍࡞ͱͯ͠ݕग़
21 ඪ४ภࠩͷҧ͍ͷྫ ࡒͷ࡞ू߹ʹ͓͚ΔΧςΰϦؒҧ͍ͷ࡞ λΠτϧ ʲड੍࡞ʳύϥϑΟϯൕͷࢴାόοάੜΓ ୯ޠ ड ੍࡞ ύϥϑΟϯ ൕ
ࢴା όοά ੜΓ *%' λΠτϧ ʰίɾνϟοϐʔʱɹϨΠχʔϑϩοάɹ͔͑ΔϛχΥϨοτɹϛχࡒ ୯ޠ ίɾνϟοϐʔ ϨΠχʔϑϩοά ϛχ ΥϨοτ ࡒ *%' ࡒͷ࡞ू߹ʹ͓͚ΔൢചଅਐͷޮՌ͕ߴ͍࡞ ඪ४ภࠩ ඪ४ภࠩ
4. ධՁ
• ك᧵ͱ୯ޠͷग़ݱසͷؔੑ • ࡞ͷධՁͷ্Ґʹك᧵͕Ґஔ͚ͮΒΕΔ͜ͱΛ֬ೝ • ك᧵ͷ༻్ผͷྨ • ࡞λΠτϧʹؚ·ΕΔ୯ޠͷIDFͷඪ४ภࠩʹΑͬͯɺك᧵Λ༻్ผʹ ྨͰ͖Δ͜ͱΛ֬ೝ 23
ධՁ߲
• minne ͔Βநग़ͨ͠࡞ू߹ʹରͯ͠ఏҊख๏Λద༻͠2ͭͷௐࠪΛ࣮ࢪ • ࡞ू߹ɿ6909݅ʢࡒΧςΰϦɿ6904݅ɺόοάΧςΰϦɿ5݅ʣ • ൢചଅਐͷޮՌ͕ߴ͍࡞ͷྫͱͯ͠ɺminneͷӡӦऀ͕खಈͰൃݟͯ͠ αΠτ্Ͱհ͍ͯ͠Δ࡞Λ5݅ΛؚΉ • ΧςΰϦؒҧ͍ͷ࡞ͷྫͱͯ͠ɺόοάΧςΰϦͷ࡞Λ5݅ΛؚΉ
• ͜ΕΒ10݅Λك᧵ͷྫʹઃఆ 24 ك᧵ͱ୯ޠͷग़ݱසͷؔੑ NJOOF(.0ϖύϘגࣜձ͕ࣾӡӦ͢ΔϋϯυϝΠυ࡞Λѻ͏&$αΠτ
25 ௐࠪ1ɿධՁʹ͓͚Δك᧵ͷྫͷ • ฏۉ͔Β࠷େʹ͔͚ͯك᧵ͷྫ͕ • ك᧵ͷྫ͕ൺֱతߴ͍ධՁ • ฏۉۙʹك᧵ • 1୯ޠͷΈ͕͍͠୯ޠͰɺͦͷଞසൟ
ʹར༻͞ΕΔ୯ޠͰߏ͞ΕΔ࡞ ఏҊख๏ʹΑͬͯٻΊͨධՁʹ͓͍ͯك᧵ͷྫ͕͢ΔҐஔΛ֬ೝ
• ධՁͷ্Ґͷ΄͏͕ك᧵ͱஅͰ͖Δ࡞͕ଟ͍ 26 ௐࠪ2ɿධՁͷ্ҐͱԼҐͷك᧵ͷׂ߹ͷൺֱ ্Ґ ԼҐ ൢചଅਐͷޮՌ͕ߴ͍࡞
ΧςΰϦؒҧ͍ͷ࡞ ك᧵ʢখܭʣ ධՁͷ্ҐͱԼҐͷ࡞ΛࢹͰ50݅ͣͭ֬ೝ͠ɺؚ·ΕΔك᧵ͷׂ߹ΛٻΊͨ
• σʔληοτك᧵ͱ୯ޠͷग़ݱසͷؔੑͷධՁͰར༻ͨ͠ͷͱಉ༷ • σʔληοτʹఏҊख๏Λద༻͠ɺ࡞λΠτϧʹؚ·ΕΔ୯ޠͷIDFͷඪ४ ภࠩΛٻΊɺك᧵ͷྫͷΛ֬ೝ 27 ك᧵ͷ༻్ผͷྨ
28 ඪ४ภࠩʹ͓͚Δك᧵ͷྫͷ • ൢചଅਐͷޮՌ͕ߴ͍࡞ͱΧςΰϦؒҧ͍ ͷ࡞ͷ͕͢Δ͕͋Δ • ্ҐʹൢചଅਐͷޮՌ͕ߴ͍࡞͕ ɹˠ ਪનʹར༻Մೳͱߟ͑ΒΕΔ
5. ·ͱΊͱࠓޙͷ՝
• ࡞ू߹ʹ͓͍ͯ࡞λΠτϧʹؚ·ΕΔ୯ޠͷग़ݱසΛईͱͯ͠ɺ͜ͷ ई͕૬ରతʹ͍࡞Λك᧵ͱͯ͠ݕग़͠ɺك᧵Λ༻్ผʹྨ͢Δख ๏ΛఏҊ • ఏҊख๏ʹΑͬͯٻΊͨධՁͷ্Ґʹك᧵͕ଟؚ͘·ΕΔ͜ͱΛ֬ೝ • ࡞λΠτϧʹؚ·ΕΔ୯ޠͷग़ݱසͷඪ४ภࠩʹ͓͍ͯɺൢചଅਐͷޮՌ ͕ߴ͍࡞ͱΧςΰϦؒҧ͍ͷ࡞͕͢ΔΛ֬ೝ 30
·ͱΊ
• ࡞ͷධՁͷܭࢉʹඪ४ภࠩΛΈࠐΉ͜ͱͰɺൢചଅਐͷޮՌ͕ߴ͍࡞ ͷݕग़ਫ਼Λ্ • ࣮ڥʹ͓͍ͯɺൢചଅਐͷޮՌ͕ߴ͍࡞Λਪનʹར༻ͨ͠߹ͷޮՌΛධ Ձ 31 ࠓޙͷ՝