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Daniel Tseng
January 14, 2013
Programming
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[email protected]
Daniel Tseng
January 14, 2013
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Transcript
IR final project -Food Type Parser 李維珣 曾建勳 江軍 2013.1
@NTU.IM
Agenda •Inspiration •Implementation •Demo •Future
Inspiration • Movie • Boy / Girl • Recipe
Inspiration • Movie • Boy / Girl • Recipe many
topic / title
Inspiration • Movie • Boy / Girl • Recipe many
topic / title bias / irony
Inspiration • Movie • Boy / Girl • Recipe many
topic / title bias / irony data / resource / interesting
Inspiration • Movie • Boy / Girl • Recipe many
topic / title bias / irony data / resource / interesting
Implementation
Implementation jsoup ->
Implementation jsoup icook.tw ->
Implementation jsoup icook.tw -> icook.tw/recipes/35822
Implementation jsoup icook.tw ->
Implementation jsoup icook.tw -> ->
Implementation jsoup icook.tw training data -> ->
Implementation jsoup icook.tw training data -> -> 500 docs ↑
Implementation -> labeling
Implementation -> labeling 義式
Implementation -> labeling 義式 法式
Implementation -> labeling 義式 法式 南洋
Implementation -> labeling 義式 法式 南洋 中式
Implementation -> labeling 義式 法式 南洋 中式 歐式
Implementation -> labeling 義式 法式 南洋 中式 歐式 美式
Implementation -> labeling 義式 法式 南洋 中式 歐式 美式 日式
Implementation -> labeling 義式 法式 南洋 中式 歐式 美式 日式
韓式
Implementation -> training data
Implementation -> training data mmseg4j
mmseg4j ?
mmseg4j 中式地瓜粥
mmseg4j 廣式 海鮮 粥
如果你有認真 聽我簡報的話
mmseg4j 中式地瓜粥
mmseg4j 中式 地瓜 粥
Implementation -> training data mmseg4j
Implementation -> training data mmseg4j ->
Implementation -> training data mmseg4j -> feature selection
Implementation -> training data mmseg4j -> feature selection LLR(log likelihood
ratio)
Implementation java servlet Apache Tomcat
Implementation ->
Implementation -> food name
Implementation -> food name url
Implementation -> food name url recipe
Implementation -> food name url recipe -> Naïve Bayes
Demo
Future precision increasing relative food suggestion
Q&A
Thank you