Past selected projects and outcomes

Open-data

用天氣資料預測大眾交通工具使用量  — 以台北捷運與Washington…

Playing word2vec with pre-trained model

Introduction

There are many pre-trained models provided by facebook, google or research institutes (e.g., Academic SINICA in Taiwan). Learners can download these pre-trained models, playing with them, even doing research…

Potential topics for students: Twitter

Tweets

• Mining tweets related to specific topics. Tweets data contain many heterogeneous fields which can be extended to apply social network analysis method or spatial-temporal analysis on it.

DataScienceDigest:Personal Information

Case: Location history

Digest: Personal Information

Mobile sensing

pacoapp https://www.pacoapp.com/

Learn to educate data journalists

編制教材的考量

我在決定一個學期應該上什麼內容、引進什麼技術時，考慮的是以下的問題

• 傳播研究需要什麼資料分析技術？ e.g., 我們想要分析小編的po文情緒和後面的回文情緒。 e.g., 要怎麼樣弄到四大報有關食安的所有新聞來做文本分析？
• 未來記者的必要性的技能是什麼？比如「去哪裡拿資料？又怎麼拿下來？」；或是學生能夠知道資料如何被組織在檔案裡面，一共有四種常見的資料格式，依照…

Digest: TW2018Election

Before election: OpView before 11/23 by reporter

Cooperating with opview platform, they used monitor online political opinion before 11/23.