- This Project focuses on the ways of finding citizen problems with their locations by using tweet data.
- Analyzing the collected data to get information of any city event, citizen's complaint or requests about a problem.
- Detecting tweets, which have any city problem
- Two datasets were created consists of the tweets that have an event information or a problem the tweets, which have other information not related to our study.
- Then Naive Bayes classifier was trained on the annotated tweets and was tested on a separate set of tweets.
- A location recognizer, which finds the Turkish place names in a text, is created and applied on the tweets that are marked as information-containing by the classifier to detect the location of the problem precisely.
Domain
- ML
- Data Analysis
- Web Development
IEEE Research Paper : Link
Google Docs : Link