Difference between revisions of "Text Analytics for Predicting Crisis Events in Veterans"
From REU@MU
(→Milestones:) |
(→Project Description:) |
||
| (2 intermediate revisions by the same user not shown) | |||
| Line 3: | Line 3: | ||
=='''Project Description:'''== | =='''Project Description:'''== | ||
| − | Veterans can have a hard time returning to civilized life. They can end up in various crises such as arrest, hospitalization, relapse, or angry outbursts. We want to help the veterans by predicting if they will be in crisis. | + | Veterans can have a hard time returning to civilized life. They can end up in various crises such as police contact, arrest, hospitalization, relapse, or angry outbursts. We want to help the veterans by predicting if they will be in crisis. |
=='''Project Goal:'''== | =='''Project Goal:'''== | ||
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans. | Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans. | ||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
=='''Milestones:'''== | =='''Milestones:'''== | ||
| Line 40: | Line 24: | ||
*Continue programming feedback activity (Android) | *Continue programming feedback activity (Android) | ||
*Continue programming serverside feedback activity (Php, mysql) | *Continue programming serverside feedback activity (Php, mysql) | ||
| − | * | + | *Start programming feedback activity (iOS) |
*TBD: Collect data from apps | *TBD: Collect data from apps | ||
|- | |- | ||
| Line 55: | Line 39: | ||
*Practice implementing NLP with a kaggle dataset | *Practice implementing NLP with a kaggle dataset | ||
|- | |- | ||
| − | |Week 5 | + | |Week 5: TBD - Collect data |
| − | + | ||
| − | + | ||
| − | + | ||
| − | + | ||
| | | | ||
*Hopefully have veterans use apps to get data | *Hopefully have veterans use apps to get data | ||
*Will update wiki when I know we'll have veterans | *Will update wiki when I know we'll have veterans | ||
| + | |- | ||
| + | |Week 6: TBD - Extract data | ||
| + | | | ||
| + | *Implement PHP/python script to export data into Excel or Csv file | ||
|- | |- | ||
|Week 7: NLP on Data | |Week 7: NLP on Data | ||
Latest revision as of 20:21, 5 June 2020
Student: Wylie Frydrychowicz
Mentor: Dr. Praveen Madiraju
Project Description:
Veterans can have a hard time returning to civilized life. They can end up in various crises such as police contact, arrest, hospitalization, relapse, or angry outbursts. We want to help the veterans by predicting if they will be in crisis.
Project Goal:
Using data we collect from mobile applications that we built and continue to build, we want to create a machine learning algorithm that uses NLP (Natural Language Processing) to predict crisis events in veterans.
Milestones:
| Week | Description |
| Week 1: Orientation |
|
| Week 2: Android/iOS programming |
|
| Week 3: Group Messaging |
|
| Week 4: Natural Language Processing |
|
| Week 5: TBD - Collect data |
|
| Week 6: TBD - Extract data |
|
| Week 7: NLP on Data |
|
| Week 8: Research Paper |
|
| Week 9: Poster |
|
| Week 10: Finale |
|
