This project uses a Soar agent and the Naive Bayes model to predict whether the user will find a restaurant good, okay, or bad based on training. Users can search for restaurants they have been to using keywords and specific locations to query the Yelp API for a business search. They can then select the restaurant and provide whether it was good, okay, or bad. They can follow a similar process to query the system for a classification on the restaurant. The user can save and load at any time.
Currently, the features that the model uses are category, price, review count, and rating.
This project makes use of Soar Reasoning Models.
These instructions will explain how to run the application and the tests. This project is only compatible with Java 11 and above.
As mentioned above, this application requires Soar Reasoning Models to run. Download the latest jar here. Ensure that the name of the jar is "SoarReasoningModels". You should install this jar into Maven via the following command while in the project directory (with the appropriate fields filled out):
mvn install:install-file -Dfile=<path-to-file> -DgroupId=com.davidzhang -DartifactId=SoarReasoningModels -Dversion=<version> -Dpackaging=jar
Before compiling, you should enter your API Key into the application. In src/main/java/yelpclassifier/yelpquery/HttpClientQuery.java, there is a field, API_KEY, for an API Key at the top of the class. Set this field to be your Yelp API Key.
Assuming Maven is properly installed (see link below if not) and you are in the correct working directory, to compile the project after it has been downloaded, run the command mvn compile.
Mac
To run the tests, simply use Maven's test lifecycle via the following command mvn test.
Windows
To run the tests, use the Maven surefire plugin's test goal. In the command line, enter mvn surefire:test@windows.
Mac
Simply use Maven exec plugin's exec goal via the following command on the command line: mvn exec:exec.
Windows
Before running the main class, set a run configuration that has the following environmental variable:
- Name =
PATH - Value =
/path/to/this/project/src/main/resources