/LinkPrediction-IN-DBLP

Primary LanguageJavaScript

Link-Prediction-In-DBLP

How to execute the project in your own computer

  1. Download the github project ot your computer or clone it by executing the following command in a command prompt git clone https://github.com/mohammedi-haroune/Link-Prediction-In-DBLP.git

  2. Download the InteliJ IDEA IDE

  3. From the menu bar :

File ==> New ==> Project from Existing Source... ===> choose the project directory ==> choose SBT from the list ==> Finish

Running the Example

In the Application.main method :

  1. Replace the /path/to/spark/checkpoint by any directory in your computer (this is required by Spark)

  2. Replace the path/to/dbpl/file by the path to the dblp file in you computer

This file must be downloaded from https://aminer.org/citation, please choose a version with the first format (V1-V4, V7, V8) or download the lastest version

  1. Right click and Run

The result will be saved in a directory named output in your project directory and the attributes informatiosn (weights changes) in a file named attributesInformation.txt

    project   
    │
    └───output
        |
        └───phaseId(startLearning:EndLearning-startLabeling:EndLabeling)
            |
            └───Attributes            
            |   |
            |   └─── {a directory for each attribute classification}
            |
            └───Aggregations
            |   |
            |   └─── {a directory for each Aggregation result}
            |
            └───PhaseInfo
                |
                └─── {a directory describing the current phase}

here's a screenshot showing the example output :

screenshot