Metadata-Version: 1.1
Name: reveal-user-classification
Version: 0.1.1
Summary: Performs user classification into labels using a set of seed Twitter users with known labels andthe structure of the interaction network between them.
Home-page: https://github.com/MKLab-ITI/reveal-user-classification
Author: Georgios Rizos
Author-email: georgerizos@iti.gr
License: Apache
Description: reveal-user-classification
        ==========================
        
        Performs user classification into labels using a set of seed Twitter users with known labels and the structure of the interaction network between them.
        
        Features
        --------
        - Graph-based, multi-label user classification platform.
        - Implementation of the ARCTE (Absorbing Regularized Commute Times Embedding) algorithm for graph-based feature extraction.
        - Both python vanilla and cython-optimized versions.
        - Implementation of other feature extraction methods for graphs (Laplacian Eigenmaps, Louvain, MROC).
        - Evaluation score and time benchmarks.
        
        Install
        -------
        
        To install for all users on Unix/Linux:
        
            python setup.py build
            sudo python setup.py install
          
        Alternatively:
        
            pip install reveal-user-classification
        
        Reveal-FP7 Integration
        ----------------------
        There is one console entry point:
        
            user_network_profile_classifier assessment_id
            
        where `assessment_id` is the address of a MongoDB instance.
        
        ### Configuration
        The configuration of the [reveal-user-annotation](https://github.com/MKLab-ITI/reveal-user-annotation) project is required. Follow the README instructions.
        
        Experiments
        -----------
        (Section under construction.)
Keywords: online-social-network user-classification Reveal-FP7
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Operating System :: Unix
Classifier: Programming Language :: Cython
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: Implementation
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Topic :: Scientific/Engineering :: Information Analysis
