yao8839836 / ProbaseLDA

In PAKDD 2015. Incorporating Probabilistic Knowledge into Topic Models

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Probase-LDA

The implementation of our papar:

Yao, L., Zhang, Y., Wei, B., Qian, H., & Wang, Y. (2015, May). Incorporating probabilistic knowledge into topic models. In Pacific-Asia Conference on Knowledge Discovery and Data Mining (pp. 586-597). Springer, Cham.

Usage

Main Entry: src/test/MultiDomainTask.java

Before running the main entry, I use src/test/RunConceptualization.java to perform conceptualization and concept clustering.

Probase sql file used in the paper: http://pan.baidu.com/s/1qXvIgXI

Also can be downloaded from: https://drive.google.com/open?id=1zgbkhOAbCojyRxC_eoP9DeEaORUUO2B7

Building database index can reduce the time cost of the implementation greatly.

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In PAKDD 2015. Incorporating Probabilistic Knowledge into Topic Models


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Language:Java 100.0%