DocumentationIndex_v2 - Strategic-Futures-Lab/Topic_Mapping_Pipeline GitHub Wiki

Topic Mapping Pipeline

Documentation Index

References

Latent Dirichlet Allocation

David M. Blei, Andrew Y. Ng, and Michael I. Jordan. 2003. Latent dirichlet allocation. In Journal of machine Learning research, vol. 3, pp. 993–1022.

@Article{Blei2003,
  author    = {Blei, David M. and Ng, Andrew Y. and Jordan, Michael I.},
  journal   = {Journal of machine Learning research},
  title     = {Latent dirichlet allocation},
  year      = {2003},
  pages     = {993--1022},
  volume    = {3},
  publisher = {JMLR. org},
}

Gibbs Sampling

Thomas L. Griffiths and Mark Steyvers. 2004. Finding scientific topics. In Proceedings of the National academy of Sciences, vol. 101, suppl. 1, pp. 5228–5235.

@Article{Griffiths2004,
  title     = {Finding scientific topics},
  author    = {Griffiths, Thomas L and Steyvers, Mark},
  journal   = {Proceedings of the National academy of Sciences},
  volume    = {101},
  number    = {suppl 1},
  pages     = {5228--5235},
  year      = {2004},
  publisher = {National Acad Sciences}
}

Bubble Treemap

Jochen Görtler, Christoph Schulz, Daniel Weiskopf, and Oliver Deussen. 2018. Bubble Treemaps for Uncertainty Visualization. In IEEE Transactions on Visualization and Computer Graphics, vol. 24 issue 1, pp. 719-728.

@Article{Goertler2018,
  author     = {Görtler, Jochen and Schulz, Christoph and Weiskopf, Daniel and Deussen, Oliver},
  doi        = {10.1109/TVCG.2017.2743959},
  journal    = {IEEE Transactions on Visualization and Computer Graphics},
  number     = {1},
  pages      = {719-728},
  title      = {Bubble Treemaps for Uncertainty Visualization},
  volume     = {24},
  year       = {2018},
  url        = {http://graphics.uni-konstanz.de/publikationen/Goertler2018BubbleTreemapsUncertainty},
}

Third-Party Software

Stanford CoreNLP

Website: stanfordnlp.github.io/CoreNLP

License: GNU General Public License v3 (GPL-3)

Cite:

Christopher D. Manning, Mihai Surdeanu, John Bauer, Jenny Finkel, Steven J. Bethard, and David McClosky. 2014. The Stanford CoreNLP Natural Language Processing Toolkit. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pp. 55-60.

@InProceedings{Manning2014,
  author    = {Manning, Christopher D. and  Surdeanu, Mihai  and  Bauer, John  and  Finkel, Jenny  and  Bethard, Steven J. and  McClosky, David},
  title     = {The {Stanford} {CoreNLP} Natural Language Processing Toolkit},
  booktitle = {Association for Computational Linguistics (ACL) System Demonstrations},
  year      = {2014},
  pages     = {55--60},
  url       = {http://www.aclweb.org/anthology/P/P14/P14-5010}
}

Mallet

Website: mallet.cs.umass.edu

License: Common Public License 1.0 (CPL-1.0)

Cite:

Andrew Kachites McCallum. 2002. MALLET: A Machine Learning for Language Toolkit. http://mallet.cs.umass.edu

@unpublished{McCallum2002,
  author     = {McCallum, Andrew Kachites},
  title      = {MALLET: A Machine Learning for Language Toolkit},
  note       = {http://mallet.cs.umass.edu},
  year       = {2002},
}

JBox2D

Website: www.jbox2d.org

License: BSD 2-Clause License (FreeBSD/Simplified)

FastCSV

GitHub: github.com/osiegmar/FastCSV

License: MIT License (Expat)

JSON-Simple

GitHub: github.com/fangyidong/json-simple

License: Apache License 2.0 (Apache-2.0)

PDFBox

Website: pdfbox.apache.org

License: Apache License 2.0 (Apache-2.0)

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