Do Intelligent Robots Need Emotion?

What's your opinion?

Tools and Techniques for Text Mining and Visualization

 .

This chapter covers 19 popular open-access text mining and visualization tools, including R, Topic-Modeling-Tool, RapidMiner, WEKA, Orange, Voyant Tools, Gephi, Tableau Public, Infogram, and Microsoft Power BI, among others, with their applications, pros, and cons. As there are many text mining and visualization tools available, we covered only those open-source tools that have a simple GUI so that information professionals who are new to these tools can learn to use and implement them in their daily work.

.

https://link.springer.com/chapter/10.1007/978-3-030-85085-2_10

.

References

  1. Yang Q, Zhang X, Du X, Bielefield A, Liu Y (2016) Current market demand for core competencies of librarianship—a text mining study of American Library Association’s Advertisements from 2009 through 2014. Appl Sci 6(2):48. https://doi.org/10.3390/app6020048

    CrossRef Google Scholar 

  2. Lee J, Lapira E, Bagheri B, Kao H (2013) Recent advances and trends in predictive manufacturing systems in big data environment. Manuf Lett 1(1):38–41. https://doi.org/10.1016/j.mfglet.2013.09.005

    CrossRef Google Scholar 

  3. Noh Y (2015) Imagining Library 4.0: creating a model for future libraries. J Acad Librariansh 41(6):786–797. https://doi.org/10.1016/j.acalib.2015.08.020

    CrossRef Google Scholar 

  4. Abinaya G, Winster SG (2014) Event identification in social media through latent dirichlet allocation and named entity recognition. In: Proceedings of IEEE international conference on computer communication and systems ICCCS14, pp 142–146. https://doi.org/10.1109/ICCCS.2014.7068182

  5. Google Code Archive. Long-term storage for Google Code Project Hosting. https://code.google.com/archive/p/topic-modeling-tool/wikis/TopicModelingTool.wiki. Accessed 12 Aug 2020

  6. Nguyen G, Dlugolinsky S, Bobák M, Tran V, López García Á, Heredia I, Malík P, Hluchý L (2019) Machine learning and deep learning frameworks and libraries for large-scale data mining: a survey. Artif Intell Rev 52:77–124. https://doi.org/10.1007/s10462-018-09679-z

    CrossRef Google Scholar 

  7. Sci2 Team (2009) Science of Science (Sci2) Tool. Indiana University and SciTech Strategies. https://sci2.cns.iu.edu

  8. LancsBox Manual (2020) http://corpora.lancs.ac.uk/lancsbox/docs/pdf/LancsBox_5.1_manual.pdf. Accessed 2 Apr 2021

  9. Gephi (2017) https://gephi.org/users/download/. Accessed 12 Aug 2020

  10. Power BI Tutorial (2021) https://data-flair.training/blogs/power-bi-tutorial/. Accessed 2 Apr 2021

  11. RAWGraphs (2021) https://rawgraphs.io/. Accessed 2 Apr 2021
by at
Tags , , , ,