Text mining and visualization using VOSviewer
By Nees Jan van Eck, Ludo Waltman. arXiv.org, 2011
802 citations recorded by the source corpus.
VOSviewer is a computer program for creating, visualizing, and exploring bibliometric maps of science. In this report, the new text mining functionality of VOSviewer is presented. A number of examples are given of applications in which VOSviewer is used for analyzing large amounts of text data.
View Paper: https://www.semanticscholar.org/paper/eebd8c9e1dce3656de1d6a2c92fa26d82087447e
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
- Kuttimani Tamilmani
- Nripendra P. Rana
- Nees Jan van Eck
- Ludo Waltman
- Hernisa Kacorri
- Yogesh Kumar Dwivedi
- Sarit Barzilai
- Pushp P. Patil
Citations in the corpus
- People with Visual Impairment Training Personal Object Recognizers: Feasibility and Challenges (2017, methodology): “Specifically, we apply VOSViewer text mining [23] to VizWiz users’ questions, a total of 33 , 543 transcribed questions.”
- A review of research on metacognition in science education: current and future directions (2013, methodology): “…research In order to examine the frequencies and the relations between the recurring constructs that appeared in the abstracts of the 178 studies, we created a term map using VOSviewer bibliometric mapping software (van Eck & Waltman, 2010, 2011; van Eck, Waltman, Dekker, & van den Berg, 2010).”
- Visualizing Bibliometric Networks (2014, methodology): “Finally, we briefly mention VOSviewer’s text mining functionality for constructing co-occurrence networks of terms extracted from English-language textual data, for instance from titles and abstracts of publications (Van Eck & Waltman, 2011).”
- Advances in Social Media Research: Past, Present and Future (2017, methodology): “VOSviewer allows visualization of similarities in publications and authors through an examination of bibliometric networks.”
- Toward a taxonomy of career studies through bibliometric visualization (2014, methodology): “We created the science maps using the VOSviewer software developed by van Eck and Waltman (Van Eck & Waltman, 2011; Waltman, van Eck, &Noyons, 2010).”
- Citation-based clustering of publications using CitNetExplorer and VOSviewer (2017, methodology): “To create this visualization, the titles and abstracts of the 7,998 publications belonging to cluster 3 were analyzed using natural language processing techniques (Van Eck & Waltman, 2011).”