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An Author Topic Analysis of Tobacco Regulation Investigators
To facilitate the implementation of the Family Smoking Prevention and Tobacco Control Act of 2009, the Federal Drug Agency (FDA) Center for Tobacco Products (CTP) has identified research priorities under the umbrella of tobacco regulatory science (TRS). As a newly introduced field, the current lands...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Medical Informatics Association
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4333701/ https://www.ncbi.nlm.nih.gov/pubmed/25717403 |
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author | Li, Ding Cheng Okamoto, Janet Leischow, Scott Liu, Hongfang |
author_facet | Li, Ding Cheng Okamoto, Janet Leischow, Scott Liu, Hongfang |
author_sort | Li, Ding Cheng |
collection | PubMed |
description | To facilitate the implementation of the Family Smoking Prevention and Tobacco Control Act of 2009, the Federal Drug Agency (FDA) Center for Tobacco Products (CTP) has identified research priorities under the umbrella of tobacco regulatory science (TRS). As a newly introduced field, the current landscape of TRS research is unclear. In this work, we conducted a bibliometric study of TRS research by applying author topic modeling on MEDLINE citations published by currently-funded TRS principle investigators. Our initial results show that author topic modeling can address the issue of research interests reasonably. Furthermore, a network involving authors, topics and words can be established for more detailed bibliometric analysis. This network may also be useful to grantees and funding administrators in suggesting potential collaborators or identifying those that share common research interests for data harmonization or other purposes. |
format | Online Article Text |
id | pubmed-4333701 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | American Medical Informatics Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-43337012015-02-25 An Author Topic Analysis of Tobacco Regulation Investigators Li, Ding Cheng Okamoto, Janet Leischow, Scott Liu, Hongfang AMIA Jt Summits Transl Sci Proc Articles To facilitate the implementation of the Family Smoking Prevention and Tobacco Control Act of 2009, the Federal Drug Agency (FDA) Center for Tobacco Products (CTP) has identified research priorities under the umbrella of tobacco regulatory science (TRS). As a newly introduced field, the current landscape of TRS research is unclear. In this work, we conducted a bibliometric study of TRS research by applying author topic modeling on MEDLINE citations published by currently-funded TRS principle investigators. Our initial results show that author topic modeling can address the issue of research interests reasonably. Furthermore, a network involving authors, topics and words can be established for more detailed bibliometric analysis. This network may also be useful to grantees and funding administrators in suggesting potential collaborators or identifying those that share common research interests for data harmonization or other purposes. American Medical Informatics Association 2014-04-07 /pmc/articles/PMC4333701/ /pubmed/25717403 Text en ©2014 AMIA - All rights reserved. This is an Open Access article: verbatim copying and redistribution of this article are permitted in all media for any purpose |
spellingShingle | Articles Li, Ding Cheng Okamoto, Janet Leischow, Scott Liu, Hongfang An Author Topic Analysis of Tobacco Regulation Investigators |
title | An Author Topic Analysis of Tobacco Regulation Investigators |
title_full | An Author Topic Analysis of Tobacco Regulation Investigators |
title_fullStr | An Author Topic Analysis of Tobacco Regulation Investigators |
title_full_unstemmed | An Author Topic Analysis of Tobacco Regulation Investigators |
title_short | An Author Topic Analysis of Tobacco Regulation Investigators |
title_sort | author topic analysis of tobacco regulation investigators |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4333701/ https://www.ncbi.nlm.nih.gov/pubmed/25717403 |
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