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Identifying interdisciplinarity through the disciplinary classification of coauthors of scientific publications

Giovanni Abramo, Ciriaco Andrea D'Angelo, Flavia Di Costa
2012 Journal of the American Society for Information Science and Technology  
The methodology adopts an innovative bibliometric approach based on the disciplinary affiliation of publication co-authors.  ...  The growing complexity of challenges involved in scientific progress demands ever more frequent application of competencies and knowledge from different scientific fields.  ...  Identifying interdisciplinarity through the disciplinary classification of coauthors of scientific publications.  ... 
doi:10.1002/asi.22647 fatcat:75aflebip5gydoew264plikl7e

Mixing Patterns in Interdisciplinary Co-Authorship Networks at Multiple Scales

Shihui Feng, Alec Kirkley
2020 Scientific Reports  
We aim to explore this question by assessing collaborative preferences in interdisciplinary research at multiple scales through the examinination of disciplinary mixing patterns at the individual, dyadic  ...  , and team level in a coauthor network from the field of artificial intelligence in education, an emerging interdisciplinary area.  ...  Consequently, ISI journal subject categories for a researcher's past publications are used for identifying the disciplinary profile of a researcher in this study.  ... 
doi:10.1038/s41598-020-64351-3 pmid:32382037 fatcat:uwnyp5r5djd5li72rdnqmwlp3y

Specialization versus diversification in research activities: the extent, intensity and relatedness of field diversification by individual scientists

Giovanni Abramo, Ciriaco Andrea D'Angelo, Flavia Di Costa
2017 Scientometrics  
For this purpose we propose three bibliometric indicators, based on the disciplinary placement of scientific output of individual scientists.  ...  The empirical investigation shows that the extent of diversification is lowest for scientists in Mathematics and highest in Chemistry; intensity of diversification is lowest in Earth sciences and highest  ...  This is reflected in the increasing number of coauthored publications and coauthors per publication.  ... 
doi:10.1007/s11192-017-2426-7 fatcat:jdefooyfffe37knbdhyn3aaj3i

Classifying scientific disciplines in Slovenia: A study of the evolution of collaboration structures

Luka Kronegger, Franc Mali, Anuška Ferligoj, Patrick Doreian
2014 Journal of the Association for Information Science and Technology  
The clusters of disciplines for the Slovene science system revealed 5 clusters of scientific disciplines that, in large measure, correspond with the official national classification of sciences.  ...  However, there were also some significant differences pointing to the need for a dynamic classification system of sciences to better characterize them.  ...  Acknowledgments This research has been supported by the Slovenian Research Agency (10-ECRP-044).  ... 
doi:10.1002/asi.23171 fatcat:xwy5v6wjkjahpfx7xx4tofobli

Comparison of Interdisciplinarity among Domains: From the Viewpoint of the Diversity of Researchers' Fields of Specialization
学際性の分野間比較:研究者の専門分野の多様性に着目して

Chizuko TAKEI, Fuyuki YOSHIKANE, Hiroshi ITSUMURA
2018 Journal of Japan Society of Library and Information Science  
Identifying interdisciplinarity through the disci- plinary classification of coauthors of scientific publications, Journal of the American Society for Infor- mation Science and Technology. vol. 63, no  ...  Analysis of cross-disciplinary research through bibliometric tools, Moed, Henk F.; Glänzel, Wolfgang; and Schmoch, Urich eds. Handbook of quantitateve science and technology research.  ... 
doi:10.20651/jslis.64.1_19 fatcat:tpmstf5jpre2vmmywugui356wa

The advantages of interdisciplinarity in modern science [article]

Moreno Bonaventura, Vito Latora, Vincenzo Nicosia, Pietro Panzarasa
2017 arXiv   pre-print
Here we conduct a comparative assessment of the scientific success of specialized and interdisciplinary researchers in modern science.  ...  Drawing on comprehensive data sets on scientific production, we propose a two-pronged approach to interdisciplinarity.  ...  Through this strategy, collaboration promotes cross-fertilization of various disciplinary areas, and ultimately intensifies all coauthors' (background) interdisciplinarity through the acquisition of new  ... 
arXiv:1712.07910v1 fatcat:fgrfdweutfexnmisgt6ktrpxzm

Do interdisciplinary research teams deliver higher gains to science?

Giovanni Abramo, Ciriaco Andrea D'Angelo, Flavia Di Costa
2017 Scientometrics  
Unlike previous studies, in this study the interdisciplinarity of the publications is not inferred through their citing or cited references, but rather by identifying the authors' designated fields of  ...  For this we draw on the scientific classification of Italian academics, and their publications as indexed in the WoS over a five-year period (2004-2008).  ...  The results show that in more than 90% of scientific disciplines (by NSF classification) the publications of the most-cited set have higher levels of interdisciplinarity.  ... 
doi:10.1007/s11192-017-2253-x fatcat:tu4tj5dkkbdgtkxmbhlci4t3ga

Analysing Institutions Interdisciplinarity by Extensive Use of Rao-Stirling Diversity Index

Lorenzo Cassi, Raphaël Champeimont, Wilfriedo Mescheba, Élisabeth de Turckheim, Pablo Dorta-González
2017 PLoS ONE  
Two decompositions of this index make it possible to explore different components of the diversity of the cited references in a corpus of publications.  ...  To make the method available and easy to use for indicator users, this paper first recalls a previous result on the decomposition of the Rao-Stirling index into multidisciplinarity and interdisciplinarity  ...  The views expressed in this publication, as well as the information included in it, do not necessarily reflect the opinion or position of the HCERES and in no way commit the institution.  ... 
doi:10.1371/journal.pone.0170296 pmid:28114382 pmcid:PMC5256946 fatcat:vyyjrug6pzhr7mkx63tlzeyaya

Overcoming early career barriers to interdisciplinary climate change research

Christopher J. Hein, John E. Ten Hoeve, Sathya Gopalakrishnan, Ben Livneh, Henry D. Adams, Elizabeth K. Marino, C. Susan Weiler
2018 Wiley Interdisciplinary Reviews: Climate Change  
To this we add the suggestion that interdisciplinarity be incorporated into tenure and promotion evaluations through the use of exploratory science mapping tools.  ...  The results of a bibliometric analysis and survey of early to mid-career scientists from 56 countries who were involved with the interdisciplinary DISsertations initiative for the advancement of Climate  ...  DISCCRS was sponsored by 10 scientific societies and funded through National Science Foundation collaborative grants SES 0932916 to Whitman College (C.S.  ... 
doi:10.1002/wcc.530 fatcat:7i45yvw2hbgkfha3o56wbfv6ta

Citation Prediction Using Diverse Features

Harish S. Bhat, Li-Hsuan Huang, Sebastian Rodriguez, Rick Dale, Evan Heit
2015 2015 IEEE International Conference on Data Mining Workshop (ICDMW)  
Rather than rely on subject codes, we model the disciplinary preferences of each author by estimating the author's journal distribution.  ...  The best model we build, a classification tree, yields test set accuracies of 0.87 and 0.66, respectively.  ...  Instead, we use the massive data set at our disposal to estimate each author's distribution of publication outlets, as a proxy for each author's scientific domain.  ... 
doi:10.1109/icdmw.2015.131 dblp:conf/icdm/BhatHRDH15 fatcat:2fluf3cikbag7ivcumssvc3una

Exploring the Role of Interdisciplinarity in Physics: Success, Talent and Luck [article]

Alessandro Pluchino, Giulio Burgio, Andrea Rapisarda, Alessio Emanuele Biondo, Alfredo Pulvirenti, Alfredo Ferro, Toni Giorgino
2019 arXiv   pre-print
In this paper we leverage the bibliographic data set of the American Physical Society to quantify the role of interdisciplinarity in physics, and that of talent and luck in achieving success in scientific  ...  We analyze a period of 30 years (1980-2009) tagging papers and their authors by means of the Physics and Astronomy Classification Scheme (PACS), to show that some degree of interdisciplinarity is quite  ...  R. acknowledge financial support by the project "Linea di intervento 2" of the Department of Physics and Astronomy Ettore Majorana of the University of Catania  ... 
arXiv:1901.03607v1 fatcat:nutzeoiqdjeb7oqkgdl4lezyku

Interdisciplinarity and Research on Local Issues: Evidence from a Developing Country

Diego Andrés Chavarro, Puay Tang, Ismael Rafols
2013 Social Science Research Network  
Using Colombian publications from 1991 until 2011 in the Web of Science, we investigate the relationship between the degree of interdisciplinarity and the local orientation of the articles.  ...  We find that a higher degree of interdisciplinarity in a publication is associated with a greater emphasis on Colombian issues.  ...  The findings and observations contained in this paper are those of the authors and do not necessarily reflect the views of the National Science Foundation.  ... 
doi:10.2139/ssrn.2736855 fatcat:dvg4tqenuzhbxabuxvjd3oqx54

Interdisciplinarity and research on local issues: evidence from a developing country

D. Chavarro, P. Tang, I. Rafols
2014 Research Evaluation  
Using Colombian publications from 1991 until 2011 in the Web of Science, we investigate the relationship between the degree of interdisciplinarity and the local orientation of the articles.  ...  We find that a higher degree of interdisciplinarity in a publication is associated with a greater emphasis on Colombian issues.  ...  The findings and observations contained in this paper are those of the authors and do not necessarily reflect the views of the National Science Foundation.  ... 
doi:10.1093/reseval/rvu012 fatcat:kw7iz42hifdypfssukhpgg7mpy

Gender-Specific Patterns in the Artificial Intelligence Scientific Ecosystem [article]

Anahita Hajibabaei, Andrea Schiffauerova, Ashkan Ebadi
2021 arXiv   pre-print
Gender disparity in science is one of the most focused debating points among authorities and the scientific community.  ...  From the observed gender-specific collaborative patterns, the existence of disciplinary homophily at both dyadic and team levels is confirmed.  ...  We adopted a topic modeling approach so as to infer the authors' scientific research themes and domains of interest and identify the degree of interdisciplinarity at the author level.  ... 
arXiv:2106.01446v1 fatcat:msxjlahvy5fpxl37i7dg2q55eq

Discovering and Visualizing Interdisciplinary Content Classes in Scientific Publications

Theodoros Giannakopoulos, Ioannis Foufoulas, Eleftherios Stamatogiannakis, Harry Dimitropoulos, Natalia Manola, Yannis Ioannidis
2014 D-Lib Magazine  
He is the coauthor of more than 20 publications in journals and conferences and the coauthor of a book titled "Introduction to Audio Analysis: A MATLAB Approach". http://www.di.uoa.gr/~tyiannak/  ...  This EU project aims to build an information infrastructure of scientific publication and data repositories and to implement EC's open access policies through services that effectively connect publications  ... 
doi:10.1045/november14-giannakopoulos fatcat:ngyup4x5m5hnzntgrgk7z6reja
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