Author Credit for Transdisciplinary Collaboration

Transdisciplinary collaboration is the key for innovation. An evaluation mechanism is necessary to ensure that academic credit for this costly process can be allocated fairly among coauthors. This paper proposes a set of quantitative measures (e.g., t_credit and t_index) to reflect authors’ transdisciplinary contributions to publications. These measures are based on paper-topic probability distributions and author-topic probability distributions. We conduct an empirical analysis of the information retrieval domain which demonstrates that these measures effectively improve the results of harmonic_credit and h_index measures by taking into account the transdisciplinary contributions of authors. The definitions of t_credit and t_index provide a fair and effective way for research organizations to assign credit to authors of transdisciplinary publications.

[1]  Duncan Lindsey,et al.  Production and Citation Measures in the Sociology of Science: The Problem of Multiple Authorship , 1980 .

[2]  Guido Van Hooydonk Fractional Counting of Multiauthored Publications: Consequences for the Impact of Authors , 1997, J. Am. Soc. Inf. Sci..

[3]  Leo Egghe,et al.  Methods for accrediting publications to authors or countries: Consequences for evaluation studies , 2000, J. Am. Soc. Inf. Sci..

[4]  Michael Gibbons,et al.  Introduction: `Mode 2' Revisited: The New Production of Knowledge , 2003 .

[5]  M. Clark,et al.  Evaluating transdisciplinary science. , 2003, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[6]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..

[7]  Peder Olesen Larsen,et al.  Counting methods are decisive for rankings based on publication and citation studies , 2005, Scientometrics.

[8]  J. E. Hirsch,et al.  An index to quantify an individual's scientific research output , 2005, Proc. Natl. Acad. Sci. USA.

[9]  F. Wickson,et al.  Transdisciplinary research: characteristics, quandaries and quality , 2006 .

[10]  Daniel Stokols,et al.  Toward a Science of Transdisciplinary Action Research , 2006, American journal of community psychology.

[11]  Benjamin F. Jones,et al.  Supporting Online Material Materials and Methods Figs. S1 to S3 References the Increasing Dominance of Teams in Production of Knowledge , 2022 .

[12]  M. Hochberg,et al.  Author Sequence and Credit for Contributions in Multiauthored Publications , 2007, PLoS biology.

[13]  Georgina Born,et al.  Logics of interdisciplinarity , 2008 .

[14]  F. Kessel,et al.  Toward transdisciplinary research: historical and contemporary perspectives. , 2008, American journal of preventive medicine.

[15]  Ruoming Jin,et al.  A Topic Modeling Approach and Its Integration into the Random Walk Framework for Academic Search , 2008, 2008 Eighth IEEE International Conference on Data Mining.

[16]  Christian Pohl,et al.  From science to policy through transdisciplinary research , 2008 .

[17]  Christopher C. Yang,et al.  The shift towards multi-disciplinarity in information science , 2008, J. Assoc. Inf. Sci. Technol..

[18]  Nils T. Hagen,et al.  Harmonic Allocation of Authorship Credit: Source-Level Correction of Bibliometric Bias Assures Accurate Publication and Citation Analysis , 2008, PloS one.

[19]  David J Mooney,et al.  In Situ Regulation of DC Subsets and T Cells Mediates Tumor Regression in Mice , 2009, Science Translational Medicine.

[20]  David W. McDonald,et al.  Incorporating collaboratory concepts into informatics in support of translational interdisciplinary biomedical research , 2009, Int. J. Medical Informatics.

[21]  Loet Leydesdorff,et al.  How to evaluate universities in terms of their relative citation impacts: Fractional counting of citations and the normalization of differences among disciplines , 2010, J. Assoc. Inf. Sci. Technol..

[22]  Mike Thelwall,et al.  Variations between subjects in the extent to which the social sciences have become more interdisciplinary , 2011, J. Assoc. Inf. Sci. Technol..

[23]  Ying Ding,et al.  Community detection: Topological vs. topical , 2011, J. Informetrics.

[24]  Kevin W. Boyack,et al.  Approaches to understanding and measuring interdisciplinary scientific research (IDR): A review of the literature , 2011, J. Informetrics.

[25]  Ying Ding,et al.  Topic-based PageRank on author cocitation networks , 2011, J. Assoc. Inf. Sci. Technol..

[26]  Yu-Wei Chang,et al.  A study of interdisciplinarity in information science: using direct citation and co-authorship analysis , 2011, J. Inf. Sci..

[27]  Hui Fang,et al.  Fairly sharing the credit of multi-authored papers and its application in the modification of h-index and g-index , 2011, Scientometrics.

[28]  Ash Mohammad Abbas,et al.  Polynomial Weights or Generalized Geometric Weights: Yet Another Scheme for Assigning Credits to Multiple Authors , 2011, ArXiv.

[29]  Laura Meagher,et al.  A Masterclass in interdisciplinarity: Research into practice in training the next generation of interdisciplinary researchers , 2012 .

[30]  Cassidy R. Sugimoto,et al.  Topics in dynamic research communities: An exploratory study for the field of information retrieval , 2012, J. Informetrics.

[31]  Yu-Wei Chang,et al.  A study of the evolution of interdisciplinarity in library and information science: Using three bibliometric methods , 2012, J. Assoc. Inf. Sci. Technol..

[32]  David Adams,et al.  hIa: an individual annual h-index to accommodate disciplinary and career length differences , 2014, Scientometrics.

[33]  Vicente P. Guerrero-Bote,et al.  Quantifying the benefits of international scientific collaboration , 2013, J. Assoc. Inf. Sci. Technol..

[34]  Bing He,et al.  Mining diversity subgraph in multidisciplinary scientific collaboration networks: A meso perspective , 2013, J. Informetrics.

[35]  Anton Vrieling,et al.  Preparing for an interdisciplinary future: A perspective from early-career researchers § , 2013 .

[36]  Bin Wu,et al.  LBLP: link-clustering-based approach for overlapping community detection , 2013 .

[37]  Fergus Lyon,et al.  Transdisciplinary environmental research: building trust across professional cultures , 2013 .

[38]  Stefan Schaltegger,et al.  Transdisciplinarity in Corporate Sustainability: Mapping the Field , 2013 .

[39]  András Schubert Rescaling the h-index , 2014, Scientometrics.

[40]  Qi Yu,et al.  Predicting Co-Author Relationship in Medical Co-Authorship Networks , 2014, PloS one.

[41]  Piotr Faliszewski,et al.  Parameterized Algorithmics for Computational Social Choice: Nine Research Challenges , 2014, ArXiv.

[42]  Lutz Bornmann,et al.  h-Index research in scientometrics: A summary , 2014, J. Informetrics.

[43]  S. Derry,et al.  Interdisciplinary Collaboration : An Emerging Cognitive Science , 2014 .

[44]  Xiaojun Wan,et al.  WL‐index: Leveraging citation mention number to quantify an individual's scientific impact , 2014, J. Assoc. Inf. Sci. Technol..

[45]  Ying Ding,et al.  Measuring Scholarly Impact , 2014, Springer International Publishing.

[46]  Dietmar Wolfram,et al.  Measuring Scholarly Impact: Methods and Practice , 2014 .

[47]  Min Song,et al.  Author credit‐assignment schemas: A comparison and analysis , 2016, J. Assoc. Inf. Sci. Technol..