Ludo Waltman

  1. The inconsistency of the h-index.

    Authors: Nees Jan van Eck, Ludo Waltman
    Subjects: Digital Libraries
    Abstract

    The h-index is a popular bibliometric indicator for assessing individual
    scientists. We criticize the h-index from a theoretical point of view. We argue
    that for the purpose of measuring the overall scientific impact of a scientist
    (or some other unit of analysis) the h-index behaves in a counterintuitive way.
    In certain cases, the mechanism used by the h-index to aggregate publication
    and citation statistics into a single number leads to inconsistencies in the
    way in which scientists are ranked.

  2. A recursive field-normalized bibliometric performance indicator: An application to the field of library and information science.

    Authors: Nees Jan van Eck, Ludo Waltman, Erjia Yan
    Subjects: Digital Libraries
    Abstract

    Two commonly used ideas in the development of citation-based research
    performance indicators are the idea of normalizing citation counts based on a
    field classification scheme and the idea of recursive citation weighing (like
    in PageRank-inspired indicators). We combine these two ideas in a single
    indicator, referred to as the recursive mean normalized citation score
    indicator, and we study the validity of this indicator. Our empirical analysis
    shows that the proposed indicator is highly sensitive to the field
    classification scheme that is used.

  3. Universality of citation distributions revisited.

    Authors: Anthony F.J. van Raan, Nees Jan van Eck, Ludo Waltman
    Subjects: Digital Libraries
    Abstract

    Radicchi, Fortunato, and Castellano [arXiv:0806.0974, PNAS 105(45), 17268]
    claim that, apart from a scaling factor, all fields of science are
    characterized by the same citation distribution. We present a large-scale
    validation study of this universality-of-citation-distributions claim. Our
    analysis shows that claiming citation distributions to be universal for all
    fields of science is not warranted.

  4. Towards a new crown indicator: An empirical analysis.

    Authors: Anthony F.J. van Raan, Thed N. van Leeuwen, Martijn S. Visser, Nees Jan van Eck, Ludo Waltman
    Subjects: Digital Libraries
    Abstract

    We present an empirical comparison between two normalization mechanisms for
    citation-based indicators of research performance. These mechanisms aim to
    correct for the field and the year in which a publication was published. One
    mechanism is applied in the current crown indicator of our institute. The other
    mechanism is applied in the new crown indicator that our institute is planning
    to adopt. We find that at high aggregation levels, such as at the level of
    large institutes or at the level of countries, the differences between the two
    mechanisms are very small.

  5. A comparison of two techniques for bibliometric mapping: Multidimensional scaling and VOS.

    Authors: Nees Jan van Eck, Ludo Waltman, Rommert Dekker, Jan van den Berg
    Subjects: Digital Libraries
    Abstract

    VOS is a new mapping technique that can serve as an alternative to the
    well-known technique of multidimensional scaling. We present an extensive
    comparison between the use of multidimensional scaling and the use of VOS for
    constructing bibliometric maps. In our theoretical analysis, we show the
    mathematical relation between the two techniques.

  6. The relation between Eigenfactor, audience factor, and influence weight.

    Authors: Nees Jan van Eck, Ludo Waltman
    Subjects: Digital Libraries
    Abstract

    We present a theoretical and empirical analysis of a number of bibliometric
    indicators of journal performance. We focus on three indicators in particular,
    namely the Eigenfactor indicator, the audience factor, and the influence weight
    indicator. Our main finding is that the last two indicators can be regarded as
    a kind of special cases of the first indicator. We also find that the three
    indicators can be nicely characterized in terms of two properties.

  7. Towards a new crown indicator: Some theoretical considerations.

    Authors: Anthony F.J. van Raan, Thed N. van Leeuwen, Martijn S. Visser, Nees Jan van Eck, Ludo Waltman
    Subjects: Digital Libraries
    Abstract

    The crown indicator is a well-known bibliometric indicator of research
    performance developed by our institute. The indicator aims to normalize
    citation counts for differences among fields. We critically examine the
    theoretical basis of the normalization mechanism applied in the crown
    indicator. We also make a comparison with an alternative normalization
    mechanism. The alternative mechanism turns out to have more satisfactory
    properties than the mechanism applied in the crown indicator. In particular,
    the alternative mechanism has a so-called consistency property.

  8. Rivals for the crown: Reply to Opthof and Leydesdorff.

    Authors: Anthony F.J. van Raan, Thed N. van Leeuwen, Martijn S. Visser, Nees Jan van Eck, Ludo Waltman
    Subjects: Digital Libraries
    Abstract

    We reply to the criticism of Opthof and Leydesdorff [arXiv:1002.2769] on the
    way in which our institute applies journal and field normalizations to citation
    counts. We point out why we believe most of the criticism is unjustified, but
    we also indicate where we think Opthof and Leydesdorff raise a valid point.

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