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19922026
most citedMachine Learning in Automated Text Categorization

8k citations

Showing 2018 · cs.DLShow all

88 papers · 2 filters

cs.DL2018★ 42 cited

Gender bias in academic recruitment

Giovanni Abramo, Ciriaco Andrea D'Angelo, Francesco Rosati

It is well known that women are underrepresented in the academic systems of many countries. Gender discrimination is one of the factors that could contribute to this phenomenon. Th…

cs.DL2018★ 17 cited

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

Giovanni Abramo, Ciriaco Andrea D'Angelo, Flavia Di Costa

We investigate whether and in what measure scientists tend to diversify their research activity, and if this tendency varies according to their belonging to different disciplinary…

cs.DL2018★ 71 cited

Identifying interdisciplinarity through the disciplinary classification of co-authors of scientific publications

Giovanni Abramo, Ciriaco Andrea D'Angelo, Flavia Di Costa

The growing complexity of challenges involved in scientific progress demands ever more frequent application of competencies and knowledge from different scientific fields. The pres…

cs.DL2018★ 21 cited

Assessing the accuracy of the h and g indexes for measuring researchers' productivity

Giovanni Abramo, Ciriaco Andrea D'Angelo, Fulvio Viel

Bibliometric indicators are increasingly used in support of decisions for recruitment, career advancement, rewarding and selective funding for scientists. Given the importance of t…

cs.DL2018★ 192 cited

A heuristic approach to author name disambiguation in bibliometrics databases for large-scale research assessments

Ciriaco Andrea D'Angelo, Cristiano Giuffrida, Giovanni Abramo

National exercises for the evaluation of research activity by universities are becoming regular practice in ever more countries. These exercises have mainly been conducted through…

cs.DL2018★ 44 cited

The collaboration behaviors of scientists in Italy: a field level analysis

Giovanni Abramo, Ciriaco Andrea D'Angelo, Gianluca Murgia

The analysis of research collaboration by field is traditionally conducted beginning with the classification of the publications from the context of interest. In this work we propo…

cs.DL2018★ 54 cited

Individual research performance: a proposal for comparing apples to oranges

Giovanni Abramo, Tindaro Cicero, Ciriaco Andrea D'Angelo

The evaluation of performance at the individual level is of fundamental importance in informing management decisions. The literature provides various indicators and types of measur…

cs.DL2018★ 92 cited

The measurement of italian universities' research productivity by a non parametric-bibliometric methodology

Giovanni Abramo, Ciriaco Andrea D'Angelo, Fabio Pugini

This paper presents a methodology for measuring the technical efficiency of research activities. It is based on the application of data envelopment analysis to bibliometric data on…

cs.DL2018★ 208 cited

University-industry collaboration in Italy: a bibliometric examination

Giovanni Abramo, Ciriaco Andrea D'Angelo, Flavia Di Costa +1

This work investigates public-private research collaboration between Italian universities and domestic industry, applying a bibliometric type of approach. The study is based on an…

cs.DL2018★ 5 cited

A Decision Support System for Public Research Organizations Participating in National Research Assessment Exercises

Giovanni Abramo, Ciriaco Andrea D'Angelo

We are witnessing a rapid trend towards the adoption of exercises for evaluation of national research systems, generally based on the peer review approach. They respond to two main…

cs.DL2018★ 36 cited

Testing the trade-off between productivity and quality in research activities

Giovanni Abramo, Ciriaco Andrea D'Angelo, Flavia Di Costa

In recent years there has been an increasingly pressing need for the evaluation of results from public sector research activity, particularly to permit the efficient allocation of…

cs.DL2018★ 25 cited

Assessing public-private research collaboration: is it possible to compare university performance?

Giovanni Abramo, Ciriaco Andrea D'Angelo, Marco Solazzi

It is widely recognized that collaboration between the public and private research sectors should be stimulated and supported, as a means of favoring innovation and regional develo…

cs.DL2018★ 11 cited

A robust benchmark for the h- and g-indexes

Giovanni Abramo, Ciriaco Andrea D'Angelo, Fulvio Viel

The use Hirsch's h-index as a joint proxy of the impact and productivity of a scientist's research work continues to gain ground, accompanied by the efforts of bibliometrists to re…

cs.DL2018★ 14 cited

National research assessment exercises: a measure of the distortion of performance rankings when labor input is treated as uniform

Giovanni Abramo, Ciriaco Andrea D'Angelo, Marco Solazzi

Measuring the efficiency of scientific research activity presents critical methodological aspects, many of which have not been sufficiently studied. Although many studies have asse…

cs.DL2018★ 66 cited

Citations versus journal impact factor as proxy of quality: Could the latter ever be preferable?

Giovanni Abramo, Ciriaco Andrea D'Angelo, Flavia Di Costa

In recent years bibliometricians have paid increasing attention to research evaluation methodological problems, among these being the choice of the most appropriate indicators for…

cs.DL2018★ 12 cited

Peer review research assessment: a sensitivity analysis of performance rankings to the share of research product evaluated

Giovanni Abramo, Ciriaco Andrea D'Angelo, Fulvio Viel

In national research assessment exercises that take the peer review approach, research organizations are evaluated on the basis of a subset of their scientific production. The dime…

cs.DL2018★ 38 cited

Are researchers that collaborate more at the international level top performers? An investigation on the Italian university system

Giovanni Abramo, Ciriaco Andrea D'Angelo, Marco Solazzi

The practice of collaboration, and particularly international collaboration, is becoming ever more widespread in scientific research, and is likewise receiving greater interest and…

cs.DL2018★ 59 cited

National-scale research performance assessment at the individual level

Giovanni Abramo, Ciriaco Andrea D'Angelo

There is an evident and rapid trend towards the adoption of evaluation exercises for national research systems for purposes, among others, of improving allocative efficiency in pub…

cs.DL2018★ 59 cited

The role of information asymmetry in the market for university-industry research collaboration

Giovanni Abramo, Ciriaco Andrea D'Angelo, Flavia Di Costa +1

This study concerns the market for research collaboration between industry and universities. It presents an analysis of the population of all Italian university-industry collaborat…

cs.DL2018★ 199 cited

The relationship between scientists' research performance and the degree of internationalization of their research

Giovanni Abramo, Ciriaco Andrea D'Angelo, Marco Solazzi

Policy makers, at various levels of governance, generally encourage the development of research collaboration. However the underlying determinants of collaboration are not complete…

cs.DL2018★ 16 cited

A national-scale cross-time analysis of university research performance

Giovanni Abramo, Ciriaco Andrea D'Angelo, Flavia Di Costa

Research policies in the more developed nations are ever more oriented towards the introduction of productivity incentives and competition mechanisms intended to increase efficienc…

cs.DL2018★ 48 cited

The dangers of performance-based research funding in non-competitive higher education systems

Giovanni Abramo, Tindaro Cicero, Ciriaco Andrea D'Angelo

An increasing number of nations allocate public funds to research institutions on the basis of rankings obtained from national evaluation exercises. Therefore, in non-competitive h…

cs.DL2018★ 219 cited

Evaluating research: from informed peer review to bibliometrics

Giovanni Abramo, Ciriaco Andrea D'Angelo

National research assessment exercises are becoming regular events in ever more countries. The present work contrasts the peer-review and bibliometrics approaches in the conduct of…

cs.DL2018★ 88 cited

University-industry research collaboration: a model to assess university capability

Giovanni Abramo, Ciriaco Andrea D'Angelo, Flavia Di Costa

Scholars and policy makers recognize that collaboration between industry and the public research institutions is a necessity for innovation and national economic development. This…