Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Semantometrics: Towards Fulltext-based Research Evaluation   Over the recent years, there has been a growing interest in developing new
research evaluation methods that could go beyond the traditional citation-based
metrics. This interest is motivated on one side by the wider availability or
even emergence of new information evidencing research performance, such as
article downloads, views and Twitter mentions, and on the other side by the
continued frustrations and problems surrounding the application of purely
citation-based metrics to evaluate research performance in practice.
Semantometrics are a new class of research evaluation metrics which build on
the premise that full-text is needed to assess the value of a publication. This
paper reports on the analysis carried out with the aim to investigate the
properties of the semantometric contribution measure, which uses semantic
similarity of publications to estimate research contribution, and provides a
comparative study of the contribution measure with traditional bibliometric
measures based on citation counting.

17
The categories of this paper are: q-fin
23
The categories of this paper are: solv-int
15
The categories of this paper are: nucl-ex
24
The categories of this paper are: dg-ga
33
The categories of this paper are: plasm-ph
9
The categories of this paper are: nlin
7
The categories of this paper are: hep-th
8
The categories of this paper are: hep-ex
0
The categories of this paper are: hep-ph
28
The categories of this paper are: alg-geom
27
The categories of this paper are: comp-gas
31
The categories of this paper are: ao-sci
36
The categories of this paper are: cmp-lg
19
The categories of this paper are: eess
3
The categories of this paper are: physics
32
The categories of this paper are: atom-ph