Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Room to Grow: Understanding Personal Characteristics Behind Self
  Improvement Using Social Media   Many people aim for change, but not everyone succeeds. While there are a
number of social psychology theories that propose motivation-related
characteristics of those who persist with change, few computational studies
have explored the motivational stage of personal change. In this paper, we
investigate a new dataset consisting of the writings of people who manifest
intention to change, some of whom persist while others do not. Using a variety
of linguistic analysis techniques, we first examine the writing patterns that
distinguish the two groups of people. Persistent people tend to reference more
topics related to long-term self-improvement and use a more complicated writing
style. Drawing on these consistent differences, we build a classifier that can
reliably identify the people more likely to persist, based on their language.
Our experiments provide new insights into the motivation-related behavior of
people who persist with their intention to change.

37
The categories of this paper are: supr-con
32
The categories of this paper are: atom-ph
36
The categories of this paper are: cmp-lg
31
The categories of this paper are: ao-sci
18
The categories of this paper are: econ
8
The categories of this paper are: hep-ex
35
The categories of this paper are: mtrl-th
4
The categories of this paper are: cond-mat
9
The categories of this paper are: nlin
33
The categories of this paper are: plasm-ph
20
The categories of this paper are: acc-phys
26
The categories of this paper are: bayes-an
25
The categories of this paper are: patt-sol
30
The categories of this paper are: q-alg
28
The categories of this paper are: alg-geom
0
The categories of this paper are: hep-ph