Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Exploring the Personal Informatics Analysis Gap: "There's a Lot of
  Bacon"   Personal informatics research helps people track personal data for the
purposes of self-reflection and gaining self-knowledge. This field, however,
has predominantly focused on the data collection and insight-generation
elements of self-tracking, with less attention paid to flexible data analysis.
As a result, this inattention has led to inflexible analytic pipelines that do
not reflect or support the diverse ways people want to engage with their data.
This paper contributes a review of personal informatics and visualization
research literature to expose a gap in our knowledge for designing flexible
tools that assist people engaging with and analyzing personal data in personal
contexts, what we call the personal informatics analysis gap. We explore this
gap through a multistage longitudinal study on how asthmatics engage with
personal air quality data, and we report how participants: were motivated by
broad and diverse goals; exhibited patterns in the way they explored their
data; engaged with their data in playful ways; discovered new insights through
serendipitous exploration; and were reluctant to use analysis tools on their
own. These results present new opportunities for visual analysis research and
suggest the need for fundamental shifts in how and what we design when
supporting personal data analysis.

24
The categories of this paper are: dg-ga
34
The categories of this paper are: chem-ph
4
The categories of this paper are: cond-mat
6
The categories of this paper are: astro-ph
26
The categories of this paper are: bayes-an
27
The categories of this paper are: comp-gas
14
The categories of this paper are: math-ph
18
The categories of this paper are: econ
3
The categories of this paper are: physics
8
The categories of this paper are: hep-ex
19
The categories of this paper are: eess
20
The categories of this paper are: acc-phys
5
The categories of this paper are: gr-qc
11
The categories of this paper are: hep-lat
0
The categories of this paper are: hep-ph
16
The categories of this paper are: stat