Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: More than Meets the Tie: Examining the Role of Interpersonal
  Relationships in Social Networks   Topics in conversations depend in part on the type of interpersonal
relationship between speakers, such as friendship, kinship, or romance.
Identifying these relationships can provide a rich description of how
individuals communicate and reveal how relationships influence the way people
share information. Using a dataset of more than 9.6M dyads of Twitter users, we
show how relationship types influence language use, topic diversity,
communication frequencies, and diurnal patterns of conversations. These
differences can be used to predict the relationship between two users, with the
best predictive model achieving a macro F1 score of 0.70. We also demonstrate
how relationship types influence communication dynamics through the task of
predicting future retweets. Adding relationships as a feature to a strong
baseline model increases the F1 and recall by 1% and 2%. The results of this
study suggest relationship types have the potential to provide new insights
into how communication and information diffusion occur in social networks.

28
The categories of this paper are: alg-geom
5
The categories of this paper are: gr-qc
2
The categories of this paper are: math
21
The categories of this paper are: adap-org
37
The categories of this paper are: supr-con
7
The categories of this paper are: hep-th
18
The categories of this paper are: econ
19
The categories of this paper are: eess
35
The categories of this paper are: mtrl-th
33
The categories of this paper are: plasm-ph
36
The categories of this paper are: cmp-lg
31
The categories of this paper are: ao-sci
11
The categories of this paper are: hep-lat
10
The categories of this paper are: q-bio
3
The categories of this paper are: physics
29
The categories of this paper are: funct-an