Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Towards Multimodal MIR: Predicting individual differences from
  music-induced movement   As the field of Music Information Retrieval grows, it is important to take
into consideration the multi-modality of music and how aspects of musical
engagement such as movement and gesture might be taken into account. Bodily
movement is universally associated with music and reflective of important
individual features related to music preference such as personality, mood, and
empathy. Future multimodal MIR systems may benefit from taking these aspects
into account. The current study addresses this by identifying individual
differences, specifically Big Five personality traits, and scores on the
Empathy and Systemizing Quotients (EQ/SQ) from participants' free dance
movements. Our model successfully explored the unseen space for personality as
well as EQ, SQ, which has not previously been accomplished for the latter. R2
scores for personality, EQ, and SQ were 76.3%, 77.1%, and 86.7% respectively.
As a follow-up, we investigated which bodily joints were most important in
defining these traits. We discuss how further research may explore how the
mapping of these traits to movement patterns can be used to build a more
personalized, multi-modal recommendation system, as well as potential
therapeutic applications.

8
The categories of this paper are: hep-ex
13
The categories of this paper are: quant-ph
35
The categories of this paper are: mtrl-th
4
The categories of this paper are: cond-mat
22
The categories of this paper are: chao-dyn
27
The categories of this paper are: comp-gas
11
The categories of this paper are: hep-lat
0
The categories of this paper are: hep-ph
5
The categories of this paper are: gr-qc
34
The categories of this paper are: chem-ph
10
The categories of this paper are: q-bio
23
The categories of this paper are: solv-int
3
The categories of this paper are: physics
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The categories of this paper are: hep-th
29
The categories of this paper are: funct-an
37
The categories of this paper are: supr-con