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1
Discovering Affinity Relationships between Personality Types ...
Abstract: Psychology research findings suggest that personality is related to differences in friendship characteristics and that some personality traits correlate with linguistic behavior. In this paper, we investigate the influence that personality may have on affinity formation. To this end, we derive affinity relationships from social media interactions, examine personality based on language use to discover the emotional stability of affinity relationships, and measure semantic similarity at the personality type level to understand the logic behind the development of affinity. Specifically, we conduct extensive experiments using a publicly available dataset containing information on individuals who self-identified with a Myers-Briggs personality type. Our results identify certain influential personality types that weigh more heavily on affinity relationships and show that personality can be predicted from spontaneous language with an F-1 score superior to 0.76. Future research avenues are proposed. ...
Keyword: FOS Computer and information sciences; Social and Information Networks cs.SI
URL: https://dx.doi.org/10.48550/arxiv.2202.10437
https://arxiv.org/abs/2202.10437
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2
COVID-19: Detecting Depression Signals during Stay-At-Home Period ...
BASE
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3
Dynamic order Markov model for categorical sequence clustering
In: J Big Data (2021)
BASE
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4
Pattern-based causal relationships discovery from event sequences for modeling behavioral user profile in ubiquitous environments
In: Information sciences. - New York, NY : Elsevier Science Inc. 285 (2014), 204-222
OLC Linguistik
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5
A PCMN neural network for isolated word recognition
In: Institut de la communication parlée <Grenoble>. Cahiers de l'ICP. Rapport de recherche. - Grenoble 1 (1991), 151-167
BLLDB
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6
A PCMN neural network for isolated word recognition
In: Speech communication. - Amsterdam [u.a.] : Elsevier 9 (1990) 2, 141-153
BLLDB
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7
A PCMN neural network for word recognition
In: Laboratoire de la Communication Parlée <Grenoble>. Bulletin du Laboratoire de la Communication Parlée. - Grenoble : ENSERG (1989) 3, 71-95
BLLDB
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