Loneliness in a connected world: Analyzing online activity and expressions on real life relationships of lonely users

Camille Ruiz, Kaoru Ito, Shoko Wakamiya, Eiji Aramaki

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

抄録

Although loneliness is a very familiar emotion, little is known about it. An aspect to explore is the prevalence of loneliness in the connected world that social media sites like Twitter provide. In light of this, this study investigates the Twitter data of users that have expressed loneliness to understand the phenomenon. Since our primary material are tweets, we developed various indices that can measure social activities reflected in online relationships and real life relationship solely through online Twitter data. Through these indices, the relations between social activity and loneliness were investigated. The results show that high lonely users seem to have low online activity, high positive expressions on real life relationships, and narrow ingroups.

本文言語英語
ホスト出版物のタイトルSS-17-01
ホスト出版物のサブタイトルArtificial Intelligene for the Social Good; SS-17-02: Computational Construction Grammar and Natural Language Understanding; SS-17-03: Computational Context: Why It's Important, What It Means, and Can It Be Computed?; SS-17-04: Designing the User Experience of Machine Learning Systems; SS-17-05: Interactive Multisensory Object Perception for Embodied Agents; SS-17-06: Learning from Observation of Humans; SS-17-07: Science of Intelligence: Computational Principles of Natural and Artificial Intelligence; SS-17-08: Wellbeing AI: From Machine Learning to Subjectivity Oriented Computing
出版社AI Access Foundation
ページ726-733
ページ数8
ISBN(電子版)9781577357797
出版ステータス出版済み - 1 1 2017
外部発表はい
イベント2017 AAAI Spring Symposium - Stanford, 米国
継続期間: 3 27 20173 29 2017

出版物シリーズ

名前AAAI Spring Symposium - Technical Report
SS-17-01 - SS-17-08

会議

会議2017 AAAI Spring Symposium
Country米国
CityStanford
Period3/27/173/29/17

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence

引用スタイル