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Bragging is the act of uttering statements that are likely to be positively viewed by others and it is extensively employed in human communication with the aim to build a positive self-image of oneself. Social media is a natural platform…

计算与语言 · 计算机科学 2024-03-26 Mali Jin , Daniel Preoţiuc-Pietro , A. Seza Doğruöz , Nikolaos Aletras

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…

社会与信息网络 · 计算机科学 2024-04-02 Minje Choi , Ceren Budak , Daniel M. Romero , David Jurgens

Online Social Networks (OSNs) evolve through two pervasive behaviors: follow and unfollow, which respectively signify relationship creation and relationship dissolution. Researches on social network evolution mainly focus on the follow…

社会与信息网络 · 计算机科学 2019-11-19 Haozhe Wu , Zhiyuan Hu , Jia Jia , Yaohua Bu , Xiangnan He , Tat-Seng Chua

Most previous analysis of Twitter user behavior is focused on individual information cascades and the social followers graph. We instead study aggregate user behavior and the retweet graph with a focus on quantitative descriptions. We find…

社会与信息网络 · 计算机科学 2015-02-17 David R. Bild , Yue Liu , Robert P. Dick , Z. Morley Mao , Dan S. Wallach

Individual personalities significantly influence our perceptions, decisions, and social interactions, which is particularly crucial for gaining insights into human behavior patterns in online social network analysis. Many psychological…

社会与信息网络 · 计算机科学 2024-07-08 Zhiyao Shu , Xiangguo Sun , Hong Cheng

This study investigates how the Big Five personality traits influence decision-making processes in AI agents within public spaces. Using AgentVerse framework and GPT-3.5-turbo, we simulated interactions among 10 AI agents, each embodying…

人机交互 · 计算机科学 2025-03-21 Mingjun Ren , Wentao Xu

Social animals, including humans, have a broad range of personality traits, which can be used to predict individual behavioral responses and decisions. Current methods to quantify individual personality traits in humans rely on self-report…

社会与信息网络 · 计算机科学 2024-09-20 Yuval Samoilov-Katz , Yoram Louzoun , Lev Muchnik , Adam Zaidel

The presence and complexity of political Twitter bots has increased in recent years, making it a very difficult task to recognize these accounts from real, human users. We intended to provide an answer to the following question: are…

社会与信息网络 · 计算机科学 2021-05-28 Oscar Fontanelli , Aldo Venegas , Ricardo Mansilla

This paper presents a quantitative study of Twitter, one of the most popular micro-blogging services, from the perspective of user influence. We crawl several datasets from the most active communities on Twitter and obtain 20.5 million user…

社会与信息网络 · 计算机科学 2013-07-17 Huy Nguyen , Rong Zheng

Nowadays, millions of people interact on a daily basis on online social media like Facebook and Twitter, where they share and discuss information about a wide variety of topics. In this paper, we focus on a specific online social network,…

物理与社会 · 物理学 2016-04-06 Elisa Omodei , Manlio De Domenico , Alex Arenas

Population behaviours, such as voting and vaccination, depend on social networks. Social networks can differ depending on behaviour type and are typically hidden. However, we do often have large-scale behavioural data, albeit only snapshots…

社会与信息网络 · 计算机科学 2020-03-24 Antonia Godoy-Lorite , Nick S. Jones

Studies have indicated that personality is related to achievement, and several personality assessment models have been developed. However, most are either questionnaires or based on marker systems, which entails limitations. We proposed a…

人机交互 · 计算机科学 2026-05-20 Chun-Hsiung Tseng , Hao-Chiang Koong Lin , Andrew Chih-Wei Huang , Jia-Rou Lin

We study the problem of analyzing influence of various factors affecting individual messages posted in social media. The problem is challenging because of various types of influences propagating through the social media network that act…

社会与信息网络 · 计算机科学 2012-05-08 Himabindu Lakkaraju , Indrajit Bhattacharya , Chiranjib Bhattacharyya

Studying public sentiment during crises is crucial for understanding how opinions and sentiments shift, resulting in polarized societies. We study Weibo, the most popular microblogging site in China, using posts made during the outbreak of…

社会与信息网络 · 计算机科学 2025-01-10 Jerry Chongyi Hu , Mohammed Shahid Modi , Boleslaw K. Szymanski

Understanding the forces governing human behavior and social dynamics is a challenging problem. Individuals' decisions and actions are affected by interlaced factors, such as physical location, homophily, and social ties. In this paper, we…

社会与信息网络 · 计算机科学 2018-01-30 Luca Luceri , Alberto Vancheri , Torsten Braun , Silvia Giordano

Privacy personas capture the differences in user segments with respect to one's knowledge, behavioural patterns, level of self-efficacy, and perception of the importance of privacy protection. Modelling these differences is essential for…

机器学习 · 计算机科学 2025-02-20 Olena Hrynenko , Andrea Cavallaro

This paper investigates how accurately the prediction of being an introvert vs. extrovert can be made with less than ten predictors. The study is based on a previous data collection of 7161 respondents of a survey on 91 personality and 3…

机器学习 · 计算机科学 2020-03-04 Chaehan So

Social media generate data on human behaviour at large scales and over long periods of time, posing a complementary approach to traditional methods in the social sciences. Millions of texts from social media can be processed with…

社会与信息网络 · 计算机科学 2021-07-29 David Garcia , Max Pellert , Jana Lasser , Hannah Metzler

In the modern era, each Internet user leaves enormous amounts of auxiliary digital residuals (footprints) by using a variety of on-line services. All this data is already collected and stored for many years. In recent works, it was…

机器学习 · 计算机科学 2017-07-06 Iaroslav Omelianenko

Online social media are key platforms for the public to discuss political issues. As a result, researchers have used data from these platforms to analyze public opinions and forecast election results. Recent studies reveal the existence of…

计算机与社会 · 计算机科学 2020-06-03 Kai-Cheng Yang , Pik-Mai Hui , Filippo Menczer