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Working adults spend nearly one third of their daily time at their jobs. In this paper, we study job-related social media discourse from a community of users. We use both crowdsourcing and local expertise to train a classifier to detect…

Social and Information Networks · Computer Science 2015-11-17 Tong Liu , Christopher M. Homan , Cecilia Ovesdotter Alm , Ann Marie White , Megan C. Lytle-Flint , Henry A. Kautz

This paper investigates the research question if senders of large amounts of irrelevant or unsolicited information - commonly called "spammers" - distort the network structure of social networks. Two large social networks are analyzed, the…

Social and Information Networks · Computer Science 2021-05-24 A. Fronzetti Colladon , P. A. Gloor

In a recent preprint \cite{eck}, the temporal dynamics of an e-mail network has been investigated by J.P. Eckmann, E. Moses and D. Sergi. Specifically, the time period between an e-mail message and its reply were recorded. It will be shown…

Condensed Matter · Physics 2009-11-10 Anders Johansen

Purpose: The purpose of this paper is to explore possible factors impacting team performance in healthcare, by focusing on information exchange within and across hospital's boundaries. Design/methodology/approach: Through a web-survey and…

Social and Information Networks · Computer Science 2021-05-27 F. Grippa , J. Bucuvalas , A. Booth , E. Alessandrini , A. Fronzetti Colladon , L. M. Wade

Software development encompasses many collaborative tasks in which usually several persons are involved. Close collaboration and the synchronization of different members of the development team require effective communication. One…

Software Engineering · Computer Science 2021-03-19 Jil Klünder , Julian Horstmann , Oliver Karras

The ``six degrees of separation" between any two individuals on Earth has become emblematic of the 'small world' theme, even though the information conveyed via a chain of human encounters decays very rapidly with increasing chain length,…

Physics and Society · Physics 2010-07-06 Joachim Mathiesen , Bjørn Jamtveit , Kim Sneppen

We have analyzed the fully-anonymized headers of 362 million messages exchanged by 4.2 million users of Facebook, an online social network of college students, during a 26 month interval. The data reveal a number of strong daily and weekly…

Computers and Society · Computer Science 2015-06-25 Scott Golder , Dennis M. Wilkinson , Bernardo A. Huberman

In the quest to improve services, companies offer customers the option to interact with agents via texting. Such contact centers face unique challenges compared to traditional call centers, as measuring customer experience proxies like…

Social and Information Networks · Computer Science 2025-01-17 Antonio Castellanos , Galit B. Yom-Tov , Yair Goldberg , Jaeyoung Park

This study aims to empirically investigate the impact of managers' characteristics on their choice between in-court and out-of-court restructuring. Based on the theory of upper echelons, we tested the preferences of 342 managers of…

General Finance · Quantitative Finance 2024-02-29 Rachid Achbah

Ego networks have proved to be a valuable tool for understanding the relationships that individuals establish with their peers, both in offline and online social networks. Particularly interesting are the cognitive constraints associated…

Social and Information Networks · Computer Science 2018-03-26 Chiara Boldrini , Mustafa Toprak , Marco Conti , Andrea Passarella

Understanding the impact of digital platforms on user behavior presents foundational challenges, including issues related to polarization, misinformation dynamics, and variation in news consumption. Comparative analyses across platforms and…

Context: Prior research has established that a small proportion of individuals dominate team communication during global software development. It is not known, however, how these members' contributions affect their teams' knowledge…

Software Engineering · Computer Science 2021-02-26 Sherlock A. Licorish , Stephen G. MacDonell

High rates of turnover among software developers remain, involving additional costs of hiring and training. Voluntary turnover may be due to workplace issues or personal career decisions, but it might as well relate to Job Characteristics,…

Software Engineering · Computer Science 2019-03-12 Tiago Massoni , Nilton Ginani , Wallison Silva , Zeus Barros , Georgia Moura

Innovators are creative people who can conjure the ground-breaking ideas that represent the main engine of innovative organizations. Past research has extensively investigated who innovators are and how they behave in work-related…

Computation and Language · Computer Science 2022-09-21 A. Fronzetti Colladon , L. Toschi , E. Ughetto , F. Greco

Most of the modeling approaches used to understand organizational worker mobility are highly stylized, using idealizations such as structureless organizations, indistinguishable workers, and a lack of social bonding of the workers. In this…

Computational Engineering, Finance, and Science · Computer Science 2025-08-12 Bryan Adams , Valentín Vergara Hidd , Daniel Stimpson , Miesha Purcell , Eduardo López

Social connectivity is the key process that characterizes the structural properties of social networks and in turn processes such as navigation, influence or information diffusion. Since time, attention and cognition are inelastic…

Physics and Society · Physics 2013-04-09 Giovanna Miritello , Rubén Lara , Manuel Cebrián , Esteban Moro

Workplace communications around the world were drastically altered by Covid-19, related work-from-home orders, and the rise of remote work. To understand these shifts, we analyzed aggregated, anonymized metadata from over 360 billion emails…

A body of literature has demonstrated that users' mental health conditions, such as depression and anxiety, can be predicted from their social media language. There is still a gap in the scientific understanding of how psychological stress…

Computation and Language · Computer Science 2019-04-05 Sharath Chandra Guntuku , Anneke Buffone , Kokil Jaidka , Johannes Eichstaedt , Lyle Ungar

The increasing availability of electronic communication data, such as that arising from e-mail exchange, presents social and information scientists with new possibilities for characterizing individual behavior and, by extension, identifying…

Physics and Society · Physics 2009-05-07 R. Dean Malmgren , Jake M. Hofman , Luis A. N. Amaral , Duncan J. Watts

Bulk email is a primary communication channel within organizations, with all-company emails and regular newsletters serving as a mechanism for making employees aware of policies and events. Ineffective communication could result in wasted…

Human-Computer Interaction · Computer Science 2021-02-09 Ruoyan Kong , Haiyi Zhu , Joseph A. Konstan