Unleashing the power of communication: exploring the dynamics of slack channel networks and project success
| dc.contributor.advisor | Díaz Guilera, Albert | |
| dc.contributor.author | Muse Woldesembet, Eyuel | |
| dc.date.accessioned | 2024-07-04T10:17:50Z | |
| dc.date.available | 2024-07-04T10:17:50Z | |
| dc.date.issued | 2023-06-30 | |
| dc.description | Treballs finals del Màster de Fonaments de Ciència de Dades, Facultat de matemàtiques, Universitat de Barcelona. Curs: 2022-2023. Tutor: Albert Díaz Guilera | ca |
| dc.description.abstract | Communication is at the center of any human organisation. In this thesis I analyse the communication patterns of employees from a company called Superside by extracting data from Slack, their communication platform, and analysing it as a network. I find that the distribution of users among channels is optimal when looked at from the perspective of robustness. Additionally I analyse the participation of users in conversations and find that the network they form is a scale-free network, which makes the company weaker to targeted attacks (loosing central employees). In that same line I perform an experiment in order to find out the network related metric to look at when performing layoffs, which turns out to be Betweeness Centrality. Finally I dig into performance and I find indication that projects assigned to overworked employees tend to be delivered late, moreover, I show that the Project Manager’s centrality in the projects plays a significant role on the project being delivered late or on time. | ca |
| dc.format.extent | 44 p. | |
| dc.format.mimetype | application/pdf | |
| dc.identifier.uri | https://hdl.handle.net/2445/214320 | |
| dc.language.iso | eng | ca |
| dc.rights | cc-by-nc-nd (c) Eyuel Muse Woldesembet, 2023 | |
| dc.rights | codi: GPL (c) Eyuel Muse Woldesembet, 2023 | |
| dc.rights.accessRights | info:eu-repo/semantics/openAccess | ca |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ | * |
| dc.rights.uri | http://www.gnu.org/licenses/gpl-3.0.ca.html | * |
| dc.source | Màster Oficial - Fonaments de la Ciència de Dades | |
| dc.subject.classification | Xarxes socials en línia | |
| dc.subject.classification | Comunicació en l'empresa | |
| dc.subject.classification | Sistemes complexos | |
| dc.subject.classification | Treballs de fi de màster | |
| dc.subject.other | Xarxes socials en línia | |
| dc.subject.other | Business communication | |
| dc.subject.other | Complex systems | |
| dc.subject.other | Master's thesis | |
| dc.title | Unleashing the power of communication: exploring the dynamics of slack channel networks and project success | ca |
| dc.type | info:eu-repo/semantics/masterThesis | ca |
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