VisuaLeague III: Visual Analytics of Multiple Games

Bibliographic Details
Main Author: Afonso, Rafael Nuno Fragoso
Publication Date: 2020
Format: Master thesis
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10451/48395
Summary: Tese de mestrado, Informática, Universidade de Lisboa, Faculdade de Ciências, 2020
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spelling VisuaLeague III: Visual Analytics of Multiple GamesVisualização de dados de jogosdados espacio-temporaisvisualização de dados agregadosvisualização analíticaLeague of LegendsTeses de mestrado - 2020Departamento de InformáticaTese de mestrado, Informática, Universidade de Lisboa, Faculdade de Ciências, 2020Digital data available has been growing over the last years and with it, the need to create representative ways to understand and make use of its potential with visualization techniques that can be applied in different purposes. One of these cases are eSports (electronic sports), considered nowadays a sport with high growth expectation, and for which data analyses can have a significant impact. One of the most popular game type practiced in eSports is the Multiplayer Online Battle Arena (MOBA) genre represented by one of the most popular competitive games, League of Legends (LoL), which will be the case study for this thesis. As many traditional sports, there are various events to have in consideration when observing performance of gameplay. In addition to statistics for each game there is relevant information on players’ positions (spatial data), in a specific period in time (temporal data). Specific events in a game, related with objectives, can also be considered, such as purchasing an item, player kills, destroying towers, or complete objectives. Having a way to analyze and visualize this data helps not only programmers and game designers to improve gameplay but also players, coaches and analysts to improve player performance. The objective of this work is to redesign the previous prototype VisuaLeague II, and propose a new version, VisuaLeague III in order to explore techniques to implement analysis for multiple games, team searches and access to professional games’ training sections, scrims. Common problems presented in the analysis with voluminous amount of data, like cluttering and overlapping, are addressed by adding filters to searches, interaction with the visualizations, aggregation of data, and clustering. The developed prototype, VisuaLeague III was evaluated by professional coaches to understand if the searches and visualization techniques implemented are adequate for analysing players’ performance in a competitive environment. The results demonstrate overall positive attitude with particular interest in analysis for custom games and multiple games analysis as those provide visualizations that do not exist in common tools, specially, regarding spatiotemporal data.Afonso, Ana Paula Pereira, 1965-Carmo, Maria Beatriz Duarte Pereira do, 1960-Repositório da Universidade de LisboaAfonso, Rafael Nuno Fragoso2021-06-08T09:59:20Z202020202020-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10451/48395TID:202607879enginfo:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-03-17T14:34:48Zoai:repositorio.ulisboa.pt:10451/48395Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T03:15:53.069502Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv VisuaLeague III: Visual Analytics of Multiple Games
title VisuaLeague III: Visual Analytics of Multiple Games
spellingShingle VisuaLeague III: Visual Analytics of Multiple Games
Afonso, Rafael Nuno Fragoso
Visualização de dados de jogos
dados espacio-temporais
visualização de dados agregados
visualização analítica
League of Legends
Teses de mestrado - 2020
Departamento de Informática
title_short VisuaLeague III: Visual Analytics of Multiple Games
title_full VisuaLeague III: Visual Analytics of Multiple Games
title_fullStr VisuaLeague III: Visual Analytics of Multiple Games
title_full_unstemmed VisuaLeague III: Visual Analytics of Multiple Games
title_sort VisuaLeague III: Visual Analytics of Multiple Games
author Afonso, Rafael Nuno Fragoso
author_facet Afonso, Rafael Nuno Fragoso
author_role author
dc.contributor.none.fl_str_mv Afonso, Ana Paula Pereira, 1965-
Carmo, Maria Beatriz Duarte Pereira do, 1960-
Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Afonso, Rafael Nuno Fragoso
dc.subject.por.fl_str_mv Visualização de dados de jogos
dados espacio-temporais
visualização de dados agregados
visualização analítica
League of Legends
Teses de mestrado - 2020
Departamento de Informática
topic Visualização de dados de jogos
dados espacio-temporais
visualização de dados agregados
visualização analítica
League of Legends
Teses de mestrado - 2020
Departamento de Informática
description Tese de mestrado, Informática, Universidade de Lisboa, Faculdade de Ciências, 2020
publishDate 2020
dc.date.none.fl_str_mv 2020
2020
2020-01-01T00:00:00Z
2021-06-08T09:59:20Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10451/48395
TID:202607879
url http://hdl.handle.net/10451/48395
identifier_str_mv TID:202607879
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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