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Dissertations / Theses on the topic 'Sport analytics'

Author: Grafiati

Published: 4 June 2021

Last updated: 25 July 2025

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1

DI, GIACOMO UMBERTO ANTONIO. "Machine learning and formal methods for sport analytics." Doctoral thesis, Università degli studi del Molise, 2022. https://hdl.handle.net/11695/115353.

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L’obiettivo principale del mio periodo di Dottorato riguarda il concetto della Soccer Analytics. Durante gli ultimi anni la Soccer Analytics ha registrato un’enorme diffusione. Di solito, in quest’ambito, i ricercatori si sono concentrati sulla predizione dei risultati delle partite anche se, soprattutto negli ultimi tempi, c’è stata un’attenzione particolare nello studio dei dati posizionali. Il mio periodo di Dottorato può essere diviso in tre parti fondamentali: nella prima parte ho preso in considerazione l’analisi e lo studio delle attività svolte dall’uomo; nella seconda parte, mi sono

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Stein, Manuel [Verfasser]. "Visual Analytics for Cooperative and Competitive Behavior in Team Sports / Manuel Stein." Konstanz : KOPS Universität Konstanz, 2020. http://d-nb.info/1206878460/34.

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Gullikson, Joey. "Strong Side, Weak Side: Goal Generating Tactics in NCAA Men's Water Polo." Scholarly Commons, 2019. https://scholarlycommons.pacific.edu/uop_etds/3618.

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In the game of water polo, it is generally accepted that the shooting position of the offensive player and the tactic employed are both important in generating goals. Despite their importance, little is known about the relationship between shooting position and offensive tactics and their impact on the probability of goal scoring. In this research, a sequence of hierarchical mixed logistic regression models is applied to a unique data set from 2016 and 2017 NCAA men’s water polo seasons to analyze the relationship between goal generating tactics and different shooting positions. The primary re

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D'Ambrosio, Luca. "Football Analytics: Predizione del ricevitore e della zona di passaggio mediante tecniche di Machine Learning." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2021. http://amslaurea.unibo.it/22985/.

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Il calcio è uno sport di squadra altamente collaborativo. Passare la palla al giocatore giusto è essenziale per vincere una partita, e quindi, anticipare e prevedere le intenzioni del mittente di un passaggio potrebbe arricchire la lista dei cosiddetti “trigger” per l'attivazione o la fine della fase di pressing (collettivo e volto alla sottrazione di soluzioni di gioco dell'avversario) o pressione (individuale e indirizzata al portatore). Il lavoro svolto in questo lavoro di tesi ha lo scopo di analizzare e predire un passaggio, al fine di capire a chi sarà indirizzato. In particolare, sono

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Malqui, José Luis Sotomayor. "A visual analytics approach for passing strateggies analysis in soccer using geometric features." reponame:Biblioteca Digital de Teses e Dissertações da UFRGS, 2017. http://hdl.handle.net/10183/158188.

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As estrategias de passes têm sido sempre de interesse para a pesquisa de futebol. Desde os inícios do futebol, os técnicos tem usado olheiros, gravações de vídeo, exercícios de treinamento e feeds de dados para coletar informações sobre as táticas e desempenho dos jogadores. No entanto, a natureza dinâmica das estratégias de passes são bastante complexas para refletir o que está acontecendo dentro do campo e torna difícil o entendimento do jogo. Além disso, existe uma demanda crecente pela deteção de padrões e analise de estrategias de passes popularizado pelo tiki-taka utilizado pelo FC. Barc

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Bourdon, Adrien. "Implantation de pratiques et d'outils d'intelligence d'affaires pour supporter la prise de décision dans le sport compétitif : deux exemples venant du football universitaire." Mémoire, Université de Sherbrooke, 2017. http://hdl.handle.net/11143/10488.

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Depuis les 10 dernières années, l’intelligence d’affaires et l’analytique (IA&A) sont devenues des sujets d’intérêts pour la recherche en systèmes d’information (SI) ainsi que pour les professionnels du domaine. Les initiatives en IA&A ont généré des bénéfices pour de nombreuses organisations dans plusieurs secteurs tels que la finance, les assurances, le divertissement ou encore les communications. Un domaine relativement nouveau où l’IA&A a fait son apparition est le sport compétitif. Les institutions, organisations sportives et athlètes d’élite tentent de mettre à profit l’utilisation des d

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Ekholm, Edwin. "Giving answers or educating? : Evaluation of an automated tracking system and its possibilities to educate game intelligence in Swedish elite football players." Thesis, Gymnastik- och idrottshögskolan, GIH, Institutionen för idrotts- och hälsovetenskap, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:gih:diva-6228.

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The aim of the study was to evaluate an automated tracking system and its possibilities to increase knowledge and awareness (future described as educate) in game intelligence among Swedish male elite football players. The study involved both qualitative and quantitative aspects. The quantitative part consisted of observing offensive passes performed by three male players, average age 25.3 (±1.5) years, weight 75.7 (±2.1) kg and height 181 (±4.4) cm. All of the players offensive passes were judged and categorized, based on criteria by the practitioner with footballing knowledge and by the autom

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Mortelier, Alexis. "Οbservatοire de la tactique en (e-)spοrt cοllectif". Electronic Thesis or Diss., Normandie, 2024. http://www.theses.fr/2024NORMC245.

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Cette thèse explore les dynamiques de jeu et les performances collectives en alternant entre les analyses de sports traditionnels, comme le handball, et des e-sports, tels que DotA2 et OverWatch. L'objectif est de segmenter le processus de traitement des données en plusieurs étapes, chacune apportant une compréhension spécifique. En adoptant une approche comparative entre sport et e-sport, ce travail non seulement distingue les différentes étapes de traitement des données, mais propose également une vue d'ensemble de l'analyse du (e-)sport. La première contribution réside dans le développement

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Nsolo, Edward. "Prediction models for soccer sports analytics." Thesis, Linköpings universitet, Databas och informationsteknik, 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-149033.

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In recent times there has been a substantial increase in research interest of soccer due to an increase of availability of soccer statistics data. With the help of data provider firms, access to historical soccer data becomes more simple and as a result data scientists started researching in the field. In this thesis, we develop prediction models that could be applied by data scientists and other soccer stakeholders. As a case study, we run several machine learning algorithms on historical data from five major European leagues and make a comparison. The study is built upon the idea of investig

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Halverson, Paula Dee. "The effects of peer tutoring on sport skill analytic ability /." The Ohio State University, 1987. http://rave.ohiolink.edu/etdc/view?acc_num=osu1487331541710629.

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O'Malley, John. "Predictive Golf Analytics Versus the Daily Fantasy Sports Market." Scholarship @ Claremont, 2018. http://scholarship.claremont.edu/cmc_theses/1969.

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This study examines the different skills necessary for PGA tour players to succeed at specific annual tournaments, in order to create a predictive model for DraftKings PGA contests. The model takes into account data from the PGA Tour ShotLink Intelligence Program. The predictive model is created each week based on past results from the specific tournament in question, with the hope of predicting a group of twenty-five players who should be successful based on their statistical profile. The results of the model are detailed in this paper, which covers the first nine weeks of the 2017 PGA Tour s

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Alvarsson, Andreas. "The development of a sports statistics web application : Sports Analytics and Data Models for a sports data web application." Thesis, Linköpings universitet, Institutionen för datavetenskap, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-138504.

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Sports and technology have always co-operated to bring better and more specific sports statistics. The collection of sports game data as well as the ability to generate valuable sports statistics of it is growing. This thesis investigates the development of a sports statistics application that should be able to collect sports game data, structure the data according to suitable data models and show statistics in a proper way. The application was set to be a web application that was developed using modern web technologies. This purpose led to a comparison of different software stack solutions an

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Reising, Justin. "Function Space Tensor Decomposition and its Application in Sports Analytics." Digital Commons @ East Tennessee State University, 2019. https://dc.etsu.edu/etd/3676.

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Recent advancements in sports information and technology systems have ushered in a new age of applications of both supervised and unsupervised analytical techniques in the sports domain. These automated systems capture large volumes of data points about competitors during live competition. As a result, multi-relational analyses are gaining popularity in the field of Sports Analytics. We review two case studies of dimensionality reduction with Principal Component Analysis and latent factor analysis with Non-Negative Matrix Factorization applied in sports. Also, we provide a review of a framewor

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Andersson, Sara. "Women’s sports : A discourse analytic investigation into the representation of women in sports media." Thesis, Mälardalens högskola, Akademin för utbildning, kultur och kommunikation, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-47891.

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Language is affected by the society in which it is used. Men and women have not had the same status in society, which means that the language used about them may potentially be different. A domain in society that was created for men is sports, yet, nowadays women also feature in sports. The aim of this study is to explore how women and their performances in sports are represented in newspapers. Previous research in the field of language, gender and sports has found that women are not depicted in the same way as men (Lundquist Wanneberg, 2011; Bissel, 2006; Segrave, McDowell and King III, 2006)

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Lee, Andrew Wei-Min. "Media reporting of drug use in sport : a discourse analytic study into stereotype construction /." Title page, contents and abstract only, 1998. http://web4.library.adelaide.edu.au/theses/09SPS/09spsl477.pdf.

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MIGLIORATI, Manlio. "Statistical models and algorithms for data mining and machine learning - Applications to sports analytics and bibliometrics." Doctoral thesis, Università degli studi di Brescia, 2022. http://hdl.handle.net/11379/551996.

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Questa tesi di dottorato riassume gli obiettivi di ricerca e le relative risposte ottenute nell’ambito del programma di dottorato “Modelli e Metodi per l’Economia e il Management” dell’Università di Brescia, Dipartimento di Economia e Management, cui l’autore ha partecipato negli anni 2018-2021. La principale attività di ricerca è relativa all’applicazione delle metodologie di data science, e in particolare il machine learning, allo sport, focalizzandosi sul basket, col duplice scopo di fornire allo staff tecnico strumenti per preparare e analizzare un match, e di affrontare il problema di cla

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Abed, Ala. "eValuate - A Sports Analytics mHealth App : Featuring the Perceived Load and Fitness Scale for Overtraining Prevention and Intervention." Thesis, KTH, Skolan för kemi, bioteknologi och hälsa (CBH), 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-278027.

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Health and fitness apps have become ubiquitous as smart devices become a major necessity in day-to-day life. However, an obvious issue with mobile health (mHealth) apps is that a substantial portion of them lack a scientific foundation and instead utilize experiential stratagems. Hence, the acquired data becomes unreliable. In sports, where data collection is extensive, this becomes a vital factor for success due to the increasing usage of mHealth. Therefore, the Swedish School of Sport and Health Sciences has, in collaboration with other organizations, created the Perceiv

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Reda, Roberto. "A Semantic Web approach to ontology-based system: integrating, sharing and analysing IoT health and fitness data." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2017. http://amslaurea.unibo.it/14645/.

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With the rapid development of fitness industry, Internet of Things (IoT) technology is becoming one of the most popular trends for the health and fitness areas. IoT technologies have revolutionised the fitness and the sport industry by giving users the ability to monitor their health status and keep track of their training sessions. More and more sophisticated wearable devices, fitness trackers, smart watches and health mobile applications will appear in the near future. These systems do collect data non-stop from sensors and upload them to the Cloud. However, from a data-centric perspective

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Sha, Long. "Representing and predicting multi-agent data in adversarial team sports." Thesis, Queensland University of Technology, 2018. https://eprints.qut.edu.au/116506/1/Long_Sha_Thesis.pdf.

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This thesis addresses the theoretical challenges of the application of Artificial Intelligence (AI) to the domain of sports. The key contribution of this work is a new data representation that allows AI algorithms to understand real world sports games such as basketball and soccer. The theoretical advances that this thesis has contributed has the potential to make a significant impact on many aspects of sport analytics, such as prediction, retrieval and simulation. Intelligent systems have been developed based upon this method which enables active spectator engagement in sporting events and mo

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Madireddy, Madhava Rao. "Analytical design of a parallel hybrid electric powertrain for sports utility vehicles and heavy trucks." Ohio : Ohio University, 2003. http://www.ohiolink.edu/etd/view.cgi?ohiou1175278829.

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Desai, Anver. "Policy agenda-setting and the use of analytical agenda-setting models for school sport and physical education in South Africa." Thesis, University of the Western Cape, 2011. http://hdl.handle.net/11394/3596.

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This study focused on policy agenda-setting models for school sport and physical education in South Africa. The primary objective was to assess and propose options for improved agenda-setting by focussing on the use of agenda-setting models and by applying it to physical education and school sport and the policy agenda of the national government. The study has shown that pertinent school sport and physical education policy issues, as supported by key role-players and principal actors, were initially not placed on the formal policy agenda of government during the research investigation period (

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Maddock, Paul Andrew II. "The Economic Implications of NBA Player Achievements on Athletic Apparel Companies." Scholarship @ Claremont, 2018. http://scholarship.claremont.edu/cmc_theses/1895.

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This paper aims to measure the economic impact of different NBA player achievements on the athletic apparel companies, Nike, Adidas, and Under Armour. It looks at players affiliated with the brands who participated in three different events in the NBA from from 2007 to 2017: the All-Star game, the All-NBA awards, and starting lineups in the Finals. Monthly stock returns for each company were calculated for the months the events took place: January, February, May, and June. The return of each company was then regressed on total number of players each company had in the events. Four total regres

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Arbués, Sangüesa Adrià. "A journey of computer vision in sports: from tracking to orientation-base metrics." Doctoral thesis, Universitat Pompeu Fabra, 2021. http://hdl.handle.net/10803/672785.

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Although tracking data have completely revolutionized the whole data science paradigm in sports competitions with the largest economic resources, its use in a European context is still unexplored. In this thesis, three tracking-related contributions are presented in the sports domain. First, the creation of vision-based basketball multi-tracking methods is studied from a single-camera perspective, which could be useful for clubs with low resources or for the recovery of vintage games’ tracking. Then, tracking data in the soccer domain is enriched by adding a novel layer of information: p

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Bialkowski, Alina Natalia. "Aligning and characterising group behaviours using role information." Thesis, Queensland University of Technology, 2015. https://eprints.qut.edu.au/86706/1/Alina_Bialkowski_Thesis.pdf.

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Techniques to align spatio-temporal data for large-scale analysis of human group behaviour have been developed. Application of the techniques to sports databases enable sport team's characteristic styles of play to be discovered and compared for tactical analysis. Applications in surveillance to recognise group activities in real-time for person re-identification from low-resolution video footage have also been developed.

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MacKay, Rowan Rachel. "Legitimation by multimodal means : a theoretical and analytical enquiry with specific reference to American political spot advertisements." Thesis, University of Edinburgh, 2013. http://hdl.handle.net/1842/9716.

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What is ‘legitimacy’? Is legitimation possible through non-linguistic modes? These are the key theoretical questions with which this study is concerned. It explores them in conjunction with an analysis of American political spot advertisements. These ads are situated at the nexus between legitimation and multimodality, and their relevance to contemporary politics on the world stage is reflected in the immense financial and skilled resources which have been — and continue to be — devoted to them. A historical perspective into legitimation, multimodality and the attendant concepts of rationality

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Koseler, Kaan Tamer. "Realization of Model-Driven Engineering for Big Data: A Baseball Analytics Use Case." Miami University / OhioLINK, 2018. http://rave.ohiolink.edu/etdc/view?acc_num=miami1524832924255132.

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Ekelund, Emil. "LactateStat: Wearable Electronics and Software for Real-Time Lactate Monitoring in Sweat." Thesis, KTH, Medicinteknik och hälsosystem, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-297538.

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Lactate is an important biomarker in sports and the lactate threshold concept is one of the best indicators of endurance performance in an athlete. However, to quantify the lactate threshold, an invasive method to take a blood sample must be used. Limitations for this method include stopping the active exercise for blood sampling and no real-time feedback. Instead, a novel non-invasive wearable biosensor can be used to measure the lactate concentration in sweat. The sensor generates an electrical current depending on the lactate concentration in the sweat, and therefore must an electronic devi

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Street, Julie Anna. "Applying sports analytics to Division 1 women’s volleyball: serve receive pass rating relative to server location, speed of the serve, location of the passer, and passing angle." Miami University / OhioLINK, 2018. http://rave.ohiolink.edu/etdc/view?acc_num=miami1533309130969035.

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Staberg, Pontus, Emil Häglund, and Jakob Claesson. "Injury Prediction in Elite Ice Hockey using Machine Learning." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-235959.

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Sport clubs are always searching for innovative ways to improve performance and obtain a competitive edge. Sports analytics today is focused primarily on evaluating metrics thought to be directly tied to performance. Injuries indirectly decrease performance and cost substantially in terms of wasted salaries. Existing sports injury research mainly focuses on correlating one specific feature at a time to the risk of injury. This paper provides a multidimensional approach to non-contact injury prediction in Swedish professional ice hockey by applying machine learning on historical data. Several f

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Smith, Phillip R. "Generation of Biomarkers from Anthrax Spores by Catalysis and Analytical Pyrolysis." Diss., CLICK HERE for online access, 2005. http://contentdm.lib.byu.edu/ETD/image/etd1005.pdf.

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Chen, Jianzhong. "Fundamental studies for development of real-time model-based feedback control with model adaptation for small scale resistance spot welding." Connect to this title online, 2005. http://rave.ohiolink.edu/etdc/view?acc%5Fnum=osu1109646314.

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Thesis (Ph. D.)--Ohio State University, 2005.<br>Title from first page of PDF file. Document formatted into pages; contains xix, 151 p.; also includes graphics Includes bibliographical references (p. 144-151). Available online via OhioLINK's ETD Center

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Melo, Miguel Araújo Tavares de. "Fan Relationship Management : um estudo de caso de uma organização desportiva." Master's thesis, Instituto Superior de Economia e Gestão, 2020. http://hdl.handle.net/10400.5/21123.

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Mestrado em Gestão de Sistemas de Informação<br>Numa era onde os avanços tecnológicos têm impactado diversos setores de atividade, as organizações procuram encontrar diversas formas de obter vantagens competitivas face à sua concorrência. Neste sentido, um dos setores onde se têm assinalado grandes mudanças é o desportivo. Contudo, e apesar de muitas organizações desportivas disporem de elevados volumes de informação, estas não implementam as estratégias adequadas que lhes permitam o aumento das receitas e da sua reputação num panorama social. Assim, surgiu a necessidade destas organizações r

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Westroth, Andreas, and Simon Gebrenegus. "Analys och utvärdering av fotbollsspelares passningsegenskaper : Kategorisering av lyckade passningar och identifiering av fotbollsspelares passningsegenskaper genom faktoranalys." Thesis, Linköpings universitet, Statistik och maskininlärning, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-177717.

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Sports analytics is an area that is growing at a rapid rate. It can be described as the use of data and analytics to gain an advantage in sports. It can include scouting, recovery, tactics and so on. This thesis uses data about association football passes to analyse players passing attributes. The dataset that has been used is acquired from the company Football Analytics Sweden AB and is produced by a subcontractor. The dataset includes event data for all games played in the Swedish division 1 during the 2020 season. In total there are 48 different types of events, but only the category passes

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Denkert, Ellinor, and Erik Friberg. ""Got Skills...?" : En kvalitativ studie om kompetensutveckling baserat på StarCraft II." Thesis, Uppsala universitet, Institutionen för informatik och media, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-168542.

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The use of computer games has grown exponentially in the past few years and StarCraft II is one of the most popular e-sports today, played by millions of people worldwide. This study investigates the game’s effect on skills, as perceived by the players of StarCraft II. The study was conducted by using an empirical survey and interviews. The skills being investigated were both physical and mental in their nature. The conclusion was that the majority of players perceived that their skills regarding reaction speed, multitasking, APM, analysis and strategy were increased the most, while there was

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Hohner, Matthias Markus [Verfasser], Petra [Gutachter] Högger, and Jürgen [Gutachter] Deckert. "Risikostratifizierung kardialer Nebenwirkungen in der Psychopharmakotherapie & Entwicklung und Validierung der Dried-Blood-Spot-Analytik für Clozapin und Quetiapin / Matthias Markus Hohner ; Gutachter: Petra Högger, Jürgen Deckert." Würzburg : Universität Würzburg, 2018. http://d-nb.info/1169048056/34.

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Aidibi, Ali. "Stress Concentration Factor and Fatigue Life Evaluation in offshore tubular KT-Joints." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2020.

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In the last few decades, offshore field has grown fast especially after the notable development of technologies, explorations of oil and gas in deep water and the high concern of offshore companies in renewable energy mainly Wind Energy. Fatigue damage was noticed as one of the main problems causing failure of offshore structures. The purpose of this research is to focus on the evaluation of Stress Concentration Factor and its influence on Fatigue Life for 2 tubular KT-Joints in offshore Jacket structure using different calculation methods. The work is done by using analytical calculations, ma

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Yao, Lijie. "Situated Visualization in Motion." Electronic Thesis or Diss., université Paris-Saclay, 2023. http://www.theses.fr/2023UPASG093.

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Dans ma thèse, je définis ce qu'est la visualisation en mouvement et j'apporte plusieurs contributions sur la manière de visualiser et de concevoir des visualisations localisées en mouvement. Dans la visualisation localisée de données, les données sont directement visualisées à proximité de l'espace physique, de l'objet ou de la personne auxquels elles se réfèrent. Les visualisations localisées sont souvent utiles dans des contextes où le référent des données et l'observateur sont en mouvement relatif. Imaginez, par exemple, un coureur regardant une visualisation sur un bracelet de fitness qu'

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Ribas, Maristella. "A Petri net decision model for cloud services adoption." Universidade Federal do CearÃ, 2015. http://www.teses.ufc.br/tde_busca/arquivo.php?codArquivo=15609.

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Cloud services are now widely used, especially in Infrastructure as a Service (IaaS), with big players offering several purchasing options, and expanding almost daily the range of offered services. Cost reduction is a major factor promoting cloud services adoption. However, qualitative factors need to be evaluated as well, making the decision process of cloud services adoption a non-trivial task for managers. In this work, we propose a Petri net-based multi-criteria decision-making (MCDM) framework, in order to evaluate a cloud service in relation to a similar on-premises offer. The evaluation

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Vik, Jon. "Not All Goals Are Created Equal : Evaluating Hockey Players in the NHL Using Q-Learning with a Contextual Reward Function." Thesis, Linköpings universitet, Databas och informationsteknik, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-175149.

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Not all goals in the game of ice hockey are created equal: some goals increase the chances of winning more than others. This thesis investigates the result of constructing and using a reward function that takes this fact into consideration, instead of the common binary reward function. The two reward functions are used in a Markov Game model with value iteration. The data used to evaluate the hockey players is play-by-play data from the 2013-2014 season of the National Hockey League (NHL). Furthermore, overtime events, goalkeepers, and playoff games are excluded from the dataset. This study fi

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Steinebach, Mario, Alexander Friebel, Christine Häckel-Riffler, et al. "TU-Spektrum 1/2005, Magazin der Technischen Universität Chemnitz." Universitätsbibliothek Chemnitz, 2005. http://nbn-resolving.de/urn:nbn:de:swb:ch1-200500470.

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"Analytics in Baseball: Retention of Sport Specific Analytic Information Based on Various Presentation Methods." Master's thesis, 2020. http://hdl.handle.net/2286/R.I.62968.

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abstract: Analytics are being collected on a day to day basis on just about anything that you can think of. Sports is one of the recent fields that has started implementing the tool into their game. Analytics can be described as an abundance of statistical information that show situational tendencies of other teams and players. It is hypothesized that analytics provide anticipatory information that allows athletes to know what is coming; therefore, allowing them to perform better in real game scenarios. However, it is unclear how this information should be presented to athletes and whether

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Moreira, Bernardo Nuno Alves de Vaz. "Implementation of business analytics tools in a padel club : Quinta de Monserrate." Master's thesis, 2021. http://hdl.handle.net/10400.14/36856.

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The purpose of this Master’s Final Assessment (MFA) is to describe the implementation of Business Intelligence and Analytics (BI&A) in the sports industry. In a nut shell, BI&A is a technology-driven process focused on data management solutions, which aims to collect and analyse information to improve the decision-making. Although many studies were conducted across the sports industry, there is still alack of investigation on padel. This sport is rising across the globe and is well-known for its strong social component and easiness to play. For instance, since 2011, the number of padel courts

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Pinheiro, Paulo. "Modelos para incremento da retenção em serviços desportivos regulares : análise preditiva e ações de fidelização." Master's thesis, 2018. http://hdl.handle.net/10400.2/7931.

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Atrair um novo cliente pode custar até cinco vezes mais do que manter um cliente atual satisfeito e por isso a capacidade de detetar, o mais cedo possível, quais os clientes que irão abandonar ou deixar de adquirir um determinado produto ou serviço, bem como as medidas que podem ser implementadas para evitar esse abandono ou quebra nas vendas são questões que todas as empresas gostariam de ver respondidas. Neste trabalho é apresentado um sistema inteligente que gera conhecimento acionável (“actionable knowledge”) baseado em dados reais e orientado para acções de fidelização de clientes de ser

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Coutinho, José Carlos Milheiro Soares. "Data mining tool for Sports analytics." Master's thesis, 2019. https://hdl.handle.net/10216/122016.

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Alceo, Pedro Miguel Gonçalves André. "Sports analytics: maximizing precision in predicting MLB base hits." Master's thesis, 2020. http://hdl.handle.net/10362/99693.

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Dissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Knowledge Management and Business Intelligence<br>Nos últimos anos o mundo do desporto alcançou níveis de crescimento nunca antes visto e, este evento, fomentou a necessidade para o crescimento no uso de ferramentas que tragam vantagens para as organizações e os respetivos stakeholders. Como resultado tem se registado um rápido crescimento no uso da análise de dados para vários tópicos relacionados com o desporto que consequentemente origina melhores e rápido julga

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Singal, Raghav. "New Analytics Paradigms in Online Advertising and Fantasy Sports." Thesis, 2020. https://doi.org/10.7916/d8-3cw3-c550.

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Over the last two decades, digitization has been drastically shifting the way businesses operate and has provided access to high volume, variety, velocity, and veracity data. Naturally, access to such granular data has opened a wider range of possibilities than previously available. We leverage such data to develop application-driven models in order to evaluate current systems and make better decisions. We explore three application areas. In Chapter 1, we develop models and algorithms to optimize portfolios in daily fantasy sports (DFS). We use opponent-level data to predict behavior o

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Keshri, Suraj Kumar. "Essays in Basketball Analytics." Thesis, 2019. https://doi.org/10.7916/d8-1ghx-zy51.

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With the increasing popularity and competition in professional basketball in the past decade, data driven decision has emerged as a big competitive edge. The advent of high frequency player tracking data from SportVU has enabled a rigorous analysis of player abilities and interactions that was not possible before. The tracking data records two-dimensional x-y coordinates of 10 players on the court as well as the x-y-z coordinates of the ball at a resolution of 25 frames per second, yielding over 1 billion space-time observations over the course of a full season. This dissertation offers a coll

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TSENG, SHANG-YU, and 曾上瑜. "A Study on Development Strategy of Taiwan Electronic Sport by Analytic Hierarchy Process." Thesis, 2017. http://ndltd.ncl.edu.tw/handle/67940182055197703508.

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碩士<br>國立體育大學<br>國際體育事務研究所<br>105<br>The ranking of Taiwan electronic sports (e-sports) can be placed into top 10 over the world. According to the statistics of Ministry of Economic Affairs in 2015, game industry value of Taiwan exceeded 53.2 billion NTD, increased year by year. Electronic sports was developed from hardware, game production and sport events to broadcast authorization, making it a non-negligible industry. This study used literature review, brain storm and expert questionnaire & interview to construct a developmental strategy framework based on Analytical Hierarchy Process，AHP. I

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Wan－Ting, Ko, and 柯琬婷. "The Study of Consumers’ Sport Club Selection Factors Using Analytical Hierarchy Process." Thesis, 2008. http://ndltd.ncl.edu.tw/handle/83299325792693904172.

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碩士<br>樹德科技大學<br>經營管理研究所<br>96<br>The promotion of the two-day weekend on January 1st, 2001 has enhanced our citizens’ demands for recreation. On the other hand, demands for professional profit sport clubs also increased. Nevertheless, the closing down of well-known sport clubs in Taiwan without prior warning, consumers are deprived of their rights. Analytic Hierarchical Process, AHP is adopted in this study to find out consumers’ sport club selection factors. Through literature reviews in this research, 5 primary factors namely:“payment/price”, “venue /facilities”, “service content”, “business

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Fontanive, Leonardo Mendes Serra. "Football analytics: a literature analysis from 2010 to 2020." Master's thesis, 2021. http://hdl.handle.net/10362/119540.

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Dissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Knowledge Management and Business Intelligence<br>The overall goal for the current study is to present a literature review of analytics, precisely machine learning (ML) reference authors in terms of methods and applicable scopes of study, in football where is a field that historically there are empirical decisions and the usage of analytics has been growing intensely. The research aims to list relevant academic contributions published between 2010 and 2020, perform

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