Sports Analytics with Natural Language Processing: Using Crowd Sentiment to Help Pick Winners in Fantasy Football

B Hendricks - 2022 - search.proquest.com
We develop a method for maximizing potential in the sports analytics picking winners
problem. We do so by: i) leveraging BERT-based, large-scale sentiment analysis of tweets …

Artificial intelligence in team sports

RJ Beal - 2022 - eprints.soton.ac.uk
The Sports Analytics Market is growing rapidly, in 2020 it was valued at over $1 billion and is
expected to reach over $5 billion by 2026. However, even with this level of growth the use of …

Using Machine Learning to Predict Performance in the NFL

S Case - 2023 - keep.lib.asu.edu
In the last two decades, fantasy sports have grown massively in popularity. Fantasy football
in particular is the most popular fantasy sport in the United States. People spend hours upon …

Social Networks and Large Language Models for Division I Basketball Game Winner Prediction

G Sprint - IEEE Access, 2024 - ieeexplore.ieee.org
Sporting event outcome prediction is a well-established and actively researched domain,
with a particular focus on college basketball's March Madness tournament. Researchers …

Forecasting success in the National Hockey League using in-game statistics and textual data

J Weissbock - 2014 - ruor.uottawa.ca
In this thesis, we look at a number of methods to forecast success (winners and losers), both
of single games and playoff series (best-of-seven games) in the sport of ice hockey, more …

Predicting wins and spread in the Premier League using a sentiment analysis of twitter

RP Schumaker, AT Jarmoszko, CS Labedz Jr - Decision Support Systems, 2016 - Elsevier
Can the sentiment contained in tweets serve as a meaningful proxy to predict match
outcomes and if so, can the magnitude of outcomes be predicted based on a degree of …

[PDF][PDF] Finding the Optimal Fantasy Football Team

P Steenkiste - 2015 - cs229.stanford.edu
Fantasy football, just like the game of football itself, as grown from a benign neighborhood
pastime into an immensely profitable corporate industry. Over the past decade, the number …

[PDF][PDF] Applying Data Analytics as an Alternative to Subjective Rankings of Players in Fantasy Basketball

C Collins - Mathematica Militaris, 2022 - core.ac.uk
Fantasy Basketball ranks secondly behind Fantasy Football for fantasy sports popularity
(Statistica 2018), but trails substantially behind in total participation. The relatively small …

[HTML][HTML] Hidden In-Game Intelligence in NBA Players' Tweets Sentiment analysis helps detect NBA players' pre-game moods from their tweets and predict their on …

C Xu, Y Yu, CK Hoi - cacm.acm.org
The sports industry is big business globally and domestically; 10 for example, the New York
Knicks of the National Basketball Association (NBA) generated $287 million in revenue in …

[PDF][PDF] Football match results prediction with data analyzing

JPO Lírio - 2023 - repositorio-aberto.up.pt
This thesis explores the application of machine learning algorithms and data analytics in
predicting football results for the 2022/2023 season. The primary objective is to evaluate the …