Sales Predictions for Video Games Using Predictive Analytics of Market Data

The advancements and sales of technology have changed drastically within the last twenty years, affecting the sales of video games as their platforms and content have been able to change alongside technological advances. Predictive analytics helps those in the video game industry to keep up with these constant changes when considering factors such as sales. This study considers the need and application of predictive analytics using the classification models linear regression and decision trees to predict future sales performance. We conduct this research to prove the benefits of using predictive analytics to predict future sales performance on data for video games.

Authors

Institutions

Publication Details

Published
2024-12-22
DOI
https://doi.org/10.1109/cicn63059.2024.10847429
Citations
1
Primary Topic
Sports Analytics and Performance
Type
article
Field-Weighted Citation Impact
1.13
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Sales Predictions for Video Games Using Predictive Analytics of Market Data

Christopher Kadlec, Denis Pereira Gray, Atef Shalan
1 citations
Sports Analytics and Performance
1.13
article

Sales Predictions for Video Games Using Predictive Analytics of Market Data

Christopher Kadlec, Denis Pereira Gray, Atef Shalan
article en
1 citations

Abstract

The advancements and sales of technology have changed drastically within the last twenty years, affecting the sales of video games as their platforms and content have been able to change alongside technological advances. Predictive analytics helps those in the video game industry to keep up with these constant changes when considering factors such as sales. This study considers the need and application of predictive analytics using the classification models linear regression and decision trees to predict future sales performance. We conduct this research to prove the benefits of using predictive analytics to predict future sales performance on data for video games.

Georgia Southern University (US)
Decent work and economic growth
Openalex Percentile: Top 10%
Sports Analytics and Performance
1.13
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.