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Games and Big Data: A Scalable Multi-Dimensional Churn Prediction Model

Games and Big Data: A Scalable Multi-Dimensional Churn Prediction Model

6 October 2017
Paul Bertens
Anna Guitart
África Periánez
ArXiv (abs)PDFHTML

Papers citing "Games and Big Data: A Scalable Multi-Dimensional Churn Prediction Model"

17 / 17 papers shown
Title
Actionable Recourse via GANs for Mobile Health
Actionable Recourse via GANs for Mobile Health
Jennifer Chien
Anna Guitart
Ana Fernández del Río
África Periánez
Lauren Bellhouse
57
1
0
12 Nov 2022
BBE-LSWCM: A Bootstrapped Ensemble of Long and Short Window Clickstream
  Models
BBE-LSWCM: A Bootstrapped Ensemble of Long and Short Window Clickstream Models
Arnab Chakraborty
Vikas Raturi
Shrutendra Harsola
27
1
0
30 Mar 2022
AI in (and for) Games
AI in (and for) Games
K. Karpouzis
George Tsatiris
46
2
0
07 May 2021
A Survey on Churn Analysis
A Survey on Churn Analysis
Jae-Kyoung Ahn
51
1
0
25 Oct 2020
Predicting Game Difficulty and Churn Without Players
Predicting Game Difficulty and Churn Without Players
Shaghayegh Roohi
Asko Relas
Jari Takatalo
Henri Heiskanen
Perttu Hämäläinen
66
24
0
29 Aug 2020
A Time Series Approach To Player Churn and Conversion in Videogames
A Time Series Approach To Player Churn and Conversion in Videogames
Ana Fernández del Río
Anna Guitart
África Periánez
AI4TS
64
5
0
13 Mar 2020
Utilizing Players' Playtime Records for Churn Prediction: Mining
  Playtime Regularity
Utilizing Players' Playtime Records for Churn Prediction: Mining Playtime Regularity
Wanshan Yang
Ting Huang
Junlin Zeng
Lijun Chen
Shivakant Mishra
Youjian
Yi Liu
17
6
0
15 Dec 2019
Understanding Player Engagement and In-Game Purchasing Behavior with
  Ensemble Learning
Understanding Player Engagement and In-Game Purchasing Behavior with Ensemble Learning
Anna Guitart
Ana Fernández del Río
África Periánez
65
6
0
09 Jul 2019
Profiling Players with Engagement Predictions
Profiling Players with Engagement Predictions
Ana Fernández del Río
Pei Pei Chen
África Periánez
30
12
0
09 Jul 2019
From Non-Paying to Premium: Predicting User Conversion in Video Games
  with Ensemble Learning
From Non-Paying to Premium: Predicting User Conversion in Video Games with Ensemble Learning
Anna Guitart
S. Tan
Ana Fernández del Río
Pei Pei Chen
África Periánez
76
11
0
25 Jun 2019
Modelling Early User-Game Interactions for Joint Estimation of Survival
  Time and Churn Probability
Modelling Early User-Game Interactions for Joint Estimation of Survival Time and Churn Probability
Valerio Bonometti
Charles Ringer
Mark Hall
Alex R. Wade
Anders Drachen
56
11
0
27 May 2019
The Winning Solution to the IEEE CIG 2017 Game Data Mining Competition
The Winning Solution to the IEEE CIG 2017 Game Data Mining Competition
Anna Guitart
Pei Pei Chen
África Periánez
49
11
0
16 Jan 2019
Micro- and Macro-Level Churn Analysis of Large-Scale Mobile Games
Micro- and Macro-Level Churn Analysis of Large-Scale Mobile Games
Xi Liu
Muhe Xie
Xidao Wen
Rui Chen
Yong Ge
N. Duffield
Na Wang
50
20
0
14 Jan 2019
Customer Lifetime Value in Video Games Using Deep Learning and
  Parametric Models
Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models
Pei Pei Chen
Anna Guitart
Ana Fernández del Río
África Periánez
121
50
0
28 Nov 2018
A Semi-Supervised and Inductive Embedding Model for Churn Prediction of
  Large-Scale Mobile Games
A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games
Xi Liu
Muhe Xie
Xidao Wen
Rui Chen
Yong Ge
N. Duffield
Na Wang
48
43
0
20 Aug 2018
A Machine-Learning Item Recommendation System for Video Games
A Machine-Learning Item Recommendation System for Video Games
Paul Bertens
Anna Guitart
Pei Pei Chen
África Periánez
45
44
0
13 Jun 2018
Forecasting Player Behavioral Data and Simulating in-Game Events
Forecasting Player Behavioral Data and Simulating in-Game Events
Anna Guitart
Pei Pei Chen
Paul Bertens
África Periánez
AI4TS
33
8
0
05 Oct 2017
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