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Retaining players over an extended period of time is a long-standing challenge in game industry. Significant effort has been paid to understanding what motivates players enjoy games. While individuals may have varying reasons to play or…

社会与信息网络 · 计算机科学 2017-02-28 Kunwoo Park , Meeyoung Cha , Haewoon Kwak , Kuan-Ta Chen

Data-driven approaches which aim to identify and predict player engagement are becoming increasingly popular in games industry contexts. This is due to the growing practice of tracking and storing large volumes of in-game telemetries…

机器学习 · 计算机科学 2019-08-22 Valerio Bonometti , Charles Ringer , Mark Hall , Alex R. Wade , Anders Drachen

With the recent increase in the quantity of high fidelity games appearing on mobile devices and the recent trend of gaming focused mobile devices, there is a new requirement for a clear and comprehensive measure of the quality of gaming…

人机交互 · 计算机科学 2019-10-31 Hesham Dar , James Kwan , Yang Liu , Omiros Pantazis , Robert Sharp

Research on mobile phone use often starts with a question of "How much time users spend on using their phones?". The question involves an equal-length measure that captures the duration of mobile phone use but does not tackle the other…

计算机与社会 · 计算机科学 2017-11-28 Jonathan J. H. Zhu , Hexin Chen , Tai-Quan Peng , Xiao Fan Liu , Haixing Dai

User engagement is crucial to the long-term success of a mobile app. Several metrics, such as dwell time, have been used for measuring user engagement. However, how to effectively predict user engagement in the context of mobile apps is…

信息检索 · 计算机科学 2021-06-04 Yuan Tian , Ke Zhou , Dan Pelleg

Promotion of healthy habits help maintain and improve people health, reduce disease risks, and manage chronic illness. Regular healthy activities like walking, exercising, healthy eating, drinking water or taking medication on time require…

人机交互 · 计算机科学 2017-08-22 Anna Iurchenko

The possibility of using player engagement predictions to profile high spending video game users is explored. In particular, individual-player survival curves in terms of days after first login, game level reached and accumulated playtime…

机器学习 · 计算机科学 2020-03-10 Ana Fernández del Río , Pei Pei Chen , África Periáñez

With the growing integration of smartphones into our daily lives, and their increased ease of use, mobile games have become highly popular across all demographics. People listen to music, play games or read the news while in transit or…

Session length is a very important aspect in determining a user's satisfaction with a media streaming service. Being able to predict how long a session will last can be of great use for various downstream tasks, such as recommendations and…

信息检索 · 计算机科学 2017-08-02 Theodore Vasiloudis , Hossein Vahabi , Ross Kravitz , Valery Rashkov

Experience Management studies AI systems that automatically adapt interactive experiences such as games to tailor to specific players and to fulfill design goals. Although it has been explored for several decades, existing work in…

人机交互 · 计算机科学 2019-07-05 Jichen Zhu , Santiago Ontañón

The popularity of computer games is remarkably high and is still growing every year. Despite this popularity and the economical importance of gaming, research in game design, or to be more precise, of game mechanics that can be used to…

人机交互 · 计算机科学 2019-09-24 Philipp Moll , Veit Frick , Natascha Rauscher , Mathias Lux

Understanding how players interact with the mobile game app on smartphone devices is important for game experts to develop and refine their app products. Conventionally, the game experts achieve their purposes through intensive user studies…

人机交互 · 计算机科学 2021-10-19 Quan Li , Haipeng Zeng , Zhenhui Peng , Xiaojuan Ma

We argue for the use of active learning methods for player modelling. In active learning, the learning algorithm chooses where to sample the search space so as to optimise learning progress. We hypothesise that player modelling based on…

机器学习 · 计算机科学 2013-12-11 Julian Togelius , Noor Shaker , Georgios N. Yannakakis

As blind and low-vision (BLV) players engage more deeply with games, accessibility features have become essential. While some research has explored tools and strategies to enhance game accessibility, the specific experiences of these…

人机交互 · 计算机科学 2025-02-17 Zihe Ran , Xiyu Li , Qing Xiao , Xianzhe Fan , Franklin Mingzhe Li , Yanyun Wang , Zhicong Lu

Video games have played a crucial role in entertainment since their development in the 1970s, becoming even more prominent during the lockdown period when people were looking for ways to entertain them. However, at that time, players were…

人机交互 · 计算机科学 2024-04-02 Anoop Kumar , Suresh Dodda , Navin Kamuni , Venkata Sai Mahesh Vuppalapati

Mobile gaming presents a number of main issues which remain open. These are concerned mainly with connectivity, computational capacities, memory and battery constraints. In this paper, we discuss the design of a fully distributed approach…

网络与互联网体系结构 · 计算机科学 2014-07-31 Stefano Ferretti , Gabriele D'Angelo

Predicting and improving player retention is crucial to the success of mobile Free-to-Play games. This paper explores the problem of rapid retention prediction in this context. Heuristic modeling approaches are introduced as a way of…

Gamification represents an effective way to incentivize user behavior across a number of computing applications. However, despite the fact that physical activity is essential for a healthy lifestyle, surprisingly little is known about how…

计算机与社会 · 计算机科学 2017-02-27 Ali Shameli , Tim Althoff , Amin Saberi , Jure Leskovec

For sustainable growth and profitability, online game companies are constantly carrying out various events to attract new game users, to maximize return users, and to minimize churn users in online games. Because minimizing churn users is…

人机交互 · 计算机科学 2019-09-25 Kyoung Ho Kim , Huy Kang Kim

Among mobile cloud applications, mobile cloud gaming has gained a significant popularity in the recent years. In mobile cloud games, textures, game objects, and game events are typically streamed from a server to the mobile client. One of…

网络与互联网体系结构 · 计算机科学 2017-07-04 Mohammad Hosseini
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