“即使算法是个糟糕的同事,你也需要学会与之共存”:游戏行业专业人士对数据分析的看法

IF 1.7 2区 社会学 Q1 CULTURAL STUDIES
Olli Sotamaa, Heikki Tyni, Taina Myöhänen
{"title":"“即使算法是个糟糕的同事,你也需要学会与之共存”:游戏行业专业人士对数据分析的看法","authors":"Olli Sotamaa, Heikki Tyni, Taina Myöhänen","doi":"10.1177/13675494231168568","DOIUrl":null,"url":null,"abstract":"The digital game industry has actively integrated data-driven methods into its core processes. This interview-based study shows how game industry professionals perceive the role of data as part of their everyday work. Analysing the data-related notions and negotiations helps to explicate how mainstream data imaginaries are both reproduced and challenged in the different phases and contexts of game making. The analysis is divided into the following themes: data is everywhere, data is messy, data is constructed and data redefines creativity. The qualitative inquiry shows how the meaning of game data cannot be reduced to individual metrics or analytics services, or new positions like data analysts. Data-driven development is based on particular values and assumptions, and it creates new practices, working cultures and conflicting forms of agency.","PeriodicalId":47482,"journal":{"name":"European Journal of Cultural Studies","volume":" ","pages":""},"PeriodicalIF":1.7000,"publicationDate":"2023-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"‘Even if the algorithm is a terrible workmate, you just need to learn to live with it’: Perceptions of data analytics among game industry professionals\",\"authors\":\"Olli Sotamaa, Heikki Tyni, Taina Myöhänen\",\"doi\":\"10.1177/13675494231168568\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The digital game industry has actively integrated data-driven methods into its core processes. This interview-based study shows how game industry professionals perceive the role of data as part of their everyday work. Analysing the data-related notions and negotiations helps to explicate how mainstream data imaginaries are both reproduced and challenged in the different phases and contexts of game making. The analysis is divided into the following themes: data is everywhere, data is messy, data is constructed and data redefines creativity. The qualitative inquiry shows how the meaning of game data cannot be reduced to individual metrics or analytics services, or new positions like data analysts. Data-driven development is based on particular values and assumptions, and it creates new practices, working cultures and conflicting forms of agency.\",\"PeriodicalId\":47482,\"journal\":{\"name\":\"European Journal of Cultural Studies\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2023-05-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European Journal of Cultural Studies\",\"FirstCategoryId\":\"90\",\"ListUrlMain\":\"https://doi.org/10.1177/13675494231168568\",\"RegionNum\":2,\"RegionCategory\":\"社会学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CULTURAL STUDIES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Cultural Studies","FirstCategoryId":"90","ListUrlMain":"https://doi.org/10.1177/13675494231168568","RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CULTURAL STUDIES","Score":null,"Total":0}
引用次数: 0

摘要

数字游戏行业积极地将数据驱动方法整合到其核心流程中。这一基于访谈的研究显示了游戏行业专业人士是如何看待数据在他们日常工作中的作用的。分析与数据相关的概念和协商有助于解释主流数据想象是如何在游戏制作的不同阶段和环境中被复制和挑战的。分析分为以下主题:数据无处不在,数据混乱,数据被构建,数据重新定义创造力。定性调查表明,游戏数据的意义不能简化为单个参数或分析服务,或数据分析师等新职位。数据驱动的发展基于特定的价值观和假设,它创造了新的实践、工作文化和相互冲突的代理形式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
‘Even if the algorithm is a terrible workmate, you just need to learn to live with it’: Perceptions of data analytics among game industry professionals
The digital game industry has actively integrated data-driven methods into its core processes. This interview-based study shows how game industry professionals perceive the role of data as part of their everyday work. Analysing the data-related notions and negotiations helps to explicate how mainstream data imaginaries are both reproduced and challenged in the different phases and contexts of game making. The analysis is divided into the following themes: data is everywhere, data is messy, data is constructed and data redefines creativity. The qualitative inquiry shows how the meaning of game data cannot be reduced to individual metrics or analytics services, or new positions like data analysts. Data-driven development is based on particular values and assumptions, and it creates new practices, working cultures and conflicting forms of agency.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
5.50
自引率
4.20%
发文量
69
期刊介绍: European Journal of Cultural Studies is a major international, peer-reviewed journal founded in Europe and edited from Finland, the Netherlands, the UK, the United States and New Zealand. The journal promotes a conception of cultural studies rooted in lived experience. It adopts a broad-ranging view of cultural studies, charting new questions and new research, and mapping the transformation of cultural studies in the years to come. The journal publishes well theorized empirically grounded work from a variety of locations and disciplinary backgrounds. It engages in critical discussions on power relations concerning gender, class, sexual preference, ethnicity and other macro or micro sites of political struggle.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信