{"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}
‘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.
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.