Philosophical Inquiry into Computer Intentionality: Machine Learning and Value Sensitive Design.
Intelligent algorithms together with various machine learning techniques hold a dominant position among major challenges for contemporary value sensitive design. Self-learning capabilities of current AI applications blur the causal link between programmer and computer behavior. This creates a vital...
| Publicado en: | Human Affairs Vol. 33; no. 1; pp. 115 - 128 |
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| Formato: | Artículo |
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De Gruyter
Mar2023
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=161657367&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 161657367 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 12103055 H2H jtl: Human Affairs issn: 12103055 maglogo: N pubinfo: dt: Mar2023 vid: 33 iid: 1 pid: 1734 pub: De Gruyter artinfo: ui: 161657367 10.1515/humaff-2022-2035 ppf: 115 ppct: 13 formats: tig: atl: Philosophical Inquiry into Computer Intentionality: Machine Learning and Value Sensitive Design. aug: au: Mykhailov, Dmytro affil: School of Humanities, Southeast University, Nanjing, 211189, China su: Machine learning Intentionality (Philosophy) Computer programmers Computers Computer systems Artificial intelligence sug: subj: Machine learning Intentionality (Philosophy) Computer programmers Computers Computer systems Artificial intelligence keyword: algorithmic transparency computer intentionality fairness machine learning (ML) values sensitive design ab: Intelligent algorithms together with various machine learning techniques hold a dominant position among major challenges for contemporary value sensitive design. Self-learning capabilities of current AI applications blur the causal link between programmer and computer behavior. This creates a vital challenge for the design, development and implementation of digital technologies nowadays. This paper seeks to provide an account of this challenge. The main question that shapes the current analysis is the following: What conceptual tools can be developed within the value sensitive design school of thought for evaluating machine learning algorithms where the causal relation between designers and the behavior of their computer systems has been eroded? The answer to this question will be provided through two levels of investigation within the value sensitive design methodology. The first level is conceptual. Within the conceptual level, we will introduce the notion of computer intentionality and will show how this term may be used for solving an issue of non-causal relation between designer and computer system. The second level of investigation is technical. At this level the emphasis will be given to machine learning algorithms. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y dt: @attributes: year: 2023 holdings: @attributes: islocal: N |
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