Lil Miquela在Instagram上的虚拟身份表现的跨学科法医研究

IF 4.7 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Nashwa Elyamany, Yasser Omar Youssef, Nehal El-karef
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引用次数: 0

摘要

虚拟影响者(VIs)已经成为人机交互和大众媒体与传播研究中最多产的研究对象。为了在他们的社交媒体帖子中融入社会特征和拟人化思想,类似人类的VIs通过视觉上真实的人物形象、情感上迷人的多模式叙事和半实用主义的劳动密集型策略与追随者互动,符合当代影响者文化的期望(和压力)。根据贝尔克对扩展自我的重新审视模型和及时的学术著作,我们引入了一种新的虚拟自我概念,它在平台化的空间中执行身份。为了检查虚拟人物的身份表现,我们采用跨学科混合方法的法医网络研究设计,协同计算机视觉,自然语言处理和半实用分析工具。从典型的虚拟经纪人Lil Miquela的Instagram官方账户中提取的334条(赞助的)帖子样本被仔细审查,考虑到她的帖子的图片和附带的说明文字。本文进行了三方面的分析,认真地试图揭示:(a)她的合成图像在追求真实性的建构中如何呈现出人眼的人形;(b)有助于她的身份表演的技术影响;(c)半实用主义的功能在instagram空间中被挪用和部署,展示了这三种功能如何服务于她的数字身份的表现。有价值的见解表明,她的机构严重依赖算法和符号学的非物质性来产生行动。该研究的发现为人工智能背景下VIs和扩展自我的现有文献做出了贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A trans-disciplinary forensic study of Lil Miquela’s virtual identity performance in Instagram

Virtual Influencers (VIs) have become the most prolific research subjects in human–computer interaction and mass media and communication studies from a plethora of perspectives. Developed to integrate social traits and anthropomorphic minds in their social media posts, human-like VIs engage with followers via visually authentic personae, emotionally captivating multimodal storytelling, and semio-pragmatic labor-intensive strategies in conformity with the expectations (and pressures) of the contemporary influencer culture. Informed by Belk’s revisited model of and timely scholarly works on the extended self, we introduce a new conceptualization of the virtual self that performs identity in platformized spaces. To examine virtual personae’s identity performance, we adopt a trans-disciplinary mixed-method forensic netnographic research design, synergizing computer vision, natural language processing, and semio-pragmatic analytical tools. A convenient sample of 334 (sponsored) posts, retrieved from the official Instagram account of the quintessential virtual agent Lil Miquela, is scrutinized taking into consideration her posts’ images and accompanying captions. The paper carries out the tripartite analysis in serious attempt to unravel: (a) how humanoid her synthesized images appear to the naked eye in quest of authenticity building; (b) the techno-affects that contribute to her identity performance; and (c) the semio-pragmatic affordances appropriated and deployed in Instagrammable spaces, showcasing how the three serve the performance of her digital identity. Valuable insights reveal that her agency draws heavily on algorithmization and semiotic immateriality to produce action. The study’s findings contribute to the existing body of literature on VIs and the extended self within the context of artificial intelligence.

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来源期刊
AI & Society
AI & Society COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-
CiteScore
8.00
自引率
20.00%
发文量
257
期刊介绍: AI & Society: Knowledge, Culture and Communication, is an International Journal publishing refereed scholarly articles, position papers, debates, short communications, and reviews of books and other publications. Established in 1987, the Journal focuses on societal issues including the design, use, management, and policy of information, communications and new media technologies, with a particular emphasis on cultural, social, cognitive, economic, ethical, and philosophical implications. AI & Society has a broad scope and is strongly interdisciplinary. We welcome contributions and participation from researchers and practitioners in a variety of fields including information technologies, humanities, social sciences, arts and sciences. This includes broader societal and cultural impacts, for example on governance, security, sustainability, identity, inclusion, working life, corporate and community welfare, and well-being of people. Co-authored articles from diverse disciplines are encouraged. AI & Society seeks to promote an understanding of the potential, transformative impacts and critical consequences of pervasive technology for societies. Technological innovations, including new sciences such as biotech, nanotech and neuroscience, offer a great potential for societies, but also pose existential risk. Rooted in the human-centred tradition of science and technology, the Journal acts as a catalyst, promoter and facilitator of engagement with diversity of voices and over-the-horizon issues of arts, science, technology and society. AI & Society expects that, in keeping with the ethos of the journal, submissions should provide a substantial and explicit argument on the societal dimension of research, particularly the benefits, impacts and implications for society. This may include factors such as trust, biases, privacy, reliability, responsibility, and competence of AI systems. Such arguments should be validated by critical comment on current research in this area. Curmudgeon Corner will retain its opinionated ethos. The journal is in three parts: a) full length scholarly articles; b) strategic ideas, critical reviews and reflections; c) Student Forum is for emerging researchers and new voices to communicate their ongoing research to the wider academic community, mentored by the Journal Advisory Board; Book Reviews and News; Curmudgeon Corner for the opinionated. Papers in the Original Section may include original papers, which are underpinned by theoretical, methodological, conceptual or philosophical foundations. The Open Forum Section may include strategic ideas, critical reviews and potential implications for society of current research. Network Research Section papers make substantial contributions to theoretical and methodological foundations within societal domains. These will be multi-authored papers that include a summary of the contribution of each author to the paper. Original, Open Forum and Network papers are peer reviewed. The Student Forum Section may include theoretical, methodological, and application orientations of ongoing research including case studies, as well as, contextual action research experiences. Papers in this section are normally single-authored and are also formally reviewed. Curmudgeon Corner is a short opinionated column on trends in technology, arts, science and society, commenting emphatically on issues of concern to the research community and wider society. Normal word length: Original and Network Articles 10k, Open Forum 8k, Student Forum 6k, Curmudgeon 1k. The exception to the co-author limit of Original and Open Forum (4), Network (10), Student (3) and Curmudgeon (2) articles will be considered for their special contributions. Please do not send your submissions by email but use the "Submit manuscript" button. NOTE TO AUTHORS: The Journal expects its authors to include, in their submissions: a) An acknowledgement of the pre-accept/pre-publication versions of their manuscripts on non-commercial and academic sites. b) Images: obtain permissions from the copyright holder/original sources. c) Formal permission from their ethics committees when conducting studies with people.
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