How Do Social Media Algorithms Appear? A Phenomenological Response to the Black Box Metaphor

被引:0
作者
Longo, Anthony [1 ]
机构
[1] Univ Antwerp, Dept Philosophy, Rodestr 14, B-2000 Antwerp, Belgium
基金
比利时弗兰德研究基金会;
关键词
Algorithms; Black box; Social media; Phenomenology; Genetic phenomena;
D O I
10.1007/s11023-025-09716-1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article challenges the dominant 'black box' metaphor in critical algorithm studies by proposing a phenomenological framework for understanding how social media algorithms manifest themselves in user experience. While the black box paradigm treats algorithms as opaque, self-contained entities that exist only 'behind the scenes', this article argues that algorithms are better understood as genetic phenomena that unfold temporally through user-platform interactions. Recent scholarship in critical algorithm studies has already identified various ways in which algorithms manifest in user experience: through affective responses, algorithmic self-reflexivity, disruptions of normal experience, points of contention, and folk theories. Yet, while these studies gesture toward a phenomenological understanding of algorithms, they do so without explicitly drawing on phenomenological theory. This article demonstrates how phenomenology, particularly a Husserlian genetic approach, can further conceptualize these already-documented algorithmic encounters. Moving beyond both the paradigm of artifacts and static phenomenological approaches, the analysis shows how algorithms emerge as inherently relational processes that co-constitute user experience over time. By reconceptualizing algorithms as genetic phenomena rather than black boxes, this paper provides a theoretical framework for understanding how algorithmic awareness develops from pre-reflective affective encounters to explicit folk theories, while remaining inextricably linked to users' self-understanding. This phenomenological framework contributes to a more nuanced understanding of algorithmic mediation in contemporary social media environments and opens new pathways for investigating digital technologies.
引用
收藏
页数:21
相关论文
共 50 条
  • [1] Thinking out of the box Production of direct metaphor in a social media context
    van den Heerik, Romy A. M.
    Droog, Ellen
    Fa, Melanie Jong Tjien
    Burgers, Christian
    INTERNET PRAGMATICS, 2020, 3 (01): : 64 - 94
  • [2] Opening the black box: Developing strategies to use social media in government
    Picazo-Vela, Sergio
    Fernandez-Haddad, Marilu
    Luna-Reyes, Luis F.
    GOVERNMENT INFORMATION QUARTERLY, 2016, 33 (04) : 693 - 704
  • [3] Learning with Social Media: How do Preservice Teachers Integrate YouTube and Social Media in Teaching?
    Szeto, Elson
    Cheng, Annie Yan-Ni
    Hong, Jon-Chao
    ASIA-PACIFIC EDUCATION RESEARCHER, 2016, 25 (01) : 35 - 44
  • [4] Thinking Outside the Black-Box: The Case for "Algorithmic Sovereignty" in Social Media
    Reviglio, Urbano
    Agosti, Claudio
    SOCIAL MEDIA + SOCIETY, 2020, 6 (02):
  • [5] Do They Stop? How Do They Stop? Why Do They Stop? Whether, How, and Why Teens Insert "Frictions" into Social Media's Infinite Scroll
    Natarajan, Nikhila
    INTERNATIONAL JOURNAL OF COMMUNICATION, 2024, 18 : 1956 - 1975
  • [6] Learning with Social Media: How do Preservice Teachers Integrate YouTube and Social Media in Teaching?
    Elson Szeto
    Annie Yan-Ni Cheng
    Jon-Chao Hong
    The Asia-Pacific Education Researcher, 2016, 25 : 35 - 44
  • [7] The social media response to Black Lives Matter: how Twitter users interact with Black Lives Matter through hashtag use
    Ince, Jelani
    Rojas, Fabio
    Davis, Clayton A.
    ETHNIC AND RACIAL STUDIES, 2017, 40 (11) : 1814 - 1830
  • [8] HOW DO THE NATIONAL TOURISM ORGANIZATIONS USE THE SOCIAL MEDIA?
    Hruska, Jan
    Paskova, Martina
    E & M EKONOMIE A MANAGEMENT, 2018, 21 (04): : 226 - 240
  • [9] “I'm Constantly in This Dilemma”: How Migrant Technology Professionals Perceive Social Media Recommendation Algorithms
    Pyle C.
    Zhang B.Z.
    Haimson O.L.
    Andalibi N.
    Proceedings of the ACM on Human-Computer Interaction, 2024, 8 (01)
  • [10] How do alternative strategic orientations influence social media performance?
    Valos, Michael J.
    Mavondo, Felix T.
    Nyadzayo, Munyaradzi W.
    JOURNAL OF STRATEGIC MARKETING, 2019, 27 (01) : 1 - 20