Memory Algorithms: Quantitative and Qualitative Methods to Research Collective Memory on YouTube

Makhortykh, Mykola (13 November 2019). Memory Algorithms: Quantitative and Qualitative Methods to Research Collective Memory on YouTube (Unpublished). In: Historicity of the Visuality and Image History: New Forms of Digital and Visual History/Humanities. Center for Urban History. 13-14 November 2019.

Spread of digital technology leads to establishment of new environments of collective memory. Digital platforms, such as YouTube, not only offer additional opportunities to spread the available stories about the past, but also incentivize the emergence of new memory narratives. The amateur narratives would often suggest a simplified or biased interpretation of the past. However, the instrumental use of digital infrastructure of the platforms, such as search algorithms, allows them to be broadly disseminated and to impact the collective memory of society. Digital turnaround and the related algorithmic turn require the rethinking of old and emergence of new methods to research collective memory. Many conventional quality methods, such as close reading or the analysis of speech acts, shall take into account the multimedia nature of digital narratives about the past. As a result, it generates a number of conceptual and methodological challenges. At the same time, the growth of memory content actualizes the use of quantitative methods of memory research, such as automatic recognition of historical images, and text classifications, as well as the algorithmic audit to identify an impact of algorithms on representation of the past. The lecture will use the case of YouTube to illustrate new opportunities to research memory. Coming from quantitative methods, and challenges in using them. The lecture includes several thematic blocks: 1) digital and algorithmic turn in collective memory; 2) qualitative methods of memory research; 3) quantitative methods of memory research.

Item Type:

Conference or Workshop Item (Speech)


03 Faculty of Business, Economics and Social Sciences > Social Sciences > Institute of Mass Communication Studies

UniBE Contributor:

Makhortykh, Mykola


000 Computer science, knowledge & systems
300 Social sciences, sociology & anthropology
900 History




Mykola Makhortykh

Date Deposited:

27 Nov 2019 10:28

Last Modified:

27 Nov 2019 10:28

Uncontrolled Keywords:

digital media, algorithms, collective memory, digital memory, history


Actions (login required)

Edit item Edit item
Provide Feedback