Social Media Algorithms Are Shrouded In Secrecy We Re Trying To Change
Professor of Digital Communication, Queensland University of Technology Daniel Angus receives funding from Australian Research Council through Discovery Projects DP200100519 ‘Using machine vision to explore Instagram’s everyday promotional cultures’, DP200101317 ‘Evaluating the Challenge of ‘Fake News’ and Other Malinformation’, and Linkage Project... He is an Associate Investigator with the ARC Centre of Excellence for Automated Decision Making & Society, CE200100005. Queensland University of Technology provides funding as a member of The Conversation AU. Over the past 20 years, social media has transformed how we communicate, share information and form social connections. A federal parliamentary committee is currently trying to come to grips with these changes, and work out what to do about them.
The social media platforms where we spend so much time are powered by algorithms that exercise significant control over what content each user sees. But researchers know little specific detail about how they work, and how users experience them. Flying through futuristic digital geology terrain, digital data telemetry and engineer topography with contour lines. 3D wireframe cartography concept. Social media platforms have become an integral part of our daily lives. Whether it’s scrolling through Instagram, watching TikTok videos, or catching up with friends on Facebook, the digital landscape has dramatically shifted our interactions, entertainment, and even how we consume news and information.
At the heart of this digital revolution is one invisible force that drives almost everything we see online: social media algorithms. Algorithms dictate much of what appears in our feeds, shaping our online experiences in ways we don’t always realize. They decide which posts are worth showing to us, what content we find engaging, and even how long we stay on a platform. But how exactly do social media algorithms work? How do they determine what we see and why? And, perhaps most importantly, how do these algorithms impact our lives, behaviors, and beliefs?
To understand social media algorithms, we must first break down what an algorithm is. Simply put, an algorithm is a set of instructions or rules designed to solve a problem or perform a task. In the case of social media, algorithms are used to organize and prioritize the vast amount of content generated by millions (sometimes billions) of users every day. Imagine opening Instagram or Facebook. Within seconds, you’re presented with a customized feed of photos, videos, and stories from people you follow, along with sponsored content. The algorithm curates this experience based on various factors, such as your past interactions, your interests, your location, and the behavior of others who interact with similar content.
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The social media platforms where we spend so much time are powered by algorithms that exercise significant control over what content each user sees. But researchers know little specific detail about how they work, and how users experience them. This is because social media companies closely guard information about their algorithms and operations. However, in recent weeks my colleagues and I announced a new national infrastructure project to help us find out what they are up to. Our project, the Australian Internet Observatory, will investigate how social media users interact and the content on their feeds. But the federal government can also help by forcing tech companies to let some light in to the closed black boxes that power their business.
To understand the impact of social media, we need to first understand its inner workings. This requires observing the content shared by users and the algorithms that control what content is visible and recommended. Over the past 20 years, social media has transformed how we communicate, share information and form social connections. A federal parliamentary committee is currently trying to come to grips with these changes, and work out what to do about them. The social media platforms where we spend so much time are powered by algorithms that exercise significant control over what content each user sees. But researchers know little specific detail about how they work, and how users experience them.
This is because social media companies closely guard information about their algorithms and operations. However, in recent weeks my colleagues and I announced a new national infrastructure project to help us find out what they are up to. Our project, the Australian Internet Observatory, will investigate how social media users interact and the content on their feeds. But the federal government can also help by forcing tech companies to let some light in to the closed black boxes that power their business. To understand the impact of social media, we need to first understand its inner workings. This requires observing the content shared by users and the algorithms that control what content is visible and recommended.
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Professor Of Digital Communication, Queensland University Of Technology Daniel Angus
Professor of Digital Communication, Queensland University of Technology Daniel Angus receives funding from Australian Research Council through Discovery Projects DP200100519 ‘Using machine vision to explore Instagram’s everyday promotional cultures’, DP200101317 ‘Evaluating the Challenge of ‘Fake News’ and Other Malinformation’, and Linkage Project... He is an Associate Investigator with the ARC C...
The Social Media Platforms Where We Spend So Much Time
The social media platforms where we spend so much time are powered by algorithms that exercise significant control over what content each user sees. But researchers know little specific detail about how they work, and how users experience them. Flying through futuristic digital geology terrain, digital data telemetry and engineer topography with contour lines. 3D wireframe cartography concept. Soc...
At The Heart Of This Digital Revolution Is One Invisible
At the heart of this digital revolution is one invisible force that drives almost everything we see online: social media algorithms. Algorithms dictate much of what appears in our feeds, shaping our online experiences in ways we don’t always realize. They decide which posts are worth showing to us, what content we find engaging, and even how long we stay on a platform. But how exactly do social me...
To Understand Social Media Algorithms, We Must First Break Down
To understand social media algorithms, we must first break down what an algorithm is. Simply put, an algorithm is a set of instructions or rules designed to solve a problem or perform a task. In the case of social media, algorithms are used to organize and prioritize the vast amount of content generated by millions (sometimes billions) of users every day. Imagine opening Instagram or Facebook. Wit...
It’s A Highly Complex, Data-driven Process Aimed At Keeping You
It’s a highly complex, data-driven process aimed at keeping you engaged for as long as possible, but it’s not always transparent or easy to understand. �8q���q>�oO�� 3�����"��<��!�Y�w y��kZz�$@;ly�o~�W�o�u4���@�6���vC{QXÂ�&���r�S5R ��FCf&ȍ��|��Q���������� _&4���F��#��u�R�F,��"�^sb�־'GAzϺ�w���ɷ<�6~��� }Z�"����)�e�� "���C�0�q /�4o5�����,��R���-�5r.���1F U�� � ���,���7�Ńq...