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From Surveys to LLMs: The New Era of Social Data – with Professor Frauke Kreuter

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Manage episode 523630677 series 2601033
Content provided by ACEMS. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by ACEMS or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Technology is transforming how we understand society. For decades, researchers relied on surveys to learn about populations. But today, data comes from everywhere - administrative records, social media, and even fitness trackers.

In this episode, we explore this shift with Professor Frauke Kreuter - a global leader in social data science. She explains how combining traditional survey methods with diverse data sources can help answer critical questions about health, education, and public policy, while also revealing the challenges of bias in digital data.

Recently, Frauke has made a bold move into artificial intelligence and large language models (LLMs). She shares why this transition matters, how AI is reshaping social research, and what the future holds for data-driven insights.

Our host is Cynthia Huang.

Episode page: https://www.therandomsample.com.au/podcast/social-data-science/

See omnystudio.com/listener for privacy information.

  continue reading

100 episodes

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iconShare
 
Manage episode 523630677 series 2601033
Content provided by ACEMS. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by ACEMS or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Technology is transforming how we understand society. For decades, researchers relied on surveys to learn about populations. But today, data comes from everywhere - administrative records, social media, and even fitness trackers.

In this episode, we explore this shift with Professor Frauke Kreuter - a global leader in social data science. She explains how combining traditional survey methods with diverse data sources can help answer critical questions about health, education, and public policy, while also revealing the challenges of bias in digital data.

Recently, Frauke has made a bold move into artificial intelligence and large language models (LLMs). She shares why this transition matters, how AI is reshaping social research, and what the future holds for data-driven insights.

Our host is Cynthia Huang.

Episode page: https://www.therandomsample.com.au/podcast/social-data-science/

See omnystudio.com/listener for privacy information.

  continue reading

100 episodes

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