Convention record: SPSP2025-day-2
Conference Records 2025-02-22:
Conference Information
Conference Name: SPSP 2025 day 2
Location: Denver
Interesting sessions
Session name: Mapping Psychological Variation via Genes, LLMs, and Social Media
Info
Topic: Structure of social status
Time:
Speaker: Sudeep Bhatia
Details and Comments
- large scale text data form human
- using LLM to extract structure to create a new index to classify
Comments:
- dataset is open access, I could play with it
- It is difficult to use ChatGPT to code while keeping accuracy
Info
Topic: The Genetic Architecture of Personality: Insights from a GWAS of the Big Five
Time:
Speaker: Ted Schwaba
Details and Comments
- Genome-Wide Association Studies
- Correlation between genome information and personality
Comments:
- It might be a good idea to use OT to find optimal function which refer the pathway from personality and genome structure
- CNN based model might also work, or use some plot-based mathematical tool to analysis
Info
Topic: Demystifying Measurement Invariance in Social-Psychological Research: History, Recommendations, Practices, and Challenges
Time:
Speaker: Kodai Kusano
Details and Comments
- non-invariance
- min(individual difference), max(group difference)
- system justification across cultures: sds are smaller between same culture
Comments:
- I need fine mathematical definition of the index
- This work is somehow as same as Mapping ideology
- The compares between lineal structures are boring
Info
Topic: Measuring the Well-Being of Populations in the US and UK through Social Media Language
Time:
Speaker: Jonas Schöne
Details and Comments
- Scrap data from social media and collected ground truth
- use topics to narrow the vectorized space
- use self-report data as teacher model