📅 2025-11-03 — Session: Developed Framework for Research Mapping System
🕒 00:10–01:40
🏷️ Labels: Research Mapping, Citation Analysis, Openalex, Data Pipeline, Bibliometrics
📂 Project: Dev
Session Goal: The session aimed to develop a comprehensive framework for mapping research fields using citation networks and automated data pipelines.
Key Activities:
- Outlined an operational framework for managing professional networks, focusing on vision, operations, and KPIs.
- Explored the use of the OpenAlex API for finding citing works and automating outreach to authors.
- Conducted search query analyses related to location quotients and economic growth.
- Analyzed citation impacts and developed strategies for increasing paper citations.
- Designed a triage system for managing research inflow and outlined a playbook for mapping research fields using bibliometric data.
- Developed an operational guide for selecting research seeds in economics and discussed random sampling strategies for literature reviews.
- Proposed a blueprint for building a research-mapping system using small, reusable components.
Achievements:
- Established a detailed framework for mapping research fields, integrating citation analysis and [[data visualization]].
- Developed actionable strategies for ethical outreach and citation management.
- Created a structured approach for selecting and using research seeds in economics.
Pending Tasks:
- Implement the proposed research-mapping system and evaluate its effectiveness in real-world scenarios.
- Further refine the outreach strategies and citation management techniques based on initial feedback and results.