Innovation Information Initiative Technical Working Group Meeting

Matt Marx, Organizer

December 6-7, 2024

Royal Sonesta Hotel
Longfellow Room, 40 Edwin H. Land Blvd.
Cambridge, MA, Zoom

Conference Code of Conduct

Friday, December 6
4:00 pm
Welcome and introductions, Matt Marx
4:15 pm
New Ventures, Products, and Tools

Database, Methodological Tools, and Research Opportunities: Creative Destruction Lab and Early-Stage Technology Ventures

New Products

Novelpy: A Python Package to Measure Novelty and Disruptiveness of Bibliometric and Patent Data
5:45 pm
Introducing the I3 BigQuery Data Repository
Dror Shvadron, University of Toronto
6:00 pm
Adjourn
6:15 pm
Reception and Group Dinner - Somerset Room
Saturday, December 7
8:30 am
Continental Breakfast
9:00 am
Building Datasets with LLMs

LLM-based Topic Modeling

A Robust Green Patent Database: A New Dataset of Green Patents Through Large Language Models

Distilling Data from Large Language Models: An Application to Research Productivity Measurement (slides)
10:30 am
Break
10:45 am
Comparative NLP Methods

Tracing the Flow of Knowledge From Science to Technology Using Deep Learning (slides)

Patent Text and Long-Run Innovation Dynamics: The Critical Role of Model Selection
11:45 am
Global Patent Data

A New Database of Indian Patents (slides)

Creating the China Patent Dataset

A Novel Dataset for Historical Innovation Studies: Linking USPTO Patents and US Census Data from 1850 to 1940
1:15 pm
Lunch - Room Skyline ABC
2:00 pm
Adjourn