Lasso: Connecting Interdisciplinary Researchers

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Presentation transcript:

Lasso: Connecting Interdisciplinary Researchers Ryan Mork Genevieve Shattow PIRE Hackathon 2015

Finding an interdisciplinary researcher should be as easy as a Google search Connect young faculty needing to take risks Connect data scientists to long-tail researchers Provide an objective collaborator metadata service

The Renaissance Scientist is dead One person, one lab, can no longer do everything Tough Questions, Tougher Methods Modern methods require modern statistical analysis for quality results Connect Data to Data Scientists Through Data Commons Relevance Tony and Malcom: The renaissance scientist is dead. One person, one lab, can no longer do everything. We need to collaborate to survive, although our methods for forming collaborations are still limited by our incestuous social and academic circles Why? Because: -Getting at the ‘tough questions’ and high impact questions, requires increasingly complex methodologies -Interdisciplinary research is increasingly being considered necessary to produce high impact research -Data is becoming increasingly complex because of increasing ease of multiplexing and generating high dimensionality data sets, although researchers may no know how to analyze these effectively -track searches and see when people find collaborations and see whether they are useful. -sustainability? Link to data!!!! Metadata data commons, not only people want to work with, but also data you want through people that have same interests Built on top of a data commons

Bringing A ‘Data Perspective’ to Scientists Focus on ‘Hooking’ scientists to new ideas requiring minimal user input Low Energy, Simple Search Comprehensive, Organized Result NOVELTY -While more and more collaborators, we still rely upon archaic methods that tend to be highly homogenous. Such as conferences within field, faculty and department meetings within fields. Discover similarities with others in different fields -Going from low-energy, simple searches to comprehensive, organized results -Focus on ‘Hooking’ Scientists with Ideas—the rest will follow -Provide LOW ENERGY means of quickly assessing and comparing the capabilities of research scientists -We’re moving away from simple keyword searches to combining multiple searches, aggregating them, and packaging them for users -Providing means to stimulate cross-field research -Bring data intensive questions and methods to long tail scientists (uniting data analysts with traditional scientists) –removing the ‘fear’ of computation from basic scientists Data Intensive Methodology Long-Tail Scientists

Beyond a keyword search: Aggregation and metadata Scientific Background and Interests User Name, Institution User Inputs Expanded Keyword searches Process We’re moving away from simple keyword searches to combining multiple searches, aggregating them, and packaging them for users RECOMMENDATION SYSTEM BASED UPON OPEN DATA: -Google scholar, -NSF< NIAID, NIH, etc Aggregate Results Generate Metadata Comprehensive, Customizable Suggestions Outputs