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Innovation Initiative
The I³ (Innovation Information Initiative) is a data collaborative including complete standard global datasets about patents and scholarship, open to the public and focused on open-access and freely-licensed data, supporting contributions of new data facets and derivative or synthetic data linked to those standard datasets.
The Lens Lab -- a portal to Lens.org, hosted at MIT and providing bulk access to data and metadata about publications by MIT faculty and students, allowing browsing that data, training models on it, and updating + cleaning it.
Target: a public-facing portal by December 2019
A metrics catalog of bibliographic metrics, for papers, authors, journals, funders. Drawing on altmetric and scaling science work.
Target: a public interface for choosing and evaluating metrics on a selected citation graph, by spring 2020
Characterizing a collaboration graph: designing functions that compute the structure of a collaboration graph, providing a structure as descriptive as the current set of ~40 hand-constructed metrics.
Target: ?
Metrics currently implemented on author -> year relationship in scaling science:
| property | type | description |
|---|---|---|
| authorAge | INTEGER | Years since first paper published |
| citations | INTEGER | |
| citationsPerPaper | FLOAT | |
| citationsPerPaperDelta | FLOAT | Change in mean cites per paper over last two years |
| hIndex | INTEGER | |
| hIndexDelta | INTEGER | Change in h-index over the last two years |
| maxCitations | INTEGER | Max citations on a single paper author has received |
| pageRank | FLOAT | PageRank in coauthor graph |
| rankCitationsPerPaper | FLOAT | Rank of author (between 0 and 1) among all other authors in terms of mean citations per year |
| recentCoauthors | INTEGER | Total number of coauthors in last two years |
| totalCitations | INTEGER | |
| totalCitationsDelta | INTEGER | Two year change in total citations |
| totalPapers | INTEGER | |
| totalPapersDelta | INTEGER | |
| totalVenues | INTEGER | Total number of venues author published in |
| venueCitationsPerPaperDeltaMax | FLOAT | |
| venueCitationsPerPaperDeltaMean | FLOAT | Two year change in mean citations per paper of venues author has published in |
| venueCitationsPerPaperDeltaMin | FLOAT | |
| venueCitationsPerPaperMax | FLOAT | |
| venueCitationsPerPaperMean | FLOAT | Mean citations per paper of venues author has published in |
| venueCitationsPerPaperMin | FLOAT | |
| venueHIndexDeltaMax | INTEGER | |
| venueHIndexDeltaMean | FLOAT | Mean of 2-year h-index change for venues author has published in |
| venueHIndexDeltaMin | INTEGER | |
| venueHIndexMax | INTEGER | |
| venueHIndexMean | FLOAT | Mean of H-indices of venues author has published in |
| venueHIndexMin | INTEGER | |
| venueMaxCitationsMax | INTEGER | |
| venueMaxCitationsMean | FLOAT | Mean of maximum number of citations any paper published in a venue has received for each venue the author has published in |
| venueMaxCitationsMin | INTEGER | |
| venueRankCitationsPerPaperMin | FLOAT | |
| venueRankCitationsPerPaperMean | FLOAT | Ranks of venues (between 0-1) in which the author has published determined by mean number of citations per paper |
| venueRankCitationsPerPaperMax | FLOAT | |
| venueTotalPapersDeltaMax | INTEGER | |
| venueTotalPapersDeltaMean | FLOAT | Two year change in mean of the total number of papers published in venues author has published in |
| venueTotalPapersDeltaMin | INTEGER | |
| venueTotalPapersMax | INTEGER | |
| venueTotalPapersMean | FLOAT | Mean of the total number of papers published in venues author has published in |
| venueTotalPapersMin | INTEGER | |
| weightedPageRank | FLOAT | In coauthor network |