E.A.T. + LOD - E.A.T. + LOD Bibliography - Linked Jazz - Women of Jazz - International Sweethearts of Rhythm Project - Zena Latto Project - Local 496 Project - Linking Lost Jazz Shrines - DADAlytics - The Mary Berenson Project - Drawings of the Florentine Painters
Over the course of his six decades-long career Robert Rauschenberg (1925-2008) challenged artistic conventions, defied genres and media boundaries, and fostered unconventional collaborations between disparate communities—from dancers and musicians to scientists and engineers. In 1966, with Bell Laboratories engineer Billy Klüver, Rauschenberg founded Experiments in Art and Technology (E.A.T.), a seminal initiative to connect art and technology in an impactful way.
This project aims to expose the rich web of relationships surrounding Rauschenberg’s life and work by leveraging linked data technologies and a dedicated suite of digital tools and applications. Thanks to an ongoing collaboration with the Robert Rauschenberg Foundation Archives, we are currently focusing on a collection of 141 documents from the Rauschenberg Archives that document the activity of E.A.T. The collection includes photos, notebooks, videos, posters, and newspaper clippings.
The E.A.T. + LOD project documentation can be found here.
Our work has also generated the following subproject:
- E.A.T. + LOD Bibliography
This project aims to transform the E.A.T. Bibliography into linked data to become part of the broader E.A.T. + LOD dataset. The E.A.T. Bibliography, created by Billy Klüver, consists of a list of over 600 references centered on the E.A.T. initiative. This document was shared by Julie Martin, the current director of E.A.T. The goal of the project is to enhance the E.A.T + LOD project with bibliographic data to provide unified access and discovery to E.A.T. research, collection, and related reference data. Documentation for the project is available here.
Carlson, J. (April 15, 2022). Semantic Lab at Pratt Institute: Enabling Research through Linked Data. Pratt Institute Research Open House.
Carlson, J. (December 30, 2021). Discussion of Semantic Lab’s Wikibase usage at the monthly Wikibase Community User Group live session.
Davis, J. (October 31, 2021). Wikibase: Basecamp for the Semantic Lab’s Wiki Journey. WikidataCon 2021.
Siler, M. (September 20, 2021). E.A.T. + LOD: A project by the Semantic Lab in partnership with the Robert Rauschenberg Foundation. Hack4OpenGLAM’s Creative Commons Global Summit.
Siler, M. (July 20, 2021). Wikibase and Artists Archives: Connecting “Experiments in Art and Technology” Data from the Rauschenberg Archives. 2021 LD4 Conference on Linked Data.
Ferguson, T. & Rothrock, M. (May 13, 2021). E.A.T. & LOD: Turning the E.A.T. Bibliography into Linked Data. Pratt School of Information #InfoShow21.
Siler, M. (April 12, 2021). E.A.T. Linked Data Modeling. Pratt Institute Research Open House.
The jazz community is defined by the relationships that exist between musicians, mentors, rivals, lovers and friends. Exposing these connections and identifying the rich networks they produce is the aim of Linked Jazz. The Linked Jazz project investigates the application of Linked Open Data technologies to digitized jazz history materials to uncover meaningful connections between documents and data related to the personal and professional lives of jazz artists.
The Linked Open Data tools and methods developed for the Linked Jazz project have opened new and unprecedented avenues of research and community engagement. Our work has generated the subprojects listed below.
Women of Jazz
The goal of the Linked Jazz knowledge graph is to tell meaningful stories through data. One of the most powerful stories to come out of Linked Jazz was about women in jazz. By viewing connections by gender, it became evident (although not surprising) that a sizable population of outstanding female musicians were not widely known, let alone recognized for their important contributions. Our findings led to a series of Women of Jazz Wikipedia Edit-a-thons (2015 and 2017) and projects like the creation of a gender view of the Linked Jazz graph.
Our current work to promote the recognition of women in jazz focuses on increasing the representation of these women in knowledge bases used to link information around the web. Starting with specific stories of women jazz musicians as a test case, we are also developing methods to graph out and give visibility to underrepresented communities, weaving their stories into the information landscape. Project documentation can be found on our Wikibase.
Supported by the Ella Fitzgerald-JEN Research Fellowship at the Smithsonian (June 2016-June 2018); the New Orleans Jazz & Heritage Foundation, Community Partnership Grant, Jazz & Heritage Archive: Documentation and Preservation (September 2016-August 2017); Pratt School of Information Faculty Innovation Fund (2021).
International Sweethearts of Rhythm Project
Formed in the late 1930s, the International Sweethearts of Rhythm was an all-women big band that performed around the country and enjoyed a high level of success. The Semantic Lab has been working to help promote the band’s history by expanding and enhancing its information about its members on the web as part of the Women of Jazz project. Our work includes creating and adding data to records in both Wikidata and on our local Wikibase, with the goal of increasing bandmembers’ visibility and improving discoverability of their contributions to jazz. Project documentation can be found on our Wikibase.
Zena Latto Project
How do you tell the story of someone whose work has left few or no traces? Like so many of the women in jazz, Zena Latto’s story is representative of musicians whose presence and influence were all but lost to history. Our involvement began when archivists at Carnegie Hall came across a flyer for a 1957 all-female jazz show they’d hosted but had no institutional record of. The Semantic Lab at Pratt began to gather the materials needed to give Zena an online identity. Prior to her death in 2016, Zena Latto herself consented to an interview and passed her jazz archives on to the Semantic Lab at Pratt. These materials were digitized and made publicly available via the Internet Archive. A Wikipedia page was created by members of the Semantic Lab, who have continued to work on the Zena Latto Project. Her record serves as an illustration of the possibilities in historical recovery and a hub for other marginalized women in jazz.
Local 496 Project
The Local 496 Membership Directory is the official roster of the Local 496 labor union. Created in the 1940s, it includes the names, addresses and instruments of the union members from the one-time segregated African-American chapter of the New Orleans jazz musicians’ union. While the chapter merged with the white musicians’ chapter in 1969, the Directory is a unique document that helps identify a cohesive and interrelated community of musicians. In collaboration with Tulane University’s Hogan Jazz Archive, the Semantic Lab transformed this static list into an expanded knowledge graph that will support and further jazz and other historical research in significant ways. Supported by New Orleans Jazz & Heritage Foundation, Community Partnership Grant, Jazz & Heritage Archive: Documentation and Preservation grant program (2019-2020).
Linking Lost Jazz Shrines
Linking Lost Jazz Shrines is a Weeksville Heritage Center and Semantic Lab at Pratt collaboration, which seeks to apply linked open data technologies to The Weeksville Lost Jazz Shrines of Brooklyn (WLJSB) collection of oral histories. This collection was created as part of a 2008 research project documenting Central Brooklyn’s cultural legacy of jazz history between the 1930s and 1960s. Linking Lost Jazz Shrines will link to the Linked Jazz dataset, as well as contribute new musicians, music groups, and jazz venues, enriching and expanding the Linked Jazz network. In 2020, the LLJS project received the A.R.T.’s New York Archives Archival Achievement award. Supported by the Andrew W. Mellon Foundation’s “Collections as Data: Part to Whole” grant program (January 2019-August 2020); “Equity in Action” grant from the Metropolitan New York Library Council (METRO) (February-October 2021).
Adams, S. & Collier, Z. (October 5, 2021). Linking Lost Jazz Shrines. METRO Equity in Action Recipient Presentation.
Adams, S. & Collier, Z. (June 30, 2021). Jazz History as Linked Data: The Linking Lost Jazz Shrines Project. Data for History 2021: Modelling Time, Places, Agents.
Hwang, K.L. (December 11, 2020). Wikibase and Semantic Lab: Collaborative Project Data Modeling and Graphing a History of Women in Jazz. WikiCon North America 2020.
Pattuelli, M.C. & Adams, S. (June 10, 2020). Linking Lost Jazz Shrines: The Preservation of Brooklyn Jazz Scene through Linked Open Data. Weeksville Heritage Center, Brooklyn, NY.
Adams, S. (2020). Linking Lost Jazz Shrines. Collections as Data, Cohort 1, Summative Forum, 17 Jan 2020, The University of Nevada, Las Vegas.
The Linked Jazz tools are available here.
With the support of
With the generous support from IMLS, the Semantic Lab Team has developed a prototype of DADAlytics, a modular tool that performs supervised entity extraction from archival documents for generating linked open datasets, lowering barriers to entry for institutions seeking to create linked open data from archival materials. This project builds on previous work to develop the Linked Jazz Transcript Analyzer, extending that tool’s functionality and making it more widely available for use by other institutions. Grant funds supported the research and data gathering needed to inform the redesign and reengineering of the tool, including an environmental scan, a series of meetings with key stakeholders, and the development of a prototype.
Preliminary Project Proposal
Final Project Proposal
6 November 2017 - Agenda
6 November 2017 - Meeting Notes
Named Entity Recognition Service
About the Service
To try the service visit our Semantic Lab Tools page
Overview of Documents Used for Tool Testing
Manual Markup vs. DADAlytics Automatic Extraction
Tulane University - Jeff Rubin
Digital Initiatives & Publishing, Howard-Tilton Memorial Library
Harvard University - Ilaria della Monica
Villa I Tatti Center for Italian Renaissance Studies
University of Minnesota - Cecily Marcus
Umbra Search, Givens Collection of African-American Literature
Carnegie Hall - Robert Hudson
Whitney Museum of American Art - Farris Wahbeh
An Exploratory Study into the Mining and Linking of the Mary Berenson Archive at Villa I Tatti, Harvard University Center for Italian Renaissance Studies
The Mary Berenson Project investigates the application of computational analysis techniques to archival documents to automate the generation of linked open data with the goal of creating networked narratives. Supported by the Pratt School of Information Faculty Innovation Fund and in collaboration with The Harvard University Center for Italian Renaissance Studies, Villa I Tatti, the project focuses on the collections of diaries and letters from the Berenson Archives held at the Villa I Tatti.
Mary Berenson (Philadelphia, PA 1864-1944 Florence, Italy) was an art historian, critic and wife of Italian Renaissance art historian Bernard Berenson. While she worked in the shadow of her more renowned husband, Mary is now credited with having had significant influence over his scholarly work and having been instrumental in developing the rich social circle of intellectuals, artists and art collectors that surrounded the couple during the years spent at their residence Villa I Tatti in Florence—now The Harvard University Center for Italian Renaissance Studies.
Mary Berenson’s archive, a rich collection of letters, personal diaries, literary journals and notes, both published and unpublished, is part of the Bernard and Mary Berenson Papers (1880-2002) held at the Biblioteca Berenson at the Villa I Tatti. This trove of primary source material has enormous historical value, but has yet to be fully explored.
Adams, S. A., Mann, M., Gold, R., Della Monica, I., and Pattuelli, M. C. (2019). Documents as data: Harvesting Knowledge from textual resources with DADAlytics. 11th International Conference on Qualitative and Quantitative Methods in Libraries (QQML 2019), May 28-31, Florence, Italy. Abstract.
Photograph of Mary Berenson in the Public Domain
With the support of:
Florentine Renaissance Drawings: A Linked Catalogue for the Semantic Web
The Drawings of the Florentine Painters is an online resource that allows users to simultaneously search through all three editions of art historian Bernard Berenson’s seminal work “The Drawings of the Florentine Painters”. This project is supported by a 2015 Digital Resources Grant awarded by the Samuel H. Kress Foundation to Villa I Tatti, The Harvard University Center for Italian Renaissance Studies.
Principle investigators are Lukas Klic and Jonathan Nelson of Villa I Tatti. Design, methodology, technical advising, and project management by Matt Miller, Cristina Pattuelli, and Alexandra Provo. For further information, please see the Background of The Project, Full List of Contributors, or the 2017 ARLIS/NA Review of “The Drawings of the Florentine Painters”. The entire dataset is openly available in RDF for reuse under a Creative Commons Attribution-ShareAlike license.
Klic, L., Nelson, J.K., Pattuelli, M. C., and Provo, A. (2018). Florentine Renaissance Drawings: A linked catalog for the Semantic Web. Art Documentation. (37)1, 33-43. DOI: https://doi.org/10.1086/697276.
Klic, L., Miller, M., Nelson, J., Pattuelli, M. C. and Provo, A. (2017). The drawings of the Florentine painters:
From print catalog to Linked Open Data. The Code4Lib Journal, 38(October 2017).