February 13CIRSS Researchers at iConference 2012
CIRSS faculty, students and staff attended the 2012 iConference (http://www.ischools.org/iConference12/2012index/), an annual gathering information scholars, researchers and practitioners led by the iSchools consortium of information schools (http://www.ischools.org/site/about/). The 2012 iConference took place in Toronto, Ontario, February 6-10 2012.
Workshops, presentations and posters by CIRSS researchers include:
- Blake, C. & Palmer, C. "Data Science and Analytics: What Is in It for iSchools?" [workshop]. Toronto, Canada. 7 Feb. 2012.
- Chao, T. C. (2012). Exploring the Rhythms of Scientific Data Use. Proceedings of the 2012 iConference (pp. 129-135). ACM. doi:10.1145/2132176.2132193
- Sacchi, S., & McDonough, J. P. (2012). Significant Properties of Complex Digital Artifacts: Open Issues from a Video Game Case Study [poster]. Proceedings of the 2012 iConference (pp. 572-573). ACM. doi:10.1145/2132176.2132293
- Stanton, J., Palmer, C., Blake, C., Farmer, L., & Allard, S. "Brainstorming Data Science at iSchools" [workshop]. 2012 iConference. Toronto, Canada. 8 Feb. 2012.
- Varvel, V. E., Bammerlin, E. J., & Palmer, C. L. (2012). Education for Data Professionals : A Study of Current Courses and Programs [poster]. Proceedings of the 2012 iConference (pp. 10-12). doi:10.1145/2132176.2132275
- Wickett, K. M., Urban, R. J., & Renear, A. H. (2012). Towards a Logical Form for Descriptive Metadata [poster]. Proceedings of the 2012 iConference (pp. 574-575). ACM. doi:10.1145/2132176.2132294
- Weber, N. M. (2012). Rainmakers , Space Mirrors and Atmospheric Vacuums : A Bibliometric Mapping of Geoengineering Research [poster]. Proceedings of the 2012 iConference (pp. 639-640). ACM. doi:10.1145/2132176.2132320
Read more April 10CIRSS Researchers at 2012 Research Data Access and Preservation (RDAP) Summit
CIRSS researchers presented two posters at the third annual annual ASIS&T Research Data Access and Preservation (RDAP) Summit (http://rdap12.posterous.com
), held 22-23 March 2012 in New Orleans, LA. Topics explored at this year's summit included data management plans and policies; training of data management practitioners; discovery of research data; data curation service models; sustainability of data management; and data curation.
The two posters report on CIRSS activities on the Data Conservancy project (http://dataconservancy.org
), funded by NSF and led by partners at Johns Hopkins University.What Dataset Descriptions Actually Describe: Using the Systematic Assertion Model to Connect Theory and PracticeKaren Wickett, Andrea Thomer, Simone Sacchi, Karen S. Baker, David Dubin
Available at: http://hdl.handle.net/2142/30470
Scientific data is encoded and described with the aim of supporting retrieval, meaningful interpretation and reuse. Encoding standards for datasets like FGDC, DwC, EML typically include tagged metadata elements along with the encoded data, suggesting that, per the Dublin Core 1:1 principle, those elements apply to one and only one entity (a specimen, observation, dataset, etc.). However, in practice vocabularies are often used to describe different dimensions of scientific data collection and communication processes. Discriminating these aspects offers a more precise account of how symbols and the propositions they express acquire the status of “data” and “data content,” respectively.
In this poster we present an analysis of species occurrence records based on the Systematic Assertion Model (SAM) [DWS]. SAM is a framework for describing the encoding and representation of scientific data, bridging the gap between data preservation models and discipline-specific scientific ontologies. The model is intended to be general enough for any scientific domain, and not bound to any particular methodology or field of study. Since species occurrence records are a kind of data that is frequent re-used, migrated across systems and shared they are a good target for analysis.Integrating Conceptual and Empirical Studies of Data to Guide Curatorial ProcessesCarole L. Palmer, Tiffany C. Chao, Nicholas M. Weber, Simone Sacchi, Karen M. Wickett, Allen H. Renear, Karen Baker, Andrea Thomer, & David Dubin
Two research teams within the Data Conservancy (http://dataconservancy.org/) project are investigating different aspects of scientific data curation. Data Concepts
is developing a conceptual model to foster shared understanding of identity conditions and representation levels for data sets. Data Practices
is conducting qualitative studies of data production and use in the earth and life sciences, analyzing curation needs, cultures of sharing, and re-use potential across disciplines. This poster will illustrate the integration of results from three phases of research to develop a more comprehensive and practical analysis of fundamental aspects of data curation. Read more April 11Interview with Carole Palmer on Big Data
GSLIS Professor and CIRSS Director Carole Palmer recently shared her thoughts in the University of Illinois feature, "A Minute With . . .," following the Obama administration's announcement of a $200 million research initiative in "big data" computing:
Informatics is about methods and strategies for using information in organizations, networks, cultures, and societies. Our job is to make advances that help people get access to and work with information to solve problems and make new discoveries.
The definition of data curation that we promote is the active and ongoing management of data through its life cycle of interest and usefulness to scholarship, science, and education.
Data are very valuable assets—the raw materials of research—with tremendous potential for re-use in new and innovative ways. But digital data are high risk—extremely fragile and with few standards of good practice.
We study how to collect and add value to data, to promote sharing and integration across institutions and fields of research, looking at both technical and social problems in making data a collective, shared resource.
The Data Conservancy (http://dataconservancy.org) is a large multi-institutional collaboration led by Johns Hopkins University. We are partners, contributing to research and education through our data curation initiatives at CIRSS.
GSLIS has been at the forefront of data curation education since launching its specialization within the Master of Science degree in 2006, beginning with a focus on the sciences and expanding to include the humanities in 2008. Currently, more than 50 students enroll each year in the Foundations of Data Curation course, with many completing the GSLIS Specialization in Data Curation (http://www.lis.illinois.edu/academics/programs/ms/data_curation).
Read more May 17Palmer participates in NSF funded Workshop on Cyberinfrastructure for Collaborative Science
The interview with Professor Palmer was conducted by Dusty Rhodes, news editor for the U of I News Bureau. Read the full interview at http://illinois.edu/lb/article/72/62055.
Read more February 09CIRSS researchers present at iConference 2011
Carole Palmer, Director of CIRSS, will participate in the Workshop on Cyberinfrastructure for Collaborative Science, an NSF-funded workshop sponsored by and hosted at NESCent, May 18-20, 2011.
This workshop brings together participants with a diverse set of perspectives, background, and experiences on enabling multi-disciplinary research collaborations that often rely heavily on informatics to succeed. These include informatics practitioners, social scientists, technology experts, and biologists. The workshop provides an opportunity for these groups to meet and exchange their experiences and challenges in designing and using cyberinfrastructure to enable research collaborations. The event is designed to facilitate the emergence of new targets for better coordination, and to forge new collaborations into how cyberinfrastructure can enable scientific culture change.
For more information: https://www.nescent.org/wg_collabsci/Main_Page
Read more November 06IMLS Digital Collections & Content team recieves sub-award from the Digital Public Library of America Secretariat
CIRSS researchers present at iConference 2011:
Data Practices across Disciplines: Informing Collections & Curation
Data Curation Education in Research Centers: Carole L. Palmer (UIUC), Suzie Allard (Tennessee), Mary Marlino (NCAR Library)
Annotation evolution: how Web 2.0 technologies are enabling a change in annotation practices: Simone Sacchi (UIUC)
Expressiveness Requirements for Reasoning about Collection/Item Metadata Relationship: Karen Wickett (UIUC)
Data Repositories: A Home for Microblog Archives?: Tiffany Chao (UIUC)
The iSchools are interested in the relationship between information, people and technology. This is characterized by a commitment to learning and understanding the role of information in human endeavors. The iSchools take it as given that expertise in all forms of information is required for progress in science, business, education, and culture. This expertise must include understanding of the uses and users of information, as well as information technologies and their applications.
CIRSS researchers will be presenting their current work at the 2011 conference, February 8th - 11th.
The IMLS Digital Collections & Content (DCC) team has received a $50,000 sub-award from the Digital Public Library of Americas (DPLA) Secretariat to further refine the teams DPLA Beta Sprint prototype. The Beta Sprint prototype was originally developed during Summer 2011 as part of the DPLA Beta Sprint. The prototype was selected as one of six finalist projects showcased during the DPLAs Fall 2011 Plenary Meeting in Washington, D.C.
Bringing together resources from over 1000 cultural heritage collections across the U.S., the prototype builds on the DCC teams knowledge and experiences aggregating metadata records from varied institutions ranging from libraries and archives to museums and historical societies. The new sub-award will allow the DCC team to make further refinements to the prototypes information retrieval algorithms and implement additional layers of interactive functionality that allow users to interact more directly and dynamically with the prototypes data. Read more November 28CIRSS to make strong showing at the 8th IDCC
Read more October 24DLF/DCC DPLA Beta Sprint Effort Presented at DPLA Plenary
CIRSS Faculty, PhD students, and staff will be making a strong showing at the 8th International Digital Curation Conference (IDCC). Taking place January 14-16, 2013, IDCC brings together an international group of those who create and manage data and information, those who use it and those who research and teach about curation processes. Three students who participated in the Data Curation Education in Research Centers (DCERC) program - University of Tennessee School of Information Sciences students Christopher Eaker, Kayla Siddell, and Erica Johns - will also present posters at the conference.
Find below a full list of CIRSS participation at IDCC:
"The Product and System Specificities of Measuring Impact: Indicators of Use in Research Data Archives"
Nicholas Matthew Weber (1); Andrea K. Thomer (1); Matthew S. Mayernik (2); Robert E. Dattore (3);Zaihua Ji (3); Steven Worley (3) Organizations: 1: University of Illinois - Urbana Champaign, Center for Informatics Research in Science and Scholarship.; 2: National Center for Atmospheric Research- Library; 3: National Center for Atmospheric Research - CISL / RDA
"Model Development for Scientific Data Curation Education"
Mary Marlino (1); Karon Kelly (1); Matthew S. Mayernik (1); Suzie Allard (2); Carol Tenopir (2); Carole L. Palmer (3); & Virgil E. Varvel Jr. (3) Organizations: 1: National Center for Atmospheric Research; 2: University of Tennessee at Knoxville; 3: University of Illinois at Urbana-Champaign, Center for Informatics Research in Science and Scholarship
"The tail and the telling: Distribtuion of NSF funding 2008-2011"
Weber, Nicholas Matthew; Organization: University of Illinois - Urbana Champaign, United States of America
"Describing the quality of research datasets across disciplines: a comparative study"
Chao, Tiffany Organization(s): University of Illinois, United States of America
"Levels of Services and Curation for High-Functioning Data"
Choudhury, G Sayeed (2); Palmer, Carole (1); Baker, Karen S (1); DiLauro, Timothy (2) Organization(s): 1: University of Illinois Urbana-Champaign, United States of America; 2: Johns Hopkins University
"Where Have All the Scientific Data Gone: LIS Perspective on the Data At Risk Predicament"
Thompson, Cheryl Annette; Robertson, William Davenport; Greenberg, Jane; Organization: University of North Carolina, United States of America
Read more October 03CIRSS Receives IMLS Award to Develop Site-Based Data Curation Framework for Long-Tail Science
CIRSS and the Council on Library and Information Resources’ DLF program presented their submission to the Digital Public Library of America (DPLA) Beta Sprint at the DPLA Plenary meeting, October 21, 2011, in Washington, DC.
The project prototype leverages the Institute of Museum and Library Services’ Digital Collections and Content (IMLS DCC) resource and DLF Aquifer content as a core collection for the DPLA. The IMLS DCC, launched in 2003, is an aggregation of digital collections from libraries, museums, and archives, supported by IMLS and developed through a collaboration between CIRSS and the University of Illinois Library.
The DPLA is envisioned as a large-scale digital library that will “make the cultural and scientific heritage of humanity available, free of charge, to all.” In May, the DPLA Steering Committee announced a “Beta Sprint” to solicit models, prototypes, tools, and interfaces that demonstrate how the DPLA might index and provide access to a wide range of broadly distributed content. In September, an independent review panel met to discuss the 38 Beta Sprint submissions and recommend six of the most promising projects to present at the October Plenary.
The Plenary Meeting, organized by the DPLA Secretariat at the Berkman Center for Internet & Society and hosted by The National Archives, brought together a range of stakeholders in an open forum to present the vision for the DPLA effort, share the best ideas and models submitted to the Beta Sprint, and engage public participation.
“I am really proud of our beta sprint, as it highlights the investment made by IMLS, the DLF community, and hundreds of libraries, museums, and archives to produce digital collections,” said DLF Director Rachel Frick.
CIRSS Director Carole Palmer said, “The sprint was a great chance to experiment with the national aggregation model we developed in the IMLS DCC project. We extended the collections, made some technical advances, and reconceived the design for the DPLA community, learning a lot along the way.”
The Institute for Museum and Library Services (IMLS) has awarded $499,919 for the project, Site-Based Data Curation for Small Science, led by CIRSS Director Carole Palmer, with co-Principal Investigators Bruce Fouke, Professor in Geology, Microbiology, and the Institute for Genomic Biology (IGB) at the University of Illinois at Urbana-Champaign; Sayeed Choudhury, Hodson Director of the Digital Research and Curation Center and Associate Dean of Library Digital Programs at Johns Hopkins University; and Ann Rodman, Director of GIS Operations at Yellowstone National Park.
Bringing together experts in data curation, data repositories, geobiology, and research site management, the Site-Based Data Curation (SBDC) project will investigate and test curation policies and procedures to advance the transfer of long-tail digital data collected at Yellowstone National Park (YNP) to the Data Conservancy for preservation and access, and to better coordinate the management of data resources produced at the many scientifically significant sites at YNP. The framework will result in a general model of professional curation processes readily extendible to other national parks and other important research sites, especially cradles of biodiversity such as coral reefs and deep crustal biosphere locations.
The new data curation approaches will be integrated into the curriculum of the Specialization in Data Curation at GSLIS and undergraduate and graduate geobiology courses taught at Illinois, with educational outreach extended to Yellowstone. The education activities will advance data curation workforce expertise in handling complex, cross-disciplinary data and prepare scientific communities to contribute to and take advantage of diverse collections of curated data.
The SBDC framework is an important step forward in evolving the professional best practices and institutional collaborations needed to build large-scale, interoperable data collections that include high-functioning long-tail data and are responsive to the pressing data needs of practicing research communities and resource management at sites of data production. Read more March 13Carole Palmer to present on priorities for data curation research and education
Professor of Library and Information Science and CIRSS Director, Carole Palmer, will deliver a presentation titled, "Setting Priorities for Data Curation Research and Education", at the University of North Carlolina at Chapel Hill School of Information and Library Science on March 20, 2013. Abstract:
"As our data curation research and education initiatives become more established, we are striving to increase impact on practice by sharpening the focus of our programs and building strategic partnerships. The theme of reuse value is now firmly at the center of our studies and extended through the core curriculum in our emphases on research cultures, collections, and representation. Moreover, our projects and programs are increasingly dependent on contributions from domain researchers, data centers, repository developers, and practitioners. I will present an overview of our investigations of data practices across more than a dozen sub-disciplines in the earth and life sciences, and our work on aggregating and modeling cultural heritage collections with developers of the Europeana Data Model. I will also introduce two important projects that represent our next phase of development: a research collaboration to develop site-based curation principles and processes with geobiologists and resource managers at Yellowstone National Park, and an education initiative providing core curriculum and student field experiences in partnership with the National Center for Atmospheric Research." Read more March 13Research Showcase 2013
On Friday March 29, from 12:00PM - 5:00PM, CIRSS faculty and students will join GSLIS colleagues to present and share their research in a series of posters, presentations, and demonstrations. University of Illinois Vice Chancellor for Research Peter Schiffer will open the 2013 Research Showcase. The Research Showcase is an annual event open to campus and the general public.
The full program and event location can be found here: http://www.lis.illinois.edu/research/showcase
See below for a list of CIRSS presentations, posters, and demonstrations.Presentations
HathiTrust Research Center: New Frontiers in Digital Scholarship
J. Stephen Downie, Craig Willis & Kahyun Choi
Site-Based Data Curation at Yellowstone National Park
Carole Palmer, Bruce Fouke, Ann Rodman, Sayeed Choudhury, Andrea Thomer, Karen Baker, Abby Asangba & Karen Wickett
GSLIS at the Text REtrieval ConferenceRetrieving and Filtering Real-Time Data
Identifying Claims in Social Science Literature
Shameem Ahmed, Catherine Blake, Kate Williams, Noah Lenstra & Qiyuan Liu
Describing the Quality of Research Datasets Across Disciplines: A Comparative Study
Tiffany C. Chao
Craig Evans & Jerome McDonough
On the Effect of Name Ambiguity on Measures of Large-Scale Co-Authorship Networks
Brent D. Fegley & Vetle I. Torvik
Enhancing Cultural Heritage Collections by Supporting and Analyzing Participation in Flickr
Jacob Jett, Megan Senseney & Carole L. Palmer
Location-Based Navigation: Combining OPAC Searching and 3D Visualization in a High-Density Storage Facility
Fredrick Kiwuwa Lugya & Michael B. Twidale
Site-Based Data Curation at Yellowstone National Park
Carole L. Palmer, Bruce Fouke, Ann Rodman, Sayeed Choudhury, Andrea Thomer, Karen Baker, Abby Asangba & Karen Wickett
When You Wish upon a Blog: How Collaborative Information Seeking can Interleave with CSCW
Aiko Takazawa & Michael B. Twidale
Completeness, Coverage, & Equivalence in Scientific Data Records
Extending the Systematic Assertion Model for Humanities Research
Karen Wickett, David Dubin, Bridget Almas & Megan Senseney
Center for Informatics Research in Science and Scholarship
Carole L. Palmer, Director
HathiTrust Research Center
J. Stephen Downie, DirectorDemonstrations
The Illinois Distributed Museum Project: Engineering and Technology Innovations at the University of Illinois at Urbana Champaign
Michael B. Twidale, Susan Frankenberg, Tom Ackerman & Kelsey Heffren
Exploiting Structural Data for Music Exploration
Craig Willis, J. Stephen Downie, Kahyun Choi & David Bainbridge Read more September 05Carole Palmer to present at Wolfram Data Summit 2012
Carole Palmer, CIRSS Director and Professor of Library and Information Science, will present “The Analytic Potential of Long-Tail Data: Sharable Data and Re-use Value” at Wolfram Data Summit 2012.
Taking place September 6 – 7 in Washington, DC, Wolfram Data Summit 2012 is an invitation only event that offers leaders of the world's data repositories an opportunity to meet, to share insights into their work, and to discuss challenges and opportunities facing the data community. The third annual summit will place an emphasis on content, rather than infrastructure, in areas such as: data from social media, location-based data, freeing health care data, data narratives, news as data, natural language processing, government and election data, corporate data silos, culturomics, bibliometric data, data conservation, and semantic data.
More information is available here: http://www.wolframdatasummit.org/2012/ Read more October 22CIRSS to make strong showing at ASIS&T 2012
CIRSS Faculty, Affiliated Faculty, PhD Students, and Staff will be making yet another strong showing at ASIS&T's annual meeting. Taking place October 26-30, 2012 the ASIS&T Annual Meeting is a primary venue for disseminating research centered on advances in the information sciences and related applications of information technology.
Find below a list of CIRSS presentations, papers, posters, and workshops:
Unreliable and Uncertain Annotators: Evaluating Rater Quality and Rating Difficulty in Online Annotation Activities
Organisciak Peter, Efron Miles, Fenlon Katrina and Megan Senseneyhttp://www.asis.org/asist2012/abstracts/166.html
Identifying Content and Levels of Representation in Scientific Data
Karen Wickett, Simone Sacchi, David Dubin and Allen Renearhttp://www.asis.org/asist2012/abstracts/199.html
Value and Context in Data Use: Domain Analysis Revisited
Nicholas Weber, Karen Baker, Andrea Thomer, Tiffany Chao and Carole Palmerhttp://www.asis.org/asist2012/abstracts/168.html
Tooling the Aggregator's Workbench: Metadata Visualization Through Statistical Text Analysis
Katrina Fenlon, Miles Efron and Peter Organisciakhttp://www.asis.org/asist2012/abstracts/161.html
Enhancing Cultural Heritage Collections by Supporting and Analyzing Participation in Flickr
Jacob Jett, Megan Senseney and Carole Palmerhttp://www.asis.org/asist2012/abstracts/287.html
Combined Methods, Thick Descriptions: Languages of Collaboration on Github
The Data-at-Risk Initiative: Analyzing the Current State of Endangered Scientific Data
Angela P. Murillo, Cheryl Thompson, Nico Carver, W. Davenport Robertson, Jane Greenberg and William Andersonhttp://www.asis.org/asist2012/abstracts/346.html
Complications in climate data variable naming
Nic Weber, Andrea Thomer, and Gary Strand Read more May 28A Model for Providing Web 2.0 Services to Cultural Heritage Institutions: The IMLS DCC Flickr Feasibility Study in D-Lib
An article by Jacob Jett, Megan Senseney and Carole Palmer reporting the findings of the IMLS DCC Flickr Feasibility Study has been published in this month's issue of D-Lib Magazine:
The Flickr Feasibility Study, which was launched by the Institute of Museum and Library Services (IMLS) Digital Collections and Content (DCC) project in 2009 to determine how aggregators might provide intermediary services for cultural heritage institutions wishing to engage in Web 2.0 initiatives, shed light on both needs and models for aggregation services. This article provides an overview of the study's findings, including the efficiencies that aggregation services such as the DCC can afford cultural heritage institutions when they act as intermediaries to facilitate Web 2.0 participation. Also discussed are the outcomes of the study's conversations with Yahoo, Inc. representatives regarding aggregators as members of the Commons on Flickr and the complimentary cultural heritage spaces that aggregation services can help their member institutions to create outside of the Commons. Finally, the ample rewards in long-tail community engagement and user-generated metadata that cultural heritage institutions can reap when they expose their collections to Web 2.0 communities, are highlighted.
Jett, Jacob, Megan Senseney, and Carole L. Palmer, "A Model for Providing Web 2.0 Services to Cultural Heritage Institutions: The IMLS DCC Flickr Feasibility Study," D-Lib Magazine, May-June 2013.
Read more June 03Carole Palmer delivers inaugural Ed Mignon Distinguished Lecture in Information Science
CIRSS Director Carole Palmer delivered the inaugurual Ed Mignon Distinguished Lecture in Information Science at the Information School at the University of Washington in May. The new annual lecture aims to inspire intellectual thinking and foster creativity in the iSchool community. In her lecture, "Data Curation and the Reuse Value of Digital Research Data: Meeting the Aims of Multiple Disciplines and Stakeholders," Dr Palmer spoke about CIRSS research to identify curation requirements and reuse value indicators across disciplines through our studies of data practices across "long tail" science domains, and discussed recent activities on the CIRSS IMLS Site-Based Data Curation project.
Digital research data are now widely recognized as valuable assets—research resources with tremendous potential for reuse in new and innovative ways. However, realizing this potential will require ready access to extensive bodies of curated data. Advances in the management of digital data are proceeding apace, but curation services in research libraries and data centers need to extend beyond storage, archiving, and preservation to identification of high-value data and provision of data resources that are fit for new purposes. Through our studies of data practices across more than a dozen “long-tail” domains in the earth and life sciences, we are identifying curation requirements across disciplines and indicators of reuse value. She will also discuss advances in curation strategies for multiple stakeholders from the Site-Based Data Curation project, a collaboration with geo-biologists, resource managers at Yellowstone National Park, and the Data Conservancy.
Read more August 23CIRSS makes strong showing at JCDL 2013
CIRSS PhD students, faculty, and staff made a strong showing at the 2013 Joint Conference on Digital Libraries (JCDL), July 22-26 in Indianapolis. JCDL is a premier international forum for research in digital libraries and associated technical, practical, and social issues.
CIRSS representation at the conference reported on activities of the Digital Collections and Content
and Open Annotation Collaboration
projects. CIRSS researchers presented two papers and a poster. In addition, JCDL featured two tutorials led by CIRSS researchers and faculty: a technical introduction to the Europeana Data Model, led by Karen Wickett and Katrina Fenlon; and an introduction with working exemplars to the Open Annotation data model, led by Timothy Cole and Jacob Jett.Addressing diverse corpora with cluster-based term weighting
Available at: http://dx.doi.org/10.1145/2467696.2467740
Highly heterogeneous collections present difficulties to term weighting models that are informed by corpus-level frequencies. Collections which span multiple languages or large time periods do not provide realistic statistics on which words are interesting to a system. This paper presents a case where diverse corpora can frustrate term weighting and proposes a modification that weighs documents according to their class or cluster within the collection. In cases of diverse corpora, the proposed modification better represents the intuitions behind corpus-level document frequencies.Local histories in global digital libraries: Identifying demand and evaluating coverage
Katrina Fenlon & Virgil E. Varvel, Jr.
Available at: http://dx.doi.org/10.1145/2467696.2467742
Digital collections of primary source materials have potential to change how citizen historians and scholars research and engage with local history. The problem at the heart of this study is how to evaluate local history coverage, particularly among large-scale, distributed collections and aggregations. As part of an effort to holistically evaluate one such national aggregation, the Institute of Museum and Library Services (IMLS) Digital Collections and Content (DCC), we conducted a national survey of reference service providers at academic and public libraries throughout the United States. In this paper, we report the results of this survey that appear relevant to local history and collection evaluation, and consider the implications for scalable evaluation of local history coverage in massive, aggregative digital libraries.Flickr feedback framework: A service model for leveraging user interactions
Jacob Jett, Megan Senseney, & Carole L. Palmer
Available at: http://dx.doi.org/10.1145/2467696.2467766
It has been well documented that cultural heritage institutions can enhance their metadata by sharing content through popular web services such as Flickr. Through the Flickr Feasibility Study, the IMLS Digital Collections and Content project examined how an aggregation service can facilitate participation of cultural heritage institutions in popular web services. This poster presents a proposed feedback framework through which an aggregation service can facilitate and increase the impact of Web user interactions with shared cultural heritage collections through direct metadata enhancement and user analysis.The Europeana Data Model and Collections (tutorial)
Karen Wickett, Valentine Charles, & Katrina Fenlon
This tutorial provides a technical introduction to the Europeana Data Model and explores the role that collections play in adding value to digital libraries by 1) supporting the information seeking activities of system users, 2) allowing users to build and curate their own collections of resources, and 3) supporting administrative management of resources and metadata. Participants will gain a better understanding of conceptual data modeling, structured collection description, and collection metadata. The tutorial will conclude with a discussion of practitioners’ experience with items and collections in a digital library context and next steps for collection modeling research.Using Open Annotation (tutorial)
Timothy Cole, Robert Sanderson, Thomas Habing, & Jacob Jett
This tutorial introduces digital library, humanities and science computing, and semantic web developers, project managers, and experimenters to: the essential components of the Open Annotation (OA) data model and specification; working exemplars of how the OA data model has been applied to various annotation use cases; helpful links, resources, guides and libraries for implementing the OA data model. Read more September 12Carole Palmer to deliver keynote at meeting of the Research Data Alliance
Carole Palmer, Director of CIRSS and Professor at GSLIS, will deliver a keynote address at next week’s second biannual plenary meeting of the Research Data Alliance (RDA). The three-day meeting, September 16-18, will be held in the National Academy of Sciences in Washington, D.C., and will involve conversations between top leaders from the White House and US science agencies, and their international colleagues.
Read more September 25Palmer named Outstanding Information Science Teacher by ASIS&T
Palmer’s keynote, “Fueling and Transforming Evidential Cultures of Research”, will be presented during a session on the Benefits and Possibilities of Open Data Sharing, chaired by CIRSS affiliated researcher Sayeed Choudhury, Associate Dean for Research Data Management at the Johns Hopkins University.
[As announced on the GSLIS web site: http://www.lis.illinois.edu/articles/2013/09/palmer-named-outstanding-information-science-teacher-asist
Carole Palmer (PhD ’96), director of the Center for Informatics Research in Science and Scholarship (CIRSS) and professor at the Graduate School of Library and Information Science at Illinois, has received the 2013 Thomson Reuters Outstanding Information Science Teacher Award given by the Association for Information Science and Technology (ASIS&T).
A member of the GSLIS faculty for 18 years, Palmer has made a significant impact in the lives and careers of the many students she has mentored. She has been integral in the development of new courses and educational opportunities at GSLIS and is highly respected for the amount of time and care she takes with students. She is frequently named to the List of Teachers Ranked as Excellent issued by campus each semester.
“I am very fortunate to be at a school that attracts such talented students, who are truly partners in learning. They are already on the path to becoming accomplished professionals when they arrive at GSLIS. My job is easy—help them see how interesting, exciting, and important it is to be working in, but also building up, the information professions,” said Palmer.
Palmer has developed and taught a number of courses for both master’s and doctoral students, including Use and Users of Information, Foundations of Data Curation, Information Transfer and Collaboration in Science, and Knowledge Studies for Information Science, among others. Her role as principal investigator on a number of educational grants since 2006 accelerated the development of a GSLIS master’s degree in biological informatics as well as a specialization in data curation.
“Carole is richly deserving of this award. She is committed to preparing her students as leaders in research and practice in information science and to leading the field in advancing preparation for new roles for information professionals,” said Linda C. Smith, GSLIS professor and associate dean for academic programs.
Palmer blends dedication to her students with an astute understanding of the current issues surrounding digital information systems and services, especially in new areas related to the collection and preservation of research data. She has built an impressive research portfolio, which has been funded by the National Science Foundation, the Institute for Museum and Library Services, and The Andrew W. Mellon Foundation, among others.
In addition, Palmer is recognized as a national leader in the field of data curation, often invited to speak on issues surrounding education and workforce development. She serves on the Study Committee on Future Career Opportunities and Educational Requirements for Digital Curation convened by the National Academy of Sciences. She also presents and publishes prolifically in the area.
“Carole has always had her eyes on the future of information science and its potential for addressing the great challenges of the twenty-first century. The leadership and achievements of her students, working in many different roles and institutions, is testimony not only to her skill and influence as a teacher but to her deep understanding of those possibilities,” said Allen Renear, GSLIS interim dean.
GSLIS doctoral candidate Nicholas Weber, who nominated Palmer for the award, notes that she is an “exemplar educator, a passionate and committed mentor and above all else, a profoundly kind and generous human being that has dedicated a significant portion of her own career to the advancement of others. She has the unique ability to motivate people to achieve their absolute maximum potential and has had a profound impact on my career through her mentorship and the generous sharing of her own knowledge and expertise in this field. Her guidance, patience and dedication have helped me become a better researcher and a better instructor.”
Palmer will be presented with the award at the 2013 ASIS&T Annual Meeting, which will be held November 1-5 in Montreal, Canada.
ASIS&T previously honored two other GSLIS faculty members with the Outstanding Information Science Teacher award: the late F. W. Lancaster, who served on the GSLIS faculty between 1970 and 1992 and was the first recipient of the award in 1980, and Linda C. Smith, who was honored in 1987. Read more October 02Palmer, Weber to present at John Deere Big Data Summit
[As announced on the GSLIS web site 9/30/13: http://www.lis.illinois.edu/articles/2013/09/palmer-weber-present-john-deere-big-data-summit
Carole Palmer, GSLIS professor and director of CIRSS, and Nicholas Weber, GSLIS doctoral candidate, will share their expertise in data curation at the upcoming John Deere Big Data Summit, which will be held in Champaign on October 1 and 2. The summit is intended to bring together analytic and big data thought leaders from inside and outside the company to showcase cutting edge academic thinking, applications, and real-life examples.
Palmer will present, "Data Curation: Investing in the Reuse Value of Digital Data":
Digital research data are now widely recognized as valuable assets—research resources with tremendous potential for reuse in new and innovative ways. Advances in the storage, archiving, and preservation of digital data are proceeding apace, but curation services are needed that extend to the identification of high-value data and provision of data resources fit for new purposes. In this presentation I will discuss our studies of data practices in the sciences, focusing on indicators of reuse value and curation approaches for data consumers vs. data producers. We will also consider the broader implications of curatorial awareness on the cultures of research operations and for institutions committed to investing in high-value, reusable data resources.
Weber will present, "Curating and Profiling Enterprise Data @ John Deere":
This presentation summarizes the findings of a pilot project between John Deere & Co. and the Center for Informatics Research in Science and Scholarship (CIRSS). This work was focused on gathering requirements for the development of new data curation infrastructures and services to support the analysis of big data, as well as the sharing, reuse and sustained archiving of "small data" produced at John Deere.
"The data curation research taking place at CIRSS is critical to the effectiveness and competitive success of twenty-first century corporations. We are very pleased to be participating in this summit," said Allen Renear, GSLIS interim dean. Read more October 16Digital Humanities Data Curation Institute workshop underway at MITH
The second in a series of Digital Humanities Data Curation workshops is currently underway at the Maryland Institute for Technology in the Humanities (MITH) at the University of Maryland (UMD). The series of three-day intensive workshops is hosted by Digital Humanities Data Curation (DHDC)
, a collaborative research project supported by CIRSS, MITH, and Northeastern University that seeks to develop strong data curation practices within the digital humanities community through the workshop series as well as an online learning resource, the DH Curation Guide
Instructors Trevor Muñoz (MITH), Julia Flanders (Northeastern University), and Dorothea Salo (University of Wisconsin-Madison) will guide 20 participants through lectures and hands-on exercises, providing them with relevant skills and techniques, such as modeling humanities data for sustainable computational research, mitigating risks to data, developing and implementing data management plans, and evaluating the tools and systems that support data curation.
This week's workshop extends the curriculum originally developed for DHDC's inaugural workshop, held in June 2013 at the Graduate School of Library & Information Science at the University of Illinois, Urbana-Champaign. Participants will be exposed to enhanced examinations of humanities data curation, including a diverse set of practical exercises and analyses of humanities metadata and metadata systems. During the workshop, participants will have the opportunity to implement their new data curation skills in a case study presented by Kari Kraus, Associate Professor in the College of Information Studies and the Department of English at UMD, and will also be encouraged to share information about their own projects and humanities data, including the curation challenges that arise in their institutions or as part of their individual research.
The third workshop in the series is scheduled for May 2014 in Boston. Applications for participation will be available online
in the coming months. To receive information about future workshops and other DHDC events, subscribe to the mailing list
, and keep up with this week's DHDC conversations on Twitter by following @DHCuration
or searching #dhcuration
Digital Humanities Data Curation is a project of the Maryland Institute for Technology in the Humanities, the Women Writers Project at Northeastern University, and the Center for Informatics Research in Science and Scholarship. This workshop series is generously funded by an Institute for Advanced Topics in the Digital Humanities grant from the National Endowment for the Humanities. Read more November 06CIRSS makes strong showing at ASIS&T 2013
CIRSS students and faculty made a strong showing at the 2013 American Society for Information Science and Technology (ASIS&T) meeting, November 1-5 in Montreal. ASIS&T is a premier annual conference, bringing together esearch on advances in the information sciences and related applications of information technology. This year’s theme was "Beyond the Cloud: Rethinking Information Boundaries".
In addition to the numerous presentations offered by CIRSS researchers, Carole Palmer, Director of CIRSS and GSLIS Professor, was honored with the 2013 Thomson Reuters Outstanding Information Science Teacher Award. Palmer received the award at the Annual Luncheon on November 5.
Finding Information in Books: Characteristics of Full-Text Searches in a Collection of 10 Million Books
Craig Willis & Miles Efron
Searching large collections of digitized books is a relatively new area in information-seeking and retrieval research, made possible by initiatives such as Google Books and the HathiTrust Digital Library. Traditionally, book search has relied exclusively on descriptive metadata, either in online library catalogs or bookstores. Today, the availability of large full-text book collections is transforming how users search and interact with information in books. But the characteristics of these changes are unknown. For this paper, we analyzed query logs from the HathiTrust Digital Library full-text search engine. We analyzed one year of full-text query logs to better understand the types of queries that users are issuing to full-text book collections. We manually classified a random sample of 600 queries to develop a taxonomy of book search query types. We found that users are beginning to search for information in books instead of searching for books. Searches still largely follow bibliographic models, but, as expected, new types of searches are beginning to take advantage of full-text capabilities. Additionally, comparing the results of our query log analysis to searches in other domains we found similar search patterns including short queries, sessions with only a few queries, and users viewing only a few pages of results per query. This study is the first step in a broader research agenda intended to improve searching for information in books.
Building a Framework for Site-Based Data Curation
Carole Palmer, Andrea Thomer, Karen Baker, & Karen Wickett
Exploring Evaluative Methods for Large-Scale Local History
Specialization in Data Curation: Preliminary Results from an Alumni Survey, 2008-2012
Cheryl Thompson, Karen Baker, Carole Palmer, & Megan Senseney
Read more November 19CIRSS releases white paper on modeling collections for digital aggregation and exchange environments
CIRSS is pleased to announce the public release of “Modeling Cultural Collections for Digital Aggregation and Exchange Environments,” a collaborative white paper developed by the Center for Informatics Research in Science and Scholarship (Wickett, Fenlon, Palmer, Jett) in cooperation with key developers of EDM, the Europeana Data Model (Isaac, Doerr, Meghini).
The report outlines a formal extension of EDM that explicitly accommodates representation of collections and collection/item relationships and reports on the outcomes of the collaboration – use cases, requirements, and recommendations for modeling collections in exchange and aggregation environments.
Collections are an important aspect of institutional identity for the organizations that invest in their curation, digitization and public access. Collections can also function as core constructs in information organization systems, providing technical capabilities for retrieval and evaluation of content within large aggregations. Perhaps most importantly, collection structures provide the organizational and intellectual context important to users for interpreting the relevance and significance of individual items for their purposes.
Guiding requirements for modeling and representing collections state that (1) collections are treated as distinct, individual resources within the aggregation, with an identifier and a description that documents properties of the collection as a whole; (2) item-level entities are explicitly linked to collection-level entities, and (3) the set of properties (i.e. schema) describes collections in ways that support users and
administrators, especially institutional and contextual properties.
The full text is available via IDEALS at http://hdl.handle.net/2142/45860
. Read more December 05CIRSS researchers to present at American Geophysical Union (AGU) Fall Meeting
CIRSS researchers will make a strong showing as they share their expertise in scientific data curation at next week’s 46th annual Fall Meeting of the American Geophysical Union (AGU). The meeting, December 9-13 in San Francisco, California, is the largest worldwide conference in the geophysical sciences, gathering more than 24,000 Earth and space scientists, educators, students, and other leaders.
Representing CIRSS at this year’s AGU conference are Carole Palmer, GSLIS professor and director of CIRSS, and CIRSS PhD students Karen Baker and Andrea Thomer. Palmer and Baker have been invited to to give presentations on earth and space science informatics. Palmer’s talk, part of the Data Curation, Credibility, Preservation Implementation, and Data Rescue to Enable Multi-source Science session, will present research from the CIRSS project Site-Based Data Curation at Yellowstone National Park (SBDC). Baker will present her research into data management issues and strategies originating from within long-term research communities, as part of the meeting’s session on Data Stewardship in Theory and in Practice.PresentationsAdvancing Site-Based Data Curation for Geobiology: The Yellowstone Exemplar (Invited presentation by C. L. Palmer)
C. L. Palmer, B. W. Fouke, A. Rodman, G. S. Choudhury
While advances in the management and archiving of scientific digital data are proceeding apace, there is an urgent need for data curation services to collect and provide access to high-value data fit for reuse. The Site-Based Data Curation (SBDC) project is establishing a framework of guidelines and processes for the curation of research data generated at scientifically significant sites. The project is a collaboration among information scientists, geobiologists, data archiving experts, and resource managers at Yellowstone National Park (YNP). Based on our previous work with the Data Conservancy on indicators of value for research data, several factors made YNP an optimal site for developing the SBDC framework, including unique environmental conditions, a permitting process for data collection, and opportunities for geo-located longitudinal data and multiple data sources for triangulation and context. Stakeholder analysis is informing the SBDC requirements, through engagement with geologists, geochemists, and microbiologists conducting research at YNP and personnel from the Yellowstone Center for Resources and other YNP units. To date, results include data value indicators specific to site-based research, minimum and optimal parameters for data description and metadata, and a strategy for organizing data around sampling events. New value indicators identified by the scientists include ease of access to park locations for verification and correction of data, and stable environmental conditions important for controlling variables. Researchers see high potential for data aggregated from the many individual investigators conducting permitted research at YNP, however reuse is clearly contingent on detailed and consistent sampling records. Major applications of SBDC include identifying connections in dynamic systems, spatial temporal synthesis, analyzing variability within and across geological features, tracking site evolution, assessing anomalies, and greater awareness of complementary research and opportunities for collaboration. Moreover, making evident the range of available YNP data will inform what should be explored next, even beyond YNP.Like funding agencies and policy makers, YNP researchers and resource managers are invested in data curation for strategic purposes related to the big picture and efficiency of science. For the scientists, YNP represents an ideal, protected natural system that can serve as an indicator of world events, and SBDC provides the ability to ask and answer broader research questions and leverage an extensive store of highly applicable data. SBDC affords YNP improved coordination and transparency of data collection activities, and easier identification of trends and connections across projects. SBDC capabilities that support broader inquiry and better coordination of scientific effort have clear implications for data curation at other research intensive sites, and may also inform how data systems can provide strategic assistance to science more generally.Enabling Long-Term Earth Science Research: Changing Data Practices (Invited presentation by K. S. Baker)
K. S. Baker
Data stewardship plans are shaped by our shared experiences. As a result, community engagement and collaborative activities are central to the stewardship of data. Since modes and mechanisms of engagement have changed, we benefit from asking anew: "Who are the communities?" and "What are the lessons learned?". Data stewardship with its long-term care perspective, is enriched by reflection on community experience. This presentation draws on data management issues and strategies originating from within long-term research communities as well as on recent studies informed by library and information science. Ethnographic case studies that capture project activities and histories are presented as resources for comparative analysis. Agency requirements and funding opportunities are stimulating collaborative endeavors focused on data re-use and archiving. Research groups including earth scientists, information professionals, and data systems designers are recognizing the possibilities for new ways of thinking about data in the digital arena. Together, these groups are re-conceptualizing and reconfiguring for data management and data curation. A differentiation between managing data for local use and production of data for re-use remotely in locations and fields remote from the data origin is just one example of the concepts emerging to facilitate development of data management. While earth scientists as data generators have the responsibility to plan new workflows and documentation practices, data and information specialists have responsibility to promote best practices as well as to facilitate the development of community resources such as controlled vocabularies and data dictionaries. With data-centric activities and changing data practices, the potential for creating dynamic community information environments in conjunction with development of data facilities exists but remains elusive.PostersTwo-Stream Model: Toward Data Production for Sharing Field Science Data (Presented by K. S. Baker)
K. S. Baker, C. L. Palmer, A. K. Thomer, K. Wickett, T. DiLauro, A. E. Asangba, B. W. Fouke, G. S. Choudhury
Scientific data play a central role in the production of knowledge reported in scientific publications. Today, data sharing policies together with technological capacity are fueling visions of data as open and accessible where data appear to stand-alone as products of the research process. Yet, guidelines and outputs are constantly being produced that impact subsequent work with the data, particularly in field-oriented, data-rich earth science research. We propose a model that focuses on two distinct yet intertwined data streams: internal-use data and public-reuse data. Internal-use data often involves a complex mix of processing, analysis and integration strategies creating data in forms leading to the publication of papers. Public-reuse data is prepared with a more standardized set of procedures creating data packages in the form of well-described, parameter-based datasets for release to a data repository and for reuse by others. While scientific researchers are familiar with collecting and analyzing data for publication in the scientific literature, the second data stream helps to identify tasks relating to the preparation of data for future, unanticipated reuse. The second stream represents an expansion in conceptualization of data management for the majority of natural scientists from a publication metaphor to recognition of a release metaphor (Parsons and Fox 2012). A combined dual-function model brings attention to some of the less recognized barriers that impede preparation of data for reuse. Digital data analysis spawns a multitude of files often assessed while in use, so for reuse of data, scientists must first identify what data files to share. They must also create robust data processes that frequently involve establishing new distributions of labor. The two-stream approach creates a visual representation for data generators who now must think about what data are most likely to have value not only for their work but also for the work of others. Development of this approach is part of a collaborative project studying site-based data curation in geobiology for geologists, geochemists, and microbiologists at Yellowstone National Park.How Workflow Documentation Facilitates Curation Planning (Presented by A. K. Thomer)
A. K. Thomer, K. Wickett, K. S. Baker, T. DiLauro, A. E. Asangba
The description of the specific processes and artifacts that led to the creation of a data product provide a detailed picture of data provenance in the form of a workflow. The Site-Based Data Curation project, hosted by the Center for Informatics Research in Science and Scholarship at the University of Illinois, has been investigating how workflows can be used in developing curation processes and policies that move curation upstream in the research process. The team has documented an individual workflow for geobiology data collected during a single field trip to Yellowstone National Park. This specific workflow suggests a generalized three-part process for field data collection that comprises three distinct elements: a Planning Stage, a Fieldwork Stage, and a Processing and Analysis Stage. Beyond supplying an account of data provenance, the workflow has allowed the team to identify 1) points of intervention for curation processes and 2) data products that are likely candidates for sharing or deposit. Although these objects may be viewed by individual researchers as "intermediate" data products, discussions with geobiology researchers have suggested that with appropriate packaging and description they may serve as valuable observational data for other researchers. Curation interventions may include the introduction of regularized data formats during the planning process, data description procedures, the identification and use of established controlled vocabularies, and data quality and validation procedures.We propose a poster that shows the individual workflow and our generalization into a three-stage process. We plan to discuss with attendees how well the three-stage view applies to other types of field-based research, likely points of intervention, and what kinds of interventions are appropriate and feasible in the example workflow.Research Problems in Data Curation: Outcomes from the Data Curation Education in Research Centers Program (Presented by C. L. Palmer)
C. L. Palmer, M. S. Mayernik, N. Weber, K. S. Baker, K. Kelly, M. R. Marlino, C. A. Thompson
The need for data curation is being recognized in numerous institutional settings as national research funding agencies extend data archiving mandates to cover more types of research grants. Data curation, however, is not only a practical challenge. It presents many conceptual and theoretical challenges that must be investigated to design appropriate technical systems, social practices and institutions, policies, and services. This presentation reports on outcomes from an investigation of research problems in data curation conducted as part of the Data Curation Education in Research Centers (DCERC) program. DCERC is developing a new model for educating data professionals to contribute to scientific research. The program is organized around foundational courses and field experiences in research and data centers for both master’s and doctoral students. The initiative is led by the Graduate School of Library and Information Science at the University of Illinois at Urbana-Champaign, in collaboration with the School of Information Sciences at the University of Tennessee, and library and data professionals at the National Center for Atmospheric Research (NCAR).At the doctoral level DCERC is educating future faculty and researchers in data curation and establishing a research agenda to advance the field. The doctoral seminar, Research Problems in Data Curation, was developed and taught in 2012 by the DCERC principal investigator and two doctoral fellows at the University of Illinois. It was designed to define the problem space of data curation, examine relevant concepts and theories related to both technical and social perspectives, and articulate research questions that are either unexplored or under theorized in the current literature. There was a particular emphasis on the Earth and environmental sciences, with guest speakers brought in from NCAR, National Snow and Ice Data Center (NSIDC), and Rensselaer Polytechnic Institute. Through the assignments, students constructed dozens of research questions informed by class readings, presentations, and discussions. A technical report is in progress on the resulting research agenda covering: data standards; infrastructure; research context; data reuse; sharing and access; preservation; and conceptual foundations. This presentation will discuss the agenda and its importance for the geosciences, highlighting high priority research questions. It will also introduce the related research to be undertaken by two DCERC doctoral students at NCAR during the 2013-2014 academic year and other data curation research in progress by the doctoral DCERC team.Outcomes of the Data Curation for Geobiology at Yellowstone National Park Workshop (Presented by A. K. Thomer)
A. Thomer, C. L. Palmer, B. W. Fouke, A. Rodman, G. S. Choudhury, K. S. Baker, A. E. Asangba, K. Wickett, T. DiLauro, V. Varvel
The continuing proliferation of geological and biological data generated at scientifically significant sites (such as hot springs, coral reefs, volcanic fields and other unique, data-rich locales) has created a clear need for the curation and active management of these data. However, there has been little exploration of what these curation processes and policies would entail. To that end, the Site-Based Data Curation (SBDC) project is developing a framework of guidelines and processes for the curation of research data generated at scientifically significant sites. A workshop was held in April 2013 at Yellowstone National Park (YNP) to gather input from scientists and stakeholders. Workshop participants included nine researchers actively conducting geobiology research at YNP, and seven YNP representatives, including permitting staff and information professionals from the YNP research library and archive. Researchers came from a range of research areas -- geology, molecular and microbial biology, ecology, environmental engineering, and science education.Through group discussions, breakout sessions and hands-on activities, we sought to generate policy recommendations and curation guidelines for the collection, representation, sharing and quality control of geobiological datasets. We report on key themes that emerged from workshop discussions, including:- participants’ broad conceptions of the long-term usefulness, reusability and value of data.- the benefits of aggregating site-specific data in general, and geobiological data in particular.- the importance of capturing a dataset’s originating context, and the potential usefulness of photographs as a reliable and easy way of documenting context.- researchers’ and resource managers’ overlapping priorities with regards to "big picture" data collection and management in the long-term. Overall, we found that workshop participants were enthusiastic and optimistic about future collaboration and development of community approaches to data sharing. We hope to continue discussion of geobiology data curation challenges and potential strategies at AGU. Outcomes from the workshop are guiding next steps in the SBDC project, led by investigators at the Center for Informatics Research in Science and Scholarship and Institute for Genomic Biology at the University of Illinois, in collaboration with partners at Johns Hopkins University and YNP. Read more