All Publications Related to Research Area: Socio-technical Data Analytics
Souden,M. Blake, C., Twidale,M., Anderson,C. Stelmack, J., (2015) Making sense of big data: Online question answering practices supporting healthcare data re-use. 8th Annual Conference on the Science of Dissemination and Implementation: Optimizing Personal and Population Health, December 14-15, 2015, Washington D.C.
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Sherman, G., Blake, C. & Lee, J. (2015) Identifying population characteristics from tables in full text articles, American Medical Informatics Association Symposium, Nov.14-18, 2015, San Francisco, CA.
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Blake, C., Souden,M., Anderson, C.L., Twidale, M., and Stelmack, J.E. (2015) Online Question Answering Practices Supporting Healthcare Data Re-use, Annual Meeting of the American Society for Information Science and Technology (ASIS&T),Nov.6-10th,2015, St Louis, MO.
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Zheng, W. & Blake, C. (2015) Using distant supervised learning to identify protein subcellular localizations from full-text scientific articles, Journal of Biomedical Informatics, 57, 134-144. http://dx.doi.org/10.1016/j.jbi.2015.07.013
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Evans, C., Diesner, J. and Blake, C. (2015), Email Data Analysis as an Alternate Lens into Historical Events, HASTAC Conference,May 27-30, 2015, Lansing, MI,.
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Blake, C. (2015). Biological responses to chemical exposure: Case studies in how to manage ostensible inconsistencies using the Claim Framework. In C.Hewitt & J.Woods (Eds.), Inconsistency Robustness (Studies in Logic)(Vol.52).
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Gabb, H., Blake, C., & Lucic, A. (2015, March). A Method to Automatically Identify the Results from Journal Article. Paper presented at the 2015 iConference, Newport Beach, CA.
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Blake, C. (2015, March). Evidence-based Discovery. Paper presented at the 2015 iConference, Newport Beach, CA.
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Lee, J., & Blake, C. (2014, October). Information integration: a case study of air quality in Chicago and St Louis. Poster presented at ASIS&T 2014, Seattle, WA.
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Gabb, H. A., & Blake, C. (2014, October). Parameter tuning: Exposing the gap between data curation and effective data analytics. Poster presented at ASIS&T 2014, Seattle, WA.
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Stoytcheva, S., Cohen, D., & Blake, C. (2014, October). Exploring cultural differences in language usage: the case of negation. Poster presented at ASIS&T 2014, Seattle, WA.
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Blake, C., & Guo, J. (2014, October). Information behaviors at the edge of reason: the role of uncertainty, science, and culture on environmental policy. Poster presented at ASIS&T 2014, Seattle, WA.
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Anderson , C. L. (2014, October). Combat Librarian: Knowledge Management in Iraq. Poster presented at ASIS&T 2014, Seattle, WA.
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Blake, C. (2014, July). Biological responses to chemical exposure: Case studies in how to manage ostensible inconsistencies using the Claim Framework. Paper presented at Inconsistency Robustness 2014, Stanford, CA.
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Lucic, A., & Blake, C. (2014, March). Automatically Summarizing Medical Literature Using Comparative Sentences Structure. Poster presented at the 2014 GSLIS Research Showcase, Champaign, IL.
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Blake, C. (2013, October). Using the Claim Framework to Synthesize Evidence and Accelerate Scientific Discovery. Presentation at Share the Vision 2013, Champaign, IL.
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Stanton, J., Palmer, C. L., Blake, C., & Allard, S. (2013). Interdisciplinary data science education. In N. Xiao & McEwen (Eds.), Special Issues in Data Management (pp. 97–113). Washington, D.C.: American Chemical Society.
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Lucic, A., & Blake, C. L. (2013). A syntactic characterization of authorship style surrounding proper names. Literary and Linguistic Computing. Advance online publication. doi: 10.1093/llc/fqt033
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Blake, C. (2013, June). Living on the Edge of Science: A Pilot Study of Concept Formation in Toxicology Literature. Presented at the Carnegie Mellon Symposium on Cognitive Systems and Discovery Informatics, Moffett Field, CA.
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Blake, C. (2014, March). Socio-technical Data Analytics. Presentation at the 2014 GSLIS Research Showcase, Champaign, IL.
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Twidale, M., Blake, C., & Gant, J. (2013, February). Towards a data literate citizenry. Paper presented at the iSchool conference Fort Worth, TX, 247-257.
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Blake, C., Stanton, J., & Saxenian, A. (2013, February). Filling the Workforce Gap in Data Science and Data Analytics. Workshop at the iConference, Fort Worth TX.
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Hoon Park, D., & Blake, C. (2012, July) Identifying comparative sentences in full-text scientific articles. In Proceedings of the Association of Computational Linguistics, Workshop on Detecting Structure in Scholarly Discourse (pp. 1-9), Jeju, South Korea.
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AbdelRahman, S. E., & Blake, C. (2012, June). UIUC_RuleBased: Sbdlrhmn: A rule-based human interpretation system for semantic textual similarity task. Workshop on Semantic Evaluation at SemEval 2012: Semantic Evaluation Exercises, Montreal, Canada.
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Sacchi, S., & McDonough, J. P. (2012). Significant Properties of Complex Digital Artifacts: Open Issues from a Video Game Case Study [poster]. In Proceedings of the 2012 iConference (pp. 572-573). ACM. doi:10.1145/2132176.2132293
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Efron, M. (2011). Information Search and Retrieval in Microblogs. Journal of the American Society for Information Science and Technology, 62(6), 996-1008. doi:10.1002/asi.21512
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Blake, C. L. (2011). Text mining. Annual Review of Information Science and Technology, 45, 121-155. doi:10.1002/aris.2011.1440450110
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Efron, M. & Winget, M. (2010, October 22-27). Questions are content: A taxonomy of questions in a microblogging environment. Proceedings of the Annual Meeting of the American Society for Information Science & Technology (ASIS&T), October 22-27, 2010, Pittsburgh, PA.
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McDonough, J., Olendorf, R., Kirschenbaum, M., Kraus, K., Reside, D., Donahue, R., Phelps, A., Egert, C., Lowood, H., & Rojo, S. (2010). Preserving Virtual Worlds Final Report. Urbana, IL: University of Illinois.
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Efron, M. (2010, July). Hashtag retrieval in a microblogging environment. Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval, 787-788.
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Efron, M. (2010). Linear time series models for term weighting in information retrieval. Journal of the American Society for Information Science and Technology, 61(7), 1299-1312. doi:10.1002/asi.v61:7
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Efron, M., & Winget, M. (2010). Query polyrepresentation for ranking retrieval systems without relevance judgments. Journal of the American Society for Information Science and Technology, 61(6), 1081-1091. doi:10.1002/asi.21310
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Blake, C., Zheng, W., Painter, K., & Weyerhaeuser, W. (2010) The Role of Semantics in Recognizing Textual Entailment. Paper presented at the Text Analysis Conference (TAC) 2010 Recognizing Textual Entailment Track (RTE-6), Gaithersburg, MD.
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Blake, C. (2010) Beyond genes, proteins, and abstracts: Identifying scientific claims from full-text biomedical articles. Journal of Biomedical Informatics, 43(2), 173-189. doi:10.1016/j.jbi.2009.11.001
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Zheng, W., & Blake, C. (2010, February). Automatic extraction of location relations from text. Poster from iConference 2010. Champaign, IL.
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Lowood, H., McDonough, J., Frick, C., & Renear, A. (2009). “Digital Curation of Humanistics, Multimedia Materials: Lessons Learned and Future Directions” (Panel abstract), Proceedings of DigCCurr 2009: Digital Curation – Practices, Promise & Prospects, ed. Helen R. Tibbo, et al. (Chapel Hill: School of Library and information Science, Univ. of North Carolina, 2009; distributed by Lulu Press): 42-43.
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McDonough, J. (2009). “How will we preserve virtual worlds?” in Bart De Nil & Jeroen Walterus (Eds.), Nieuwe Perspectieven voor Digitaal Erfgoed. Brussel: Pharo Publishing.
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Unsworth, J. M. (2008.). University 2.0. In R. N. Katz (Ed.), The tower and the cloud. Washington: EDUCAUSE.
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Unsworth, J. M. (2007). Cyberinfrastructure and Open Standards, Methods, and Communities. Presented at the Annual Convention of the Modern Language Association, Chicago.
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Blake, C. (2007). In support of e-science - Shifting from information retrieval to information synthesis, [Workshop Abstract] 2007 Microsoft eScience Workshop at RENCI. Chapel Hill, NC.
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Blake, C. (2007) The role of sentence structure in recognizing textual entailment. Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing, p101-6. Prague, Czech Republic.
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Blake, C., & Pratt, W. (2006). Collaborative information synthesis I: A model of information behaviors of scientists in medicine and public health. Journal of the American Society for Information Science and Technology, 57(13), 1740-1749.
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Blake, C., & Pratt, W. (2006). Collaborative information synthesis II: Recommendations for information systems that support synthesis activities. Journal of the American Society for Information Science and Technology, 57(14), 1888-95.
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Blake, C. (2006). A Comparison of Document, Sentence and Term Event Spaces, In Proceedings of the Joint 21st International Conference on Computational Linguistics (COLING) and the 44th Annual Meeting of the Association for Computational Linguistics (ACL), p601-8, Sydney, Australia.
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