Data Mining/Machine Learning

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J. Stephen Downie
Associate Professor
Graduate School of Library and Information Science
University of Illinois at Urbana-Champaign

Dr. J. Stephen Downie is an Associate Professor at the Graduate School
of Library and Information Science, University of Illinois at
Urbana-Champaign (UIUC). He is Director International Music Information
Retrieval Systems Evaluation Laboratory (IMIRSEL). Professor Downie is
Principal Investigator on the Networked Environment for Music Analysis
(NEMA) and the Music-to-Knowledge (M2K) music data-mining
projects. He has been very active in the establishment of the Music
Information Retrieval and Music Digital Library communities through his
ongoing work with the ISMIR series of MIR conferences as a member of the
ISMIR steering committee.

Fields of Interest: Data Mining/Machine Learning, Text Analysis, Information Retrieval, Libraries/Digital Archives, Collaborative Technologies, Music Cognition

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Drayton C. Benner
Ph.D. student
Near Eastern Languages & Civilizations
University of Chicago

I am a PhD student at the University of Chicago in Northwest Semitic Philology and also do software development for a small company that makes ancient texts available electronically (among other things), having studied computer science and math as an undergrad and worked as a software engineer before turning my attention to semitics.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Mobile Devices, Performance

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Oren Etzioni
Professor
Computer Science & Engineering
University of Washington
http://www.cs.washington.edu/homes/etzioni/

Fields of interest:Data Mining/Machine Learning, Semantic Search

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Richard Whaling
M.S. candidate
Computer Science
University of Chicago

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Computational Linguistics

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Charles M. Cooney
Ph.D.
ARTFL Project

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval

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Ron Zacharski
Assistant Professor
Computer Science
University of Mary Washington
www.zacharski.org

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Computational Linguistics

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Patti O’Shea
Executive Director IT
UChicago Press

Fields of interest: Data Mining/Machine Learning, Information Retrieval, Libraries/Digital Archives, Electronic Literature, Collaborative Technologies

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Beata Beigman Klebanov
Post-doctoral fellow
Kellogg School of Management
Northwestern University
http://www.cs.huji.ac.il/~beata/Blank.html

I am a computational linguist, interested in text analysis from a variety of perspectives — experimental, theoretical, computational, applied. I am particularly interested in viewed text as a collaborative enterprise between the author and the reader, and what this entails in terms of author and reader strategies. I am currently working on political rhetoric from this perspective.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Computational Linguistics, Semantic Search, Music Cognition

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Erin McKean
CEO, Alphabeticall
wordnik.com

Fields of interest: Data Mining/Machine Learning, Text Analysis , Computational Linguistics, Electronic Literature, Semantic Search

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Tom Knab
CIO
College of Arts and Sciences
Case Western Reserve University
http://artsci.case.edu/bakernord/doku.php

I’m interested in working with people developing and implementing the best tools and approaches for supporting digital humanities for research, collaboration and teaching. I have particular interest in networked tools for collaboration and communication. The faculty, students and other scholars associated with our Baker-Nord Center for the Humanities at Case Western Reserve University are using some digital tools and resources, and would like to engage with the burgeoning national digital humanities community.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, GIS/Mapping, Computational Linguistics, Libraries/Digital Archives, Gaming, Mobile Devices, Augmented Reality, Modelling/Simulations, Computational Art, Semantic Search, Performance, Collaborative Technologies, Music Cognition

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Clovis Gladstone
Ph.D. candidate
Romance Languages and Literatures
University of Chicago

Fields of Interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Computational Linguistics, Libraries/Digital Archives, Electronic Literature, Semantic Search, Performance, Collaborative Technologies

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Sarah Schmidt
MSLIS student
Syracuse University

Fields of Interest: Data Mining/Machine Learning, Libraries/Digital Archives, Gaming, Electronic Literature, Computational Art

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Catherine Keich
Graduate Student
Department of Technical Communication
Illinois Institute of Technology

Fields of Interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Information Retrieval, Libraries/Digital Archives, Semantic Search, Collaborative Technologies

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Perpetua Ruiz
M.S.
Business and information Technology
Kennedy-King College

I teach mathematics and programming languages courses.

Field of interest: Data Mining/Machine Learning

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Cheryl Ball
Editor, Kairos: A Journal of Rhetoric, Technology, Pedagogy
English
Illinois State University
www.ceball.com

I’m interested in the intersections of aesthetics and rhetorics in digital texts, with a focus on multimodal, digital scholarship.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Electronic Literature, Computational Art, Semantic Search, Performance

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Robin Valenza
Assistant Professor
English
University of Chicago

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Computational Linguistics, Libraries/Digital Archives, Semantic Search

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Loretta Auvil
Senior Project Coordinator
UIUC
www.seasr.org

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Semantic Search

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Michael Welge
Director, Automated Learning Group
University of Illinois Urbana-Champaign

Field of interest: Data Mining/Machine Learning

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David Mei
Student
UIC

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Gaming, Modelling/Simulations, Computational Art

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Jesus Duran
Undergraduate Student
UIC

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Gaming, Mobile Devices, Augmented Reality, Modelling/Simulations, Electronic Literature, Computational Art, Semantic Search, Performance

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Jason Salavon
Assistant Professor
Dept of Visual Arts/Computation Institute
University of Chicago
http://salavon.com

Fields of interest: Data Mining/Machine Learning, Imaging/Visualization, GIS/Mapping, Gaming, Mobile Devices, Augmented Reality, Modelling/Simulations, Computational Art, Collaborative Technologies

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Michael Jinks
Systems Administrator
Academic Technologies
University of Chicago

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, GIS/Mapping, Computational Linguistics, Gaming, Augmented Reality, Modelling/Simulations, Electronic Literature, Computational Art, Semantic Search, Performance, Collaborative Technologies, Music Cognition

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Kaylea H Champion
Staff
Project Bamboo
www.projectbamboo.org

As the Demonstrator Project Manager for the Bamboo Planning Process, I’m interested in the breadth and depth of digital humanities, with a particular focus on areas where improved coordination, infrastructure, and shareable resources have the potential to better enable research for arts & humanities scholars. I am also the director of Scholarly Technology and Research Computing, part of the central IT group at the University of Chicago.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Information Retrieval, GIS/Mapping, Computational Linguistics, Libraries/Digital Archives, Gaming, Mobile Devices, Augmented Reality, Modelling/Simulations, Electronic Literature, Computational Art, Semantic Search, Performance, Collaborative Technologies, Music Cognition, Cinematic Syntax

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Peter Thorson
Web Admin
Humanities Computing
The University of Chicago
www.zaphoyd.com

My interests lie in simulating highly detailed massively multiuser/player virtual worlds that evolve independently in realtime. I am interested in using these systems to improve the methods that human and AI agents have to interact with each other/the environment and the emergent behavior that results.

Fields of interest: Data Mining/Machine Learning, Gaming, Modelling/Simulations

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Neil Smalheiser
MD-PhD Associate Professor
Psychiatry
UIC
http://arrowsmith.psych.uic.edu

Neuroscientist studying the role of microRNAs and other small RNAs in synaptic plasticity.

Informatics project devoted to developing tools to enhance scientific discovery and collaboration.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Computational Linguistics, Libraries/Digital Archives, Modelling/Simulations, Semantic Search, Collaborative Technologies

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John Tolva
Program Manager
IBM
http://www.ascentstage.com

John Tolva is the Senior Program Manager for Cultural Strategy and Programs for Corporate Citizenship and Corporate Affairs at the Center for IBM Solution Innovation in Chicago. This position combines a knowledge of culture and the humanities with an understanding of IBM’s newest technologies and related business unit needs, markets and objectives.

John holds a Masters in Information Design and Technology from the Georgia Institute of Technology and a Masters in English Literature from Washington University. Mr. Tolva is on the editorial board of the ACM Journal on Computing and Cultural Heritage. He maintains a personal website at www.ascentstage.com.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Computational Linguistics, Libraries/Digital Archives, Gaming, Augmented Reality, Modelling/Simulations, Electronic Literature, Music Cognition

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Eric Gamazon
Staff
Medicine — Human Genetics
University of Chicago

Fields of interest: Data Mining/Machine Learning, Libraries/Digital Archives, Electronic Literature, Semantic Search

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Russell Horton
Programmer/Analyst
DLDC/ARTFL
University of Chicago

Programmer working on text search, machine learning, text mining and text reuse detection in the Humanities.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Computational Linguistics, Libraries/Digital Archives, Semantic Search

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Kathleen Arthur
Librarian
Regenstein Library
University of Chicago

Digital reformatting of books and media, enhancement of digital content for research purposes and archiving of digital content.

Fields of interest: Data Mining/Machine Learning, Information Retrieval, Libraries/Digital Archives

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Daniel Sauter
Assistant Professor
School of Art+Design
University of Illinois at Chicago
http://daniel-sauter.com

Fields of interest: Data Mining/Machine Learning, Imaging/Visualization, GIS/Mapping, Augmented Reality, Computational Art

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Mark Olsen
ARTFL Project
Romance Languages
University of Chicago
http://markvolsen.blogspot.com/

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Libraries/Digital Archives, Semantic Search

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Richard Buchner
President/CEO
Hyde Park Systems Group
www.hydeparksystems.com

We develop software to assist research writers in all diciplines. I am interested in the thought process and methods used by writers. I am also interested in devices other than the PC.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Information Retrieval, Electronic Literature, Semantic Search

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Perry Trolard
Assistant Director
Humanities Digital Workshop
Washington U in Saint Louis
http://hdw.artsci.wustl.edu

The Humanities Digital Workshop is a DH shop in the college’s computing department that supports a variety of projects, to this point primarily electronic scholarly editions. I’m interested in ways to make these editions fruitful for readers & researchers, & in ways to reveal the data they represent through text-analytic & visualization tools.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, GIS/Mapping, Computational Linguistics, Libraries/Digital Archives

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Patricia Hswe
Project Manager for NDIIPP Partner Projects
Graduate School of Library and Information Science
University of Illinois at Urbana-Champaign
http://blog.lis.uiuc.edu/pvw/

I am interested in digital libraries, with special emphasis on metadata issues (creation, standardization, access, semantics, usability); use and users of digital resources; digital collection management and development; and digital project management. Like others in my field, I believe the digital humanities offer scholars at the junior-faculty level many opportunities to do innovative, original research and break from the typically restrictive route to tenure in ways possibly transcending the intellectual gains of the scholarly monograph.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Information Retrieval, Libraries/Digital Archives, Gaming, Electronic Literature, Semantic Search, Collaborative Technologies

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Maojin Jiang
Ph.D. student
Computer Science
Illinois Institute of Technology

On my radar of research interests, there are text/web mining, sentiment/subjectivity analysis, social network analysis, web search, topic- and non topic-based text categorization, computational linguistics, statistical learning, machine learning, AI, etc. More recently, I’m focusing on automatically determining political orientation from political blogs.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Computational Linguistics

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Shlomo Argamon
Associate Professor
Computer Science
Illinois Institute of Technology
http://lingcog.iit.edu

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Computational Linguistics, Semantic Search

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Martin Mueller
Professor of English and Classics
Department of English
Northwestern University
http://panini.northwestern.edu/mmueller

Fields of interest: Data Mining/Machine Learning, Text Analysis

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Daniel Diermeier
Professor
Managerial Economics and Decision Sciences
Kellogg School of Management
Northwestern University

Fields of interest: Data Mining/Machine Learning, Text Analysis

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Eneida Mendonca
MD, PhD
Computation Institute
University of Chicago

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Computational Linguistics, Mobile Devices, Semantic Search

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Worthy Martin
Comp.Sci. & IATH
University of Virginia
www.iath.virginia.edu

Computer Science faculty with half-time research appointment as Associate Director for Technology in the Institute for Advanced Technology in the Humanities at the University of Virginia.
Research interests include image processing, dynamic scene analysis, information retrieval and data structuring, e.g., mark-up and databases (oh, and even some Genetic Algorithms on occasion).

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Information Retrieval, GIS/Mapping, Libraries/Digital Archives

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Jason Rhody
Senior Program Officer
Office of Digital Humanities
National Endowment for the Humanities
http://www.neh.gov/odh

Jason Rhody is a Senior Program Officer in the Office of Digital Humanities (ODH) at the National Endowment for the Humanities (NEH). Previously, he worked in NEH’s Division of Education Programs in support of the EDSITEment project, which facilitates the use of technology and online humanities resources in the K-12 classroom. Jason received his master’s degree in English from the University of Maryland, and his current PhD research examines new media narrative forms within the framework of literary, media, and game studies. Prior to joining the Endowment, he worked at the Maryland Institute for Technology in the Humanities (MITH), contributing to and advising digital humanities projects while teaching courses in literature and digital media.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Libraries/Digital Archives, Gaming, Electronic Literature

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Orion Montoya
Computational Lexicographer
http://mdcclv.com

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Mobile Devices, Computational Art, Collaborative Technologies

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Betsy Kruger
Associate Professor
University Library
University of Illinois Urbana-Champaign
http://www.library.uiuc.edu/blog/digitizedbotw/

Head of digital content creation at University Library.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Information Retrieval, Libraries/Digital Archives, Electronic Literature, Computational Art, Semantic Search

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Roxana Girju
Assistant Professor
University of Illinois at Urbana-Champaign
https://netfiles.uiuc.edu/girju/

I am interested in Computational Linguistics / Natural Language Processing. The focus on my research is on meaning and I attempt to understand the role of semantics and pragmatics in supporting intelligent inference and use this understanding to develop systems that learn and make intelligent inferences in complex domains.
The target areas of application have been Information Extraction and Retrieval, Question Answering, Text Data Mining, Machine Learning, and Machine Translation. More recently I added Language Evolution, Computer Vision, and Bioinformatics.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Information Retrieval, Computational Linguistics, Semantic Search

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Sofia J. Athenikos
Ph.D. Student
College of Information Science and Technology
Drexel University
http://www.pages.drexel.edu/~sj94/

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Information Retrieval, GIS/Mapping, Computational Linguistics, Gaming, Mobile Devices, Augmented Reality, Modelling/Simulations, Computational Art, Semantic Search, Music Cognition, Cinematic Syntax, Artificial Intelligence (Knowledge Representation and Reasoning), Semantic Web (Description Logics, Rules, Ontologies), Visual Analytics, Intelligence and Security Informatics, Conceptual Modeling

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D. Sculley, Ph.D.
Google
www.cs.tufts.edu/~dsculley

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Information Retrieval, Libraries/Digital Archives

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Susan Brown
Director, Orlando Project
English
Universities of Alberta and Guelph
www.ualberta.ca/ORLANDO

Interested in tools and interfaces for literary analysis, markup that supports it, and collaborative systems that would make wide-spread participation in the creation of high-quality online resources possible.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Information Retrieval, GIS/Mapping, Collaborative Technologies

Update: Unable to attend due to illness.

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Dr. Catherine Mardikes
University of Chicago

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Electronic Literature, Semantic Search

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Kenneth Bloom
Ph.D. candidate
Computer Science
Illinois Institute of Technology
http://www.iit.edu/~kbloom1/

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Computational Linguistics

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Tyler Danstrom
Programmer/Analyst
Library
University of Chicago

I work for the library at the University of Chicago

Fields of interest: Data Mining/Machine Learning, Imaging/Visualization, Information Retrieval, Libraries/Digital Archives

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Morgan Elmore
Web & Digital Library Specialist
Center for Research Libraries

I am a web developer and programmer working predominantly on creating search and discovery interfaces for traditional and digitized library materials. CRL digitizes items on-demand for its members and is always on the look-out for ways to increase the discoverability and usefulness of these materials for researchers.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Information Retrieval, Libraries/Digital Archives, Semantic Search, Collaborative Technologies

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Chris Bench
Ph.D. Candidate
English
University of Chicago

Fields of interest: Data Mining/Machine Learning, Text Analysis , Modelling/Simulations, Electronic Literature, Computational Art

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Brad Pasanek
Assistant Professor
English Department
University of Virginia
http://metaphorized.net/

I am a professor of eighteenth-century British literature who practices “distant reading” and text mining. I am busy composing a dictionary that analyzes thousands of metaphors of mind collected from print and electronic editions of Restoration and eighteenth-century prose, plays, and poems. I have assembled, taxonomized, and alphabetized these metaphors in order to give a broad characterization of one aspect of eighteenth-century discourse. Technology enables my approach to discourse, but my research remains situated in the longer tradition of philology and intellectual history.

Fields of interest: Data Mining/Machine Learning, Text Analysis , Libraries/Digital Archives

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Mike Ryan
Undergraduate Student
Mathematics and Computer Science
Duquesne University
www.jgaap.com

Fields of interest: Data Mining/Machine Learning, Text Analysis , Information Retrieval, Semantic Search, Collaborative Technologies

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Stéfan Sinclair
Associate Professor
Communication Studies & Multimedia
McMaster University
http://stefansinclair.name/

Stéfan Sinclair is an Associate Professor of Multimedia. His areas of interest include content analysis and data mining, experimental visualization interfaces, computational linguistics, and database design. He is the creator or co-developer of online Digital Humanities tools such as HyperPo (hyperpo.org), the TAPoR Portal (portal.tapor.ca), the Humanities Visualization Project (humviz.org), and BonPatron (bonpatron.com).

Interests: Data Mining/Machine Learning, Text Analysis , Imaging/Visualization, Information Retrieval, Computational Linguistics, Mobile Devices, Semantic Search, Collaborative Technologies, Serendipity..

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Tim Allen
Programmer/Researcher
Romance Languages and Literatures
University of Chicago

I work for the ARTFL Project at the University of Chicago.

Interests: Data Mining/Machine Learning, Computational Linguistics, Computational Art, Libraries/Archives

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John Noecker Jr.
Undergraduate Student
Computer Science and Mathematics
Duquesne University

I am an undergraduate student at Duquesne University pursuing a double major in Computer Science and Mathematics. For the past year and a half I have been working with Dr. Juola on the Java Graphical Authorship Attribution Package (JGAAP), which I have recently begun to use for more interesting problems, such as the one I will be presenting at the colloquium.

My research interests include text classification, particularly authorship attribution, and machine learning techniques. I also studied classification techniques for speaker verification at the 2008 CLSP Workshop on Human Language Technologies at the Johns Hopkins University. I will graduate in May of 2009 with a B.S. in Computer Science and Mathematics, and hope to go on to study machine learning and text classification at the PhD level next fall.

Interests: Data Mining/Machine Learning, Text Analysis, Computational Linguistics

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Freddrick Logan
Ph.D. candidate
Lewis Department of Humanities
Illinois Institute of Technology
http://freddricklogan.com

I’m a Ph.D. student at the Illinois Institute of Technology. My area of activity is in Technical and Scientific Communications. I’m interested in conducting research in distance learning, open source technology, as well as pedagogy in technological driven environments. My credentials are dynamic, ranging from training in computation, digital media, information technology, communication systems, business applications software and end-user consulting. My research interests for my doctoral degree include open source technology, digital media, and scientific communication. Please visit my website@ http://freddricklogan.com.

Interests: Data Mining/Machine Learning, Imaging/Visualization, Information Retrieval, Libraries/Digital Archives, Augmented Reality, Computational Art, Augmented Reality, Semantic Search, Performance, Collaborative Technologies

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Paul A. Youngman
Associate Professor of German
Center for Humanities, Technology, and Science
University of North Carolina-Charlotte
http://www.htas.uncc.edu

I am an associate professor of German with a primary research focus on the cultural reception of various technologies from the railway to the computer. I am interested in humanities computing as a way of representing my next project rather than the traditional monograph format. I am currently working on developing a joint workshop between my university and a German university dealing with digital humanities.

Interests: Data Mining/Machine Learning, Imaging/Visualization, Augmented Reality, Modelling/Simulations, Electronic Literature

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