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Track: Discovery, Capture & Creation |
The Net Benefits of KDD: Converting Commercial Applications into Research Tools I (SIG STI, CRS)(2 part session; continues at 11:00 am) Knowledge discovery in databases (KDD) involves
extracting useful knowledge from volumes of data. In business, KDD uncovers knowledge about critical markets, competitors, and customers; in manufacturing, KDD helps discover performance and optimization opportunities.
What can KDD do for document representation and information retrieval? How can we use KDD techniques and methods to discover knowledge about information and its users? The panel speakers will report findings from their
new research projects that used KDD techniques and methods to explore linguistic patterns in documents, semantic relations in metadata, and knowledge networks buried in research publications. Through presentations of
KDD applications, we will discuss two major issues in KDD related to information retrieval systems:
- What are the unique problems in applying KDD in IR research? This question addresses the uniqueness of text data, including bibliographic data (or metadata) types and the complexity of knowledge networks as
represented in documents and their metadata.
- What other techniques and methods, besides statistics, can we use to discover useful knowledge for improving or innovating IR systems?
While the KDD field is still in its infancy, this panel will offer a different view on what has been done in IR research and in improving and innovating IR systems. Henry Small
, Institute for Scientific Information. Extracting Knowledge from Citation Networks. Don Swanson, University of Chicago. Implicit Text Linkages in MEDLINE as an Aid to Scientific
Discovery Moderator: Linda Smith, University of Illinois at Urbana-Champaign. |
Track: Classification and Representation |
Knowledge Management in Three Institutional Settings (SIG CR)The creation, representation and organization of different kinds of knowledge within different institutional cultures has evolved from different assumptions and
responds to different kinds of user needs. Nevertheless, in today's information intensive world, information professionals need to recognize commonalities and to integrate ideas from new sources into all our
information organizations and systems. This session brings together the diverse information worlds of archives, museums, and libraries. The three presenters represent culturally distinct institutions with
long and healthy histories of knowledge management techniques and theories. Their papers complement each other and provide energizing ideas for all areas of information work. Barbara Craig
, University of Toronto. Archaeology, Sociology and PhilosophyPerspectives on Archives as Knowledge Hope Olson, University of Alberta. The Culture of Library Catalogues:
Classification and Subversion Steven Shubert, North York Public Library, Toronto. Elements of Museum Classification Moderator: Clare Beghtol, University of Toronto
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Track: Information Retrieval |
How we Search: The Web (Contributed Papers)Marilyn Domas White
, University of Maryland, and Mirja Iivonen, University of Oulu (Finland). Factors Influencing Web Search Strategies Chun Wei Choo
, Brian Detlor, and Don Turnbull, all University of Toronto. Information Seeking on the Web An Integrated Model of Browsing and Searching Craig Scull, Allen Milewski, and
David Millen, all City University of New York. Envisioning the Web: User Expectations about the Cyber-experienceModerator: Paula Galbraith, Solutia |
Track: Knowledge Dissemination |
Digital IDs and Codes (Contributed Papers)David L. Austin , University of Illinois at Chicago. A Proposal for an International Standard Object Number Ari Palttala, VTLS.
Unicode Support in Integrated Library SystemsModerator: Peter Noerr, EduLib |
Track: Cultural, Social & Behavioral |
Digital Library (DL) Use: Social Practice in Design And Evaluation
Effective DLs must be designed and evaluated with a sensitivity to how knowledge is created and understood, and work is done, in a context of knowledge communities, which share practices and tools. DL use is a
sociallyembedded process. DL creation is likewise a complex social process.The DL world is a dynamic and inherently tense combination of designers, users, and social scientists. Institutional forces shape the
role that each group plays in DL creation and use and, conversely, DLs impact the institutional circuitry through which knowledge flows. How can we understand knowledge production, knowledge and work communities,
and DL creation and use in ways that will help us better articulate design and use of DLs? Panelists in this session will present social perspectives on DL design and evaluation, based on their own research on
information systems and social practice. This panel will take a socially grounded approach to understanding DLs; to identify and discuss major issues that arise from this approach, and, more generally, from the
social nature of DLs; and consider implications for the design and evaluation of DLs. Creating a DL requires more than engineering a pivotal question guiding the panel will be: how can details of social practices
related to DLs be articulated? And how do these details help developers move systems into general use? Ann P. Bishop, University of Illinois at UrbanaChampaign Christine L. Borgman
, University of California, Los Angeles Nancy Van House, University of California, Berkeley Vicki O'Day, University of California, Santa Cruz Bonnie A. Nardi, AT&T Labs West
Moderator: Ann Bishop, University of Illinois at Urbana-Champaign |
BONUS SESSION |
The Sound of Information: Auditory Browsing and Audio Information Retrieval
(SIG VIS)Audio documents and files can act as an aid in information retrieval and data exploration. Research in intelligent interactive systems
to support auditory information seeking and browsing has great potential for persons with visual disabilities and for the sighted. Such systems transform information across modalities, allowing visual attentiveness to
be used elsewhere and allowing the audio to convey information in addition to the graphical display. This panel session will provide a broad perspective on the challenges and potential embodied in audio information.
The panelists will discuss facets of the retrieval of audio information as well as the use of audio for data exploration and browsing. Topics to be covered will include the current state of audio retrieval and
audio navigation as well as properties and characteristics of sound which may be exploited for retrieval, browsing and exploration. Stephen Downie, University of Illinois. Access to Music Information:The
State of the Art Marilyn Tremaine, Drexel University. Audio Browsing Tools and Audio Interfaces Myke Gluck, Florida State University Use of Sound for Data Exploration. Moderator:
Abby Goodrum, Drexel University |
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