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A Two-Level Adaptive Visualization for Information Access to Open-Corpus Educational Resource

by: Jae-Wook Ahn, Rosta Farzan, and Peter Brusilovsky

In: Workshop on Social Navigation and Community-Based Adaptation Technologies at AH'2006 (2006) .

Resources (URL, PDF, PS...)

URL:	http://www.sis.pitt.edu/\%7Epaws/SNC\_BAT06/crc/ahn.pdf

The labyrinthine abundance of educational resources on the Web has greatly expanded the challenge of helping students find, organize, and use resources that will best match their individual goals, interests, and current knowledge. Map-based navigation, using technologies such as the Self-Organizing Maps SOM, is one solution to this growing challenge. However, as the number of documents organized by SOM increases, the number of documents within each cell becomes too large for the user to make meaningful choices, overwhelming his ability to make accurate decisions. Combining interactivity with the ability to organize a large number of documents, we have developed two-level heterogeneous maps that are augmented with social navigation support. We implemented our idea within the Knowledge Sea II system and ran a pilot study using this system in an Information Retrieval course.

BibTeX record

@inproceedings{citeulike:699794,
  abstract = {The labyrinthine abundance of educational resources on the Web has
greatly expanded the challenge of helping students find, organize, and use resources
that will best match their individual goals, interests, and current knowledge.
Map-based navigation, using technologies such as the Self-Organizing
Maps (SOM), is one solution to this growing challenge. However, as the number
of documents organized by SOM increases, the number of documents
within each cell becomes too large for the user to make meaningful choices,
overwhelming his ability to make accurate decisions. Combining interactivity
with the ability to organize a large number of documents, we have developed
two-level heterogeneous maps that are augmented with social navigation support.
We implemented our idea within the Knowledge Sea II system and ran a
pilot study using this system in an Information Retrieval course.},
  added-at = {2009-07-01T11:12:30.000+0200},
  author = {Ahn, Jae-Wook and Farzan, Rosta and Brusilovsky, Peter},
  biburl = {http://www.bibsonomy.org/bibtex/2a2f84056684c92e429b549b5a6dd44ad/brusilovsky},
  booktitle = {Workshop on Social Navigation and Community-Based Adaptation Technologies at AH'2006},
  citeulike-article-id = {699794},
  editor = {Brusilovsky, Peter and Dron, John and Kurhila, Jakko},
  interhash = {4580a7692e31bc83cee3a3b0ef7f8b4f},
  intrahash = {a2f84056684c92e429b549b5a6dd44ad},
  keywords = {e-learning implicit-feedback information-visualization snc\_bat2006 social-navigation},
  organization = {NCI},
  posted-at = {2006-06-18 11:28:45},
  priority = {0},
  timestamp = {2009-07-01T11:12:30.000+0200},
  title = {A Two-Level Adaptive Visualization for Information Access to Open-Corpus Educational Resource},
  url = {http://www.sis.pitt.edu/\%7Epaws/SNC\_BAT06/crc/ahn.pdf},
  year = 2006
}

Endnote record

%0 Conference Paper
%1 citeulike:699794
%A Ahn, Jae-Wook
%A Farzan, Rosta
%A Brusilovsky, Peter
%B Workshop on Social Navigation and Community-Based Adaptation Technologies at AH'2006
%D 2006
%E Brusilovsky, Peter
%E Dron, John
%E Kurhila, Jakko
%K 
%T A Two-Level Adaptive Visualization for Information Access to Open-Corpus Educational Resource
%U http://www.sis.pitt.edu/\%7Epaws/SNC\_BAT06/crc/ahn.pdf
%X The labyrinthine abundance of educational resources on the Web has
greatly expanded the challenge of helping students find, organize, and use resources
that will best match their individual goals, interests, and current knowledge.
Map-based navigation, using technologies such as the Self-Organizing
Maps (SOM), is one solution to this growing challenge. However, as the number
of documents organized by SOM increases, the number of documents
within each cell becomes too large for the user to make meaningful choices,
overwhelming his ability to make accurate decisions. Combining interactivity
with the ability to organize a large number of documents, we have developed
two-level heterogeneous maps that are augmented with social navigation support.
We implemented our idea within the Knowledge Sea II system and ran a
pilot study using this system in an Information Retrieval course.

BibSonomy :: publication ::

A Two-Level Adaptive Visualization for Information Access to Open-Corpus Educational Resource

Resources (URL, PDF, PS...)

Abstract

BibTeX record

Endnote record