Interactive SIGHT into information graphics

Information graphics (such as bar charts and line graphs) play a vital role in many multimodal documents. Unfortunately, visually impaired individuals who use screen reader programs to navigate through such documents have limited access to the graphics. This paper presents the Interactive SIGHT (Summarizing Information GrapHics Textually) system that provides visually impaired individuals with the high-level knowledge that one would gain from viewing graphics in electronic documents. The current system, which is implemented as a browser extension, works on simple bar charts. Once launched by a keystroke combination, Interactive SIGHT first provides a brief initial summary that conveys the underlying message of the bar chart along with the chart's most significant features. The system is then able to generate history-aware follow-up responses that provide further information upon request from the user. User evaluations with sighted and visually impaired users showed that the initial summary and follow-up responses are very effective in conveying the informational content of graphics and that the system interface is easy to use.

[1]  Julie A. Jacko,et al.  Programmer-focused website accessibility evaluations , 2005, Assets '05.

[2]  Mary Ellen Foster,et al.  Assessing the Impact of Adaptive Generation in the COMIC Multimodal Dialogue System , 2005 .

[3]  Andrea R. Kennel Audiograf: a diagram-reader for the blind , 1996, Assets '96.

[4]  Johanna D. Moore,et al.  Indexing and Exploiting a Discourse History to Generate Context-Sensitive Explanations , 1993, HLT.

[5]  Rada Mihalcea,et al.  Unsupervised graph-based word sense disambiguation , 2009 .

[6]  David A. Duce,et al.  GraSSML: accessible smart schematic diagrams for all , 2007, Universal Access in the Information Society.

[7]  Nancy Green,et al.  A Model of Perceptual Task Effort for Bar Charts and its Role in Recognizing Intention , 2006, User Modeling and User-Adapted Interaction.

[8]  Steven F. Roth,et al.  Mapping communicative goals into conceptual tasks to generate graphics in discourse , 2001, Knowl. Based Syst..

[9]  Kim Marriott,et al.  Tactile chart generation tool , 2008, Assets '08.

[10]  Nancy Green,et al.  Towards generating textual summaries of graphs , 2001, HCI.

[11]  Daniel L. Chester,et al.  Getting Computers to See Information Graphics So Users Do Not Have to , 2005, ISMIS.

[12]  Jennifer Chu-Carroll,et al.  MIMIC: An Adaptive Mixed Initiative Spoken Dialogue System for Information Queries , 2000, ANLP.

[13]  Marilyn A. Walker,et al.  Generation and evaluation of user tailored responses in multimodal dialogue , 2004 .

[14]  M. J. Morgan,et al.  Evaluation of Long Descriptions of Statistical Graphics for Blind and Low Vision Web Users , 2002, ICCHP.

[15]  Sergey Brin,et al.  The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.

[16]  Ingrid Zukerman,et al.  A Probabilistic Framework for Recognizing Intention in Information Graphics , 2005, IJCAI.

[17]  M. Corio,et al.  Generation of texts for information graphics , 1999 .

[18]  James L. Alty,et al.  Exploring the use of structured musical stimuli to communicate simple diagrams: the role of context , 2005, Int. J. Hum. Comput. Stud..

[19]  Peng Wu,et al.  A Browser Extension for Providing Visually Impaired Users Access to the Content of Bar Charts on the Web , 2018, WEBIST.

[20]  Kathleen F. McCoy,et al.  Generating Textual Summaries of Bar Charts , 2008, INLG.

[21]  Kenneth E. Barner,et al.  A user study on tactile graphic generation methods , 2006, Behav. Inf. Technol..

[22]  Stephanie Elzer Schwartz,et al.  Information graphics: an untapped resource for digital libraries , 2006, SIGIR.

[23]  Gitte Lindgaard,et al.  Improving accessibility to statistical graphs: the iGraph-Lite system , 2007, Assets '07.

[24]  Stephen A. Brewster,et al.  Web-based haptic applications for blind people to create virtual graphs , 2003, 11th Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, 2003. HAPTICS 2003. Proceedings..

[25]  Ingo Redeke,et al.  Image & Graphic Reader , 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).