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Hi- i did my master's and ph.D on novices versus experts in Architecture-- another domain that hierarchy of pen weights represent 3D.

Attaches is a paper on this from an edited book by John Gero & B. Tversky. There are also others on my website: www.scienceassistments.org.

Also, I am attaching a list of references from my theses taht may be relevant as well as a ppt that I gave at Google in Jan '11 on the topic of reasoning in spatial domains. Please cite these if you make use of them.

Thanks!



Janice

Janice D. Gobert, Ph.D.
Associate Professor of Psychology & Learning Sciences
Social Sciences & Policy Studies Dept.
    and Computer Science Dept.
Co-Director of the Learning Sciences & Technologies Graduate program

Addresses:
Salisbury Laboratories Room 317D (office); Salisbury Labs Rooms 112, 113, 133 (software engineering labs; graduate student offices)
Worcester Polytechnic Institute
Worcester, MA 01609
ph: 508.831.5619 (office); 508-831-4182, -4183, -6618 (labs)

Project website, see http://www.scienceassistments.org/
Personal website seehttp://www.wpi.edu/Academics/Depts/SSPS/People/jg1.html
________________________________
From: Frank D. Granshaaw [[log in to unmask]]
Sent: Saturday, February 12, 2011 10:42 AM
To: [log in to unmask]
Subject: Re: novice versus expert visual cognition in the field


Ann...


I am less than 2 weeks from defending my dissertation on the design and use of virtual field environments in teacher education in geology, so the question you are asking is a familiar one.  Though I don't remember the specific research that you are talking about, here are a few references for some similar research.


Callahan, C. N., Petcovic, H., Baker, K., M., and Libarkin, J., 2009, TRACKING EXPERT AND NOVICE GEOCOGNITION DURING FIELD MAPPING, Geological Society of America Annual Meeting: Portland, OR, Geological Society of America.

Choi, C., 2010, Expert Education - A field study tries to see how expertise can be taught to novices, Scientific American, Nature America.

Petovic, H. L., Libarkin, J. C., and Baker, K. M., 2009, An Empirical Methodology for Investigating Geocognition in the Field: Journal of Geoscience Education, v. 57, no. 4, p. 316-328.

Riggs, E. M., 2009, Assessing Learning Outcomes in Field Geology Instruction, GSA Annual Meeting: Portland, OR.

Most of this list involves studies of student / geologist navigation in the field, though I do remember some of these folks talking about doing some eye tracking work as part of their work.  The Choi article, though gray literature, is probably most germane to what you are interested in.  The article is about some eye-tracking work involving student fieldwork being done by the folks at Rochester Institute of Technology - Center for Imaging Science.  While they have yet to publicize a journal article on this work, they do have a website describing the project < http://www.rit.edu/news/story.php?id=47600 >.  The person I talked with there was Jeff Pelz.  One other possible source of information would be the Spatial Cognition Conference that took place here in Oregon in 2010  < http://www.spatial-cognition-2010.com/ >.  Apparently during that conference there were a couple of talks that were given that are related to your question...


Josh Cohen (a doctoral student for ASU) presented results from eye-tracking experiments involving undergraduates and experts examining field photographs.


Ken Forbus (Northwestern U) discussed novice and expert sketching of geologic features from an outcrop photo.


This was a conference I wasn't able to attend it, so I'm not sure if either of these folks have done any work with eye-tracking in the field, or if anyone talked about this during the conference.  But this might be another avenue to investigate.


Hope this helps


Cheers

Frank G.


Frank D. Granshaw

Earth Science Instructor

Portland Community College

Sylvania Campus

Portland, OR

503-977-8236

----- Original Message -----
From: Anne Marie Ryan
Date: Saturday, February 12, 2011 4:15 am
Subject: novice versus expert visual cognition in the field
To: [log in to unmask]

> Folks,
>
> I am looking for a paper comparing visual cognition in a
> field setting. The research I remember used goggles to track
> what feature someone looked at and for how long. Two images
> stood out: they showed the same landscape with dots overlain
> to highlight what an expert focused on versus a more erratic
> wandering of the eye by a novice learner. However, I cannot
> remember where I saw this, and I can't find it in JGE or my
> fall AGU notes.
>
> Your help tracking this down would be appreciated.
> Thanks,
> Charly
> -------------------------------------------------------------
> Charly (Carl-Georg) Bank, PhD
> Senior Lecturer and Associate Chair (Undergraduate Studies)
> Department of Geology, University of Toronto
> 22 Russell Street, Toronto, ON M5S 3B1
> office: room 2107
> phone: +1 - 416 - 978-4381
> email: [log in to unmask]
> Anne Marie Ryan, PhD
> Senior Instructor, Earth Sciences Department
> Cross-appointed: Environmental Science
> Dalhousie University, Halifax, N.S. Canada B3H 3J5
> Phone: 902-494-3184 Fax: 902-494-6889
> www.earthsciences.dal.ca
>