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The paper focuses on presenting and exploring the possibility of realizing \u201c<jats:italic>learning<\/jats:italic>\u201d assistance in Int.CAD by introducing a new concept called <jats:italic>Shared Learning. Shared Learning<\/jats:italic> is proposed to empower CAD tools with more useful learning capabilities than that currently available and thereby provide a stronger interaction of learning between a designer and a computer. \u201cControlled\u201d computational learning is proposed as a means whereby the <jats:italic>Shared Learning<\/jats:italic> concept can be realized. The viability of this new concept is explored by using a system called PERSPECT. PERSPECT is a preliminary numerical design tool aimed at supporting the effective utilization of numerical experiential knowledge in design. After a detailed discussion of PERSPECT's numerical design support, the paper presents the results of an evaluation that focuses on PERSPECT's implementation of \u201ccontrolled\u201d computational learning and ability to support a designer's need to learn. The paper then discusses PERSPECT's potential as a tool for supporting the <jats:italic>Shared Learning<\/jats:italic> concept by explaining how a designer and PERSPECT can jointly learn. There is still much work to be done before the full potential of <jats:italic>Shared Learning<\/jats:italic> can be realized. However, the authors do believe that the concept of <jats:italic>Shared Learning<\/jats:italic> may hold the key to truly empowering learning in Int.CAD.<\/jats:p>","DOI":"10.1017\/s0890060400001335","type":"journal-article","created":{"date-parts":[[2010,3,31]],"date-time":"2010-03-31T09:45:57Z","timestamp":1270028757000},"page":"83-100","source":"Crossref","is-referenced-by-count":8,"title":["Sharing the learning activity using intelligent CAD"],"prefix":"10.1017","volume":"10","author":[{"given":"Sandra M.","family":"Duffy","sequence":"first","affiliation":[]},{"given":"Alex H.B.","family":"Duffy","sequence":"additional","affiliation":[]}],"member":"56","published-online":{"date-parts":[[2009,2,27]]},"reference":[{"key":"S0890060400001335_ref050","unstructured":"Reich Y. (1991). Building and Improving Design Systems: A machine learning approach. 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