CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

authors Carrara, G., Kalay Y.E. and Novembri, G.
year 1992
title Multi-modal Representation of Design Knowledge
source CAAD Instruction: The New Teaching of an Architect? [eCAADe Conference Proceedings] Barcelona (Spain) 12-14 November 1992, pp. 55-66
summary Explicit representation of design knowledge is needed if scientific methods are to be applied in design research, and if computers are to be used in the aid of design education and practice. The representation of knowledge in general, and design knowledge in particular, have been the subject matter of computer science, design methods, and computer-aided design research for quite some time. Several models of design knowledge representation have been developed over the last 30 years, addressing specific aspects of the problem. This paper describes a different approach to design knowledge representation that recognizes the multimodal nature of design knowledge. It uses a variety of computational tools to encode different kinds of design knowledge, including the descriptive (objects), the prescriptive (goals) and the operational (methods) kinds. The representation is intended to form a parsimonious, communicable and presentable knowledge-base that can be used as a tool for design research and education as well as for CAAD.
keywords Design Methods, Design Process Goals, Knowledge Representation, Semantic Networks
series eCAADe
email kalay@ced.berkeley.edu
full text file.pdf (953,549 bytes)
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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ascaad2014_009g5, 1f56, caadria2016_809g34, 1cd3, 3c2f, caadria2015_069r8, bb71, 0879, 8b3b, 5d93, 3f5c, acadia16_362o22, c748, acadia14_517r, 4fa3, cc90, 531b, acadia14projects_565s, b25d, ecaade2014_071y16, b0b0, caadria2017_155n39, ijac201412305r2, abf2, a5bb, fa31, 7b3b, 3f05, 8a6c, a5f3, f435, ecaade2015_248o56, cdcb, d06f, 311f, 42ff, 48c8, a69c, ijac201412205z3, ascaad2014_011x5, 1cdf, e790, sigradi2013_158v, 194a, 8394, e565, ce78, 4559, 1773, c1bd, sigradi2016_614u, 0475, 9cb4, a52a, dd9c, 81bd, 723e, 7dba, b17f, 9d9c, f7cc, acbe, ba4b, 8a2d, 9be2, 32d0, a639, ef02, 25ab, 93af, cb97, 3c73, bdf7, 6dfe, 56eb, 67c3, 91c2, c2bc, ffdc, 5a2f, 385a, 61ad, e9df, e42a, df00, f972, fe45, sigradi2016_450a, acadia14_125ag, ijac201513103a3, 3a6a, d9b2, a6c8, 31c6, 59a3, 418b, cb01, bd12, f971, ecaade2014_094m22, 2701, 2263, a566, 01ba, d2a4, 95de, 5d45, 20a9, fc84, f655, 7ad9, f08f, ijac201614303p2, 5432, ecaade2014_070n16, 1717, 286e, 8553, ec08, ecaade2016_077p22, 4690, 1d1a, bf9b, 98a3, 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ecaade2016_128h35, 3c57, 2b5e, ecaade2014_018y4, 8d33, cc09, 3915, a801, 76a3, 9d29, 3ff7, 9092, 2eb4, 200d, 4750, f296, 7ed6, 5015, 5ca4, 1bc2, bc5a, caadria2015_073i10, d73b, 4c9d, sigradi2014_074d6, df0a, ad64, sigradi2015_3.11d2, 22d2, 4948, 5a74, d9b3, 1c26, ascaad2014_019j3, 87f1, c54b, f4d4, 6b7e, 7006, bc95, e2d6, 7579, 4684, d596, 9942, 59a1, sigradi2016_710cc, 95e2, ecaade2016_193p51, f599, efd7, 9fc0, 3836, 7c69, 5d26, b1b2, 77cc, c0fb, e321, 4770, be02, ead5, 939a, 8782, 523e, 8c83, e569, b218, ecaade2014_021v5, d075, b63c, 1775, 65b3, 0419, 6200, fdcb, a1c0, 600f, 5016, fbf9, 13ef, 2a1c, sigradi2015_12.259w27, ac93, 8385, ascaad2016_005e3, d500, 1ef9, 52a5, c2cc, 9c08, ecaade2015_256d58, 504c, f930, fa32, f4ac, 026e, f9eb, 8bac, cdcc, d5e2, d6dd, 7651, b49c, ijac201614101b1, 984c, 0642, 6ba2, 90e0, acadia14projects_719l, aeeb, caadria2016_033x2, sigradi2014_036v2, c48d, c08c, acadia14_199ae, 07b6, caadria2016_683l29, ascaad2014_005y2, 622f, 712f, ca71, ascaad2016_007z3, 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f5dd, ijac201412203c2, e54e, d961, 0479, caadria2017_005m3, 3f0d, caadria2015_090f15, 06ff, 263f, 6f97, acadia14_473ad, 5bd2, 30f4, caadria2015_070c9, db68, sigradi2016_815w, 4d7c, 15db, 96c2, 6830, 8be1, e2f6, be18, 5802, a2a0, ecaade2014_038t9, 66db, 90c9, 2e8f, e598, ijac201614309k6, 8f5c, b358, 7f7a, 7cd6, 5858, f94c, ecaade2014_065b15, 6f75, b896, 9030, 13ad, 06d8, caadria2016_197n9, ae76, 3a03, f369, 17ba, cae2, 9637, caadria2016_045k3, e168, f596, 7ae4, 8427, 2fb8, 795e, ascaad2016_059m23, 17ec, sigradi2014_345x8, 4a49, dcec, 7ea0, 0ab3, cf2d, 6ba5, de0e, 280c, e1e7, a707, 53c6, cf03, 7eb0, 3b92, 5f26, 4167, d34c, 4dff, a0d2, 4e84, f479, 3342, 924b, sigradi2015_3.43l2, 64a6, d84d, e165, caadria2015_185k27, bff3, 23cc, caadria2015_208f31, 18c9, b08c, ecaade2014_218p55, be0b, acadia14_117av, 8617, ecaade2015_152u31, 6398, ascaad2016_042c17, 19bb, 1ee3, 3ef2, ijac201614203t8, ecaade2014_139g31, 98e5, ijac201513201f6, 0fb7, c761, c9e3, 60c2, caadria2016_611b26, 305b, 1ffc, ijac201614201a6, 03b1, acadia15_431l18, ecaade2015_87t17, 0c5a, ae8a, c568, 2df3, 1b71, caadria2015_156l24, 8866, ad0c, fa23, 44ea, 33cd, ecaade2015_83r16, c3e9, d664, 6358, dc65, 7def, ecaade2014_086m20, aa40, 698b, f5cc, caadria2015_126a21, cde4, sigradi2013_286, ecaade2014_070h16, 3391, 2314, 1ff4, 4d0b, caadria2017_030c11, fd3d, 0e5e, 1bf1, 222f, def7, 6fb5, 284e, 36a3, f842, db77, c755, 6be2, 0871, 81f4, 857b, 6dc0, 515e, e5b4, 77e5, ccc5, 3185, acadia15_431j18, 16fe, aa9b, 6a92, 3758, 4733, 9960, 02f5, 2f98, fba3, 9e90, ecaade2015_64e13, 5f94, f1ea, 8f67, be32, 662b, 81b3, acadia16_280p17, f4df, caadria2017_136m36, acadia15_431n18, 93c2, 7c90, 970f, acadia14_565w, 0e08, a2df, 3423, 9826, 8d27, a70b, 55ba, 5ea2, 9499, 52e9, ecaade2016_072m20, 2c6d, 767c, 5e6c, 08dc, bcd5, 0fcb, 142f, 5b5a, a347, caadria2016_683o29, sigradi2016_814r, be65, sigradi2014_015e1, sigradi2015_8.81r11, abc9, 8f50, 03d1, 638b, d70a, 6350, e302, bafc, 07f8, d706, acadia14_333av, 9f34, 16e0, 876c, d1c0, 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a469, 7304, 38b5, 2817, 5346, 06d9, 6cfd, 6f94, 2d8e, 26c8, sigradi2015_6.42u7, 89e3, ab35, caadria2017_182o43, 9202, af8c, b966, ecaade2016_ws-intelligentb69, 1106, 4a96, e506, 01f8, 9e80, sigradi2014_345h8, cc66, 9ea9, e6f8, c75f, dfd0, ecaade2016_055f14, 9eff, 6c63, fa36, sigradi2015_6.387r9, acadia14_291ar, f7a1, 601f, 2c06, 584c, 8c2a, ec3c, 4c52, c445, 407d, ascaad2016_044x17, caadria2017_016u6, 46c5, e8c3, fa8b, a6cd, 0353, acadia14projects_189al, d81e, b830, 41ee, 95af, b54a, acadia14_609ae, acadia14projects_671p, 5990, ecaade2014_100f23, d707, e9e6, e785, 5cc2, 949e, 55f7, 0585, cbc7, ecaade2014_111f25, 63a1, 6832, 2b61, e820, ijac201412205v3, 98e9, sigradi2016_674kk, 2ed8, 17c7, 5d0a, 2ee0, d2d5, 5bca, 7e49, sigradi2016_461k, ecaade2015_82c16, e95e, 7f07, d9d5, d160, c79b, 306f, 4235, 440b, 60b5, de37, 59c7, a5ca, ecaade2015_215l47, ecaade2014_233n60, 4fb5, 2265, caadria2017_016b7, 34b3, db00, ascaad2016_012z5, 5669, b944, a3cc, d80a, ab30, df4f, acadia16_214z13, 0beb, f1bd, acadia15_137y4, 801b, caadria2015_142p23, ee87, 1aa2, 3bb0, c4b9, e3b0, dec8, 382d, ac16, a0bb, 357d, 8ec3, 75a6, caadria2016_777b33, 13b2, 1f75, 9bd0, a8b1, 403d, acadia15_343e15, dd2a, 4fbb, ijac201412405r8, ecaade2016_ws-intelligentw68, b117, 8a12, 493d, ed79, f0b6, 573b, bdcb, 4b41, c38c, caadria2017_163v40, f52b, 0cce, a1c9, acadia16_206l13, 5936, a8fa, 30d3, 6260, dfac, b9aa, caadria2017_054a18, 0e0b, 622c, a50d, 68cc, 23d3, ecaade2014_138x30, ae83, 54df, 4ccb, 2ce0, f78b, 018f, 15e9, ecaade2014_094k22, ijac201513303z10, 5493, sigradi2015_3.345z5, d926, 508b, cedb, 9a6c, 7952, b834, c28d, b368, 21b8, 64f6, ecaade2015_284z61, 820f, 6074, 4be5, 7b72, 11e9, 4e0b, e245, 3140, cdc7, 48a2, 8e9d, 1d29, sigradi2015_8.334t15, 6622, 495f, 3cff, 977f, a5db, 6e4f, 1419, 2898, f08c, caadria2017_118t30, a42e, 0274, 58a6, 61fa, de08, f1ef, caadria2016_353a16, 5b9c, 7430, dc3c, 32da, 6dad, b5e3, 8111, 4321, caadria2015_065b8, 1fc9, 6600, a34a, 88a4, bb8b, e21c, 588f, 16a2, 13f6, 56dd, bd99, 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ijac201614204e10, c60a, fe8b, d135, caadria2017_005x2, sigradi2016_537a, fae6, 0738, 4143, sigradi2014_036r2, f8d2, 159a, 90ea, cc1d, ed30, b8ab, afc5, 9bcd, d9c4, efbc, 9c42, c5a7, 18fc, 7c04, ecaade2015_173f37, 27fa, a782, 6f72, bf95, 175f, 2498, 5a20, e46d, 0bec, acadia15_451n19, 4873, c049, 99cd, 0917, 34b8, 1b29, d26b, 2f1e, 945f, 2edf, 13db, c323, a271, ijac201412305d2, ecaade2016_185w49, sigradi2014_313i6, 8d65, 3485, ecaade2015_271y59, caadria2015_070x8, 365c, fe98, 72e6, 7b70, caadria2015_208l31, sigradi2015_1.288a1, e86c, 8704, f247, ecaade2014_206v53, 9b16, 8858, 0788, 0762, ecaade2016_152w41, 5b1b, ecfb, ecaade2014_138j30, f74c, df55, a27d, bde3, sigradi2014_186a6, fe38, c126, 6182, 3fe6, caadria2015_208g31, 22bc, 7c67, ecaade2014_128u28, 177a, sigradi2016_659o, 114c, 50d2, 6fd6, bbd4, acadia14_357a, 4410, 2c10, 5b93, a99a, 7d66, 4bde, 1d08, 5efe, 7e29, 821c, 2086, d384, 283d, 30e0, 7b18, 10bf, 3a2d, 9d14, 063c, 6629, 446d, 5978, e1ba, cea5, caadria2015_206m30, acadia16_394g24, sigradi2016_732o, 602e, 1c84, c803, 77e4, e600, 18e2, c529, ecaade2015_241l55, c2c0, caadria2017_174s42, 0f2a, acadia16_62f4, 8fa0, bb1b, 3200, sigradi2014_132r1, 392e, ecaade2015_158x33, c383, 51bb, 4fd7, caadria2015_117u18, cd19, 54bc, e547, c2d0, ef31, ascaad2016_042z16, 7901, ecaade2015_307l67, a5f2, c3ce, f808, c86a, ed16, ecaade2015_171i36, f95c, 5dc3, d5e7, 97f4, 953d, ijac201614207h12, sigradi2016_764h, ddd1, 265c, 4c7f, 5a7d, 3009, f67d, 38f5, 7b7e, 8ba5, e0c8, bd79, 783b, d112, ascaad2014_013x6, 689f, c81d, 1706, c60e, sigradi2016_446f, 17ae, 81e6, f34f, ecaade2014_138p30, 58c0, be05, 45cb, b107, 4ce3, ecaade2016_132o37, da57, e02a, 7f16, 4674, f49d, 400f, 135a, a088, ecaade2014_175t43, 9544, a8a4, 46f3, ijac201513302a10, cafe, 464c, 2d24, 0c52, d3da, 153d, afca, 7453, f24f, 95b1, 4ee9, 7748, acadia16_362p22, ecaade2016_067e17, f1f3, 5dfb, acadia14_101w, cd34, 00db, a41a, 36de, 9d3c, bfb9, 5acf, caadria2016_405t17, 49be, 6251, dc1c, e9bf, 781d, b161, 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acadia16_290e18, 8916, e7d7, 13f5, 3097, 2ee9, 1ea1, ec48, 0ba7, 25e3, babb, b283, caadria2016_683m29, 26cc, aa0a, 0f30, b9be, a69f, ascaad2016_038g15, 5847, 0203, db1f, 694d, sigradi2014_134b2, 187a, 8216, caadria2016_497e21, 18d7, 7349, 2105, 5997, 3d3a, a98d, 548e, 282b, acadia14_339ao, ecaade2015_130j26, 4b2a, 2075, b07d, 632e, ascaad2016_048m20, c67c, ea22, 218f, 308d, 1481, 4391, e157, f71a, 48ba, 0c65, ca52, 1866, 79e4, 7432, 40f1, sigradi2015_3.209g4, b349, ecaade2015_138i29, e486, d3dc, acadia14_699n, df6c, 1b2e, 6cd7, sigradi2014_082v7, 7d4c, 9f19, sigradi2014_289l4, ascaad2016_035r13, 19e1, 6bd2, ecaade2015_206a46, ecaade2016_011y2, 8c38, d236, cb4d, 71c3, 2a8a, f291, 3f1b, ecad, 6e0a, c448, 59bb, dbf8, b831, 6e51, 34c8, f7cd, 42c1, fa86, dbf6, 3ad7, beac, ff6c, ef37, 1461, 2439, d9e5, sigradi2016_483ll, b355, sigradi2014_330d7, 74ac, c011, caadria2015_126k20, 597e, ba99, caadria2016_477z19, ecaade2016_222a58, 4751, caadria2017_056k19, 0cfd, acadia14projects_445ac, d0d7, 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4020, d3e4, 6b7b, 7e19, 5963, 2402, f556, 239c, acadia14_111h, 656f, c8c1, 0a22, 4ad4, ecaade2016_017o4, 3d9f, e35f, ffd6, bc4e, ecaade2014_157j38, 7d03, ecaade2016_225v60, acadia14projects_463as, ijac201513105h4, 6726, 17ed, ec86, caadria2017_021g8, b8a9, 59d7, 3e4d, acadia14_339x, 7fad, ecaade2015_196c42, 0f96, f16a, defd, b127, ecaade2016_025d7, 636e, 6174, add5, ecaade2015_206o45, 2bee, ecaade2015_180z38, acadia14projects_135t, 9bc3, 5532, 3c63, 261e, f250, 211e, 2cdc, b259, caadria2017_005f3, 8773, acadia14_375n, d534, caadria2016_589y24, ecaade2016_203h53, ae22, cad9, 7810, 6996, 0e54, 836b, caadria2017_165p41, cf36, 7c75, 5100, 74c3, bd3f, sigradi2015_3.111d3, 7668, 18a7, cce9, 9733, cfd9, ecaade2014_143r32, cf82, 22b1, 6636, ecaade2016_073f21, d558, d8a7, acadia16_98l7, 81f3, e2cc, 3279, af57, 1081, 4257, sigradi2013_261, 3fcc, caadria2016_135y5, 5f43, 3e06, f6b3, c521, 8a3e, 4123, 95c3, ecaade2015_53k9, 6b71, 6cdd, 1e28, 6352, 2742, c044, ecaade2014_109o24, 56cb, acadia14_473ak, c5ff, e140, 363c, 1277, ascaad2014_036e2, ecaade2015_21n3, 5875, ab2a, 9231, 1343, bbb5, 166a, 77b0, 3754, b7c8, e750, 02d6, e1f0, f644, sigradi2015_3.155m3, 034f, 9c75, c7c4, 5921, 7b65, fa16, 2412, 7802, fafe, 3599, sigradi2015_6.329y8, c07b, 22fb, 6ee4, 598d, 170e, a40d, 9c84, f742, caadria2016_177f8, 12c5, caadria2017_149g39, bd96, caadria2017_055p18, 8685, 3862, e9ed, 9427, f047, acadia14_53p, ijac201513306h13, 0181, ec93, 3c18, 5174, 5e75, 9d16, 3bff, 0f09, acadia14projects_101ag, 2d68, ecaade2016_068g18, 5d67, f204, 0fa8, acadia14projects_111h, acadia14projects_189ar, c74e, 6b16, 5e4f, b3ad, b1fa, 1d54, 55da, 749f, 216b, 1024, c5aa, f725, 036a, ba25, 36b5, ecaade2015_202p44, eed7, d6d8, 5529, 999e, 787d, 0fdd, b894, eaa4, 5d4c, 3b69, 2ed4, eafe, 0ae2, 5eb3, 4851, caadria2015_010y1, 753b, ijac201412408o1, ccce, e04a, 7c84, 73ad, caadria2015_072o9, 1d4b, 093f, 3821, 3ab0, ae58, 0491, cc37, 9447, 2d72, a073, 40f9, caadria2016_851h36, 3280, a404, 0eb8, 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ecaade2015_21j3, ecaade2016_140o39, 115a, 71ba, f94b, dae9, ff62, sigradi2013_155m, b963, 1089, acadia15_407x17, e837, 0ef3, acadia14projects_91u, c7ee, 0d57, acadia15_417a18, fdaf, 28a4, e0a2, e37c, 448b, 76df, 3e01, sigradi2016_512b, 1c87, 39c3, 8a78, ef4d, 90d5, f8aa, ijac201614102m2, ecaade2014_057k14, sigradi2016_637v, acadia14_63az, acadia14projects_347ah, aa04, fe37, a152, c53a, 8dc5, 885b, sigradi2013_401s, 217a, 593f, e83b, acadia14_539b, ea48, fd77, 7682, ijac201513206x8, 1cf4, 2ba2, 7d90, 0ae9, ijac201513206o9, 0e8b, fa35, ecaade2015_206z45, 893d, fb67, 53f5, ad89, 17b5, ebd4, caadria2015_164i25, 3b21, 14ee, 5d4d, ecaade2015_83o16, acd0, f04a, 0dd5, 705e, 80d6, 2b26, 3b3f, 8acd, 865d, a039, 0b7b, 69a3, 1b42, 79c0, 63ea, e6d1, ecaade2015_229m51, 2485, ijac201614307k4, b996, 99da, 8922, 8f84, 8e33, 2000, 19a9, f8f3, a1e2, sigradi2015_sp_8.326x30, 3ab3, 7ad7, 376e, 9ed2, sigradi2016_714oo, ea3d, f34d, caadria2015_185j27, ecaade2016_140t39, acadia14projects_317z, af62, 73cc, 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49d1, 589d, ac1a, 9f93, 46d6, b590, af95, e410, e657, sigradi2015_4.219c7, 962a, sigradi2016_356d, 8b72, 9990, cf1a, f5f7, 869f, d3bd, 2f52, 5b8d, ecaade2015_33d6, f20a, ecaade2014_120m27, ecaade2015_138z27, fd5c, 0e74, 64d4, acadia15_497e22, acadia16_440g26, fef9, sigradi2014_247l9, b9eb, a6a8, b3b4, 2a2a, 59bc, ecaade2014_023u6, ijac201412307h3, fc28, 8e9a, f9b9, e260, caadria2016_271a12, dd2f, fb4a, a0df, a844, 2fc4, fd6c, 7420, 9592, 350c, d15a, ecaade2015_158a34, 4c85, ecaade2014_038c10, 5981, 3cb4, acadia16_184s12, 874b, ascaad2016_013x5, f239, ascaad2014_005b3, d221, 13eb, 5770, 5f64, c7b5, 292b, f62f, 24f9, 79b5, e0ce, dec3, sigradi2014_341e8, 3f8d, c2f9, 5e05, ecaade2014_132d29, 32e5, 90d4, ecaade2016_ws-dheritaget67, cb4f, caadria2015_210j32, 963c, f1b6, c009, ascaad2014_029w7, 2a7e, 7585, ab4b, 906a, 28e9, ecaade2016_169l48, d8c2, 3c15, acadia14_63ar, b7b6, f6dc, be9e, acadia14_365ai, 4498, 1963, ijac201513101i1, e895, 7da0, 55d5, 8398, f426, ab5f, e805, sigradi2013_386n1, 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