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, Gianfranco and Kalay, Yehuda E.
year 1992
title Multi-Model Representation of Design Knowledge
source Mission - Method - Madness [ACADIA Conference Proceedings / ISBN 1-880250-01-2] 1992, pp. 77-88
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 Multi-modal 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 ACADIA
email kalay@socrates.berkeley.edu
full text file.pdf (2,084,701 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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ecaade2015_200n43, 5916, ecaade2016_158k43, b91c, b943, 4245, c0c8, b6c8, 9e16, caadria2016_013c2, 586d, bca1, 095a, 1ae4, ecaade2016_033i9, f5cb, sigradi2015_3.209w3, e4c7, 1fdc, 8c68, 1cdc, 741c, 8ff2, acadia14_53k, 1c39, 8191, 0422, a9c5, d16e, 0867, d728, 8b6f, 6e8c, ecaade2016_132z37, f20f, 9a7b, acadia14_565ah, sigradi2014_313c6, a61e, acadia16_88j6, 1b30, 7128, 4aaa, acadia15_469f20, 4fb2, 2d00, b9ca, 987d, ecaade2015_199z42, sigradi2014_213t7, 01c5, sigradi2016_426e, 454e, 18a4, 13b2, 4498, 2c30, f205, 58bd, a470, af47, ac94, e3c0, a43c, d13c, 0243, 6e1d, 2925, ecaade2016_ws-dleadh68, 632d, caadria2015_090x14, a966, acadia14projects_637ah, c289, 02ba, acadia16_280v17, 4b62, 6c6e, caadria2017_086j25, 0ee8, 1818, b8b7, 69a8, e8f2, f798, 3ca9, ecaade2016_018w4, d8a1, ecaade2015_103m20, acadia14_101ah, 5938, c2a9, ecaade2015_28z5, 708a, 218c, 714b, ecaade2014_067b16, 988b, ef9e, ecaade2015_217g48, 2754, ijac201513305l12, 2582, 9537, 3d55, 34a2, 968c, 7e3d, 1a8c, ecaade2016_208m53, 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8daf, ac79, 86c0, 5a03, def1, 62f5, 21dd, acadia14_435am, 258c, 7557, acadia14_63ag, bc32, 6310, ba79, af4a, c746, 9a49, b030, ijac201412407a1, 44a7, 5e17, ea74, ab10, a423, 53d2, 3fce, baad, ed4d, d9fe, 7b89, f069, ecaade2015_177c38, adb0, acadia14_473at, 92f9, caadria2016_507m21, sigradi2015_10.378f23, bb83, 7483, 8ec1, c8a1, e9fe, 0ca2, ecaade2015_158j33, 588a, ecaade2016_113x30, 365a, 518c, 26c7, f7db, 5511, b8a4, 7453, 75a7, 5e8d, e7a4, 5bfd, ecaade2014_138d30, acadia14projects_473as, acadia14_565ag, 6cac, 296f, 335a, 45f2, b499, d021, 39fa, 902c, b53c, 116a, 693b, 5c51, ascaad2014_013x6, b7f6, ff10, acadia15_333t13, 72c6, 38c0, 4848, caadria2017_147c39, fb71, 1411, 606b, 4668, 81c4, c522, 829f, 1750, 851d, 6eec, 85fa, 86a5, bb57, caadria2015_124v19, 9ce9, 141d, bc34, 3faf, caadria2015_246b36, 933a, 872e, ascaad2016_057w22, 3bd7, 05ae, c264, 8a4d, 0f44, fbcc, 175d, 28b7, 7840, 2566, 11d6, 71ee, 096d, 6b72, 1073, c0c2, 04b8, c475, 1b37, 610a, b854, 3b9a, 488e, 079a, 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e2de, a4e6, 1d50, 8de9, e436, sigradi2015_9.347j17, b443, 63af, acadia14_579j, caadria2017_016a7, 0085, caadria2017_058m20, 9fb9, 2a92, caadria2017_057w19, 3168, ijac201412301r5, ecaade2016_151d41, acadia14projects_247h, ijac201614201f6, sigradi2013_52e, a872, 28f3, 19e2, 6200, f78e, 34f1, acadia14_219e, 3510, eee0, 751a, caadria2017_118i31, 9efa, 9b44, 04a2, acadia14_435an, 710d, b9aa, 82cb, ed37, sigradi2016_732o, ecaade2016_225b61, ecaade2015_286a63, 0778, b03c, sigradi2016_385ll, 6cf6, 9e0f, 0219, a046, 9117, 170f, a52e, sigradi2015_sp_8.326u30, 24bc, 0b27, 4085, 9e10, acadia14projects_23u, 26c4, 65c3, cc0e, 1152, ecaade2014_220g56, 9eef, 7089, acadia14projects_317aa, bd61, 751d, 3147, 602b, d551, acadia14_53o, 4b95, cac3, 292a, e97b, 5dad, 3492, 6433, ed97, ba6d, 1eb3, b13b, 5569, 790b, ecaade2015_180v38, 4567, da0d, 731e, c840, 3b52, 4acc, d6ba, caadria2017_165k41, a0c6, 6750, 57ea, 23ed, e9a4, 7365, adc1, 625f, 079d, 5b1e, 1c88, ecaade2014_018p4, cfeb, 0eb4, 1498, 5293, 6081, 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ascaad2016_043n17, e4d9, 11a5, ecaade2016_210c54, 95a0, 6318, 4bb0, ba92, caadria2015_064r7, 2369, 2371, 61a9, d572, 3c0a, 5907, 722b, sigradi2014_314p6, sigradi2015_10.74o18, 7901, acadia14projects_479as, 623e, 7820, c9d2, sigradi2014_049n5, acadia14_375o, 0604, bf88, d302, c8fe, 2c67, ecaade2013r_006t4, acadia14_347ao, 3205, 262b, 5822, b67b, 359c, 61a6, 94a3, a5fd, ascaad2014_023u4, ecaade2015_101f20, 5fc8, f3fb, 96a9, 5a24, sigradi2013_407g, c91c, 7066, caadria2017_057z19, 4b36, 32a1, 2f79, f2d0, acadia16_62r4, 0386, sigradi2015_6.387x9, 4fdb, caadria2016_559w23, e0ee, 6243, 2c6d, 56b4, ecaade2016_068g18, 1dbd, b1a9, c9d7, ecaade2015_268f59, ecaade2016_152z41, sigradi2016_729ww, b811, ecaade2016_225r60, e5ed, 4d22, ascaad2014_022p4, 97fd, ecaade2015_253u57, sigradi2013_117j, 6480, caadria2015_206x29, sigradi2014_015h1, 573d, 157a, e9d1, caadria2016_187p8, sigradi2016_544f, 4b59, 4f70, 786e, 220e, 215a, f838, d589, 5a9d, f298, 5c22, 9db2, 2542, sigradi2014_329x6, d54d, 3235, 8446, 3603, 4a84, sigradi2016_421xx, sigradi2015_3.212j4, b998, 6557, ecaade2014_239v61, ecaade2015_127y24, 0d5b, 283d, fc72, 5db6, 32ba, 72fe, 2840, caadria2017_145s38, 4d9d, acadia14projects_33aj, 6951, a5af, d9ed, 430f, 9107, d37a, 6060, 6fd7, ecaade2016_221v56, edaf, c45a, dd45, d029, 3185, b015, 77ea, 68fd, 36d1, 4265, ijac201412404g8, acadia14_671n, 0f75, ecaade2014_147z33, d5a4, ascaad2014_016i9, df80, sigradi2016_729qq, caf4, ecaade2014_168m41, acadia15_333b14, d7b3, fe23, 202f, 2951, 6d45, 5f3c, b0de, 8d8f, 5633, ecaade2014_155x37, a723, ecaade2016_033g9, 34a9, 19d2, ad40, 69b1, fdfb, 16a3, 69dc, 1459, 3010, b481, sigradi2016_399c, 0f38, sigradi2014_082r7, a462, d574, 01c3, 4d7d, 4734, 27f4, 3538, 38bd, 00d7, 08c1, 7664, afdd, eea3, 970b, c2d3, cc4d, 5e34, 81aa, 8ac8, 7898, caadria2016_291u12, b5cd, 5a98, fd50, 58e0, bfe7, ascaad2014_035n1, aa6c, 8d9a, 7ee1, 990c, acadia14_681al, dbbb, 6362, 2a28, ea84, 8602, 3d75, fa75, 61b5, 8c28, 9502, c9f6, b627, 5a76, ac6c, caadria2015_086m13, ecaade2014_186w46, 15f5, 8d90, dd81, 39d2, 6f63, a269, ijac201614202g8, 9706, 9890, e9dc, 93db, 9344, 1b20, 8c0a, sigradi2016_383hh, 271d, 9cfa, ecaade2015_138t27, ece4, 1cad, ecaade2016_071f19, ecaade2015_297t64, 4477, e042, caadria2017_136o36, 541a, ijac201412305t2, ecaade2015_195h41, ecaade2014_036h9, ba29, cfee, c022, 5cb2, ecaade2016_071b19, b46a, 1f4a, 009a, 8800, faac, 6879, 2793, cc8b, 5acb, 9174, ijac201412403e7, 0580, 37c5, 43f7, 0361, 3438, ijac201412201l1, 7539, ijac201614303u2, 5f07, 6bf9, 4c51, 603c, 2b30, ec8b, ecaade2014_018z4, f466, fb45, 6603, d483, 57ab, 7e60, 211e, 060a, acadia16_88y6, 0015, d93b, e092, 20f0, 96d2, ecaade2015_206m45, caadria2016_819k34, 146f, 030e, 3216, 00cd, 12ed, ecaade2016_224t59, acadia15_137h5, 5948, fab2, sigradi2013_167, 6c1a, 66d6, db93, cb3b, fa15, 0abb, dae2, 6979, 5a8c, 683a, 832a, 9e55, caadria2015_023y3, caadria2017_158w39, 29fc, 9c71, ijac201513105z4, acadia14_357ar, 4c04, 9b2e, 83a8, 723a, sigradi2014_082t7, 609e, ecaade2015_64m13, caadria2016_333x14, 2a63, b71a, 64bd, 94d6, 5d61, d05f, 0021, 478c, 1a72, efc6, acadia16_88s6, d7f5, 54f9, 9109, 1894, 29cf, cd3e, 731d, 0265, efb2, ef44, 9919, f830, ce98, a1a6, fb35, sigradi2013_117i, 6e4c, 312b, 6c3b, dcfe, 8047, ijac201614408f5, 5e15, a03e, c7f1, 1315, ae04, 7fbb, 3367, ijac201513303v10, acadia14projects_339az, 47b4, c814, 89c9, ecaade2016_128k35, f576, acadia14_365ai, bb6e, 8ea6, bc4d, sigradi2015_3.221n4, caadria2015_102x15, a04e, e6e2, 6917, 072b, 4024, 89fb, ecaade2016_225s60, aefb, b28a, d093, ecaade2016_193p51, 2629, dbf7, d221, a926, a5e8, eaae, acadia14projects_339ay, 8a68, ecaade2015_268y58, 31a1, sigradi2015_8.264j14, 7a7d, ecaade2014_168i41, d410, a8d6, b403, 5913, 3894, bcdd, 3eb3, 2dcd, ecaade2016_070n18, 3c94, sigradi2016_383ii, 8e0b, 1307, 3570, bdc9, a1b5, 147b, 98ef, ac2c, 2be8, 68b8, 70f8, 35c1, caadria2017_018r7, caadria2017_069y21, 0a97, 6c14, caadria2016_755j32, 80f7, 6009, a175, ffba, 4059, sigradi2013_386g, ecaade2016_033h9, 155e, 8778, 224e, ascaad2014_019m3, 1d61, acadia16_154k11, ecaade2016_007h2, ecaade2014_019l5, 1abf, 17e9, acadia15_451l19, e393, 3976, 71c3, ijac201412305k2, b829, bd93, 7aab, ef32, 83ba, 2632, 8cf7, 507d, daac, b1f9, acadia14_153al, 0e95, ecaade2015_21p3, 21cc, d831, 455c, 03a1, acadia15_211y8, 12eb, 8199, 0ee9, cfd4, 133c, 579f, 016e, 70a0, 0103, caadria2015_061e7, 8e71, ecaade2014_127o28, 1290, 05d5, caadria2015_092g15, 5376, sigradi2015_11.34a24, bbde, 183a, 2357, caadria2017_165j41, b576, babd, 2dfb, 6697, 80d8, 14c9, 2dd4, 32ef, 3265, sigradi2015_8.41t10, 6219, cb80, 4c0c, f563, 7224, 809e, sigradi2016_602yy, a22b, c742, c20c, ecaade2014_149h34, acadia14_709ap, ecaade2014_224b58, 8a5f, 4daf, be5f, acadia14_43w, 4828, 3b51, 8475, acadia16_24o2, caadria2015_178z26, 6892, d137, 7c36, 0f51, aae0, ecaade2014_192a49, a7d3, ecaade2016_048v13, 5973, sigradi2015_sp_10.311l31, ecaade2015_248w56, e476, ecaade2014_239k61, 70a2, 6893, c237, ecaade2016_ws-dleada68, 2946, ecaade2015_302j66, d1b6, caadria2016_157y6, b5f5, 5e6c, 23eb, fdb0, 1ca2, cd93, ijac201614208w12, 225b, e57c, da3f, 27d8, 67e8, sigradi2013_326, acadia15_357r15, c6e9, 299d, 16aa, 6cef, 1864, 84ec, sigradi2015_8.81t11, 0372, f5c1, 268b, 9b5f, ebad, 9eda, f6b6, 22bf, 9839, cb55, 2009, 4271, 7da4, ce0e, 1e89, sigradi2014_178h5, 80e3, b1f3, 94dc, e4fb, acadia14projects_33ag, 4652, caadria2017_002i1, 0c19, ecaade2014_232u59, 3d74, aedd, d3be, 61a3, caf3, 2c14, 623a, 717d, 3ec4, a58a, ijac201412301i6, c036, 96aa, caadria2016_343e15, db0b, 151e, 2774, 5422, 5010, 094c, 5b51, ba3b, e2c0, 8c9b, ecaade2015_241d55, 18e8, f3a1, 193e, acadia16_372f23, 3eac, c03e, ecaade2014_191u48, cbc6, acadia15_57y1, caadria2016_229x10, 7227, 1ff0, 69cb, 9a04, 7cc2, f3ed, 26f4, 4290, 47fc, ascaad2014_030d9, f62a, bfdc, cf13, c844, 7435, b626, 122b, 17ec, b837, 6387, 8066, e37f, 3898, 959e, 9c34, 3cb5, ecaade2016_087n24, d5b4, 3a07, 7d28, cd48, 5278, 77f9, c46b, 1fa9, 0b4d, 9ccb, ee58, sigradi2013_194z, 7e61, 189c, ecaade2014_176c44, 81ac, 63d9, 1040, e311, 06d9, 3704, d734, 071e, dd16, 51d0, 83e7, 34db, 6153, bae7, 0186, ecaade2014_066j15, 22a3, 8c79, ecaade2015_230j52, ecaade2014_084u19, acadia16_24r2, 0d5e, de0c, ecaade2014_186m47, 06f5, acadia14projects_167x, 8c37, 4662, 6222, 8e1a, 832d, 42c1, a45b, ecaade2014_010o1, b7ea, e577, 9d15, sigradi2016_817n, d8bd, edc4, acadia14projects_655ai, 76eb, 3c67, 2ff8, be4a, b8a9, c161, ecaade2013r_008i5, efc9, 69be, e702, 13f9, b5ae, 2560, cb59, 6345, bacc, acadia16_290e18, ecaade2015_241m55, 112b, ac58, ijac201614205g10, c895, 6526, 5de2, ecaade2016_243c65, d023, 4e6b, 1e6c, acadia14_435at, 9788, 3fb0, 09ba, b119, 8272, ecaade2016_132k37, sigradi2013_280r, acadia14_153ao, 55cf, ecaade2015_205v44, ecaade2015_301a66, 66ea, 5ce9, dd30, e0a7, 85ca, 920c, 761f, 10fc, c979, a412, 2186, 0f76, 4011, 7b29, 670a, 017e, 5162, 9fbc, 411f, sigradi2014_032c2, 3c14, caadria2015_078g11, 1443, ecaade2014_049x11, sigradi2013_244n, c8a3, 6830, a70b, 02c0, ijac201614103n3, 0e3a, 3cf1, ccbb, 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ijac201513305f12, ecaade2016_217d56, d26a, b5dc, ecaade2014_194f50, acadia16_140u10, 70c5, 0c34, 40a8, ffc9, 4ffb, 118f, 4163, 918e, 3336, 606a, ed87, 9d84, a771, c21a, ijac201614302w1, caadria2016_713w30, 8c64, 021c, d09c, 0e2e, sigradi2015_8.186n12, ab48, 400a, 51f3, 1176, ecaade2016_144l40, 1c7d, f756, f2b3, e490, 0d86, acadia14projects_339am, a385, 3b39, ecaade2016_222z57, sigradi2016_690d, caadria2017_072b23, 021d, ff5d, ed91, 228f, sigradi2015_11.142b25, ed66, 44c9, 54e7, ecaade2016_071y19, e75b, ascaad2016_021a8, 30fd, 9201, acadia15_161k6, ecaade2015_136p26, 9bb9, f707, f4aa, 3e70, 3b81, ee3b, acadia16_62u4, 5652, 0263, 44ac, bd0b, d8c6, c7a4, feff, a9f3, 7a11, ijac201614305o3, 1d69, 9b8e, caadria2017_142c37, ijac201513203p7, caadria2017_015u5, ascaad2016_045g18, ee72, 859f, 8ba8, 0b61, d57f, 8e94, 2442, ce76, ecaade2015_178i38, acadia16_72f5, f2a8, caadria2017_048w15, ecaade2014_113t26, 4db9, 71da, a3a7, 259d, 3319, e6af, 4cf9, acadia15_211x8, sigradi2015_8.328l15, 4d98, acadia14projects_291aj, 5255, 96fc, 477f, 9c69, ecaade2016_234y62, ecaade2015_152a32, c0a5, 4c8a, d228, b98d, 8b60, 0652, 7f88, 2a02, ecaade2014_094i22, 079c, b271, ecaade2014_086v20, d037, af85, 3e5f, 5b24, f441, 8670, 2208, 28c2, 91e7, 7850, de65, e500, 113d, 07fb, ijac201614203t8, 0bbe, e3db, a42f, 6a71, ecaade2016_123w33, 16d4, 8e8b, 42a9, b10a, sigradi2013_101, f99d, 4ab1, ijac201614208b14, ecaade2016_111r30, 02a0, 35ec, ecaade2016_113v30, 3b0c, 6561, b09c, 9110, 679c, 3d1d, a5a2, acadia14projects_135x, 2b41, b9f3, b52a, 5f43, 9a72, 351f, 2d85, 303d, ijac201614402u1, a467, 3724, f713, ca08, f267, 8360, 9a62, e11d, 7f49, ascaad2016_047y19, 3fc3, acadia16_478o28, d75c, 2c51, c417, 4788, e32c, c2eb, c422, d48b, d59f, d3ca, fa53, sigradi2013_275e, 4053, d7fc, ecaade2016_006s1, 1641, d716, 36b7, 08b5, ec77, e2e5, f223, 5d2c, 305d, 26d1, d35c, f553, ijac201614102v2, 86d2, 7a37, 8975, ae72, 7738, 9c22, 1e1e, 86d4, b32c, 51fa, d8a7, caadria2016_187n8, 2296, 8990, c962, 1d0e, 4207, 4850, 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sigradi2015_12.297f28, 8a3d, 9f6a, ecaade2016_078c23, d371, 8233, b9b6, caadria2017_122b32, 6bce, 2c9a, b458, 2010, 7ec3, 56af, 8f1b, sigradi2015_6.387g9, 7c45, a912, 3a41, sigradi2014_015b1, caadria2017_101h27, e331, 0931, b185, 28bc, 3daf, acadia14_63c, df77, acadia14projects_333ax, 196b, ecaade2016_147s40, 1cd9, ijac201412306x2, 4252, 93b8, 022c, f2cd, d229, bd20, 3733, d506, 926a, e3d5, b141, 1519, 2cea, 0955, e5fc, 8498, ce20, b74c, f1c8, a2d6, c6a3, 70c7, acadia16_460a27, ecaade2016_162f44, c800, c494, b29c, ecaade2016_238u63, 0bda, acadia15_323w12, 1d17, ijac201412405p8, 5df5, 4dcb, 4d7a, 6084, 9876, dab8, acadia16_402u24, 1026, acadia16_244l15, acadia15_431t18, c99e, 3ea3, 2e9c, d0b7, acadia14projects_291ar, 6b02, feb3, 8991, 25ed, ecaade2014_218l55, ab57, 844c, 434f, 7c4e, 96cb, acadia16_164s11, 4394, e9e7, 5137, fc65, 53c7, acadia15_323x12, 87e1, 8c2e, b2be, eac3, 58fa, ecaade2015_83e16, 1ea4, 20ed, 5048, b3b3, 5936, ascaad2016_035m13, 424c, 0000, 5532, e217, 58b0, 485b, 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2538, 9a3e, c350, 4a58, c703, 87a9, 82fc, 7dc2, 658a, 466b, 55f6, 2056, 1e19, c6f5, 80e7, sigradi2013_386a, 1d5e, caadria2016_415w17, b821, 103a, 8a0b, 5b34, 747b, d9fd, caadria2015_087k14, caadria2017_016z6, 35a3, c34a, 0147, 0aa8, fda8, 51bf, 6cc6, sigradi2013_405v, 527a, b68e, f479, 5c06, acadia14projects_281r, 93d0, 6514, sigradi2014_276t2, 585a, 765f, 99b9, a7fa, 9be5, ecaade2014_024k7, 823f, acadia15_323d13, 9b43, 3f18, ecaade2014_137a30, ijac201614401h1, cfaf, ddd0, b6a3, sigradi2013_173, 33f1, 06bb, caf2, 16f1, 932e, sigradi2015_10.7d18, df1b, 2c98, acadia14projects_63an, ecaade2014_192y48, f681, 4d56, acadia15_274n11, d5ad, 47b7, a496, bf73, b994, acadia14projects_291ax, 19ff, e1a9, acadia15_451k19, eef1, 7e52, 2acd, 5371, cfab, 61ea, 9c4a, 55bc, 5e12, b8b0, 6d77, 51c3, 1694, 4bf8, caadria2016_003l1, a219, ijac201513102c2, 5baf, 1ee7, 60b2, ccfb, b986, d131, 40d9, 9b28, 9bf7, 8683, ff7d, acadia14projects_135ac, af22, 69d5, ascaad2016_020v7, ecaade2013r_011c7, 5fb4, sigradi2013_315b, 68f2, 725d, acadia14projects_115ak, 07d3, 2546, e7e1, bf8f, 729e, 850f, df15, d33b, 35d9, c2c6, d92b, 63eb, ascaad2014_008p4, 5d6b, ecaade2016_011w2, f6d9, 7986, 9168, ba07, dbc7, 6b13, da52, e65b, c0d1, 8ecc, 74d1, caadria2017_132m35, d7c6, 606d, 5e0f, 617b, 83bd, dde0, 5e5e, 5ba2, bad7, bdf9, 4027, ecaade2015_115z22, ecaade2016_071u19, ecaade2015_195n41, 3dba, 302f, 61a5, 5433, sigradi2016_385oo, ecaade2014_114e27, 8a36, 56a7, 879b, 1973, b58a, 0a7a, b243, a5d0, 560c, 424b, sigradi2015_11.34y23, a264, sigradi2016_363dd, e3b4, caadria2017_182r43, fc10, 8e62, 1e1d, 7d7f, 1737, d19d, eda9, cc53, sigradi2015_13.181t28, 65ab, 5b89, 4be3, 5283, ecaade2014_088j21, 1189, aa23, 69ff, 9ced, e34d, acadia14projects_427al, 98af, ecaade2015_17l2, caadria2015_078m11, 1212, c54c, 43b1, 59f5, 5553, a58e, ecaade2014_186j47, cc30, ecaade2016_213n54, 834f, 799d, 79cd, 2596, d411, ijac201412408u2, aa5d, 42f3, 19fb, a022, c28b, a578, 5513, ae0f, 56c3, sigradi2014_266k2, caadria2017_046v14, c733, 8620, e4bd, bde5, 05db, 0183, 6527, 0c02, bf58, 3d9d, 69fe, 051a, 0fb6, ecaade2015_237f54, 10ca, ascaad2016_028w10, 43e5, sigradi2013_386b, ecaade2014_092f22, acadia16_24t2, ecaade2014_224z57, 26a8, 0cfd, 7a0b, 289e, 1cd0, ecaade2014_121p27, f994, ecaade2015_100b20, 0308, 0f47, caadria2015_206g30, 4900, ecaade2014_168y41, 14a4, f865, 2d53, e50c, ecaade2016_038i10, ijac201412402d5, a315, 0d47, cca3, c40e, 693d, 7652, ecaade2015_200i43, 95aa, acadia16_88u6, 183d, b5c2, sigradi2013_10c, 850a, e5b2, 5623, 5390, sigradi2016_407v, acadia14_199ae, a6ab, ccc9, 2b05, caadria2015_137j22, a703, 00c5, 3dbe, 974e, acadia16_140g10, ascaad2016_034i13, eedc, sigradi2015_8.47l11, eb5e, 85d0, 2215, 2772, ed3d, 2abf, 4533, caadria2017_127g34, 5547, 1286, e6d6, 033f, fb7d, ecaade2015_13o1, a5b2, ed8d, 685a, ecaade2014_014h3, 3c6b, 701b, a77c, sigradi2015_11.34z23, f906, sigradi2016_779tt, ascaad2014_032v9, c3ea, 20fc, b2a1, e342, c0a7, bd58, 6d09, c662, 9975, caadria2017_127f34, c163, ce18, f340, 1bad, b3a6, 51a8, acadia14_291ak, ecaade2014_080i19, acadia14projects_43an, ijac201614404y2, e9c3, 64c4, ecaade2015_196l42, 517a, b55f, e232, 1a77, b068, a1ed, acadia16_344g21, 5c7c, caadria2015_012i2, sigradi2016_448u, c90a, 5a70, 79b4, 0c16, 1871, fec6, 128c, f0de, ebb2, 2c18, ffa8, 8bf1, acadia15_381u16, 8101, acadia14projects_619ah, c57b, acadia16_106h8, c255, 5a4e, e1a3, ecaade2013r_010r6, 447b, 3dea, 1bf8, 3b80, d2b2, sigradi2013_425o, caadria2016_395x16, bcd8, 72a2, e871, 9cf6, acadia14_339ab, 482e, 4ce7, e063, bb04, sigradi2016_686uu, fb30, d8b1, 0248, 1e0a, 3d84, caadria2015_208v31, 60a0, d940, sigradi2015_3.11g2, ijac201513201a6, f937, 685b, 4dbe, c6ab, 7199, c887, d69b, 452c, 73bb, ca2f, a363, 90ef, 5a29, 37b4, 3674, 31d8, acadia16_280l17, 7d64, f65d, 81da, 7690, caadria2016_003h1, caadria2017_003a2, 7996, 5450, ecaade2015_115w22, 4ebc, sigradi2016_779uu, dcde, 6844, 99ef, caadria2016_321i14, 48bf, acadia16_402l24, ecaade2015_21s3, f033, ecaade2016_166a47, sigradi2014_186b6, 6b57, 3f89, e434, ascaad2016_007l3, 1536, d7cc, 1142, caadria2016_517d22, fc84, 77e1, caadria2017_056z18, 5d41, dd48, 7962, sigradi2014_239e9, acadia15_173z6, ijac201412404n7, dde4, 0519, 0ff0, bb71, f487, 51ba, caadria2017_003e2, aa90, 4992, 121a, caadria2015_126g21, cbe0, caadria2016_703g30, ecaade2014_024i7, 1542, 53f5, 6a57, 0dd6, c554, 3787, 83ed, 694a, ecaade2015_119e24, d7d4, sigradi2013_390, 7782, caadria2015_109w16, 5bf2, 6e5f, acadia14projects_479l, bccf, d03b, 1830, 027b, 2ac5, c5de, 438f, fa19, b38f, 9ff6, 03cb, 58c0, eea6, 0c9a, 7571, 5388, 0650, 33db, 4dec, 47bc, a2b8, 8e8f, 648a, 7525, 78ed, a0e8, 783e, 88a9, 0696, 32d1, 40ab, b3eb, e157, caadria2015_111h17, 14e6, 8304, caadria2017_051e17, 6375, ecaade2016_071y18, ecaade2016_074t21, ae66, 48ea, 8a65, b30d, d771, b9b3, ef63, ascaad2016_038v14, acadia15_243d10, 8bf0, 8cc6, 374a, 0fbb, df93, 50ff, b3bb, 7c96, 35a9, d1e8, 5fd1, aa65, acadia15_161i6, ascaad2016_040e16, dee3, 5700, acadia14projects_671m, acadia14projects_661b, 6957, 2eff, 5c84, 2476, 785c, ascaad2016_050x20, ecaade2014_023p6, a9ab, ecaade2014_104u23, f20e, 4dd2, 67d7, 8481, 5f1e, ecaade2014_143s32, b736, 4a7a, ijac201412407t9, c709, ca19, 790d, 004e, cfa7, ecaade2016_225y60, ecaade2014_186w47, acadia14_671t, ecaade2016_tkoe67, 293e, 1439, 2e30, 2244, ascaad2014_019t2, 537f, a02d, b513, c23c, 35da, 08c8, 521d, 9555, ecaade2016_190p50, 2107, 4c1d, ecee, fe09, dd2f, 012d, 97e4, c875, b423, b7d7, 8726, 2ec7, 4ee0, a593, 7adc, fdf9, 5288, 06b5, acadia14_153d, 7189, ab39, 6a65, fd23, 5d0f, 7750, ecaade2015_33a6, ee9a, 4db5, 0ee7, 6581, 3688, ecaade2016_225c61, 728a, 3dc1, 910f, 90d8, 1d79, c95f, 5e72, 21f2, 8379, 7711, a4df, caadria2015_139r22, ascaad2014_014m8, ddea, 4c1b, e120, b3ae, caadria2015_070i9, f6fe, 54b3, a439, 8008, 2ab6, 3f1c, 6be5, acadia16_382u23, 07e4, 0486, ijac201412205r3, ecaade2014_067w15, 2f12, ecaade2016_118a32, 4cb5, caadria2015_208d31, e496, 539a, 9b30, sigradi2015_8.186e13, e540, 0e2a, sigradi2015_sp_11.303r31, bd11, f955, acadia14projects_681ai, 2452, d9cb, b2fd, b4fe, 9155, 104c, ea4c, bc76, dafd, 56c6, 11e5, d11f, ce31, a63f, c324, fd3f, ecaade2016_046b13, caadria2017_005k3, 675b, ijac201513201l5, b2ec, ecaade2014_224d57, c9eb, 9d04, ijac201614201r6, 0ced, caadria2017_149f39, ec4a, 8ae7, 8e10, a323, fb8c, 4093, 9d71, 991c, 6d0f, 5019, f365, acadia14_531y, c476, b051, 0941, 8308, ascaad2016_057z22, 4178, 3d9c, e4a1, 2302, 06d5, 14f4, 87be, 605e, ijac201412302k7, 8bf6, 1707, ecaade2014_152k36, 34bb, ijac201614102y2, ijac201614102z2, d825, 3703, ecaade2016_058b15, ecaade2014_169p42, 744b, 3c26, 82d4, 47c6, 1e4e, a284, 9a59, a43e, bf87, ecaade2015_225m49, 6295, 9897, 4b24, aeb5, bec1, sigradi2015_9.347k17, 6ab8, 846a, 0c77, b692, sigradi2013_405, 6da3, 1510, ecaade2014_163b40, b6c0, acadia14_479as, 7992, 0e52, 4ffa, f970, 4dfa, ecaade2015_185m39, 988a, sigradi2016_621dd, c006, ecaade2015_73g14, ecaade2015_237e54, 4f7b, b700, 15a3, sigradi2015_10.74t18, ecaade2015_175n37, ascaad2016_054p21, d09f, 7a1e, 5f77, 07e6, bd92, ecaade2015_293a64, b532, 4095, ab9b, d124, 329b, 29f1, 3500, 36d6, 2640, f136, ecaade2015_53l9, e299, ascaad2016_057a23, sigradi2015_8.47n11, 787e, 2f8a, dec5, 1baa, d183, ijac201614403b2, ecaade2016_119w32, fc80, ee99, 294b, b913, fbf7, ecaade2014_185u46, 5b67, b56b, 03fe, f9eb, dcba, 163c, d76b, a56d, 5fc1, f979, 8530, 8837, 242a, 6d17, efb4, 2d67, 459f, ascaad2014_017e1, e8b6, 7af3, ascaad2014_017p9, 7f54, 7f1f, ecaade2015_175p37, caadria2015_087c14, 8e01, 60f6, cf47, acadia14_339ao, ecaade2014_218m55, b6c9, 65d6, aba7, 758b, 5773, 14ef, a099, ed51, ecaade2014_240k62, e52b, b486, a67e, a2af, 05ff, 8171, 659c, b1ca, 7116, caadria2017_086h25, a639, 9ca8, caadria2016_259n11, 52e0, acadia15_95j3, e3a7, caadria2017_042r13, 4440, acadia16_98r7, 4812, ab45, ecaade2014_225s58, sigradi2015_3.394h6, 2afa, 264a, 5225, 0d87, 7ad4, ecaade2014_173d43, 9f7c, 261e, a478, b12a, 190e, 7847, 4253, 23a3, ascaad2014_025h6, e5e3, 6637, 74de, 4ab9, ecaade2014_208f54, 2423, 635c, eeb9, 95ec, c0a2, 5e0a, 3e94, 1c07, ecaade2016_111s30, aea8, 64ef, 1032, acadia15_161w5, faee, d919, 0d21, cc1c, 5de3, acadia15_451x19, ecaade2014_145l33, caadria2015_114l18, 34a3, 4cd5, b420, ijac201513306h13, 1126, 9ffc, a851, fdee, sigradi2015_6.387l9, 5509, aadc, ecaade2014_184f46, 820a, ca4d, 9161, e9ce, 8e58, 8e97, 1578, d752, ecaade2015_169e35, 28ed, 5585, 2326, dd9b, 8516, 6e73, 0a7c, 240f, 296e, bad9, 0347, ecaade2016_158c43, 0dc6, e68a, 421f, 922b, 74cb, ecaade2014_157f39, 8983, 9cf4, c0fe, 89a3, sigradi2015_10.309x21, 42e2, ea2c, acadia14projects_75a, 9a33, 8f24, 643e, 2559, 8c62, cd90, 6172, 9326, 4ef8, 9d9d, 5f24, caadria2017_163s40, ijac201412408y1, b7c3, 6890, c70f, 425c, 38db, 8724, cbc4, 695d, caadria2015_010w1, 37c4, 7f7c, 034b, cf3e, ffdf, 9aa4, ecaade2016_234a63, e445, 23cd, 55f5, ad97, sigradi2013_194n, f5f2, 2053, f730, 858b, dee4, 9a81, 3369, 30c7, 608f, 38fa, 38f8, 2df5, d13a, 66cc, 578b, 08ed, 519b, ecaade2015_83f16, 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