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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ijac201614402a2, 07be, 6c98, acadia16_12k1, 9abf, f549, 3593, ecaade2016_087o24, a252, e5e0, f3f7, 703d, 50aa, e52e, 9492, a630, aaff, 1de0, ba18, 8719, ecaade2015_53x9, 6830, 39a0, af4f, ijac201614204i9, ff69, ecaade2015_79j15, aa55, fdbe, f270, 59ed, 1c65, 469e, c514, acadia14_435aj, ecaade2015_298i65, ecaade2016_067l16, bde6, 18db, 268a, 0838, 207f, ef9e, 10e5, 3ced, a9b5, cd65, 7fd9, 3076, 5ad0, 8f1b, f66c, 4ae8, e89b, bb09, 57e9, 20f7, 5ba7, ascaad2014_032m9, 7cf2, f6d6, dd3d, c607, 1753, 58a0, 591a, daeb, acadia14projects_579j, c0f9, fe85, c32e, 3aab, sigradi2013_311i, caadria2016_405a17, 40b9, 0312, 8af5, 54a1, sigradi2013_234i, ijac201412205m4, ecaade2015_230d52, 5b35, a020, c5f1, 3f9f, 35cb, 7f6a, ecaade2016_006y1, 5fca, c47c, a1ea, 5274, 14f6, c84f, 0930, 0b6a, 9152, 6008, 0d9c, acadia16_382a24, 9de5, 7a83, 4cc5, acadia14projects_247t, 41d1, sigradi2014_137h2, ascaad2016_006j3, 3c87, 2e08, 3996, 1dd0, fdcc, de03, 4ed8, eb1d, e322, 91bc, 095c, acadia14projects_317s, 932d, fb19, 45c7, 420a, 5a82, 4942, 2899, ijac201513104x3, 80ac, 3938, ee35, b3ef, 79a0, c2fa, 4535, ecaade2016_bkol65, ijac201614305s3, caadria2016_663l28, 16b0, ecaade2016_106o29, 7982, ecaade2016_036k9, 3345, aeaf, 024e, 8129, 1ab4, caadria2015_172b26, 1fbf, ce12, a341, ccfa, 1a2b, d553, ce9a, 7b87, fd05, 97ef, e2a0, 9acf, 7242, 5dfa, db58, 8455, dbac, caadria2016_435k18, ecb2, acadia14_357ay, 924b, a21c, e061, 76b9, 897e, 15c8, e822, sigradi2014_263d1, caadria2017_189g45, b91b, 3346, e2e7, ecaade2015_206z45, 715a, 2dbd, 6472, 7698, 5f33, b5ae, caadria2015_066d8, 1a32, 8f44, 7572, cd0b, 3b6e, ascaad2014_035s1, 2004, ecaade2015_309z67, a0b8, acadia15_469n20, ijac201614207x11, sigradi2013_389k, 7ec1, 5cae, cd80, acadia14projects_43x, f662, 70e5, 6b6a, 31bd, 8c1b, 3dd2, 8ab8, 8e75, 6880, c19b, fa21, acadia14_427ao, c2b6, db4c, sigradi2014_345a9, 22c7, a97a, a93b, 342d, bce6, ecaade2015_55i10, acadia14projects_189ak, ecaade2016_080a24, d995, 421f, e8ab, 93d9, 8e67, 77bb, 481e, ascaad2016_010s4, 568b, 7a53, 267c, 8cb4, e389, 4828, 6a90, 777f, ascaad2016_045r18, 5212, ecaade2014_044v10, dcf9, 5c8f, 8cd0, ecaade2014_044y10, 6d01, sigradi2016_467n, caadria2016_539f23, 7996, 695c, e344, aec9, 18e5, caadria2015_070w8, 8715, acadia14projects_435ak, 3f48, cf37, 451d, 5646, 3925, e266, 484f, 6790, a9bc, b448, bd0b, 2c7c, acadia15_513v22, c5ec, 5b69, 4dfb, c679, 77b8, 32dc, 550a, c9db, caadria2016_095o4, sigradi2015_12.215s27, 4795, 5228, sigradi2015_6.183i8, ecaade2016_032s8, ijac201513101c1, f4f4, a588, eb95, ecaade2016_023p6, 8f57, 36c7, 8f28, 5af6, a82e, 922d, 12a0, ecaade2016_102i28, 6638, ecaade2015_139b30, 608d, 67e0, 5c35, sigradi2016_816ss, 0fba, cfb6, 91d1, ecaade2016_163a46, ecaade2014_094n22, d045, cdf5, 8d32, 968c, 5b15, c34c, ecaade2014_049z11, 461a, 6e1c, 2a72, ecaade2016_132x37, acadia16_78z5, ecaade2016_224c60, 316b, ijac201513206o9, 2572, b856, d516, 596c, 597c, cb0e, c66b, 4d1b, 750b, 6b68, sigradi2016_407n, 51f2, 2c10, ecaade2016_217b56, 69eb, 5c39, 4bbd, ed4b, 311e, e8d0, afa5, caadria2015_081h12, 03de, 4c61, 4d1e, 3355, 92c5, 07e6, 668f, 2017, caadria2017_134y35, a3a8, acadia14projects_177y, 1e21, 539e, 87a7, 2592, sigradi2016_450ss, acadia14_311w, 8fe9, acadia14projects_565af, 9937, 7dc2, 8b6b, ecaade2014_109r24, 5f83, a7c2, 1aba, f348, c1bc, 868d, 27c5, 3049, 0e3a, a527, 40da, 5796, ecaade2014_214p54, 3e9f, 66a7, ecaa, dbca, a115, f228, af61, 5f8c, bcf3, df69, sigradi2016_364mm, ca82, 403e, ba3e, 805a, 8313, b368, acadia15_371c16, 767b, acadia14projects_317y, 43c9, f154, 280e, 2a41, 0b98, 1115, b984, ecaade2016_018g5, 523c, 7763, ecaade2016_055g14, 2304, 3501, 8fa7, 915f, 5871, f09b, cc8e, c621, 9164, 5de8, 169b, 436c, 0d3d, ad70, 8dd4, bc5d, a36a, 6271, 0bac, bc31, ab57, 1a7b, 0cc6, e47b, 05ba, 13c4, 3c3e, 14b1, acadia14_23x, 8312, 3bcd, 7f0b, e494, b7da, 6e8a, d1b1, 8b5b, 1dcb, 2727, 69ca, fb6f, 5804, 026d, 61e8, caadria2017_028d10, caadria2015_145t23, 37cd, 33d9, 3d61, 8996, 8fb9, 7c1e, 1dc3, 34c0, 18d0, caadria2017_018p7, 9e4d, b2d7, 3fb9, b3d1, ce80, 680a, 6b02, e9d9, 4741, e6bc, 153e, 1517, 6dfa, de40, 9a4a, b06a, 7378, caadria2015_226t34, 226f, c0e4, 032c, c87c, ea40, 34e7, 9f8f, 061b, 576b, b442, 9825, b95f, acadia14_579l, 4cc2, acadia14_375n, 97ae, caadria2015_130h22, ijac201614208t12, ecaade2016_073f21, 7f3e, 516c, caadria2017_004m2, c4a7, 4b9a, 9f53, acadia16_140i10, caadria2015_064v7, caadria2017_052u17, 31e3, 9d9f, ascaad2014_017l9, ecaade2016_118n31, 41bd, 76b7, caadria2016_003k1, f2c8, sigradi2014_266b2, ecaade2015_225g49, e676, d136, a812, fde5, 8dcb, 42aa, d01c, 2402, 434b, c5a6, sigradi2014_049m5, 0102, 0325, 0ed5, acadia14_699r, 817c, 094f, c1bb, 9d40, 511b, 9710, 5546, ascaad2014_017p1, 74ea, sigradi2016_647ss, bb0b, ecaade2015_332s71, e57a, ecaade2016_102r27, ijac201412408p1, db65, ecaade2016_067y16, acadia14projects_719n, 0bde, 2469, ascaad2016_021c8, f55a, 2f38, caadria2016_125p5, 68cc, 917f, 69c2, 0cde, ijac201614405r3, 4387, fe86, caadria2017_074r23, 814e, af4a, a909, 9c50, 8123, d4a9, fcb4, 913f, acadia16_344k21, 8ded, bdd3, ecaade2014_080c19, 06a3, 7743, 9181, 44c9, 8907, ad9f, 67f1, c3c6, 1779, caadria2015_185l27, 1162, 8a10, e96c, e816, aef4, d108, 95e5, 1db2, ecaade2014_146r33, cdce, 3391, 82c3, 6eb8, 9733, 7d51, sigradi2013_386z, 0d26, 4183, fae0, acadia14_463au, 5e54, a1b8, 5745, a8c8, 4af6, ecaade2015_136s26, e0cb, acadia16_270f17, 1208, 2701, 688b, b01f, ascaad2016_033e13, 1431, 5dcd, 7b4e, 4c7b, bbcf, 0b22, ecaade2014_104s23, 89d8, d00a, caadria2016_259s11, 0f83, 1c70, 7a84, dd44, 6ac3, 7d2c, 5ead, 61e6, ascaad2016_038i14, e14d, 2ee3, 964e, 3328, 3b07, caadria2015_060o6, 6fc7, 70fe, a6b7, 7d89, 2e0b, 02b2, eb0f, 90a5, dc64, 9a64, 007e, 1ddd, 0349, c290, caadria2017_015t5, 0103, 6b98, 356f, 5dd8, fe7e, 25dc, 43c8, a6ab, a7f6, 53b0, 120f, 9d15, 021b, acadia15_451v19, 1d99, ijac201412406m9, 7053, 5ef9, e08d, sigradi2015_11.166w25, 98b4, 69be, fd45, fcad, caadria2017_005t3, fb27, 50e6, 8c9e, 629f, 26f3, 2f77, acadia15_497k22, f048, 3115, 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ecaade2016_164p46, cf6a, 85fb, 89ac, acadia14projects_619az, 443e, b6fb, 7175, c9cc, 8b41, ecec, 12bd, 6792, 8f56, 307a, 1daf, 0766, ecaade2013r_003b3, 36b6, fba7, dde0, 967f, 924f, 3088, ec80, cc99, bc7a, ijac201513206z8, f3a5, 3591, 3d5c, d422, 69c8, e272, 9ad7, c31b, d769, 9f44, bfc8, eda8, ecaade2014_080e19, 02cd, 2712, c953, caadria2017_004o2, efcb, ecaade2016_055h14, acadia14projects_435am, c6b1, ecaade2016_045h12, 87b6, 0109, acadia14projects_317r, 6903, 752d, c8a7, 7e92, 78ed, d39a, 1d46, ecaade2016_tkoh67, 08b7, 25cf, d362, 882d, 3a57, ecaade2016_074j21, 1e5b, 9928, bcf8, 3327, 0f22, 6637, 866d, 6285, 2b25, 0098, 60ce, ffeb, 7012, f350, 73ca, 28f0, 6d0a, 618a, 5846, 7f85, ijac201513105a5, 6cce, 5fcf, 77a6, 2bfd, 4eb7, 2c59, caadria2017_118x30, 1269, bb69, a7c6, 9850, cf49, 2d4b, b9b6, 0cc1, sigradi2016_781xx, acc9, bde1, 9d6e, 74db, acadia16_244w15, 31f7, ijac201412403h6, cbf1, 97ed, acadia14_691au, 7731, 1653, 0efd, 4a2a, c63d, ecaade2016_ws-dheritages67, b32e, e755, d83a, 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3fe5, bb90, d193, 002e, 88e5, 34c7, 5582, acadia14_81l, c6f1, f05f, ecaade2014_204f53, caadria2017_027n9, 6ab8, eb12, 98db, 155a, acadia14projects_453e, dafc, 7331, acadia14projects_117i, 713f, ascaad2014_019m2, 9b33, e3b6, 2059, sigradi2013_135h, 14d7, ecaade2015_144v30, 3690, acadia14_317ac, 9b40, 54ad, 6f6a, 11f8, caadria2017_123j32, 8212, 3511, 09ee, 969a, acadia14projects_619ae, a656, sigradi2016_484m, cf94, 5a79, 8f64, 7b5b, 7c51, acadia14projects_33al, a2a3, sigradi2014_074j6, 1dc5, 8477, bc8e, 0522, c509, dc36, c714, acadia14_375e, 7d2b, 92a4, ca0a, 4a9a, c586, 0734, 0616, 39ce, 289a, 79e0, a385, 34d7, 4318, c58a, cbfd, 4eba, 0a87, ce5b, 893f, sigradi2015_8.186l12, a94f, sigradi2016_590p, 8392, caadria2017_115m30, fc7d, 97da, f4b0, 244b, 719b, 6c68, caadria2017_055i18, 4a30, caadria2016_291r12, 5bc8, ijac201614204s9, sigradi2014_132l1, 5716, f400, d7f9, cd16, 91a7, 6d67, 44b3, 346c, 69f9, ddce, 17ca, ed60, a255, e9fe, b7cb, e7f8, acadia16_184p12, sigradi2014_015g1, fab7, 3a19, 7723, be49, dd62, 6af9, sigradi2013_311j, 7eda, 1ac5, 0288, 81cf, c00a, acadia14projects_357as, ecaade2015_199z42, 5cf1, 9703, 817a, fada, d90a, c329, b6b3, c3bf, df5e, 59af, 1430, ec4e, ijac201412303j9, 8633, acadia14projects_549t, ijac201614207l12, 6e15, caadria2015_054n6, 896b, 50b4, bf82, sigradi2016_400k, 75d8, ecaade2015_302j66, 78eb, 712b, da0e, e797, caadria2015_087t13, acadia16_234g15, caadria2016_851v35, 167d, 82f4, ac85, 3b01, 07e7, caadria2017_054b18, 3926, 21ae, 8673, ecaade2016_mrtn66, 57fe, ab61, c0b3, caadria2016_135d6, 4d63, 164f, 8249, 7799, e3a0, bd3f, aa16, 02f1, 2e36, 6d30, 9430, a517, 3d46, 04b7, 44bb, 891d, 00b5, 0687, 6bc8, de46, ea95, 718b, de45, d5f9, ecaade2015_200j43, 77bd, ijac201513104l3, 6c0a, 3ee2, fab0, ecaade2016_042n11, cc44, 00af, 9312, 92f8, 24e5, 6519, 107b, a00a, d4ac, acadia14_539e, 7d23, 93a0, 8843, 76d7, 27d2, 9809, f81a, 0c43, 8294, ecaade2014_218o55, 4c5c, fcc3, 70f2, 133a, 8083, 239c, b26c, da29, 9bc0, sigradi2015_3.155m3, cd51, 30ca, 0fd5, 3948, 28d5, 7454, 0579, 8ed9, b057, 6c69, 0fae, ijac201614306y3, 5046, de81, 6740, caadria2016_539a23, 3c82, 6f3f, 99b4, 9a54, 9add, 3db9, 7b0d, c85a, sigradi2013_184z, 1bc8, sigradi2014_339x7, 4e97, 6577, 2706, 7395, ef2d, 13bb, 0854, 7d68, b32f, 9519, sigradi2016_455i, 4c9b, 3459, 5d43, ijac201614207a12, 9788, 1dce, dfab, ae04, a2ab, 0bfc, 5891, 6197, 3ec8, 6660, 6fbc, caadria2015_246b36, f34b, f1aa, 3be6, ecaade2015_324v70, 9b96, 14ff, 1536, sigradi2015_6.329v8, sigradi2015_9.347u17, 2b9f, 801c, ijac201614308i5, ecaade2014_104r23, 7412, acadia14_63av, d13d, 88e0, 82bb, c756, 91a3, 1bc1, 1a89, caadria2017_046r14, 88ff, caadria2015_226v34, b281, 5100, 3a16, 5c05, cc32, 1470, 660b, ed38, 9045, 0c2a, bccf, dabf, 0bd7, ecaade2015_13l1, a7ab, caadria2016_611x25, e73b, acadia14projects_219aw, ecaade2014_195i50, b444, 595e, acadia14_177ad, 4180, 8398, 3113, c880, edbf, ea29, acadia14projects_291e, 66a0, ae7f, db8d, caadria2015_220h34, ecaade2014_084a20, ascaad2014_011y5, sigradi2013_342j, c494, 4c23, 48c5, ecaade2016_080z23, 8735, 641d, d2f9, cf9c, acadia14projects_389ay, 0f7e, e1f4, a4fd, 73fc, d03d, ecaade2014_208y53, b084, 5bac, c690, eeb9, ecaade2016_065x15, 63b6, fd30, 7822, 3b31, ascaad2016_010b5, caadria2017_070v22, ecaade2016_123z33, ecaade2016_221v56, 5446, 3d1f, caadria2015_014m2, 0076, ecaade2016_193p51, 9fae, a58c, d8ae, acadia15_497j22, dca4, c822, 445b, 8647, ecaade2014_215f55, 380e, 7857, 5d1e, 62d6, 1d7c, e951, 19ea, b2c5, 4de4, 0b31, 2f3a, 9745, ef91, 31dc, 0d64, d1a7, cd8f, 5442, 057f, ac52, 0e1f, 3a97, sigradi2013_342r, ebef, 61ab, a107, bf9c, 4a28, 4048, 0d50, 3920, cd92, caadria2016_353s15, 76b3, acadia16_78v5, 15e3, 9bcf, dfa3, 2312, e297, caadria2017_051k16, b316, f9fb, 6cb7, 4cdb, c742, 718e, b903, caadria2017_023y8, 6146, ee4b, 5cc9, a3e0, 06a0, acadia16_88m6, 8e4d, sigradi2014_123s9, e3db, 6787, ecaade2016_bkoj65, ba99, ascaad2014_016h9, ecaade2015_139d30, aae8, 80c2, fb3c, e887, 4f12, 5ab7, d7ac, 9711, 0645, sigradi2015_9.152z16, ecaade2014_084l19, a1fd, 4681, ijac201513103b3, 0982, ea4e, fde3, sigradi2014_074r6, 1f63, b8a4, e0a4, caadria2017_023k9, ea8a, 2633, caadria2015_188s27, 03c7, ascaad2016_035t13, a7ae, abea, ecaade2015_320o70, caadria2015_108t16, ijac201614101b1, 3877, dc06, 6f32, 1d34, sigradi2016_627g, acadia14projects_375l, ijac201412403k6, c2c3, ecaade2015_200t43, sigradi2015_3.209f4, 8dad, 1754, 42d1, 5baa, eee7, 48e3, acadia16_488x28, daa4, 76cb, bb3c, caadria2015_176u26, f624, 5c9d, 3b18, ecaade2016_046r12, 788f, 6bf3, ecaade2013r_013w7, c20d, e20f, 887c, ecaade2014_195w50, 56ac, 5854, a9da, b2e1, 89d2, 6ccb, 68cb, 64ef, 3a50, c6fa, caadria2017_123o32, 938c, 6253, c650, 8685, sigradi2016_815dd, acadia16_414y24, 5c61, 1f15, 62c8, 6896, caadria2017_175b43, 6aa9, 1e29, ecaade2015_136t26, 04c6, c821, deb1, 16f2, d50f, acadia15_232o9, 34a5, e407, 537e, c122, caad, 7338, b2b6, ecaade2015_269n59, f66a, 04af, 55a7, 0c51, a25a, 74ca, 89f6, 2108, 3889, a859, 76e5, d706, b8ff, 078a, caadria2015_067g8, 1179, ab1f, 1622, cfa3, 0644, 6c10, 9626, sigradi2014_109h9, 949a, ccbc, b100, 3024, aba5, 9ad1, f820, 00a9, b920, cade, 552b, e0a5, acadia14projects_589b, 65f1, d19c, 9924, c041, 545a, aa52, c321, f925, fe0c, 83b2, 969d, 1658, e4d3, 4aef, sigradi2013_387h, 6acb, ecaade2016_025f7, 6c32, ijac201412205x3, db3c, ecaade2016_132z37, ecaade2015_301d66, d9ba, 955e, acadia14_153i, d0b7, 5038, 2562, d56b, a10a, 9609, b29d, 6c44, acadia16_130k9, ba08, e8ef, 29f9, 2cd7, 45b4, 7268, 9c0c, c630, 81ee, df87, 54b8, 25aa, 2de9, f7a6, beca, 30c0, bd18, 9613, 5f74, df7b, b1e9, 90da, 177d, 8c6e, 5cd4, 4f14, b58a, b1ec, 4b36, d356, acadia14_247k, 4fa8, 5ea5, 3d52, 911a, c105, 5ecb, 993c, ecaade2015_317p68, bd17, 6934, 603a, acadia14_153ak, 34f9, 51bc, fc07, 7820, 9fa0, e687, 04ef, 321c, 3033, e93e, eea1, 83dc, sigradi2013_195z, cbf2, ecaade2015_180c39, ef9a, 4846, a469, 7262, c232, sigradi2016_367yy, e47c, 3586, 3a6c, 1719, 840e, 9c67, 6d2b, a971, ascaad2016_012p5, caadria2016_187r8, ijac201513204t7, ecaade2015_287n63, 840b, 317b, 374b, 8abc, e778, ascaad2016_054n21, 1aa1, e019, 5a62, eb38, bc36, 8461, 704a, a20a, 8776, 9659, 0369, acadia15_357m15, d425, 979e, caadria2017_023u8, 2c61, 6dfe, cfba, 3ae7, 6f83, 7ce4, 1b0e, 7bf2, fa5d, ascaad2016_033z12, f2da, 2a8e, b1b0, 0a50, 5bbc, ijac201412205r3, 6977, 750f, caadria2015_137o22, sigradi2013_267v, 2766, 1846, f417, 2074, ecaade2015_229t51, 0c0c, be4e, 23e4, a425, sigradi2015_8.289w14, 67f0, c86f, 0eaa, 1e8d, f915, d5cd, 66dc, 3924, 408e, 8303, cd54, 4ca5, 15bf, ecaade2014_153r36, acadia14_43ae, 9d1a, da18, 4687, 024c, 5a3e, 1c6d, 21c5, 4441, 3962, sigradi2015_3.345t5, ed2c, acadia16_402n24, 6036, 8429, a0f4, 01cf, d008, 39e3, 3e21, d4d5, 45d6, 8f81, 4c64, 9112, 3af9, 5fbe, 093a, 0115, 9b1f, 18d4, a224, 9aed, caadria2016_259o11, 3945, 06b3, db70, d47f, 62a0, 5c92, 9c04, ecaade2014_079x18, 1001, sigradi2013_194f, 5927, 082a, 1a1f, 3f0b, 0673, 04d5, d18b, ecaade2014_112w25, 51f7, e0b1, acadia14projects_339ag, ascaad2016_011m5, sigradi2016_815cc, 4bc0, 70ab, 8228, 0217, 2676, defc, caadria2017_086k25, ec20, 9cbb, a374, 70f3, 7813, 45cd, 040d, 8eaa, 7faf, 7fac, d48f, c856, 260e, fb25, 98eb, b1ce, e454, d6d1, 2cdf, ecaade2014_024u7, 4fe0, ce65, ecaade2015_127x24, 2174, caadria2017_085a25, caadria2016_755r32, 17e7, 55a1, 586d, ba81, ad29, f806, 52c8, 01f2, 7646, 97f9, ecaade2014_084c20, cbb2, 9e5a, a3bd, 1104, c214, a259, 7e7c, ecaade2016_183t49, 08f5, e946, acadia16_432r25, ecaade2015_241d55, 2b15, c582, 7ed7, e453, ecaade2015_195h41, dc68, ecaade2014_214k54, 7695, d05a, c8f2, ascaad2016_041g16, 0d92, sigradi2013_41j, b16e, 8222, 3855, 270d, ead8, ascaad2016_038u14, 111b, 49a4, 44e4, 9b42, d216, f141, f269, 5a14, 6288, ecaade2016_057o14, f303, 37d7, 5d01, ecaade2015_261f58, 0e55, 6106, e288, c618, 8a27, 9e7b, ac27, acadia16_130u9, ca4c, bc2d, d211, 3835, ecaade2016_217v55, 52a0, 1e0b, d772, c69a, caadria2016_239d11, 7c72, ecaade2016_239a64, 12df, a25d, 9421, a662, d4fd, ijac201614306c4, f918, b852, sigradi2014_045d4, 364a, dfeb, 7e55, 42dc, 6f8e, 7ac9, ecaade2015_256b58, ce6d, 2df8, 8fc8, 26fa, fba8, 8242, d1c5, 83b8, 10d1, d742, 3662, 2afc, caadria2016_641v27, acf5, ecaade2015_53t8, ceac, acadia14projects_199ag, 5b0f, a95f, 1f62, c149, e5e2, ascaad2014_022k4, 6810, b74a, 08b3, 8f9b, ecaade2016_070r18, 2eea, 9699, cb1e, 6917, caadria2017_017i7, 2f34, sigradi2014_169u4, c37d, ba23, c0a7, 3c38, 8b65, 2cc9, 8603, af7a, 5fc3, 2164, e14c, ascaad2016_044r17, 3055, dd55, e4de, acadia14_435ak, 305b, 2301, 5f76, 21e7, sigradi2016_590h, 8fea, ce6e, d00d, 6e86, 522c, cc5a, ijac201614207u11, 546d, ecaade2014_225o58, ea9a, ascaad2014_018e2, cc3c, 3c63, 6b96, ijac201412205n4, dd20, fd6a, db73, dfdf, c52b, 3d1b, 21ea, 8e46, 74d9, bce8, 7d79, sigradi2016_817a, aea1, f859, ijac201412203c2, ed61, 2f39, fd56, f604, c6a0, 5b3a, sigradi2015_8.81r11, 7474, b8e1, 7d3c, 2c5b, 843f, 17c6, 439f, 1e63, 0aac, 705d, 5b23, 68e2, 3f9d, 5002, 5a3c, e741, sigradi2016_417ll, 3ef6, a54d, ce08, 96f7, c43a, caadria2016_713y30, ecaade2015_138w27, da00, 7edd, 0e6d, cab7, 6417, acadia14projects_135v, 08d0, 0c6d, 80aa, 0a45, 4a87, b7ff, df8d, 6cc6, 6fa4, 1163, 6fca, e3a2, 2af7, caadria2017_056x18, 7e98, ijac201412406k9, 02f8, 068f, add7, f262, bb48, 88d2, 7431, 4220, 835f, b540, d2c7, 2874, 43bd, cd69, ecaade2014_024g7, 1e7d, ec8e, 7692, e533, 9a87, 3d7e, caadria2015_176n26, 76fe, 35f4, f506, 3680, dd70, d41a, 8e8f, 944d, b625, c411, 55d0, 2eff, eb28, cf7f, ecaade2014_220d56, ecaade2015_207m46, 4d77, 9e0b, acee, 6027, 6842, caadria2016_115m5, 07fc, c3a0, caadria2015_124z19, ce24, 6a13, ijac201513101j1, f752, 004c, 32d4, 19a2, 80da, debb, 7ab0, 36b7, acadia14projects_317z, e24b, caadria2017_132n35, 3944, a84a, 4b4f, e7ee, 58b9, b743, 122c, ef6f, 81ca, ecaade2014_168c41, acadia16_478p28, 902d, 39a3, f221, 6c1d, 2ffc, 690d, e481, d222, caadria2016_787i33, 8da4, 8ef9, 7fef, c27e, 5f29, 778b, 1c7b, acadia14_619aj, 3337, dbcc, bff4, b536, bc30, 5fec, 46aa, ecaade2016_225j60, a793, sigradi2016_602h, 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f84e, f8e5, 4675, f91c, 56aa, ijac201412403a7, ecaade2016_136u38, 17f7, 9981, sigradi2016_732h, 5095, 2294, 65d4, 4ab9, 0584, ecaade2016_097v26, ecaade2015_301y65, 3544, 842b, 5e1a, c0cf, 5ad1, ecaade2015_92v18, 4c1b, 6686, 14c1, 7d50, 3f07, 1dc4, 2ab6, 24b3, db10, ec7d, 5c32, ijac201513206i9, 913c, sigradi2013_405, 2fec, ecaade2014_018n4, b093, 6460, 1758, 0236, 4d85, 1d92, ijac201614307g4, 3014, 7d72, acd8, ijac201614202n7, c425, 4cd3, 7494, 48d2, acadia14_43al, ea2e, 7af6, 0efc, 51e0, b52d, f311, a945, 4422, 314e, 3951, 4103, 272e, 56f8, ebd0, ecaade2016_bkoh65, 295d, 4c48, 5776, a5f9, f633, 4211, ecaade2016_224b60, 773a, a90c, f130, 90ab, ecaade2014_130v28, f8d4, fd62, cb07, sigradi2016_357k, 8236, c30a, ecaade2014_086a21, ecaade2014_233g60, ecaade2013r_003l3, sigradi2013_414s, sigradi2013_407, 94ab, aaa1, fa01, 7aed, d100, ae09, f4aa, e982, 5e1f, caa6, c857, ascaad2016_022h9, ee3b, 90cf, df1c, sigradi2016_561ee, 8e76, 72e4, d17f, 11ee, 286e, 794e, ijac201614303f2, 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caadria2015_208t31, 061c, 444d, caadria2016_497e21, 3518, dcb3, 16ae, 12ac, e083, 5896, e01d, 7d3d, acadia16_352z21, 1ff0, 7675, bda2, acadia16_244r15, 12ef, 707e, 133e, sigradi2014_021r1, sigradi2016_625a, 7971, 9c02, 61d9, 56e9, a8be, 208a, ecaade2014_020s5, 664e, 7360, 8599, 1cb8, e0c5, c301, 9de3, d602, 3712, 03e6, 039b, eadd, aa66, a6b2, 6178, e77e, acadia14_63az, caadria2015_206t29, 56ec, caadria2017_041n13, 9d12, 65c2, 03a8, 81bb, d26d, f554, ecaade2013r_016u8, a261, c95b, 91ca, acadia15_123n4, df7d, 4b59, c3dc, 8019, 3aa4, 9223, b20c, b7ad, ijac201614302c2, 932c, 3532, ascaad2016_047a20, fdbd, 3b62, c0ed, caadria2017_056e19, e0e5, ce51, 677d, 6016, ecaade2015_230j52, 4e71, bbbe, ce5e, d9ae, ecaade2016_097t26, 0eed, sigradi2015_sp_4.388x29, 7c98, 3bde, 864b, a525, acadia14projects_101ai, 9ed6, dae6, 235e, 1704, ab96, 5273, 4bfc, dce7, 7fe4, 948f, 459c, 910f, 67a3, f9d8, c720, acadia14projects_247n, a302, e6f0, a4e8, 5ff3, 4717, c976, b747, d1a5, 683b, b4e6, acadia14_291ay, 3505, 6af6, 109e, 71dd, 534d, a8d5, 620c, be93, 2f58, 5791, ecaade2015_53a9, a564, dc62, 809b, d819, 139b, 8235, f392, 00ad, 7067, 6943, f3ea, d08a, f98a, a593, 84a5, acadia14projects_167ab, f4c3, 3bef, sigradi2015_13.316w28, b93d, f8b1, ecaade2015_206h45, acadia14_671y, 282d, 23fa, dd2c, 045f, 25f5, 4ff9, 6a1e, ea66, ca65, ecaade2015_173f37, feec, 1a1b, 4f2a, 023d, 3ea1, 4112, 0a57, caadria2016_363d16, bd6e, 7b92, d319, 0b0f, b15f, 76e1, 4cea, 2229, 60e1, ec0d, ecaade2016_230m61, ecaade2014_176k44, 11d4, 8cbe, 2da9, 3a68, d27e, a83c, 1d17, 1dd9, acadia14projects_189at, acadia14projects_565ac, 9b29, 9c3f, ecaade2015_200f43, 4544, e004, 67ff, d920, ef7d, 161d, 9aad, 30f0, sigradi2013_289n, bc54, 96d1, 6b77, c67f, 2b44, bbdb, 17b8, a0b3, ijac201412405r8, 5abb, acadia15_343a15, 28ac, 056b, 8288, sigradi2013_345m, dac2, 2613, 4255, 3140, c1d2, 6123, 71d8, f8a4, 002d, df0e, 0f3f, 5ae4, 2f80, cee3, 700d, ecaade2014_052u12, 44ad, sigradi2013_303r, 7508, df2f, f496, sigradi2014_109i9, 60cf, 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sigradi2015_10.378e23, ebe4, 66ff, 497b, 8481, 608e, c29f, b17a, 3d27, caadria2016_601n25, 3e63, 92eb, 7b33, 3222, caadria2016_631g27, cb5b, 1ef5, 6fe8, acadia16_88p6, c6e8, 22e5, 7e18, a343, fc10, 687d, 3449, f4f8, sigradi2014_213t7, 177e, 663e, acadia15_483c21, 2e70, 101b, 9904, 1f06, 20df, caadria2017_118w30, 7899, d70e, d670, ccc0, acadia14_517s, c823, d075, ef8a, ecaade2014_195k50, c9b8, sigradi2015_6.183j8, d2fc, c547, f035, 2981, 9af7, ecaade2015_301x65, 6ed9, cf4d, 86d9, c233, a4c7, caadria2017_118s30, 83e4, c430, ddc7, 4f29, e078, 3f30, c03f, 0e36, 2762, ceb9, c752, a0c9, 69b8, 92a7, c18d, 9a33, sigradi2013_155i, c757, 48e5, 473f, 832b, 6e93, b7b5, 4845, 0caf, ecaade2016_099h27, a1a8, 33ba, 63d0, 1ea3, 34a3, 689b, ecaade2015_22c5, cd35, 08be, 2d96, dfbf, caadria2015_090y14, acadia14_479l, e9a8, e6d4, 8816, 785e, 8b75, 0361, a0b4, ecaade2015_180d39, b5bd, 2afa, ecaade2015_251l57, 5a16, e0ad, a448, 619b, 4831, 8800, ijac201614101i1, acadia14projects_63ad, 088a, 296d, bd66, 72ab, 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