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

id caadria2005_a_7a_d
authors Chieh-Jen Lin, Mao-Lin Chiu
year 2005
title Ontology Based Design Knowledge Detective Agent
source CAADRIA 2005 [Proceedings of the 10th International Conference on Computer Aided Architectural Design Research in Asia / ISBN 89-7141-648-3] New Delhi (India) 28-30 April 2005, vol. 1, pp. 239-250
summary Design knowledge abstracted from cases is important for designers. This paper is aimed to build an agent to detect those correlations between explicit features of design cases and relevant design problems. Using the data mining algorithm, we have accumulated a list of keywords about design problems and their relevant concept from textual information of a case library, and established their semantic ontology by clustering their semantic and sentence structural relations from previous studies. Meanwhile, we also established another hierarchical ontology of explicit design case features by applying design domain knowledge. Then, through mapping semantic relations of relevant keywords between two ontologies, the system will become more sensitive to the correlations of design case features and relevant design problems. Finally, a graphical interface is built to visualize these correlations and help user to recognize useful design knowledge cached in design cases.
series CAADRIA
email t60011@ms.twcat.eu.tw, mc2p@mail.ncku.edu.tw
full text file.pdf (80,822 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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caadria2016_105c5, 5f19, abe0, 5aaf, ascaad2014_017a1, sigradi2015_3.11i2, ea33, aee7, acadia14projects_365ag, b8ac, eeb0, ecaade2016_163n45, c56b, e7a9, 348f, acadia14_487h, ecaade2015_284m61, 32b8, 9e7a, 1a14, 7360, ecaade2014_188n48, 629c, acadia14projects_267o, 892d, 8954, 4ee7, efe7, f30e, c486, 401b, 3387, cb71, ijac201513303e11, 32e5, 923f, ceb5, 5e6e, ijac201614307l4, 65df, acadia14projects_601ag, ascaad2016_059n23, 8d95, 7caa, 56c8, be27, d603, 88de, 2b14, acadia14_601w, c646, 9145, caadria2017_074j23, b917, 2a61, 4f7c, caadria2017_057s19, 91a8, a85a, ecaade2014_111o25, ea81, acadia14_219b, d6ed, 4e71, 5f25, ecaade2014_084a20, 4335, acadia14_479w, 4f2f, caadria2017_096x26, e1e1, 5d26, 5acd, c42f, sigradi2014_048v4, e9c0, 2319, a2c8, ff05, f0f0, acadia16_424g25, 202e, 4632, f0ab, b953, ecaade2016_225f61, b9b3, 0cb0, 4c7e, df86, 9c13, e39f, 6431, acadia16_326s19, ecaade2014_168t41, 2aa3, sigradi2013_54o, 5c85, f92e, sigradi2016_778nn, 5842, sigradi2016_357k, 5c04, 3f88, c656, 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sigradi2015_10.220h20, 32a8, 6354, 52b9, sigradi2013_326g, 4a61, 8a8f, 50bf, 6744, 892a, 16c9, 3b97, ijac201412408i1, f097, d6db, e59f, 21b6, bca7, ecaade2016_162h44, 9bba, ecaade2014_086t20, d847, 6ffc, e043, ecaade2015_87a18, 9fd9, caadria2015_176n26, 6164, d4ff, c90c, 4af0, 4f83, 5b22, eaaf, 60f7, 03d9, e702, 1387, 5d1f, ecaade2016_ws-dleadf68, 6edc, 22b5, 9477, 3f1c, 7dfe, b8ee, ascaad2016_041g16, bf3d, 0fd9, 5698, d9d4, ecaade2016_013l3, 55eb, caadria2017_028w9, 0c47, acadia14projects_339ay, 8467, 9498, ef85, 3c33, 688a, acadia14projects_579aw, a20d, a226, 9b5d, 05ac, ecaade2014_214t54, 25f6, 2522, f7c2, ecaade2014_084t19, acadia14projects_117av, fc8e, acadia16_12m2, c7dc, d3ea, acadia16_164y11, 32da, 6422, b212, 697c, 5dae, caadria2017_041v12, fe8e, 18e0, 2611, 9ddf, f60f, cbe1, b1dc, 4af1, 946c, dd4b, ecaade2015_248j56, ijac201513304d12, ijac201412301t5, 2a85, caadria2015_181f27, 8ea9, 163c, ecaade2015_127t24, 76eb, d8d2, e54b, acadia15_469m20, b6e3, 2598, caadria2017_132m35, 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ecaade2015_114a22, f049, 4353, 7a5f, 4791, d99a, bdd3, sigradi2016_639gg, acadia14projects_145t, 7062, 0bcb, 61fb, acadia16_402r24, ecaade2015_273f60, 6a87, a6ee, 39fe, sigradi2013_429g, 4ea5, ecaade2013r_011a7, ade8, 236b, afde, 42ba, acadia15_333t13, ecaade2016_111s30, c2ea, caadria2015_233d35, sigradi2014_266e2, 1189, d315, acadia14_463s, 28f7, 5624, caadria2016_229p10, 19ac, 9e9a, f7cb, ecaade2016_025l7, fd1b, fb53, d917, 24cd, d809, c0f0, eef0, 5666, ecaade2016_023y6, 9e04, ijac201513105j4, acadia14projects_135m, c80d, caadria2016_023o2, ecaade2016_210b54, 56af, 1298, 6c29, 788f, 59b2, 7d52, 9560, bc0c, a563, 3b03, f37b, a55b, ecaade2014_184f46, e26a, b38b, ef4c, ec28, aa51, ad55, ca2b, ed31, 22c8, f873, 81b8, e99f, b32c, f1c5, aeb9, ijac201412408p1, 570c, d2d9, fa59, 9b0b, e77e, 80d4, f57f, 5448, f7fd, e313, f49f, 0f9d, 5217, d555, 3cd1, 71d6, 9ef4, f9a9, caadria2016_395u16, a5f3, a8fa, ec70, ijac201614305c3, db92, ecaade2014_204d53, 6b1a, b0b1, f9e9, sigradi2014_048t4, 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6187, 19c1, ecaade2016_073y20, ecaade2014_215w54, 8140, a9c0, cce7, ecaade2016_241h64, 8fa1, ba78, 5dd1, d0ae, 4453, 145b, 3f31, b7af, d6cc, b4ec, f320, f280, cebd, ecaade2016_217h56, b074, 01a3, 5143, de9c, 0c83, 91e1, acadia15_483y21, c300, 9be5, caadria2015_114g18, 7ca7, 7d94, 2aa4, 8309, 4bfe, 9a80, caadria2015_130w21, 90b8, 52a1, ecaade2016_048s13, 46e8, c5b2, 0601, b856, ea1c, b6b2, e9e9, ecaade2016_230s61, bdc2, ascaad2016_049z20, 804c, ijac201513201g5, f249, d189, 38cc, 2eeb, e2da, 832c, 2f9d, ae49, c756, f4b1, adb8, caadria2015_237s35, c630, 5529, 1c19, ffeb, ijac201513205u7, caadria2017_147w38, 74d4, 2e9e, 1a6c, bb1f, acadia15_357v15, ba6e, f7d2, c7b1, f3da, 5e11, sigradi2014_305k5, 5129, 58ea, f05f, acadia15_47e1, 388f, bda2, 4581, 0263, 68c4, 045c, 0fc0, ijac201614208b14, caadria2016_767s32, 6331, b694, 4456, 68b3, 8346, caadria2015_130a22, 99d6, 5046, 232b, 31e9, a7b9, 1126, fd39, a3b0, f71e, f4cc, 9ed4, 9970, ae95, 4070, caadria2017_165y41, cb23, f940, 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cdd6, 6e44, 7b51, 5834, b4ad, 4762, f56c, 8947, b675, 65f7, sigradi2014_329x6, ecaade2016_158i43, 3807, 13cd, 39fb, 9f88, 9d2b, b3cb, 852e, 16fc, 4b66, ascaad2016_023v9, a3e7, e520, 859a, d804, 96ca, 2bb4, ijac201614403t2, 0550, 2249, caadria2017_042u13, 6046, 8e75, b425, 2b1c, ijac201412402k5, 79db, 8900, ed9a, 0bb6, fa07, sigradi2013_189f, sigradi2013_387h, d2ad, 0df0, cbf5, dfc1, 0c0c, 00ac, caadria2017_016y6, acadia14projects_445aj, 3bbb, e787, 1995, 7838, dc29, sigradi2016_450vv, ffbc, 1e21, acadia14_627an, cd15, 55fc, 2e65, d711, 2c64, cc53, 1097, caadria2015_023c4, sigradi2013_28s, ascaad2014_013s6, sigradi2014_232p8, acadia15_343c15, ecaade2015_285j62, 0835, ecaade2015_206t45, 9625, d225, 37b0, 86e9, acadia15_161l6, 06ad, ijac201412302t7, ecaade2015_205v44, a737, 972a, 328e, f350, 1689, ecaade2015_48v7, a491, 49a8, 1ed6, 89d8, sigradi2016_625yy, 7563, ecaade2016_065c16, ecaade2015_100p19, 40a7, bc48, acadia15_407h17, 6db1, a13e, 58db, ae32, 19db, sigradi2015_4.219s6, caadria2016_487t20, 5a8d, b742, ab46, caadria2016_735m31, 9874, 1c32, 9095, ecaade2016_129f36, f23f, 4d94, 9b85, 63a0, e29c, ecaade2015_196x41, ee68, ascaad2016_013w5, 3995, ijac201614309u6, a875, caadria2016_003l1, cf71, e461, sigradi2014_266l2, 6e14, acadia14projects_579e, dea9, 0e93, 0086, 395a, ecaade2014_149d35, 3a29, 4541, 661c, 83a2, 79bd, 76a6, 7b92, a1f6, ascaad2016_029y11, 4499, e03c, e464, 3f90, 3988, 2715, 0ff0, f1d6, b20d, 0baa, acadia16_12i2, 4acf, a319, 38d4, 873c, b48a, 2b0c, fbe8, d571, a431, 8251, c9ab, 2876, a505, 1d92, acadia16_478d28, 89c9, sigradi2013_326n, 7ec1, ijac201614203u8, e08b, 1099, 445f, b7c9, e1ec, ijac201614406i4, eddb, acadia15_343f14, acadia14projects_389az, 73bf, bac7, 1f5a, 71f8, e37f, f131, ijac201614405v3, 5790, 3453, 693b, 629b, ecaade2016_bkok65, 36a7, 5cab, sigradi2016_654d, 8f3f, 196e, 627b, caadria2015_126m20, 46b9, c2bf, acadia14_199aa, ba8d, e60d, 1db1, ijac201412301h6, ce45, 73a6, 1632, ecaade2014_128t28, ec54, acadia14_435am, f803, sigradi2014_197s6, 426f, f01f, ff34, f591, 5bac, 25dc, ab80, 45a4, 4ea6, 2d3b, ecaade2015_193w39, ecaade2014_239a62, d1a3, fd36, 4059, 3b02, 630d, b19c, ascaad2014_014d8, 0932, 8fb2, 8d3e, b0d3, b134, 42d4, cd01, ce6d, 5aff, 50d5, sigradi2016_647ss, eb99, 4623, 478b, b547, 5d71, 3440, e697, fa15, 82cb, 8040, ccf7, caadria2016_829h35, 406a, ecaade2014_233b60, cccf, c5b1, fe1d, db90, 90ab, a8f5, sigradi2014_284a4, b5ad, 9792, 0742, a9ac, 6ab0, 88cc, fdc8, 0751, acadia14_153av, ecaade2015_287p63, 8084, 5459, 90c8, 38ea, 4075, e80d, fb74, 2915, 2340, f4c7, ba92, 4be1, acadia14_479e, f816, c93e, ffb4, 8771, ijac201614203b9, 5c28, dddd, cf80, eaa7, ecaade2015_248r56, 67da, caadria2017_015y5, c5eb, b1f6, 5d65, d4d7, 6c40, 42b9, acadia15_497n22, c40b, b590, d7d0, c600, 88be, a86b, a3f9, 14a9, f3db, d431, 24f9, dae1, 59a5, ecaade2015_194t40, 3af8, e817, 647c, 0037, 97aa, ecaade2016_243f65, sigradi2016_714pp, 7f99, 8d09, ijac201614104j4, 679c, b2db, sigradi2016_637ee, sigradi2016_781zz, a35b, 722e, 90ee, ecaade2014_198u51, 9568, 4262, acadia16_184i12, ecaade2014_024b7, caadria2015_004i1, bf3c, 011d, f0aa, 0877, f12b, 1355, 0ba5, 3ea9, 7cb2, dd8d, c68c, b20a, sigradi2016_611p, 2de5, acadia14projects_63am, ae6e, e194, ecaade2016_147z40, fe68, acadia16_62l4, c68d, acadia15_263c11, 6082, dd4e, debf, db89, ecaade2016_ws-afutureo67, 8300, 105b, 0dee, c976, ea15, 38a1, 5e5e, caadria2016_851r35, a6c1, ecaade2014_065g15, 8c4f, acadia14projects_637ae, ecaade2016_033d9, ecaade2014_086z20, 1b24, a4da, 1824, e8b2, 76ce, 3f3d, 1437, 1958, 22b1, 7929, b4dc, fbfd, f63b, 3ef7, 9cad, db7b, acadia14projects_661l, 671e, 6c64, acadia14projects_43ad, 96c1, acadia14_579j, ecaade2013r_014f8, 38c9, 379a, 1c90, fa8b, 2f5d, acadia15_431u18, cd0a, fc01, d788, 0da9, 8dfc, 4cca, 2ad3, 6582, 322f, dfd5, 78ad, e0bf, e60e, 613b, 2937, b2cf, ff27, 6d21, f1e8, 3e79, 8dd1, ecaade2015_241m55, 25e5, 2146, 6f67, 633b, 3baa, 3039, e761, sigradi2016_695s, acadia16_308a19, e42f, 6a92, 755e, ba2c, 1c06, fe21, ecaade2014_112e26, sigradi2015_sp_2.112f29, a24f, 4063, 711a, 453a, eaeb, 2638, sigradi2015_3.111b3, 28e3, 039f, 6ece, 836f, sigradi2015_8.186c13, df8b, af9e, ab25, acadia14projects_555c, def5, 6407, ecaade2014_206s53, ascaad2014_023w4, 87dd, f5d1, 2419, 9496, 3cb3, 8e46, ijac201513101s1, 99e3, caadria2016_517i22, 2651, 5373, sigradi2016_399d, d7b0, c903, 0c32, f514, caadria2016_271a12, b436, ascaad2014_005k3, ecaade2015_92m18, c587, sigradi2014_172x4, bf8d, f202, 56dd, 0b4f, acadia14projects_463e, 34a8, 23dd, 4bab, 5c4b, 5111, sigradi2013_359n, 1a5e, 19aa, caadria2016_881c38, 6e47, ff98, 8e7e, 0222, ecaade2015_130h26, sigradi2013_152, 053a, adff, b756, 4c80, e0de, f407, a632, 3be6, 631a, 2b2b, ecaade2015_161e34, caadria2016_651x27, 5429, 980c, 0b57, a7d7, 63c0, 4125, sigradi2015_10.307d21, 854f, 3753, fdda, 503a, 95d2, d3a0, 10fd, caadria2015_172j26, 9469, 6f72, 1d09, 4c35, ecaade2015_225l49, 8c09, 470e, 8368, 3df0, ecaade2014_208e54, dacf, a3e3, 9b4b, 857e, e357, 0fe9, ecaade2014_024a7, f044, 194c, d877, 8f4d, ec74, 8fff, sigradi2016_686zz, e19c, 5de6, 9565, 2cdf, 57aa, 00e8, b6a0, d402, 15e7, acadia15_333o13, bc92, 3254, fd0b, 43aa, 5135, f608, 3571, ecaade2014_120j27, 3f92, 7a95, 52da, 92ce, e49b, 9feb, cba4, 42d7, 43e5, dc1c, caadria2015_130r21, 8b9c, 7258, 7b81, dd95, b7f8, 70f7, sigradi2015_9.347n17, ascaad2016_054u21, 176a, f541, sigradi2016_360u, 5062, bd17, 6186, a566, c790, 15a7, 203d, dfbe, 8175, af8c, d522, ijac201412301i5, acadia16_164z11, acadia15_57e2, 2e04, f947, fe71, sigradi2016_809uu, f1d9, 2ae1, ac4d, 0e0b, 42ec, 10cd, fe9a, c60f, 590a, 6769, 2222, ijac201412402b5, 23ab, 8b7d, f4bf, d9b0, dbf0, ad9d, 6ace, 7de5, d6ab, 20b5, fcfb, b895, 2394, ecaade2015_37d7, 405c, 9707, b3ce, a614, 5322, abc3, 698c, afdf, sigradi2014_172w4, 6f41, b929, f230, 3828, 1d29, 553a, acadia14projects_479c, ce0c, 45ea, 537c, ecaade2014_208y53, fca8, 866e, 11bb, a81a, cc66, 2d10, 93b7, fa47, fc60, ef67, ecaade2015_119d24, ea7d, acfd, f3d3, a642, b149, f1bc, 1b64, ecaade2014_220h56, 88bd, 4387, 0a37, ecaade2014_111e25, 7cd9, ce0b, a8e4, caadria2015_108y16, 65c0, f7e3, 965e, f3de, f74d, 7c21, 4238, 00d2, caadria2015_014m2, c4aa, fa7f, ascaad2016_008g4, 97e9, ecaade2015_53y8, dd31, sigradi2016_781a, de0f, faf6, e72a, a1a2, b018, 28c0, 701c, dcdb, ecaade2015_304e67, sigradi2016_770n, b265, ac96, dc37, aa3b, e8e2, ascaad2016_004s2, c240, 0f15, 8c47, 6309, acadia16_140b10, 4778, 8631, ee94, 8249, 0ac2, bd1f, 8c3b, ecaade2016_016h4, 88ee, 7b8c, ade4, add5, 214c, ff39, 5c9d, 4bcb, 22a3, 4811, e446, sigradi2014_347o10, 1ecd, 7165, 27da, 8d02, dadb, 02d6, ijac201412403w6, 6077, 4f96, ecaade2016_mrta66, ecaade2015_318p69, sigradi2016_364kk, d6ee, c939, fc89, ijac201614307f4, 6266, caadria2015_114d18, 936c, e57a, ijac201614102p2, 001d, 1532, 774b, 5cff, fb4b, 6fbd, 5c92, acadia14_627at, ecaade2014_022z5, 16be, 4de6, acadia14projects_565m, 2f9e, 8cd8, 4f33, d8db, e106, b35e, dfcb, 7163, f501, 4d74, 48af, acadia14_347ak, 393f, e0c5, a167, 29c7, caadria2016_819p34, acadia16_44n3, 6bb6, 0540, 7e7e, fef9, bb58, sigradi2013_194g, d0da, a4f7, f996, a282, cd4d, aaa7, b38c, sigradi2016_792f, bd1c, 3db9, ecaade2014_186t47, 794e, 21af, 459f, a6f5, f11f, sigradi2016_443tt, 1d77, 36e4, ijac201513103t2, c5d7, 5641, 6ff0, 99c1, f750, ecaade2016_036k9, fb7a, 3ec5, 0758, acadia15_323a13, acadia16_244s15, sigradi2016_702q, 628b, c2a1, f8b7, 5bdc, 5533, b0cb, 7c6c, 0019, b4c0, 8f45, 1f6f, 6e20, 0f37, acadia15_185a7, 24f1, 8c6d, acadia16_290f18, 2b00, 875e, 02ab, ecb4, f72b, bb52, c42e, sigradi2013_215v, 9ee1, acadia15_323y12, 80d5, 3fa3, 498d, 9de0, 751d, e3bc, ascaad2016_038p14, 1d67, 82b8, d30d, 0159, 50ab, 07ed, b0ff, ef9d, 2e8d, 7d04, 006b, 3e1e, ecaade2016_120g33, 30f8, ijac201412301s5, ccb3, 631d, a9d6, aa91, 32f6, f820, 0625, 8707, sigradi2013_243c, 9027, 415c, acadia14projects_229h, 664b, ecaade2016_058w14, a5f5, 8f04, 73af, 235f, 5e51, 1353, ee80, 1816, sigradi2016_446g, acadia14_681as, acadia16_224d15, dde1, 144f, 77f0, 3459, 2f1e, 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dfcc, 69cc, b880, acadia15_407n17, c16b, sigradi2013_347t, 06cb, ba1f, 7956, acadia14_117aw, 6ffe, 9384, 665c, 19d3, bee5, 58fe, 4ac1, 714e, 8941, acadia15_451o19, 2128, caadria2015_014t2, ecaade2015_21t3, b6a2, 9ed7, 14a2, 7288, 2633, acadia14_153ax, 7d11, acadia16_24y2, c603, 1205, 1bff, ecaade2015_138y26, b078, acadia14_661h, ecaade2013r_019i10, 0658, 9beb, 54cb, 2890, c86a, 35b3, 735d, 3bd1, aa56, ecaade2014_012o2, sigradi2015_13.316z28, b1a7, 115b, 2b43, 5511, a451, d1f3, 33d2, 682e, 1d76, 82ea, 7a7b, sigradi2016_809pp, f081, 3717, 7b24, 5820, b0ae, 15e0, ecaade2014_175u43, 8703, 5ea3, 5c2d, ascaad2014_014r7, 840a, 93fa, c36c, 87b8, caadria2017_046j14, 6010, d47c, ef3a, 4ebe, 501a, 74e3, aef2, 8b4e, 0921, 6336, b9b1, 9fb8, 1dfb, 3d7d, 2b92, ecaade2016_073c21, a7c8, ecaade2014_072l17, a96d, 5d62, a72b, c8e6, a19a, d8c9, df9b, c0a5, ecaade2015_55e10, 8367, 073d, 0620, 75d3, 22c9, 5a0e, c7d9, f557, 8baa, 35c5, ecaade2015_173k37, 561c, 960a, ceb9, 7424, 6739, 6d29, 3769, eb4f, 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