{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T22:10:08Z","timestamp":1748556608963,"version":"3.41.0"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319227283"},{"type":"electronic","value":"9783319227290"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-22729-0_30","type":"book-chapter","created":{"date-parts":[[2015,8,4]],"date-time":"2015-08-04T11:40:07Z","timestamp":1438688407000},"page":"391-402","update-policy":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["A Graph-Based Concept Discovery Method for n-Ary Relations"],"prefix":"10.1007","author":[{"given":"Nazmiye Ceren","family":"Abay","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alev","family":"Mutlu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pinar","family":"Karagoz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,8,5]]},"reference":[{"issue":"1","key":"30_CR1","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1145\/959242.959256","volume":"5","author":"S D\u017eeroski","year":"2003","unstructured":"D\u017eeroski, S., De Raedt, L.: Multi-relational data mining: the current frontiers. SIGKDD Explor. Newsl. 5(1), 100\u2013101 (2003)","journal-title":"SIGKDD Explor. Newsl."},{"issue":"1\u20132","key":"30_CR2","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/S0950-7051(01)00129-0","volume":"15","author":"A Doncescu","year":"2002","unstructured":"Doncescu, A., Waissman, J., Richard, G., Roux, G.: Characterization of bio-chemical signals by inductive logic programming. Knowl.-Based Syst. 15(1\u20132), 129\u2013137 (2002)","journal-title":"Knowl.-Based Syst."},{"issue":"1","key":"30_CR3","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/S0097-8485(01)00100-0","volume":"26","author":"M Turcotte","year":"2002","unstructured":"Turcotte, M., Muggleton, S., Sternberg, M.J.E.: Generating protein three-dimensional fold signatures using inductive logic programming. Comput. and Chem. 26(1), 57\u201364 (2002)","journal-title":"Comput. and Chem."},{"key":"30_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1007\/BFb0027332","volume-title":"ILP 1998","author":"S Dzeroski","year":"1998","unstructured":"Dzeroski, S., Jacobs, N., Molina, M., Moure, C., Muggleton, S., Laer, W.V.: Detecting traffic problems with ILP. In: Page, D.L. (ed.) ILP 1998. LNCS, vol. 1446, pp. 281\u2013290. Springer, Heidelberg (1998)"},{"key":"30_CR5","doi-asserted-by":"publisher","first-page":"629","DOI":"10.1016\/0743-1066(94)90035-3","volume":"19","author":"S Muggleton","year":"1994","unstructured":"Muggleton, S., De Raedt, L.: Inductive logic programming: theory and methods. J. Logic Program. 19, 629\u2013679 (1994)","journal-title":"J. Logic Program."},{"issue":"1","key":"30_CR6","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1007\/s10994-009-5116-8","volume":"76","author":"AL Duboc","year":"2009","unstructured":"Duboc, A.L., Paes, A., Zaverucha, G.: Using the bottom clause and mode declarations in FOL theory revision from examples. Mach. Learn. 76(1), 73\u2013107 (2009)","journal-title":"Mach. Learn."},{"key":"30_CR7","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1613\/jair.43","volume":"1","author":"DJ Cook","year":"1994","unstructured":"Cook, D.J., Holder, L.B.: Substructure discovery using minimum description length and background knowledge. J. Artif. Intell. Res. (JAIR) 1, 231\u2013255 (1994)","journal-title":"J. Artif. Intell. Res. (JAIR)"},{"key":"30_CR8","unstructured":"Ball, T., Larus, J.R.: Efficient path profiling. In: Melvin, S.W., Beaty, S. (eds.) Proceedings of the 29th Annual IEEE\/ACM International Symposium on Microarchitecture, MICRO 29, Paris, France, 2\u20134 December 1996, pp. 46\u201357. ACM\/IEEE Computer Society (1996)"},{"key":"30_CR9","volume-title":"Inductive Logic Programming: Techniques and Applications","author":"N Lavrac","year":"1993","unstructured":"Lavrac, N., Dzeroski, S.: Inductive Logic Programming: Techniques and Applications, vol. 10001. Routledge, New York (1993)"},{"key":"30_CR10","doi-asserted-by":"crossref","unstructured":"Gao, Z., Zhang, Z., Huang, Z.: Learning relations by path finding and simultaneous covering. In: 2009 WRI World Congress on Computer Science and Information Engineering, vol. 5, pp. 539\u2013543. IEEE (2009)","DOI":"10.1109\/CSIE.2009.100"},{"key":"30_CR11","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"673","DOI":"10.1007\/11564096_68","volume-title":"Machine Learning: ECML 2005","author":"IM Ong","year":"2005","unstructured":"Ong, I.M., de Castro Dutra, I., Page, D.L., Santos Costa, V.: Mode directed path finding. In: Gama, J., Camacho, R., Brazdil, P.B., Jorge, A.M., Torgo, L. (eds.) ECML 2005. LNCS (LNAI), vol. 3720, pp. 673\u2013681. Springer, Heidelberg (2005)"},{"key":"30_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1007\/978-3-642-40131-2_29","volume-title":"Data Warehousing and Knowledge Discovery","author":"A Mutlu","year":"2013","unstructured":"Mutlu, A., Karagoz, P.: A hybrid graph-based method for concept rule discovery. In: Bellatreche, L., Mohania, M.K. (eds.) DaWaK 2013. LNCS, vol. 8057, pp. 327\u2013338. Springer, Heidelberg (2013)"},{"key":"30_CR13","unstructured":"Holder, L.B., Cook, D.J., Djoko, S., et al.: Substucture discovery in the subdue system. In: KDD workshop, pp.169\u2013180 (1994)"},{"key":"30_CR14","unstructured":"Gonzalez, J., Holder, L., Cook, D.J.: Application of graph-based concept learning to the predictive toxicology domain. In: Proceedings of the Predictive Toxicology Challenge Workshop (2001)"},{"issue":"88.86","key":"30_CR15","first-page":"76","volume":"80","author":"T Karunaratne","year":"2006","unstructured":"Karunaratne, T., B\u00f6strom, H.: Differ: a propositionalization approach for learning from structured data. Mutagenesis 80(88.86), 76\u201392 (2006)","journal-title":"Mutagenesis"},{"issue":"8","key":"30_CR16","doi-asserted-by":"publisher","first-page":"743","DOI":"10.1016\/j.knosys.2010.04.011","volume":"23","author":"Y Kavurucu","year":"2010","unstructured":"Kavurucu, Y., Senkul, P., Toroslu, I.H.: Concept discovery on relational databases: new techniques for search space pruning and rule quality improvement. Knowl.-Based Syst. 23(8), 743\u2013756 (2010)","journal-title":"Knowl.-Based Syst."},{"key":"30_CR17","unstructured":"Richards, B.L., Mooney, R.J.: Learning relations by pathfinding. In: AAAI, pp. 50\u201355 (1992)"},{"key":"30_CR18","volume-title":"Graph Databases","author":"I Robinson","year":"2013","unstructured":"Robinson, I., Webber, J., Eifrem, E.: Graph Databases. O\u2019Reilly Media Inc., Sebastopol (2013)"},{"key":"30_CR19","doi-asserted-by":"crossref","unstructured":"Schling, B.: The Boost C++ Libraries. XML Press (2011)","DOI":"10.1002\/wilm.10057"},{"key":"30_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"345","DOI":"10.1007\/978-3-540-31865-1_25","volume-title":"Advances in Information Retrieval","author":"C Goutte","year":"2005","unstructured":"Goutte, C., Gaussier, \u00c9.: A probabilistic interpretation of precision, recall and F-score, with implication for evaluation. In: Losada, D.E., Fern\u00e1ndez-Luna, J.M. (eds.) ECIR 2005. LNCS, vol. 3408, pp. 345\u2013359. Springer, Heidelberg (2005)"},{"key":"30_CR21","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1145\/1045343.1045369","volume":"63","author":"J Larson","year":"1977","unstructured":"Larson, J., Michalski, R.S.: Inductive inference of vl decision rules. ACM SIGART Bull. 63, 38\u201344 (1977)","journal-title":"ACM SIGART Bull."},{"issue":"1","key":"30_CR22","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1016\/0004-3702(95)00122-0","volume":"85","author":"A Srinivasan","year":"1996","unstructured":"Srinivasan, A., Muggleton, S.H., Sternberg, M.J., King, R.D.: Theories for mutagenicity: a study in first-order and feature-based induction. Artif. Intell. 85(1), 277\u2013299 (1996)","journal-title":"Artif. Intell."},{"key":"30_CR23","unstructured":"Srinivasan, A., King, R.D., Muggleton, S.H., Sternberg, M.J.: The predictive\u00a0toxicology evaluation challenge. In: IJCAI Citeseer, vol. 1, pp. 4\u20139 (1997)"}],"container-title":["Lecture Notes in Computer Science","Big Data Analytics and Knowledge Discovery"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-22729-0_30","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T21:36:45Z","timestamp":1748554605000},"score":1,"resource":{"primary":{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/link.springer.com\/10.1007\/978-3-319-22729-0_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319227283","9783319227290"],"references-count":23,"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/978-3-319-22729-0_30","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"5 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}