{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:49:25Z","timestamp":1740098965932,"version":"3.37.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319702315"},{"type":"electronic","value":"9783319702322"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-70232-2_2","type":"book-chapter","created":{"date-parts":[[2017,11,2]],"date-time":"2017-11-02T15:55:57Z","timestamp":1509638157000},"page":"14-29","source":"Crossref","is-referenced-by-count":1,"title":["Application of k-Step Random Walk Paths to Graph Kernel for Automatic Patent Classification"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2919-1731","authenticated-orcid":false,"given":"Budi","family":"Nugroho","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0861-849X","authenticated-orcid":false,"given":"Masayoshi","family":"Aritsugi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,11,3]]},"reference":[{"key":"2_CR1","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/j.wpi.2013.12.006","volume":"37","author":"A Abbas","year":"2014","unstructured":"Abbas, A., Zhang, L., Khan, S.U.: A literature review on the state-of-the-art in patent analysis. World Pat. Inf. 37, 3\u201313 (2014)","journal-title":"World Pat. Inf."},{"key":"2_CR2","doi-asserted-by":"crossref","unstructured":"Hall, B.H., Jaffe, A.B., Trajtenberg, M.: The NBER Patent Citations Data File: Lessons, Insight and Methodological Tools (2001)","DOI":"10.3386\/w8498"},{"key":"2_CR3","doi-asserted-by":"crossref","unstructured":"Kumar, R., Math, S., Tripathi, R.C., Tiwari, M.D.: Patent classification of the new invention using PLSA. In: Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia, pp. 222\u2013225 (2010)","DOI":"10.1145\/1963564.1963602"},{"key":"2_CR4","doi-asserted-by":"crossref","unstructured":"Nguyen, H.M., Phan, C.P., Nguyen, H.Q.: GeTCo: an ontology-based approach for patent classification search. In: iiWAS 2016 Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services, pp. 241\u2013244 (2016)","DOI":"10.1145\/3011141.3011205"},{"key":"2_CR5","unstructured":"Shih, M.J., Liu, D.R.: Patent classification using ontology-based patent network analysis. In: Proceedings Pacific Asia Conference on Information Systems PACIS 2010, Taipei, pp. 962\u2013972 (2010)"},{"key":"2_CR6","doi-asserted-by":"crossref","unstructured":"Li, X., Chen, H., Zhang, Z., Li, J.: Automatic patent classification using citation network information: an experimental study in nanotechnology. In: Proceedings of the 7th ACM\/IEEE Joint Conference on Digital Libraries - Building & Sustaining the Digital Environment, pp. 419\u2013427 (2007)","DOI":"10.1145\/1255175.1255262"},{"issue":"2","key":"2_CR7","doi-asserted-by":"crossref","first-page":"246","DOI":"10.1002\/asi.21459","volume":"62","author":"DR Liu","year":"2011","unstructured":"Liu, D.R., Shih, M.J.: Hybrid-patent classification based on patent-network analysis. J. Am. Soc. Inform. Sci. Technol. 62(2), 246\u2013256 (2011)","journal-title":"J. Am. Soc. Inform. Sci. Technol."},{"key":"2_CR8","doi-asserted-by":"crossref","unstructured":"Stutzki, J., Schubert, M.: Geodata supported classification of patent applications. In: GeoRich 2016 Proceedings of the Third International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, pp. 4:1\u20134:6 (2016)","DOI":"10.1145\/2948649.2948653"},{"issue":"2","key":"2_CR9","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2783702.2783704","volume":"16","author":"L Zhang","year":"2015","unstructured":"Zhang, L., Li, L., Li, T.: Patent mining: a survey. ACM SIGKDD Explor. Newsl. 16(2), 1\u201319 (2015)","journal-title":"ACM SIGKDD Explor. Newsl."},{"key":"2_CR10","unstructured":"Shalaby, W., Zadrozny, W.: Patent retrieval: a literature review. arXiv preprint, January 2017"},{"issue":"9","key":"2_CR11","doi-asserted-by":"crossref","first-page":"4348","DOI":"10.1016\/j.eswa.2015.01.050","volume":"42","author":"H Noh","year":"2015","unstructured":"Noh, H., Jo, Y., Lee, S.: Keyword selection and processing strategy for applying text mining to patent analysis. Expert Syst. Appl. 42(9), 4348\u20134360 (2015)","journal-title":"Expert Syst. Appl."},{"issue":"3","key":"2_CR12","doi-asserted-by":"crossref","first-page":"755","DOI":"10.1162\/COLI_a_00149","volume":"39","author":"E D\u2019hondt","year":"2013","unstructured":"D\u2019hondt, E., Verberne, S., Koster, C., Boves, L.: Text representations for patent classification. Comput. Linguist. 39(3), 755\u2013775 (2013)","journal-title":"Comput. Linguist."},{"issue":"1","key":"2_CR13","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1145\/945546.945547","volume":"37","author":"CJ Fall","year":"2003","unstructured":"Fall, C.J., Torcsvari, A., Benzineb, K., Karetka, G.: Automated categorization in the international patent classification. ACM SIGIR Forum 37(1), 10\u201325 (2003)","journal-title":"ACM SIGIR Forum"},{"issue":"2","key":"2_CR14","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1362782.1362786","volume":"7","author":"Y Li","year":"2008","unstructured":"Li, Y., Bontcheva, K.: Adapting support vector machines for F-term-based classification of patents. ACM Trans. Asian Lang. Inf. Process. 7(2), 1\u201319 (2008)","journal-title":"ACM Trans. Asian Lang. Inf. Process."},{"issue":"4","key":"2_CR15","doi-asserted-by":"crossref","first-page":"1164","DOI":"10.1016\/j.asoc.2009.11.033","volume":"10","author":"CH Wu","year":"2010","unstructured":"Wu, C.H., Ken, Y., Huang, T.: Patent classification system using a new hybrid genetic algorithm support vector machine. Appl. Soft Comput. 10(4), 1164\u20131177 (2010)","journal-title":"Appl. Soft Comput."},{"key":"2_CR16","first-page":"1","volume":"1695","author":"G Csardi","year":"2006","unstructured":"Csardi, G., Nepusz, T.: The igraph software package for complex network research. InterJ. Complex Syst. 1695, 1\u20139 (2006)","journal-title":"InterJ. Complex Syst."},{"issue":"1\u20132","key":"2_CR17","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1007\/s10994-009-5135-5","volume":"78","author":"IMD Diego","year":"2010","unstructured":"Diego, I.M.D., Mu\u00f1oz, A., Moguerza, J.M.: Methods for the combination of kernel matrices within a support vector framework. Mach. Learn. 78(1\u20132), 137\u2013174 (2010)","journal-title":"Mach. Learn."},{"key":"2_CR18","doi-asserted-by":"crossref","unstructured":"Sugiyama, M.: graphkernels: Graph Kernels. R package version 1.2 (2017)","DOI":"10.32614\/CRAN.package.graphkernels"},{"issue":"9","key":"2_CR19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v011.i09","volume":"11","author":"A Karatzoglou","year":"2004","unstructured":"Karatzoglou, A., Smola, A., Hornik, K., Zeileis, A.: kernlab - an S4 package for kernel methods in R. J. Stat. Softw. 11(9), 1\u201320 (2004)","journal-title":"J. Stat. Softw."}],"container-title":["Lecture Notes in Computer Science","Digital Libraries: Data, Information, and Knowledge for Digital Lives"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-70232-2_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,28]],"date-time":"2024-06-28T07:11:53Z","timestamp":1719558713000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-70232-2_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319702315","9783319702322"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-70232-2_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}